diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_0/index_tensor([7447, 7447])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_0/index_tensor([7447, 7447])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fc450b549dcf2d73ccd8b29bb831adcffece55e2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_0/index_tensor([7447, 7447])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Through a rapid-cut montage of macro close-ups, the film captures, with an almost scientific precision, the entire process of a droplet of ink, thick as night, plump and plump, plump black ink plunging into still, pure water. The sequence begins with an extreme close-up shot from directly above, showing the plump, jet-black droplet suspended above the water's surface. It then silently touches the surface, stirring a tiny, perfectly formed ripple. The camera then shifts to a horizontal profile, showing the moment the droplet pierces the surface, sinking like a miniature depth charge, leaving a slender, straight black trail. Then, an even closer close-up captures the body of the droplet's sudden yet graceful unfurling within the water, countless silky black tendrils spreading out in all directions to form a complex, evolving spherical cloud. Illuminated by a bright, even backlight, these inky filaments reveal breathtaking detail, some as dense as smoke, others as thin as gauze, interweaving into magnificent patterns reminiscent of cosmic nebulae or fractal geometry. The entire process takes place in absolute silence, with the dominant colors of the painting being extreme black and white, creating a visual atmosphere that is both chaotic and tranquil, full of Zen and a sense of abstract art.", + "seed": 24478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_0/index_7447_seed_24478_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1316396625712514, + "vlm_logprob": -0.1316396625712514, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.1316396625712514, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6201627254486084 + ], + "opposite_logprob_tokens": [ + -0.8701627254486084 + ], + "logprob_reward": -0.6201627254486084, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6201627254486084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04240620881319046, + 0.020848572254180908, + 0.7387322187423706, + 0.043954670429229736, + 0.011867416091263294, + 0.06470543891191483, + 0.009090114384889603, + 0.008725027553737164, + 0.019499359652400017, + 0.040170975029468536 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.6201627254486084 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00867786817252636 + ], + "opposite_logprob_tokens": [ + -4.758677959442139 + ], + "logprob_reward": -0.00867786817252636, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00867786817252636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4835561215877533, + 0.04918849840760231, + 0.1352764219045639, + 0.07294874638319016, + 0.06574635952711105, + 0.05245969444513321, + 0.03209444880485535, + 0.03894592076539993, + 0.019903862848877907, + 0.049879878759384155 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.00867786817252636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647525027394295 + ], + "opposite_logprob_tokens": [ + -5.379647731781006 + ], + "logprob_reward": -0.004647525027394295, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647525027394295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6391525268554688, + 0.01845777966082096, + 0.0810069590806961, + 0.051974568516016006, + 0.019083568826317787, + 0.078109972178936, + 0.028407542034983635, + 0.017751339823007584, + 0.011697456240653992, + 0.05435832962393761 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.004647525027394295 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642413653433323 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642413653433323, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642413653433323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03032817132771015, + 0.03696476295590401, + 0.41890811920166016, + 0.11976829916238785, + 0.03243662416934967, + 0.14787836372852325, + 0.012942835688591003, + 0.0646282434463501, + 0.02086082100868225, + 0.1152837797999382 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.008642413653433323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21211552619934082, + 0.14247773587703705, + 0.46425336599349976, + 0.05775151774287224, + 0.023074300959706306, + 0.015015126205980778, + 0.006794849876314402, + 0.02293648011982441, + 0.01619553752243519, + 0.039385631680488586 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016067780554294586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Through a rapid-cut montage of macro close-ups, the film captures, with an almost scientific precision, the entire process of a droplet of ink, thick as night, plump and plump, plump black ink plunging into still, pure water. The sequence begins with an extreme close-up shot from directly above, showing the plump, jet-black droplet suspended above the water's surface. It then silently touches the surface, stirring a tiny, perfectly formed ripple. The camera then shifts to a horizontal profile, showing the moment the droplet pierces the surface, sinking like a miniature depth charge, leaving a slender, straight black trail. Then, an even closer close-up captures the body of the droplet's sudden yet graceful unfurling within the water, countless silky black tendrils spreading out in all directions to form a complex, evolving spherical cloud. Illuminated by a bright, even backlight, these inky filaments reveal breathtaking detail, some as dense as smoke, others as thin as gauze, interweaving into magnificent patterns reminiscent of cosmic nebulae or fractal geometry. The entire process takes place in absolute silence, with the dominant colors of the painting being extreme black and white, creating a visual atmosphere that is both chaotic and tranquil, full of Zen and a sense of abstract art.", + "seed": 24479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_0/index_7447_seed_24479_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12851458312943578, + "vlm_logprob": -0.12851458312943578, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.12851458312943578, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6106216907501221 + ], + "opposite_logprob_tokens": [ + -0.8606216907501221 + ], + "logprob_reward": -0.6106216907501221, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6106216907501221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27763330936431885, + 0.10061696171760559, + 0.1010182797908783, + 0.0826067179441452, + 0.04480408877134323, + 0.050354890525341034, + 0.09645042568445206, + 0.0300168264657259, + 0.17636682093143463, + 0.04013166204094887 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.6106216907501221 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005980809684842825 + ], + "opposite_logprob_tokens": [ + -5.130980968475342 + ], + "logprob_reward": -0.005980809684842825, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005980809684842825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2780696749687195, + 0.10907091945409775, + 0.04586000740528107, + 0.0362960547208786, + 0.05222572386264801, + 0.07946524769067764, + 0.0562676340341568, + 0.12443885207176208, + 0.11256951093673706, + 0.1057363823056221 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.005980809684842825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260079633444548 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005260079633444548, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260079633444548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34519320726394653, + 0.14951372146606445, + 0.03616965934634209, + 0.04124164581298828, + 0.05089251697063446, + 0.09340784698724747, + 0.11827477067708969, + 0.024500923231244087, + 0.0987725704908371, + 0.04203315079212189 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.005260079633444548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643609281629324 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643609281629324, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643609281629324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18022093176841736, + 0.10641121864318848, + 0.06985804438591003, + 0.06416361033916473, + 0.07406017184257507, + 0.13193446397781372, + 0.17148315906524658, + 0.030420580878853798, + 0.11911211907863617, + 0.0523357093334198 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.004643609281629324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606672629714012 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606672629714012, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606672629714012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44465240836143494, + 0.04653593525290489, + 0.023776015266776085, + 0.048099931329488754, + 0.033188529312610626, + 0.08918362110853195, + 0.04243331402540207, + 0.14384280145168304, + 0.07209987938404083, + 0.05618751421570778 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.01606672629714012 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Through a rapid-cut montage of macro close-ups, the film captures, with an almost scientific precision, the entire process of a droplet of ink, thick as night, plump and plump, plump black ink plunging into still, pure water. The sequence begins with an extreme close-up shot from directly above, showing the plump, jet-black droplet suspended above the water's surface. It then silently touches the surface, stirring a tiny, perfectly formed ripple. The camera then shifts to a horizontal profile, showing the moment the droplet pierces the surface, sinking like a miniature depth charge, leaving a slender, straight black trail. Then, an even closer close-up captures the body of the droplet's sudden yet graceful unfurling within the water, countless silky black tendrils spreading out in all directions to form a complex, evolving spherical cloud. Illuminated by a bright, even backlight, these inky filaments reveal breathtaking detail, some as dense as smoke, others as thin as gauze, interweaving into magnificent patterns reminiscent of cosmic nebulae or fractal geometry. The entire process takes place in absolute silence, with the dominant colors of the painting being extreme black and white, creating a visual atmosphere that is both chaotic and tranquil, full of Zen and a sense of abstract art.", + "seed": 24480, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_0/index_7447_seed_24480_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07085356414318085, + "vlm_logprob": -0.07085356414318085, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.07085356414318085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26814892888069153 + ], + "opposite_logprob_tokens": [ + -1.6431488990783691 + ], + "logprob_reward": -0.26814892888069153, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.26814892888069153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23855122923851013, + 0.08885811269283295, + 0.09440307319164276, + 0.054031986743211746, + 0.029012782499194145, + 0.10737860202789307, + 0.04694744944572449, + 0.03704899176955223, + 0.03578708693385124, + 0.2679806053638458 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.26814892888069153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00868082232773304 + ], + "opposite_logprob_tokens": [ + -4.758680820465088 + ], + "logprob_reward": -0.00868082232773304, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00868082232773304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08763416111469269, + 0.09184994548559189, + 0.0451858825981617, + 0.03193874657154083, + 0.1677768975496292, + 0.040678832679986954, + 0.036185719072818756, + 0.028740713372826576, + 0.05943417176604271, + 0.41057488322257996 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.00868082232773304 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075960129499435 + ], + "opposite_logprob_tokens": [ + -3.1680760383605957 + ], + "logprob_reward": -0.043075960129499435, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075960129499435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24936923384666443, + 0.2268352508544922, + 0.0833687111735344, + 0.09940937161445618, + 0.04694503918290138, + 0.11259301751852036, + 0.022613126784563065, + 0.02816551923751831, + 0.03469374403357506, + 0.09600697457790375 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.043075960129499435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287957534193993 + ], + "opposite_logprob_tokens": [ + -3.7732880115509033 + ], + "logprob_reward": -0.023287957534193993, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287957534193993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11128474771976471, + 0.06730131059885025, + 0.10199412703514099, + 0.08676727861166, + 0.08160241693258286, + 0.23291680216789246, + 0.05948996916413307, + 0.037895794957876205, + 0.18596597015857697, + 0.03478161245584488 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.023287957534193993 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107415184378624 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.01107415184378624, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107415184378624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03641960769891739, + 0.05033435672521591, + 0.02193356305360794, + 0.01570144295692444, + 0.023952171206474304, + 0.05493704229593277, + 0.10878868401050568, + 0.01942434534430504, + 0.026048937812447548, + 0.6424598693847656 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.01107415184378624 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Through a rapid-cut montage of macro close-ups, the film captures, with an almost scientific precision, the entire process of a droplet of ink, thick as night, plump and plump, plump black ink plunging into still, pure water. The sequence begins with an extreme close-up shot from directly above, showing the plump, jet-black droplet suspended above the water's surface. It then silently touches the surface, stirring a tiny, perfectly formed ripple. The camera then shifts to a horizontal profile, showing the moment the droplet pierces the surface, sinking like a miniature depth charge, leaving a slender, straight black trail. Then, an even closer close-up captures the body of the droplet's sudden yet graceful unfurling within the water, countless silky black tendrils spreading out in all directions to form a complex, evolving spherical cloud. Illuminated by a bright, even backlight, these inky filaments reveal breathtaking detail, some as dense as smoke, others as thin as gauze, interweaving into magnificent patterns reminiscent of cosmic nebulae or fractal geometry. The entire process takes place in absolute silence, with the dominant colors of the painting being extreme black and white, creating a visual atmosphere that is both chaotic and tranquil, full of Zen and a sense of abstract art.", + "seed": 24481, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_0/index_7447_seed_24481_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01848527111578733, + "vlm_logprob": -0.01848527111578733, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.01848527111578733, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06318672001361847 + ], + "opposite_logprob_tokens": [ + -3.1881866455078125 + ], + "logprob_reward": -0.06318672001361847, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.06318672001361847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10785874724388123, + 0.1464308202266693, + 0.0552123598754406, + 0.04372495040297508, + 0.10269526392221451, + 0.18040157854557037, + 0.12679168581962585, + 0.07351259887218475, + 0.025365402922034264, + 0.1380065530538559 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.06318672001361847 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059745293110609055 + ], + "opposite_logprob_tokens": [ + -5.130974292755127 + ], + "logprob_reward": -0.0059745293110609055, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059745293110609055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12230747938156128, + 0.21554997563362122, + 0.04694850370287895, + 0.22884565591812134, + 0.0456053763628006, + 0.0729818195104599, + 0.07941993325948715, + 0.06398393213748932, + 0.02440469339489937, + 0.0999525710940361 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0059745293110609055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052567594684660435 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.0052567594684660435, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052567594684660435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2921598255634308, + 0.05255020409822464, + 0.0653509795665741, + 0.08652999997138977, + 0.08880279213190079, + 0.17307788133621216, + 0.15653814375400543, + 0.019518984481692314, + 0.02474953979253769, + 0.04072166606783867 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0052567594684660435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019443194614723325 + ], + "opposite_logprob_tokens": [ + -6.251944541931152 + ], + "logprob_reward": -0.0019443194614723325, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019443194614723325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09449396282434464, + 0.06023329868912697, + 0.04520256817340851, + 0.17856143414974213, + 0.055865783244371414, + 0.18563447892665863, + 0.237742081284523, + 0.05796538665890694, + 0.04820768162608147, + 0.03609330579638481 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.0019443194614723325 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video composed of rapid-cut macro close-up shots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a thick, jet-black ink droplet plunging into still, pure water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sequence begin with an extreme close-up shot from directly above showing the droplet suspended above the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift to a horizontal profile view to show the droplet piercing the surface and sinking?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, even backlight revealing the inky filaments in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064027324318886 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064027324318886, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064027324318886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0767860934138298, + 0.04274287447333336, + 0.03372902795672417, + 0.25362086296081543, + 0.062428977340459824, + 0.0399668887257576, + 0.386013388633728, + 0.018173597753047943, + 0.031752604991197586, + 0.05478563532233238 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.016064027324318886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_1/index_tensor([186, 186])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_1/index_tensor([186, 186])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..86f34b5d14619ff76acc15e4e7eb9178038732eb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_1/index_tensor([186, 186])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot, held close to the ground, synchronizes with a crimson, angular, classic 1980s sedan as it speeds relentlessly through a rain-soaked city street, its wheels spinning rapidly, sending streaks of water splattering across the dark asphalt. Neon signs crisscross the towering facades of the street, their massive traditional Chinese characters flashing in saturated red, blue, and green, casting iridescent shadows on the wet pavement and the polished exteriors of the cars, creating a dazzling display of reflections. As the car speeds along, the lights and buildings in the background are stretched into flowing streaks of light by motion blur. The stark contrast between deep blue-black tones and highly saturated neon colors creates a rich, humid, and nostalgic Hong Kong retro feel.", + "seed": 15944, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_1/index_186_seed_15944_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03127462679985911, + "vlm_logprob": -0.03127462679985911, + "vlm_yes_no_margin": 4.474999952316284, + "vlm_token_credit": -0.03127462679985911, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1191786676645279 + ], + "opposite_logprob_tokens": [ + -2.2441787719726562 + ], + "logprob_reward": -0.1191786676645279, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1191786676645279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14583086967468262, + 0.08406823873519897, + 0.08669925481081009, + 0.09860523790121078, + 0.048162247985601425, + 0.04238729551434517, + 0.04562300443649292, + 0.08112221211194992, + 0.32693028450012207, + 0.0405714325606823 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.1191786676645279 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018206268548965454 + ], + "opposite_logprob_tokens": [ + -4.0182061195373535 + ], + "logprob_reward": -0.018206268548965454, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018206268548965454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2509254217147827, + 0.08533190190792084, + 0.07225903123617172, + 0.05073181912302971, + 0.08299638330936432, + 0.0464438796043396, + 0.0800287052989006, + 0.1486891657114029, + 0.13507194817066193, + 0.04752180725336075 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.018206268548965454 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742109544575214 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006742109544575214, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742109544575214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16782701015472412, + 0.11617208272218704, + 0.15917304158210754, + 0.16233626008033752, + 0.07918890565633774, + 0.0445142462849617, + 0.08081959933042526, + 0.0439821220934391, + 0.09939093142747879, + 0.04659586772322655 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.006742109544575214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011800715001299977 + ], + "opposite_logprob_tokens": [ + -6.751180171966553 + ], + "logprob_reward": -0.0011800715001299977, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011800715001299977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1158280000090599, + 0.14832042157649994, + 0.06477642804384232, + 0.08600089699029922, + 0.05044667795300484, + 0.05116378143429756, + 0.08096524327993393, + 0.26593226194381714, + 0.07274623215198517, + 0.06382006406784058 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0011800715001299977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066016741096973 + ], + "opposite_logprob_tokens": [ + -4.51106595993042 + ], + "logprob_reward": -0.011066016741096973, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066016741096973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08168715983629227, + 0.157544806599617, + 0.03491562232375145, + 0.017995895817875862, + 0.04247774928808212, + 0.028718361631035805, + 0.0210497435182333, + 0.17237615585327148, + 0.15141572058200836, + 0.29181885719299316 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.011066016741096973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, held close to the ground, synchronizes with a crimson, angular, classic 1980s sedan as it speeds relentlessly through a rain-soaked city street, its wheels spinning rapidly, sending streaks of water splattering across the dark asphalt. Neon signs crisscross the towering facades of the street, their massive traditional Chinese characters flashing in saturated red, blue, and green, casting iridescent shadows on the wet pavement and the polished exteriors of the cars, creating a dazzling display of reflections. As the car speeds along, the lights and buildings in the background are stretched into flowing streaks of light by motion blur. The stark contrast between deep blue-black tones and highly saturated neon colors creates a rich, humid, and nostalgic Hong Kong retro feel.", + "seed": 15945, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_1/index_186_seed_15945_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04612959390506148, + "vlm_logprob": -0.04612959390506148, + "vlm_yes_no_margin": 3.924999976158142, + "vlm_token_credit": -0.04612959390506148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14820393919944763 + ], + "opposite_logprob_tokens": [ + -2.0232038497924805 + ], + "logprob_reward": -0.14820393919944763, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14820393919944763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12436509132385254, + 0.15414473414421082, + 0.07188387215137482, + 0.1179705485701561, + 0.02028377540409565, + 0.11788772791624069, + 0.1285688877105713, + 0.10504704713821411, + 0.044241126626729965, + 0.11560721695423126 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.14820393919944763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497720092535019 + ], + "opposite_logprob_tokens": [ + -2.9299771785736084 + ], + "logprob_reward": -0.05497720092535019, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497720092535019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17495432496070862, + 0.13173682987689972, + 0.03631172701716423, + 0.12699159979820251, + 0.05994585528969765, + 0.1587686687707901, + 0.08091682195663452, + 0.04796817526221275, + 0.042473696172237396, + 0.13993236422538757 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.05497720092535019 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084645055234432 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.011084645055234432, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084645055234432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3195648491382599, + 0.10686047375202179, + 0.040999557822942734, + 0.07543081045150757, + 0.06113981083035469, + 0.055161572992801666, + 0.03566739335656166, + 0.09709678590297699, + 0.13782288134098053, + 0.07025586813688278 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.011084645055234432 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196639310568571 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.002196639310568571, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196639310568571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1521490216255188, + 0.10009850561618805, + 0.06632179021835327, + 0.17452172935009003, + 0.020901596173644066, + 0.0764726921916008, + 0.09177496284246445, + 0.09071385115385056, + 0.04812747240066528, + 0.17891840636730194 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.002196639310568571 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185545034706593 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.014185545034706593, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185545034706593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11663544923067093, + 0.10884573310613632, + 0.02539271116256714, + 0.056119900196790695, + 0.027772467583417892, + 0.08404030650854111, + 0.11319055408239365, + 0.13759486377239227, + 0.04394575208425522, + 0.2864622175693512 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.014185545034706593 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, held close to the ground, synchronizes with a crimson, angular, classic 1980s sedan as it speeds relentlessly through a rain-soaked city street, its wheels spinning rapidly, sending streaks of water splattering across the dark asphalt. Neon signs crisscross the towering facades of the street, their massive traditional Chinese characters flashing in saturated red, blue, and green, casting iridescent shadows on the wet pavement and the polished exteriors of the cars, creating a dazzling display of reflections. As the car speeds along, the lights and buildings in the background are stretched into flowing streaks of light by motion blur. The stark contrast between deep blue-black tones and highly saturated neon colors creates a rich, humid, and nostalgic Hong Kong retro feel.", + "seed": 15946, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_1/index_186_seed_15946_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024703200615476817, + "vlm_logprob": -0.024703200615476817, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.024703200615476817, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08721103519201279 + ], + "opposite_logprob_tokens": [ + -2.5872111320495605 + ], + "logprob_reward": -0.08721103519201279, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08721103519201279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22601398825645447, + 0.039474863559007645, + 0.0860968753695488, + 0.020263580605387688, + 0.13210168480873108, + 0.09888577461242676, + 0.08050449192523956, + 0.12659728527069092, + 0.02507000043988228, + 0.16499146819114685 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.08721103519201279 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658131584525108 + ], + "opposite_logprob_tokens": [ + -4.758657932281494 + ], + "logprob_reward": -0.008658131584525108, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658131584525108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13281673192977905, + 0.16645760834217072, + 0.11040604114532471, + 0.04327653348445892, + 0.06224557384848595, + 0.0673552006483078, + 0.055707838386297226, + 0.22278301417827606, + 0.05408313870429993, + 0.08486832678318024 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.008658131584525108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087591759860516 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087591759860516, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087591759860516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17852860689163208, + 0.1612534373998642, + 0.10609489679336548, + 0.10820057988166809, + 0.127773717045784, + 0.05508975312113762, + 0.02315053716301918, + 0.08785843104124069, + 0.08496294915676117, + 0.06708713620901108 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.011087591759860516 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004968600696884096 + ], + "opposite_logprob_tokens": [ + -7.625496864318848 + ], + "logprob_reward": -0.0004968600696884096, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004968600696884096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11742105334997177, + 0.1378319412469864, + 0.045065999031066895, + 0.030246086418628693, + 0.07492461800575256, + 0.059376563876867294, + 0.07743317633867264, + 0.19732609391212463, + 0.08676844835281372, + 0.1736059933900833 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.0004968600696884096 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062384471297264 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062384471297264, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062384471297264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060816675424575806, + 0.012660302221775055, + 0.02607671543955803, + 0.013479307293891907, + 0.044789474457502365, + 0.0934985876083374, + 0.06362565606832504, + 0.08271651715040207, + 0.06100350245833397, + 0.5413333773612976 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.016062384471297264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, held close to the ground, synchronizes with a crimson, angular, classic 1980s sedan as it speeds relentlessly through a rain-soaked city street, its wheels spinning rapidly, sending streaks of water splattering across the dark asphalt. Neon signs crisscross the towering facades of the street, their massive traditional Chinese characters flashing in saturated red, blue, and green, casting iridescent shadows on the wet pavement and the polished exteriors of the cars, creating a dazzling display of reflections. As the car speeds along, the lights and buildings in the background are stretched into flowing streaks of light by motion blur. The stark contrast between deep blue-black tones and highly saturated neon colors creates a rich, humid, and nostalgic Hong Kong retro feel.", + "seed": 15947, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_1/index_186_seed_15947_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03195676257601008, + "vlm_logprob": -0.03195676257601008, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.03195676257601008, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11848225444555283 + ], + "opposite_logprob_tokens": [ + -2.2434823513031006 + ], + "logprob_reward": -0.11848225444555283, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11848225444555283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08417735248804092, + 0.09951145201921463, + 0.17902447283267975, + 0.03477109596133232, + 0.08921588212251663, + 0.14117279648780823, + 0.07496793568134308, + 0.1124536395072937, + 0.12250293046236038, + 0.06220250949263573 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.11848225444555283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020597489550709724 + ], + "opposite_logprob_tokens": [ + -3.895597457885742 + ], + "logprob_reward": -0.020597489550709724, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020597489550709724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0922556221485138, + 0.30587154626846313, + 0.16196268796920776, + 0.060381386429071426, + 0.03669525682926178, + 0.03761685639619827, + 0.06493804603815079, + 0.05597574636340141, + 0.12064456939697266, + 0.06365831196308136 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.020597489550709724 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595545070245862 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.00595545070245862, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595545070245862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058061908930540085, + 0.04897695034742355, + 0.40352553129196167, + 0.024386944249272346, + 0.09037021547555923, + 0.08739958703517914, + 0.07544934004545212, + 0.10056435316801071, + 0.04523628205060959, + 0.06602887064218521 + ], + "top_frames": [ + 2, + 7, + 4 + ], + "selected_reward": -0.00595545070245862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005607224884442985 + ], + "opposite_logprob_tokens": [ + -7.500560760498047 + ], + "logprob_reward": -0.0005607224884442985, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005607224884442985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06793031096458435, + 0.4072211682796478, + 0.24607853591442108, + 0.030032744631171227, + 0.02633090503513813, + 0.030440783128142357, + 0.0231644157320261, + 0.03310343250632286, + 0.10148708522319794, + 0.03421055153012276 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.0005607224884442985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle close to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a crimson, angular, classic 1980s sedan visible speeding through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are neon signs with traditional Chinese characters flashing in red, blue, and green on the buildings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background showing motion blur with lights and buildings stretched into flowing streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a dark asphalt street with rain-soaked conditions and water splattering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187895692884922 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.014187895692884922, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187895692884922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03611793741583824, + 0.07522188127040863, + 0.04340342432260513, + 0.053005680441856384, + 0.06423843652009964, + 0.1458919793367386, + 0.053417280316352844, + 0.2628765106201172, + 0.16647453606128693, + 0.0993523821234703 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.014187895692884922 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_10/index_tensor([9143, 9143])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_10/index_tensor([9143, 9143])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5a57986ded5b23e121a2a6d40cdfb50c833aa3dd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_10/index_tensor([9143, 9143])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An immersive first-person camera places us in the ornate cockpit of a vast mechanical cog train, gazing out through a vast, curved crystal porthole framed by an intricately carved brass frame. The control panel itself is a work of art, its magical crystal panels shimmering with runes interwoven with countless precisely interlocking brass instrument panels. A core power crystal at its center pulses with a steady and powerful blue light. The train struggles upward along an impossibly thick, towering vine, its every advance accompanied by a deep, rhythmic mechanical throb, as if the entire world trembles slightly under the force. At the edge of our vision, massive brass drive gears can be seen, locked with thunderous force into the crystalline grooves of the vine's surface, emitting golden sparks of mechanics and magic. Outside the window, an otherworldly scene unfolded: countless verdant floating islands dotted a sky shimmering in purple and gold, some glimpsed with elegant spires. Magnificent waterfalls of energy, like liquid light, cascaded down from the edges of lofty islands or through breaks in the clouds, silently washing over the vast expanse. The entire scene, adorned with the sumptuous style of Final Fantasy, seamlessly blended the mechanical aesthetics of steampunk with the magical wonders of high fantasy, creating an epic atmosphere of vastness, grandeur, and endless desire for exploration.", + "seed": 10365, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_10/index_9143_seed_10365_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012854277715086937, + "vlm_logprob": -0.012854277715086937, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.012854277715086937, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016978740692138672 + ], + "opposite_logprob_tokens": [ + -4.141978740692139 + ], + "logprob_reward": -0.016978740692138672, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016978740692138672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14261756837368011, + 0.16998788714408875, + 0.1156192272901535, + 0.08408104628324509, + 0.072478286921978, + 0.05937798693776131, + 0.09331751614809036, + 0.15027278661727905, + 0.04301539808511734, + 0.06923231482505798 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.016978740692138672 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006389960180968046 + ], + "opposite_logprob_tokens": [ + -7.375638961791992 + ], + "logprob_reward": -0.0006389960180968046, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006389960180968046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10316227376461029, + 0.1659420281648636, + 0.06429171562194824, + 0.07899946719408035, + 0.08421251177787781, + 0.05962323024868965, + 0.13618433475494385, + 0.23227600753307343, + 0.03511543199419975, + 0.04019303247332573 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.0006389960180968046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031966085080057383 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.0031966085080057383, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031966085080057383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19907616078853607, + 0.08074013143777847, + 0.1100812777876854, + 0.14811715483665466, + 0.07837644219398499, + 0.09172753989696503, + 0.03994813188910484, + 0.16132110357284546, + 0.04382217302918434, + 0.04678979143500328 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0031966085080057383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368496149778366 + ], + "opposite_logprob_tokens": [ + -3.4086849689483643 + ], + "logprob_reward": -0.03368496149778366, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368496149778366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10894317179918289, + 0.04532455652952194, + 0.05988682061433792, + 0.08349012583494186, + 0.06472605466842651, + 0.11288513988256454, + 0.12925657629966736, + 0.17183370888233185, + 0.04072170332074165, + 0.18293215334415436 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.03368496149778366 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009772081859409809 + ], + "opposite_logprob_tokens": [ + -4.634772300720215 + ], + "logprob_reward": -0.009772081859409809, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009772081859409809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.068031907081604, + 0.5770514607429504, + 0.06445937603712082, + 0.023708375170826912, + 0.04993964359164238, + 0.08911220729351044, + 0.030055033043026924, + 0.03802880272269249, + 0.015542382374405861, + 0.04407079890370369 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.009772081859409809 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person camera places us in the ornate cockpit of a vast mechanical cog train, gazing out through a vast, curved crystal porthole framed by an intricately carved brass frame. The control panel itself is a work of art, its magical crystal panels shimmering with runes interwoven with countless precisely interlocking brass instrument panels. A core power crystal at its center pulses with a steady and powerful blue light. The train struggles upward along an impossibly thick, towering vine, its every advance accompanied by a deep, rhythmic mechanical throb, as if the entire world trembles slightly under the force. At the edge of our vision, massive brass drive gears can be seen, locked with thunderous force into the crystalline grooves of the vine's surface, emitting golden sparks of mechanics and magic. Outside the window, an otherworldly scene unfolded: countless verdant floating islands dotted a sky shimmering in purple and gold, some glimpsed with elegant spires. Magnificent waterfalls of energy, like liquid light, cascaded down from the edges of lofty islands or through breaks in the clouds, silently washing over the vast expanse. The entire scene, adorned with the sumptuous style of Final Fantasy, seamlessly blended the mechanical aesthetics of steampunk with the magical wonders of high fantasy, creating an epic atmosphere of vastness, grandeur, and endless desire for exploration.", + "seed": 10366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_10/index_9143_seed_10366_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016376853990368544, + "vlm_logprob": -0.016376853990368544, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.016376853990368544, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05586276948451996 + ], + "opposite_logprob_tokens": [ + -2.9308626651763916 + ], + "logprob_reward": -0.05586276948451996, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05586276948451996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6391580104827881, + 0.04370930418372154, + 0.03334725275635719, + 0.022154808044433594, + 0.035799164324998856, + 0.010839673690497875, + 0.01563449762761593, + 0.15072543919086456, + 0.02692880854010582, + 0.021702995523810387 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.05586276948451996 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024996723514050245 + ], + "opposite_logprob_tokens": [ + -6.002499580383301 + ], + "logprob_reward": -0.0024996723514050245, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024996723514050245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4053298234939575, + 0.09934796392917633, + 0.02882600761950016, + 0.11052381247282028, + 0.023794328793883324, + 0.018039366230368614, + 0.08003902435302734, + 0.12017945200204849, + 0.048516515642404556, + 0.06540372967720032 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0024996723514050245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015190026024356484 + ], + "opposite_logprob_tokens": [ + -6.501519203186035 + ], + "logprob_reward": -0.0015190026024356484, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015190026024356484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35738039016723633, + 0.13916000723838806, + 0.040641460567712784, + 0.06717536598443985, + 0.03636898472905159, + 0.038468170911073685, + 0.04676217585802078, + 0.153869166970253, + 0.07899658381938934, + 0.04117767885327339 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0015190026024356484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944311618804932 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944311618804932, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944311618804932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14181195199489594, + 0.0533866211771965, + 0.08734273910522461, + 0.06195051595568657, + 0.03806623816490173, + 0.06495664268732071, + 0.1925397515296936, + 0.13509881496429443, + 0.13046762347221375, + 0.09437917917966843 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.005944311618804932 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016058513894677162 + ], + "opposite_logprob_tokens": [ + -4.141058444976807 + ], + "logprob_reward": -0.016058513894677162, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016058513894677162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45384055376052856, + 0.0993066355586052, + 0.0982515811920166, + 0.03351714834570885, + 0.015537736006081104, + 0.019703900441527367, + 0.10349167138338089, + 0.0839950367808342, + 0.04552153870463371, + 0.046834178268909454 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.016058513894677162 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person camera places us in the ornate cockpit of a vast mechanical cog train, gazing out through a vast, curved crystal porthole framed by an intricately carved brass frame. The control panel itself is a work of art, its magical crystal panels shimmering with runes interwoven with countless precisely interlocking brass instrument panels. A core power crystal at its center pulses with a steady and powerful blue light. The train struggles upward along an impossibly thick, towering vine, its every advance accompanied by a deep, rhythmic mechanical throb, as if the entire world trembles slightly under the force. At the edge of our vision, massive brass drive gears can be seen, locked with thunderous force into the crystalline grooves of the vine's surface, emitting golden sparks of mechanics and magic. Outside the window, an otherworldly scene unfolded: countless verdant floating islands dotted a sky shimmering in purple and gold, some glimpsed with elegant spires. Magnificent waterfalls of energy, like liquid light, cascaded down from the edges of lofty islands or through breaks in the clouds, silently washing over the vast expanse. The entire scene, adorned with the sumptuous style of Final Fantasy, seamlessly blended the mechanical aesthetics of steampunk with the magical wonders of high fantasy, creating an epic atmosphere of vastness, grandeur, and endless desire for exploration.", + "seed": 10367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_10/index_9143_seed_10367_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.006950088404119014, + "vlm_logprob": -0.006950088404119014, + "vlm_yes_no_margin": 5.424999952316284, + "vlm_token_credit": -0.006950088404119014, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019098442047834396 + ], + "opposite_logprob_tokens": [ + -4.019098281860352 + ], + "logprob_reward": -0.019098442047834396, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.019098442047834396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12187580019235611, + 0.13337379693984985, + 0.05063527449965477, + 0.05939635634422302, + 0.07961389422416687, + 0.20102402567863464, + 0.10861023515462875, + 0.13954776525497437, + 0.08111236989498138, + 0.02481049858033657 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.019098442047834396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001341396477073431 + ], + "opposite_logprob_tokens": [ + -6.626341342926025 + ], + "logprob_reward": -0.001341396477073431, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001341396477073431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17987075448036194, + 0.13810577988624573, + 0.05284399539232254, + 0.027688972651958466, + 0.07725729793310165, + 0.23724277317523956, + 0.11218387633562088, + 0.09731975942850113, + 0.05182081460952759, + 0.0256660096347332 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.001341396477073431 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024921807926148176 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.0024921807926148176, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024921807926148176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2200619876384735, + 0.0792117565870285, + 0.04771261289715767, + 0.022893236950039864, + 0.02648731879889965, + 0.11419358849525452, + 0.0838044285774231, + 0.35405340790748596, + 0.02412436157464981, + 0.02745729312300682 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0024921807926148176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190072951838374 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.003190072951838374, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190072951838374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13003934919834137, + 0.11978720873594284, + 0.08384901285171509, + 0.043604254722595215, + 0.028665700927376747, + 0.08235563337802887, + 0.13420532643795013, + 0.20154446363449097, + 0.0958896353840828, + 0.08005944639444351 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.003190072951838374 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008628349751234055 + ], + "opposite_logprob_tokens": [ + -4.7586283683776855 + ], + "logprob_reward": -0.008628349751234055, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008628349751234055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20636649429798126, + 0.0830332413315773, + 0.031309131532907486, + 0.08030274510383606, + 0.02119353599846363, + 0.06826020777225494, + 0.031044241040945053, + 0.44357359409332275, + 0.026827532798051834, + 0.00808925274759531 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.008628349751234055 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person camera places us in the ornate cockpit of a vast mechanical cog train, gazing out through a vast, curved crystal porthole framed by an intricately carved brass frame. The control panel itself is a work of art, its magical crystal panels shimmering with runes interwoven with countless precisely interlocking brass instrument panels. A core power crystal at its center pulses with a steady and powerful blue light. The train struggles upward along an impossibly thick, towering vine, its every advance accompanied by a deep, rhythmic mechanical throb, as if the entire world trembles slightly under the force. At the edge of our vision, massive brass drive gears can be seen, locked with thunderous force into the crystalline grooves of the vine's surface, emitting golden sparks of mechanics and magic. Outside the window, an otherworldly scene unfolded: countless verdant floating islands dotted a sky shimmering in purple and gold, some glimpsed with elegant spires. Magnificent waterfalls of energy, like liquid light, cascaded down from the edges of lofty islands or through breaks in the clouds, silently washing over the vast expanse. The entire scene, adorned with the sumptuous style of Final Fantasy, seamlessly blended the mechanical aesthetics of steampunk with the magical wonders of high fantasy, creating an epic atmosphere of vastness, grandeur, and endless desire for exploration.", + "seed": 10368, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_10/index_9143_seed_10368_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.012968694558367133, + "vlm_logprob": -0.012968694558367133, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.012968694558367133, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03560991957783699 + ], + "opposite_logprob_tokens": [ + -3.4106099605560303 + ], + "logprob_reward": -0.03560991957783699, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03560991957783699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.254617303609848, + 0.05579528957605362, + 0.05246363952755928, + 0.07188306003808975, + 0.15854813158512115, + 0.08475680649280548, + 0.14291511476039886, + 0.06468074023723602, + 0.06854864954948425, + 0.04579125717282295 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.03560991957783699 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013454442378133535 + ], + "opposite_logprob_tokens": [ + -6.626345634460449 + ], + "logprob_reward": -0.0013454442378133535, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013454442378133535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14629387855529785, + 0.10925477743148804, + 0.03690985217690468, + 0.030941352248191833, + 0.04022098705172539, + 0.08795229345560074, + 0.13289766013622284, + 0.17945820093154907, + 0.11116988956928253, + 0.12490112334489822 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0013454442378133535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197559155523777 + ], + "opposite_logprob_tokens": [ + -5.75319766998291 + ], + "logprob_reward": -0.003197559155523777, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197559155523777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1416836977005005, + 0.2671774625778198, + 0.040660955011844635, + 0.032099805772304535, + 0.06373950839042664, + 0.060164131224155426, + 0.14375537633895874, + 0.07949847728013992, + 0.07823050022125244, + 0.09299010783433914 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.003197559155523777 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635204285383224 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635204285383224, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635204285383224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11780639737844467, + 0.030846834182739258, + 0.09077493846416473, + 0.029471859335899353, + 0.09232271462678909, + 0.12718631327152252, + 0.13962654769420624, + 0.135105699300766, + 0.013138401322066784, + 0.2237202525138855 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.008635204285383224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a first-person perspective inside an ornate mechanical cockpit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the view framed by a curved crystal porthole with an intricately carved brass frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the control panel visible with magical crystal panels featuring runes and interlocking brass instrument panels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core power crystal visible at the center of the panel pulsing with a steady blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background visible through the window showing verdant floating islands in a purple and gold sky with energy waterfalls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605534553527832 + ], + "opposite_logprob_tokens": [ + -4.141055107116699 + ], + "logprob_reward": -0.01605534553527832, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605534553527832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0567682646214962, + 0.0905485525727272, + 0.07557808607816696, + 0.028941413387656212, + 0.03834288567304611, + 0.20564571022987366, + 0.06721644103527069, + 0.19631804525852203, + 0.16609375178813934, + 0.07454675436019897 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.01605534553527832 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_11/index_tensor([6055, 6055])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_11/index_tensor([6055, 6055])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..86f5733f354d1253ab5f7dd532a5c58b79ea2103 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_11/index_tensor([6055, 6055])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, tracking, full-body photograph follows a lone male figure as he glides gracefully through a dimly lit vinegar brewery, carrying liquid fluid. Bare-chested, his lean, athletic torso gleams in the warmth, emitting a delicate odor of moisture. His dark, damp hair clings to his forehead, and his expression is filled with pensive concentration. With a sensual and suggestive style, he meanders through the narrow gaps between massive, ancient oak barrels, his hands sliding across the rough, dark wood as he navigates the space. Each movement is slow and deliberate; his torso twists fluidly, his feet, clad in simple dark trousers, press silently against the cool, uneven stone floor. Towering wooden barrels, bound by rusted iron rings, fill the vast space, their surfaces revealing an ancient patina. The air is thick and acrid, dust dancing in the warm, faint light that penetrates the darkness through the tall, grimy windows. This warm lighting casts long, deep shadows that shape the outlines of his body and highlight the rich, dark brown grain of the wood, creating an atmosphere where his patient, controlled dance echoes the slow, silent, and ancient process of fermentation that takes place within the barrels around him.", + "seed": 9338, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_11/index_6055_seed_9338_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.00972010036930442, + "vlm_logprob": -0.00972010036930442, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.00972010036930442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0029835256282240152 + ], + "opposite_logprob_tokens": [ + -6.002983570098877 + ], + "logprob_reward": -0.0029835256282240152, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0029835256282240152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28541961312294006, + 0.1213940903544426, + 0.053796328604221344, + 0.03976788744330406, + 0.05529839172959328, + 0.07460872083902359, + 0.07905658334493637, + 0.11353882402181625, + 0.1287236213684082, + 0.048395827412605286 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0029835256282240152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645367808640003 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645367808640003, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645367808640003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2956935465335846, + 0.13483455777168274, + 0.14375075697898865, + 0.07525225728750229, + 0.06180282309651375, + 0.08341549336910248, + 0.11728005111217499, + 0.03579838201403618, + 0.023450791835784912, + 0.02872134931385517 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008645367808640003 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978513017296791 + ], + "opposite_logprob_tokens": [ + -3.52978515625 + ], + "logprob_reward": -0.02978513017296791, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978513017296791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07995010167360306, + 0.047240279614925385, + 0.15645495057106018, + 0.06799871474504471, + 0.13074439764022827, + 0.16936476528644562, + 0.1769227236509323, + 0.06279028207063675, + 0.059497687965631485, + 0.04903612658381462 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.02978513017296791 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001939917216077447 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.001939917216077447, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001939917216077447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32886722683906555, + 0.06878585368394852, + 0.08157265186309814, + 0.041470617055892944, + 0.07241871953010559, + 0.05261550471186638, + 0.09236643463373184, + 0.10477610677480698, + 0.07917435467243195, + 0.07795248925685883 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.001939917216077447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246561020612717 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246561020612717, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246561020612717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22332307696342468, + 0.06545694917440414, + 0.07565207779407501, + 0.06677720695734024, + 0.07124637067317963, + 0.15989576280117035, + 0.10981891304254532, + 0.09315653145313263, + 0.05941123887896538, + 0.07526198774576187 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.005246561020612717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, tracking, full-body photograph follows a lone male figure as he glides gracefully through a dimly lit vinegar brewery, carrying liquid fluid. Bare-chested, his lean, athletic torso gleams in the warmth, emitting a delicate odor of moisture. His dark, damp hair clings to his forehead, and his expression is filled with pensive concentration. With a sensual and suggestive style, he meanders through the narrow gaps between massive, ancient oak barrels, his hands sliding across the rough, dark wood as he navigates the space. Each movement is slow and deliberate; his torso twists fluidly, his feet, clad in simple dark trousers, press silently against the cool, uneven stone floor. Towering wooden barrels, bound by rusted iron rings, fill the vast space, their surfaces revealing an ancient patina. The air is thick and acrid, dust dancing in the warm, faint light that penetrates the darkness through the tall, grimy windows. This warm lighting casts long, deep shadows that shape the outlines of his body and highlight the rich, dark brown grain of the wood, creating an atmosphere where his patient, controlled dance echoes the slow, silent, and ancient process of fermentation that takes place within the barrels around him.", + "seed": 9339, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_11/index_6055_seed_9339_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2735487285070121, + "vlm_logprob": -0.2735487285070121, + "vlm_yes_no_margin": 3.4750000119209288, + "vlm_token_credit": -0.2735487285070121, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014473569579422474 + ], + "opposite_logprob_tokens": [ + -4.2644734382629395 + ], + "logprob_reward": -0.014473569579422474, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014473569579422474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2600831389427185, + 0.16050949692726135, + 0.11395521461963654, + 0.0820075049996376, + 0.05116318166255951, + 0.07488134503364563, + 0.09499358385801315, + 0.043250616639852524, + 0.04656762257218361, + 0.07258829474449158 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014473569579422474 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982146292924881 + ], + "opposite_logprob_tokens": [ + -3.5298213958740234 + ], + "logprob_reward": -0.02982146292924881, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982146292924881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2281411588191986, + 0.1362345963716507, + 0.10895735025405884, + 0.08541624993085861, + 0.052456095814704895, + 0.08637138456106186, + 0.13713523745536804, + 0.0286300927400589, + 0.06533665210008621, + 0.07132110744714737 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02982146292924881 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3133971691131592 + ], + "opposite_logprob_tokens": [ + -0.31339722871780396 + ], + "logprob_reward": -1.3133971691131592, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.3133971691131592, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12151378393173218, + 0.14935649931430817, + 0.09887799620628357, + 0.10553955286741257, + 0.05379389971494675, + 0.16642114520072937, + 0.12829247117042542, + 0.02855781652033329, + 0.09385449439287186, + 0.05379230156540871 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -1.3133971691131592 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103692714124918 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.004103692714124918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103692714124918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15494701266288757, + 0.17392075061798096, + 0.09150885790586472, + 0.09644822776317596, + 0.04450523480772972, + 0.1634347140789032, + 0.12444927543401718, + 0.03225450962781906, + 0.06339693814516068, + 0.055134475231170654 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.004103692714124918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947748199105263 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947748199105263, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947748199105263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23834265768527985, + 0.13771918416023254, + 0.06866108626127243, + 0.094617560505867, + 0.06321051716804504, + 0.10690312087535858, + 0.09245771914720535, + 0.08096681535243988, + 0.0560530349612236, + 0.06106838211417198 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.005947748199105263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, tracking, full-body photograph follows a lone male figure as he glides gracefully through a dimly lit vinegar brewery, carrying liquid fluid. Bare-chested, his lean, athletic torso gleams in the warmth, emitting a delicate odor of moisture. His dark, damp hair clings to his forehead, and his expression is filled with pensive concentration. With a sensual and suggestive style, he meanders through the narrow gaps between massive, ancient oak barrels, his hands sliding across the rough, dark wood as he navigates the space. Each movement is slow and deliberate; his torso twists fluidly, his feet, clad in simple dark trousers, press silently against the cool, uneven stone floor. Towering wooden barrels, bound by rusted iron rings, fill the vast space, their surfaces revealing an ancient patina. The air is thick and acrid, dust dancing in the warm, faint light that penetrates the darkness through the tall, grimy windows. This warm lighting casts long, deep shadows that shape the outlines of his body and highlight the rich, dark brown grain of the wood, creating an atmosphere where his patient, controlled dance echoes the slow, silent, and ancient process of fermentation that takes place within the barrels around him.", + "seed": 9340, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_11/index_6055_seed_9340_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014238231349736452, + "vlm_logprob": -0.014238231349736452, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.014238231349736452, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008069531992077827 + ], + "opposite_logprob_tokens": [ + -4.8830695152282715 + ], + "logprob_reward": -0.008069531992077827, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008069531992077827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2175365686416626, + 0.07018862664699554, + 0.05036307871341705, + 0.17983704805374146, + 0.05934840068221092, + 0.2003612369298935, + 0.04900723695755005, + 0.09112640470266342, + 0.04102630168199539, + 0.04120507463812828 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.008069531992077827 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203056693077087 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203056693077087, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203056693077087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2673843204975128, + 0.06188308447599411, + 0.14234943687915802, + 0.10331364721059799, + 0.09298362582921982, + 0.1295825093984604, + 0.04849059507250786, + 0.05156441032886505, + 0.05651785433292389, + 0.04593055322766304 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.014203056693077087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038087546825408936 + ], + "opposite_logprob_tokens": [ + -3.2880876064300537 + ], + "logprob_reward": -0.038087546825408936, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038087546825408936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19624680280685425, + 0.07978106290102005, + 0.06815414875745773, + 0.08810264617204666, + 0.05690732225775719, + 0.1631682962179184, + 0.10688238590955734, + 0.0993150845170021, + 0.07270992547273636, + 0.06873229891061783 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.038087546825408936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021974719129502773 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021974719129502773, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021974719129502773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24239234626293182, + 0.053229618817567825, + 0.0856560617685318, + 0.07174740731716156, + 0.10546217113733292, + 0.10814733058214188, + 0.07474233955144882, + 0.10588375478982925, + 0.07061383128166199, + 0.08212511241436005 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0021974719129502773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633549325168133 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633549325168133, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633549325168133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.531062662601471, + 0.05413113161921501, + 0.03251402825117111, + 0.053151607513427734, + 0.03582412376999855, + 0.1632370501756668, + 0.028884390369057655, + 0.032256606966257095, + 0.026407569646835327, + 0.04253081604838371 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.008633549325168133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, tracking, full-body photograph follows a lone male figure as he glides gracefully through a dimly lit vinegar brewery, carrying liquid fluid. Bare-chested, his lean, athletic torso gleams in the warmth, emitting a delicate odor of moisture. His dark, damp hair clings to his forehead, and his expression is filled with pensive concentration. With a sensual and suggestive style, he meanders through the narrow gaps between massive, ancient oak barrels, his hands sliding across the rough, dark wood as he navigates the space. Each movement is slow and deliberate; his torso twists fluidly, his feet, clad in simple dark trousers, press silently against the cool, uneven stone floor. Towering wooden barrels, bound by rusted iron rings, fill the vast space, their surfaces revealing an ancient patina. The air is thick and acrid, dust dancing in the warm, faint light that penetrates the darkness through the tall, grimy windows. This warm lighting casts long, deep shadows that shape the outlines of his body and highlight the rich, dark brown grain of the wood, creating an atmosphere where his patient, controlled dance echoes the slow, silent, and ancient process of fermentation that takes place within the barrels around him.", + "seed": 9341, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_11/index_6055_seed_9341_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00814909189939499, + "vlm_logprob": -0.00814909189939499, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.00814909189939499, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004906518384814262 + ], + "opposite_logprob_tokens": [ + -5.37990665435791 + ], + "logprob_reward": -0.004906518384814262, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004906518384814262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23842956125736237, + 0.04260733351111412, + 0.052613046020269394, + 0.08147603273391724, + 0.0574355386197567, + 0.3160507082939148, + 0.07948337495326996, + 0.039712488651275635, + 0.017520420253276825, + 0.0746714323759079 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.004906518384814262 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197370693087578 + ], + "opposite_logprob_tokens": [ + -4.018197536468506 + ], + "logprob_reward": -0.018197370693087578, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197370693087578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09820067137479782, + 0.04017575830221176, + 0.03419335559010506, + 0.09221865981817245, + 0.07740799337625504, + 0.29893019795417786, + 0.07352853566408157, + 0.07738767564296722, + 0.05175568535923958, + 0.1562015265226364 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.018197370693087578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069436557590961 + ], + "opposite_logprob_tokens": [ + -4.511069297790527 + ], + "logprob_reward": -0.011069436557590961, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069436557590961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11014827340841293, + 0.047441571950912476, + 0.13097169995307922, + 0.12265551090240479, + 0.09123247116804123, + 0.1611773818731308, + 0.11921851336956024, + 0.05000711604952812, + 0.07100549340248108, + 0.0961420014500618 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.011069436557590961 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019393223337829113 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019393223337829113, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019393223337829113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14298538863658905, + 0.047220807522535324, + 0.06474927067756653, + 0.06115502864122391, + 0.09129732102155685, + 0.4036228060722351, + 0.04614614322781563, + 0.043310146778821945, + 0.02559259906411171, + 0.07392049580812454 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0019393223337829113 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bare-chested male figure with dark, damp hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a dimly lit vinegar brewery filled with massive, ancient oak barrels bound by rusted iron rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera using a slow, tracking shot to follow the figure's full body as he moves through the narrow gaps between barrels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure wear simple dark trousers and move with slow, deliberate, fluid motions while his hands slide across the rough wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting warm and faint, casting long, deep shadows and illuminating dust dancing in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632811527699232 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004632811527699232, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632811527699232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0646512508392334, + 0.02734910324215889, + 0.1410946398973465, + 0.07194402813911438, + 0.05886435508728027, + 0.4258507192134857, + 0.03772474825382233, + 0.041289836168289185, + 0.02818712405860424, + 0.10304419696331024 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.004632811527699232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_12/index_tensor([1340, 1340])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_12/index_tensor([1340, 1340])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dc48994480d9a99519a35f8c717955580052feb0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_12/index_tensor([1340, 1340])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, medium shot captures a young man, reminiscent of Tooo Takaki, with neatly trimmed black hair and a slender build, standing near a rural railway crossing beneath a spectacular meteor shower. The scene is rendered in a style heavily inspired by Van Gogh's \"Starry Night\"; the sky above is a turbulent vortex of deep, swirling blues and fiery yellows, painted with thick, expressive brushstrokes. Bright meteors streak across this celestial canvas, appearing like thick streaks of golden unglazed paint, leaving behind tangible, textured traces. Below, the young man stands in silent awe, his half-profile face looking upward with a look of deep longing. He is at an intersection where two red traffic lights flash rhythmically, casting intermittent crimson pulses across the snow-covered ground. The swirling, textured light from the sky and the flashing signals create a dramatic play, as shadows writhe across the snow, culminating in a scene of intense, emotional beauty and solitary contemplation.", + "seed": 16829, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_12/index_1340_seed_16829_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06363147497177124, + "vlm_logprob": -0.06363147497177124, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.06363147497177124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2562287151813507 + ], + "opposite_logprob_tokens": [ + -1.5062286853790283 + ], + "logprob_reward": -0.2562287151813507, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2562287151813507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25839918851852417, + 0.13236001133918762, + 0.026431972160935402, + 0.03867804631590843, + 0.047889623790979385, + 0.04756650701165199, + 0.13899293541908264, + 0.2504938244819641, + 0.033809687942266464, + 0.02537822723388672 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.2562287151813507 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001348182326182723 + ], + "opposite_logprob_tokens": [ + -6.62634801864624 + ], + "logprob_reward": -0.001348182326182723, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001348182326182723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08964595943689346, + 0.12178482860326767, + 0.051823146641254425, + 0.037762582302093506, + 0.03271907567977905, + 0.024403518065810204, + 0.028992412611842155, + 0.5741509795188904, + 0.022601790726184845, + 0.016115708276629448 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.001348182326182723 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615867579355836 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.003615867579355836, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615867579355836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1524454951286316, + 0.33439725637435913, + 0.07099150866270065, + 0.04869366064667702, + 0.038113951683044434, + 0.044225063174963, + 0.08104700595140457, + 0.14046773314476013, + 0.05325143039226532, + 0.036366987973451614 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.003615867579355836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368876501917839 + ], + "opposite_logprob_tokens": [ + -3.40868878364563 + ], + "logprob_reward": -0.03368876501917839, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368876501917839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1546577513217926, + 0.20111392438411713, + 0.03314868360757828, + 0.05535987392067909, + 0.0513000525534153, + 0.0493052676320076, + 0.0774865597486496, + 0.27763989567756653, + 0.051526837050914764, + 0.04846116900444031 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.03368876501917839 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023275844752788544 + ], + "opposite_logprob_tokens": [ + -3.773275852203369 + ], + "logprob_reward": -0.023275844752788544, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023275844752788544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11537627875804901, + 0.20321141183376312, + 0.13431043922901154, + 0.07882080227136612, + 0.03823276236653328, + 0.036387767642736435, + 0.10420440137386322, + 0.1633795201778412, + 0.09732235223054886, + 0.028754225000739098 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.023275844752788544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a young man, reminiscent of Tooo Takaki, with neatly trimmed black hair and a slender build, standing near a rural railway crossing beneath a spectacular meteor shower. The scene is rendered in a style heavily inspired by Van Gogh's \"Starry Night\"; the sky above is a turbulent vortex of deep, swirling blues and fiery yellows, painted with thick, expressive brushstrokes. Bright meteors streak across this celestial canvas, appearing like thick streaks of golden unglazed paint, leaving behind tangible, textured traces. Below, the young man stands in silent awe, his half-profile face looking upward with a look of deep longing. He is at an intersection where two red traffic lights flash rhythmically, casting intermittent crimson pulses across the snow-covered ground. The swirling, textured light from the sky and the flashing signals create a dramatic play, as shadows writhe across the snow, culminating in a scene of intense, emotional beauty and solitary contemplation.", + "seed": 16830, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_12/index_1340_seed_16830_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4704189982265234, + "vlm_logprob": -0.4704189982265234, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.4704189982265234, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.12750506401062 + ], + "opposite_logprob_tokens": [ + -0.12750495970249176 + ], + "logprob_reward": -2.12750506401062, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.12750506401062, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.43027982115745544, + 0.05884958431124687, + 0.29371586441993713, + 0.020415348932147026, + 0.07013329118490219, + 0.05794114992022514, + 0.01427778135985136, + 0.019397659227252007, + 0.02442508190870285, + 0.010564438998699188 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -2.12750506401062 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020623179152607918 + ], + "opposite_logprob_tokens": [ + -3.895623207092285 + ], + "logprob_reward": -0.020623179152607918, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020623179152607918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29899847507476807, + 0.07500719279050827, + 0.1423611342906952, + 0.041758883744478226, + 0.2115793526172638, + 0.09716732800006866, + 0.025915928184986115, + 0.02705741487443447, + 0.05258364602923393, + 0.0275706946849823 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.020623179152607918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867272078990936 + ], + "opposite_logprob_tokens": [ + -3.048672676086426 + ], + "logprob_reward": -0.04867272078990936, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867272078990936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31350529193878174, + 0.05884108692407608, + 0.3324696123600006, + 0.015465612523257732, + 0.13130243122577667, + 0.11104905605316162, + 0.00820127408951521, + 0.011091257445514202, + 0.00883460696786642, + 0.009239760227501392 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.04867272078990936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033070296049118 + ], + "opposite_logprob_tokens": [ + -2.3503305912017822 + ], + "logprob_reward": -0.10033070296049118, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033070296049118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41802093386650085, + 0.08527813106775284, + 0.14098648726940155, + 0.02161944843828678, + 0.09546609222888947, + 0.10235077887773514, + 0.01943339966237545, + 0.07446718961000443, + 0.02020781859755516, + 0.02216975949704647 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.10033070296049118 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496332421898842 + ], + "opposite_logprob_tokens": [ + -2.9299633502960205 + ], + "logprob_reward": -0.05496332421898842, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496332421898842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5485491156578064, + 0.05332060530781746, + 0.09638632833957672, + 0.018203750252723694, + 0.12976960837841034, + 0.09538668394088745, + 0.015645258128643036, + 0.011020543053746223, + 0.013764295727014542, + 0.0179537795484066 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.05496332421898842 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a young man, reminiscent of Tooo Takaki, with neatly trimmed black hair and a slender build, standing near a rural railway crossing beneath a spectacular meteor shower. The scene is rendered in a style heavily inspired by Van Gogh's \"Starry Night\"; the sky above is a turbulent vortex of deep, swirling blues and fiery yellows, painted with thick, expressive brushstrokes. Bright meteors streak across this celestial canvas, appearing like thick streaks of golden unglazed paint, leaving behind tangible, textured traces. Below, the young man stands in silent awe, his half-profile face looking upward with a look of deep longing. He is at an intersection where two red traffic lights flash rhythmically, casting intermittent crimson pulses across the snow-covered ground. The swirling, textured light from the sky and the flashing signals create a dramatic play, as shadows writhe across the snow, culminating in a scene of intense, emotional beauty and solitary contemplation.", + "seed": 16831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_12/index_1340_seed_16831_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -1.0698443923145533, + "vlm_logprob": -1.0698443923145533, + "vlm_yes_no_margin": 1.125, + "vlm_token_credit": -1.0698443923145533, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -5.006961822509766 + ], + "opposite_logprob_tokens": [ + -0.006961732637137175 + ], + "logprob_reward": -5.006961822509766, + "yes_no_margin_reward": -5.0, + "token_credit_reward": -5.006961822509766, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18967562913894653, + 0.07324956357479095, + 0.1473122388124466, + 0.04371893033385277, + 0.10741224139928818, + 0.10903994739055634, + 0.03585721552371979, + 0.04991843178868294, + 0.1224675327539444, + 0.12134826183319092 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -5.006961822509766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03003133274614811 + ], + "opposite_logprob_tokens": [ + -3.530031442642212 + ], + "logprob_reward": -0.03003133274614811, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03003133274614811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0746125727891922, + 0.039499130100011826, + 0.2695237994194031, + 0.05650695785880089, + 0.11190712451934814, + 0.05717729404568672, + 0.04696759954094887, + 0.04163073003292084, + 0.10960271209478378, + 0.19257211685180664 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.03003133274614811 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04312528669834137 + ], + "opposite_logprob_tokens": [ + -3.1681253910064697 + ], + "logprob_reward": -0.04312528669834137, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04312528669834137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13119636476039886, + 0.039364349097013474, + 0.043179649859666824, + 0.09490565955638885, + 0.10282628238201141, + 0.13322025537490845, + 0.06572508811950684, + 0.07303991913795471, + 0.1797010749578476, + 0.1368413269519806 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.04312528669834137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910641819238663 + ], + "opposite_logprob_tokens": [ + -2.464106321334839 + ], + "logprob_reward": -0.08910641819238663, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910641819238663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09125740826129913, + 0.03667263314127922, + 0.11056383699178696, + 0.11401980370283127, + 0.1027982085943222, + 0.121907539665699, + 0.07241515815258026, + 0.035109180957078934, + 0.2569686770439148, + 0.058287542313337326 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.08910641819238663 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17999710142612457 + ], + "opposite_logprob_tokens": [ + -1.8049970865249634 + ], + "logprob_reward": -0.17999710142612457, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17999710142612457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07975523173809052, + 0.054035257548093796, + 0.22118334472179413, + 0.11370867490768433, + 0.11965294927358627, + 0.11566033959388733, + 0.1220848336815834, + 0.02494668774306774, + 0.08847104758024216, + 0.06050163879990578 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.17999710142612457 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a young man, reminiscent of Tooo Takaki, with neatly trimmed black hair and a slender build, standing near a rural railway crossing beneath a spectacular meteor shower. The scene is rendered in a style heavily inspired by Van Gogh's \"Starry Night\"; the sky above is a turbulent vortex of deep, swirling blues and fiery yellows, painted with thick, expressive brushstrokes. Bright meteors streak across this celestial canvas, appearing like thick streaks of golden unglazed paint, leaving behind tangible, textured traces. Below, the young man stands in silent awe, his half-profile face looking upward with a look of deep longing. He is at an intersection where two red traffic lights flash rhythmically, casting intermittent crimson pulses across the snow-covered ground. The swirling, textured light from the sky and the flashing signals create a dramatic play, as shadows writhe across the snow, culminating in a scene of intense, emotional beauty and solitary contemplation.", + "seed": 16832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_12/index_1340_seed_16832_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.9526837479323149, + "vlm_logprob": -0.9526837479323149, + "vlm_yes_no_margin": 1.074999988079071, + "vlm_token_credit": -0.9526837479323149, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -4.264455318450928 + ], + "opposite_logprob_tokens": [ + -0.014455240219831467 + ], + "logprob_reward": -4.264455318450928, + "yes_no_margin_reward": -4.25, + "token_credit_reward": -4.264455318450928, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21000102162361145, + 0.03745078295469284, + 0.035097673535346985, + 0.02304842323064804, + 0.46004289388656616, + 0.027243563905358315, + 0.034492723643779755, + 0.02968350425362587, + 0.03443864360451698, + 0.10850069671869278 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -4.264455318450928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05516674369573593 + ], + "opposite_logprob_tokens": [ + -2.930166721343994 + ], + "logprob_reward": -0.05516674369573593, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05516674369573593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18934345245361328, + 0.03344450145959854, + 0.0315808467566967, + 0.16293485462665558, + 0.33791959285736084, + 0.03329566493630409, + 0.03332721069455147, + 0.03870049864053726, + 0.037627726793289185, + 0.10182571411132812 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.05516674369573593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029861150309443474 + ], + "opposite_logprob_tokens": [ + -3.5298612117767334 + ], + "logprob_reward": -0.029861150309443474, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029861150309443474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21920764446258545, + 0.033336371183395386, + 0.029685091227293015, + 0.11257382482290268, + 0.29558733105659485, + 0.03428827226161957, + 0.05030854046344757, + 0.10361915081739426, + 0.046388592571020126, + 0.07500521838665009 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.029861150309443474 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135443329811096 + ], + "opposite_logprob_tokens": [ + -1.3135442733764648 + ], + "logprob_reward": -0.3135443329811096, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3135443329811096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36417147517204285, + 0.03971494361758232, + 0.04349139705300331, + 0.05332769826054573, + 0.08033811300992966, + 0.08636831492185593, + 0.14108861982822418, + 0.04172370582818985, + 0.046103812754154205, + 0.10367188602685928 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.3135443329811096 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man with neatly trimmed black hair and a slender build?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style heavily inspired by Van Gogh's 'Starry Night' with thick, expressive brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a turbulent vortex of deep, swirling blues and fiery yellows with bright meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set at a rural railway crossing with two red traffic lights flashing rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003911942243576 + ], + "opposite_logprob_tokens": [ + -2.350391149520874 + ], + "logprob_reward": -0.1003911942243576, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003911942243576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21565775573253632, + 0.04614204540848732, + 0.04859965294599533, + 0.10817170143127441, + 0.3825218379497528, + 0.03702673316001892, + 0.037740856409072876, + 0.043902188539505005, + 0.025822293013334274, + 0.05441490560770035 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.1003911942243576 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_13/index_tensor([6829, 6829])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_13/index_tensor([6829, 6829])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0bbe07ecbfce2985a87389e76dbb075285d6a259 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_13/index_tensor([6829, 6829])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot, rendered in stark, high-contrast black and white, follows a massive, seemingly ancient sturgeon as it feeds slowly and powerfully along a murky riverbed. The camera pans steadily, keeping the creature centered to emphasize its immense size. Its body, a relic of a bygone era, is covered in five distinct rows of sharp bony plates that gleam like armor in the faint filtered light from above. The gritty, realistic style captures the scene's pristine textures; every detail is sharp, from the rough, leathery skin between the shields to its small, dark, impassive eyes. As it glides forward, it deliberately drags its sensitive barbs through the sediment, probing the riverbed for food. This movement stirs up a billowing cloud of silt and fine debris that momentarily obscures some of its form before slowly dissipating into darkness. The desaturated color grading, reduced to pure monochrome, heightens the drama, casting deep, impenetrable shadows that accentuate the pristine textures of both the fish and the riverbed, creating a somber and awe-inspiring atmosphere of ancient existence.", + "seed": 25617, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_13/index_6829_seed_25617_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06969953179359437, + "vlm_logprob": -0.06969953179359437, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.06969953179359437, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16159150004386902 + ], + "opposite_logprob_tokens": [ + -1.9115915298461914 + ], + "logprob_reward": -0.16159150004386902, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16159150004386902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13446944952011108, + 0.28323882818222046, + 0.057519037276506424, + 0.06748445332050323, + 0.06584044545888901, + 0.04768037796020508, + 0.12730298936367035, + 0.09897736459970474, + 0.04188753291964531, + 0.07559950649738312 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.16159150004386902 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902039587497711 + ], + "opposite_logprob_tokens": [ + -2.5790205001831055 + ], + "logprob_reward": -0.07902039587497711, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902039587497711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06901445984840393, + 0.6435077786445618, + 0.05357848480343819, + 0.07805914431810379, + 0.011429247446358204, + 0.018125446513295174, + 0.029759392142295837, + 0.04233834519982338, + 0.019430702552199364, + 0.03475695103406906 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.07902039587497711 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073176637291908 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.016073176637291908, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073176637291908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08807408809661865, + 0.1402459293603897, + 0.06933286786079407, + 0.11567172408103943, + 0.09155794978141785, + 0.06569615751504898, + 0.06359593570232391, + 0.18052151799201965, + 0.09057088941335678, + 0.09473294764757156 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.016073176637291908 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062030695378780365 + ], + "opposite_logprob_tokens": [ + -2.812030792236328 + ], + "logprob_reward": -0.062030695378780365, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062030695378780365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09111776202917099, + 0.21200905740261078, + 0.1774466633796692, + 0.09497275203466415, + 0.04551928862929344, + 0.07434766739606857, + 0.0807713195681572, + 0.07872168719768524, + 0.06964046508073807, + 0.07545337080955505 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.062030695378780365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029781891033053398 + ], + "opposite_logprob_tokens": [ + -3.5297818183898926 + ], + "logprob_reward": -0.029781891033053398, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029781891033053398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14195729792118073, + 0.12460069358348846, + 0.10031048953533173, + 0.07574810087680817, + 0.09266392886638641, + 0.04453599080443382, + 0.08946648240089417, + 0.1241053119301796, + 0.058041930198669434, + 0.14856985211372375 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.029781891033053398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, rendered in stark, high-contrast black and white, follows a massive, seemingly ancient sturgeon as it feeds slowly and powerfully along a murky riverbed. The camera pans steadily, keeping the creature centered to emphasize its immense size. Its body, a relic of a bygone era, is covered in five distinct rows of sharp bony plates that gleam like armor in the faint filtered light from above. The gritty, realistic style captures the scene's pristine textures; every detail is sharp, from the rough, leathery skin between the shields to its small, dark, impassive eyes. As it glides forward, it deliberately drags its sensitive barbs through the sediment, probing the riverbed for food. This movement stirs up a billowing cloud of silt and fine debris that momentarily obscures some of its form before slowly dissipating into darkness. The desaturated color grading, reduced to pure monochrome, heightens the drama, casting deep, impenetrable shadows that accentuate the pristine textures of both the fish and the riverbed, creating a somber and awe-inspiring atmosphere of ancient existence.", + "seed": 25618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_13/index_6829_seed_25618_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2494906611740589, + "vlm_logprob": -0.2494906611740589, + "vlm_yes_no_margin": 2.125000011920929, + "vlm_token_credit": -0.2494906611740589, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.761651873588562 + ], + "opposite_logprob_tokens": [ + -0.636651873588562 + ], + "logprob_reward": -0.761651873588562, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.761651873588562, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.25248730182647705, + 0.10665140300989151, + 0.06196578964591026, + 0.10390116274356842, + 0.10262331366539001, + 0.03993592783808708, + 0.0395788811147213, + 0.0658850148320198, + 0.03510062023997307, + 0.1918705850839615 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.761651873588562 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3487836718559265 + ], + "opposite_logprob_tokens": [ + -1.2237837314605713 + ], + "logprob_reward": -0.3487836718559265, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3487836718559265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19873827695846558, + 0.10780708491802216, + 0.12323541194200516, + 0.061791084706783295, + 0.08532513678073883, + 0.026622703298926353, + 0.05989878624677658, + 0.14949558675289154, + 0.04058009013533592, + 0.14650584757328033 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.3487836718559265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819971203804016 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.01819971203804016, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819971203804016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08718743175268173, + 0.24386636912822723, + 0.040190573781728745, + 0.05389393866062164, + 0.05756320431828499, + 0.035915307700634, + 0.047130465507507324, + 0.09443695098161697, + 0.03256836533546448, + 0.3072473406791687 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.01819971203804016 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890292152762413 + ], + "opposite_logprob_tokens": [ + -2.464029312133789 + ], + "logprob_reward": -0.0890292152762413, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890292152762413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10835929960012436, + 0.03800332546234131, + 0.016287459060549736, + 0.011621463112533092, + 0.026231348514556885, + 0.0135152917355299, + 0.031416695564985275, + 0.024763112887740135, + 0.0188655573874712, + 0.710936427116394 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0890292152762413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029788833111524582 + ], + "opposite_logprob_tokens": [ + -3.5297887325286865 + ], + "logprob_reward": -0.029788833111524582, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029788833111524582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23765067756175995, + 0.1430078148841858, + 0.03399358689785004, + 0.0656333938241005, + 0.12436328828334808, + 0.049859777092933655, + 0.06018836051225662, + 0.08126722276210785, + 0.06413452327251434, + 0.13990123569965363 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.029788833111524582 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, rendered in stark, high-contrast black and white, follows a massive, seemingly ancient sturgeon as it feeds slowly and powerfully along a murky riverbed. The camera pans steadily, keeping the creature centered to emphasize its immense size. Its body, a relic of a bygone era, is covered in five distinct rows of sharp bony plates that gleam like armor in the faint filtered light from above. The gritty, realistic style captures the scene's pristine textures; every detail is sharp, from the rough, leathery skin between the shields to its small, dark, impassive eyes. As it glides forward, it deliberately drags its sensitive barbs through the sediment, probing the riverbed for food. This movement stirs up a billowing cloud of silt and fine debris that momentarily obscures some of its form before slowly dissipating into darkness. The desaturated color grading, reduced to pure monochrome, heightens the drama, casting deep, impenetrable shadows that accentuate the pristine textures of both the fish and the riverbed, creating a somber and awe-inspiring atmosphere of ancient existence.", + "seed": 25619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_13/index_6829_seed_25619_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13038611672818662, + "vlm_logprob": -0.13038611672818662, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.13038611672818662, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2048730105161667 + ], + "opposite_logprob_tokens": [ + -1.704872965812683 + ], + "logprob_reward": -0.2048730105161667, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2048730105161667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14556196331977844, + 0.010162988677620888, + 0.014282440766692162, + 0.12721200287342072, + 0.047092143446207047, + 0.03224475681781769, + 0.027209851890802383, + 0.1757604330778122, + 0.08593593537807465, + 0.3345375061035156 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.2048730105161667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.201643705368042 + ], + "opposite_logprob_tokens": [ + -1.701643705368042 + ], + "logprob_reward": -0.201643705368042, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.201643705368042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18020479381084442, + 0.02436506375670433, + 0.20436346530914307, + 0.06227824091911316, + 0.08921296149492264, + 0.24536041915416718, + 0.01761084981262684, + 0.06239945441484451, + 0.06829557567834854, + 0.04590911418199539 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.201643705368042 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588964223861694 + ], + "opposite_logprob_tokens": [ + -3.8955888748168945 + ], + "logprob_reward": -0.020588964223861694, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588964223861694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.124873086810112, + 0.08352237194776535, + 0.17208553850650787, + 0.08354112505912781, + 0.06427191942930222, + 0.06749401986598969, + 0.11906459182500839, + 0.08787918835878372, + 0.06329423934221268, + 0.13397391140460968 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.020588964223861694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154929161071777 + ], + "opposite_logprob_tokens": [ + -1.7015492916107178 + ], + "logprob_reward": -0.20154929161071777, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154929161071777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2061624825000763, + 0.054090168327093124, + 0.03610910847783089, + 0.31688693165779114, + 0.037313833832740784, + 0.051151175051927567, + 0.05023869499564171, + 0.10965067893266678, + 0.034418512135744095, + 0.10397844016551971 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.20154929161071777 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327561192214489 + ], + "opposite_logprob_tokens": [ + -3.77327561378479 + ], + "logprob_reward": -0.02327561192214489, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327561192214489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11480279266834259, + 0.029126642271876335, + 0.037294432520866394, + 0.24112632870674133, + 0.07696104794740677, + 0.10318388789892197, + 0.036078132688999176, + 0.06427162140607834, + 0.04357865825295448, + 0.25357651710510254 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.02327561192214489 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, rendered in stark, high-contrast black and white, follows a massive, seemingly ancient sturgeon as it feeds slowly and powerfully along a murky riverbed. The camera pans steadily, keeping the creature centered to emphasize its immense size. Its body, a relic of a bygone era, is covered in five distinct rows of sharp bony plates that gleam like armor in the faint filtered light from above. The gritty, realistic style captures the scene's pristine textures; every detail is sharp, from the rough, leathery skin between the shields to its small, dark, impassive eyes. As it glides forward, it deliberately drags its sensitive barbs through the sediment, probing the riverbed for food. This movement stirs up a billowing cloud of silt and fine debris that momentarily obscures some of its form before slowly dissipating into darkness. The desaturated color grading, reduced to pure monochrome, heightens the drama, casting deep, impenetrable shadows that accentuate the pristine textures of both the fish and the riverbed, creating a somber and awe-inspiring atmosphere of ancient existence.", + "seed": 25620, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_13/index_6829_seed_25620_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07546929456293583, + "vlm_logprob": -0.07546929456293583, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.07546929456293583, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09050875157117844 + ], + "opposite_logprob_tokens": [ + -2.4655086994171143 + ], + "logprob_reward": -0.09050875157117844, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09050875157117844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21981759369373322, + 0.11062593758106232, + 0.045808374881744385, + 0.14773310720920563, + 0.05780797079205513, + 0.11308852583169937, + 0.0516173429787159, + 0.07629071176052094, + 0.053019892424345016, + 0.1241905689239502 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.09050875157117844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901763916015625 + ], + "opposite_logprob_tokens": [ + -2.5790176391601562 + ], + "logprob_reward": -0.07901763916015625, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901763916015625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20224718749523163, + 0.1715027242898941, + 0.03546217828989029, + 0.08452726900577545, + 0.03776624798774719, + 0.01955151930451393, + 0.12207624316215515, + 0.05791008844971657, + 0.03267691284418106, + 0.23627962172031403 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.07901763916015625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784713387489319 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784713387489319, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784713387489319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2538714110851288, + 0.2397502064704895, + 0.06168283894658089, + 0.07068420946598053, + 0.049553707242012024, + 0.06383679062128067, + 0.039533406496047974, + 0.0372384674847126, + 0.06844750046730042, + 0.11540144681930542 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.009784713387489319 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986047267913818 + ], + "opposite_logprob_tokens": [ + -1.8048604726791382 + ], + "logprob_reward": -0.17986047267913818, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986047267913818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11052358150482178, + 0.18352292478084564, + 0.06787899881601334, + 0.12443160265684128, + 0.06447058171033859, + 0.08748586475849152, + 0.1076352596282959, + 0.07063374668359756, + 0.0517442561686039, + 0.13167312741279602 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.17986047267913818 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive sturgeon with five distinct rows of sharp bony plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark, high-contrast black and white (pure monochrome)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sturgeon move slowly and powerfully while dragging its barbs through the sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily to keep the creature centered in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018174896016716957 + ], + "opposite_logprob_tokens": [ + -4.01817512512207 + ], + "logprob_reward": -0.018174896016716957, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018174896016716957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13746877014636993, + 0.09462092816829681, + 0.07340126484632492, + 0.2863990366458893, + 0.05726663023233414, + 0.051879141479730606, + 0.068900465965271, + 0.08833529055118561, + 0.041039060801267624, + 0.10068940371274948 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.018174896016716957 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_14/index_tensor([6545, 6545])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_14/index_tensor([6545, 6545])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..16b21247baf851a1f9bbd4c285cb5988453921de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_14/index_tensor([6545, 6545])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping wide shot begins, the camera slowly and steadily panning from left to right across the tranquil surface of a lake at sunrise. A soft mist hovers above the water, capturing the sun's first rays and painting the horizon in a stunning gradient of soft pink, warm orange, and deep purple, all perfectly reflected in the still water. The camera's movement pauses, focusing on a weathered wooden dock where an elderly couple sits. The man, with silver-white hair and friendly wrinkles etched around his eyes, wears a faded plaid flannel shirt over a practical khaki fishing vest. He sits on a simple wooden box, gripping an old-fashioned fishing rod with a steady, practiced hand. His wife sits beside him, their shoulders almost touching, her soft gray hair pulled back in a loose bun, a cozy cream-colored knitted shawl wrapped around her shoulders. She also holds a fishing rod, her posture relaxed and her expression calm. Their lines disappear into the water, their buoys bobbing motionlessly, the only distraction from the perfect reflection. Their shared silence was not empty but fulfilling, a comfortable quiet that spoke of a lifetime together, creating an overall atmosphere of profound peace, nostalgia and tranquility, of unspoken love.", + "seed": 5513, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_14/index_6545_seed_5513_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3757869092747569, + "vlm_logprob": -0.3757869092747569, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.3757869092747569, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0559664964675903 + ], + "opposite_logprob_tokens": [ + -0.43096649646759033 + ], + "logprob_reward": -1.0559664964675903, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0559664964675903, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17206670343875885, + 0.11132573336362839, + 0.11348823457956314, + 0.16964095830917358, + 0.1258397400379181, + 0.032696712762117386, + 0.05358319729566574, + 0.06881745904684067, + 0.08827748149633408, + 0.06426382064819336 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -1.0559664964675903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578575611114502 + ], + "opposite_logprob_tokens": [ + -0.6328575611114502 + ], + "logprob_reward": -0.7578575611114502, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578575611114502, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21929718554019928, + 0.10342339426279068, + 0.11717662215232849, + 0.11443959176540375, + 0.12549437582492828, + 0.029357701539993286, + 0.04152989387512207, + 0.047764554619789124, + 0.07019583135843277, + 0.13132090866565704 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.7578575611114502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059635089710354805 + ], + "opposite_logprob_tokens": [ + -5.130963325500488 + ], + "logprob_reward": -0.0059635089710354805, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059635089710354805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16337689757347107, + 0.08368851244449615, + 0.17819106578826904, + 0.07349897176027298, + 0.11756522953510284, + 0.027699759230017662, + 0.06610287725925446, + 0.1455451399087906, + 0.04356972128152847, + 0.10076183080673218 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0059635089710354805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608221046626568 + ], + "opposite_logprob_tokens": [ + -4.141082286834717 + ], + "logprob_reward": -0.01608221046626568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608221046626568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2187494933605194, + 0.21795283257961273, + 0.15237225592136383, + 0.08675801753997803, + 0.07265183329582214, + 0.04891122132539749, + 0.0635957270860672, + 0.05931403487920761, + 0.03495538979768753, + 0.04473923146724701 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01608221046626568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043064769357442856 + ], + "opposite_logprob_tokens": [ + -3.168064832687378 + ], + "logprob_reward": -0.043064769357442856, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043064769357442856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29193440079689026, + 0.1804467737674713, + 0.11983857303857803, + 0.11132246255874634, + 0.05666942149400711, + 0.05743184685707092, + 0.028346214443445206, + 0.04212111979722977, + 0.03935818746685982, + 0.07253101468086243 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.043064769357442856 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping wide shot begins, the camera slowly and steadily panning from left to right across the tranquil surface of a lake at sunrise. A soft mist hovers above the water, capturing the sun's first rays and painting the horizon in a stunning gradient of soft pink, warm orange, and deep purple, all perfectly reflected in the still water. The camera's movement pauses, focusing on a weathered wooden dock where an elderly couple sits. The man, with silver-white hair and friendly wrinkles etched around his eyes, wears a faded plaid flannel shirt over a practical khaki fishing vest. He sits on a simple wooden box, gripping an old-fashioned fishing rod with a steady, practiced hand. His wife sits beside him, their shoulders almost touching, her soft gray hair pulled back in a loose bun, a cozy cream-colored knitted shawl wrapped around her shoulders. She also holds a fishing rod, her posture relaxed and her expression calm. Their lines disappear into the water, their buoys bobbing motionlessly, the only distraction from the perfect reflection. Their shared silence was not empty but fulfilling, a comfortable quiet that spoke of a lifetime together, creating an overall atmosphere of profound peace, nostalgia and tranquility, of unspoken love.", + "seed": 5514, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_14/index_6545_seed_5514_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2306695113889873, + "vlm_logprob": -0.2306695113889873, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.2306695113889873, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7605836391448975 + ], + "opposite_logprob_tokens": [ + -0.6355836391448975 + ], + "logprob_reward": -0.7605836391448975, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7605836391448975, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3387190103530884, + 0.08003336936235428, + 0.11916745454072952, + 0.22756123542785645, + 0.035032257437705994, + 0.0443899966776371, + 0.05706921964883804, + 0.059851787984371185, + 0.014044799841940403, + 0.024130860343575478 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.7605836391448975 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31351181864738464 + ], + "opposite_logprob_tokens": [ + -1.313511848449707 + ], + "logprob_reward": -0.31351181864738464, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31351181864738464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17141245305538177, + 0.08705714344978333, + 0.1304747760295868, + 0.17889519035816193, + 0.14162303507328033, + 0.04661446809768677, + 0.08480254560709, + 0.08641347289085388, + 0.020691316574811935, + 0.05201554298400879 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.31351181864738464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651796538382769 + ], + "opposite_logprob_tokens": [ + -5.37965202331543 + ], + "logprob_reward": -0.004651796538382769, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651796538382769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22978202998638153, + 0.11760957539081573, + 0.09581399708986282, + 0.12783361971378326, + 0.08277188241481781, + 0.10725428909063339, + 0.05300471931695938, + 0.0876634493470192, + 0.04610919952392578, + 0.05215718224644661 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.004651796538382769 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548656202852726 + ], + "opposite_logprob_tokens": [ + -4.387548446655273 + ], + "logprob_reward": -0.012548656202852726, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548656202852726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09461229294538498, + 0.06826592981815338, + 0.3744243085384369, + 0.13387875258922577, + 0.08994215726852417, + 0.06003638356924057, + 0.04463137686252594, + 0.06478795409202576, + 0.029882963746786118, + 0.039537880569696426 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.012548656202852726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062051646411418915 + ], + "opposite_logprob_tokens": [ + -2.81205153465271 + ], + "logprob_reward": -0.062051646411418915, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062051646411418915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3320811986923218, + 0.059688761830329895, + 0.1470775008201599, + 0.10184305906295776, + 0.08551029115915298, + 0.08765963464975357, + 0.04497173801064491, + 0.07405202090740204, + 0.03761198744177818, + 0.029503749683499336 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.062051646411418915 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping wide shot begins, the camera slowly and steadily panning from left to right across the tranquil surface of a lake at sunrise. A soft mist hovers above the water, capturing the sun's first rays and painting the horizon in a stunning gradient of soft pink, warm orange, and deep purple, all perfectly reflected in the still water. The camera's movement pauses, focusing on a weathered wooden dock where an elderly couple sits. The man, with silver-white hair and friendly wrinkles etched around his eyes, wears a faded plaid flannel shirt over a practical khaki fishing vest. He sits on a simple wooden box, gripping an old-fashioned fishing rod with a steady, practiced hand. His wife sits beside him, their shoulders almost touching, her soft gray hair pulled back in a loose bun, a cozy cream-colored knitted shawl wrapped around her shoulders. She also holds a fishing rod, her posture relaxed and her expression calm. Their lines disappear into the water, their buoys bobbing motionlessly, the only distraction from the perfect reflection. Their shared silence was not empty but fulfilling, a comfortable quiet that spoke of a lifetime together, creating an overall atmosphere of profound peace, nostalgia and tranquility, of unspoken love.", + "seed": 5515, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_14/index_6545_seed_5515_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3018479999154806, + "vlm_logprob": -0.3018479999154806, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.3018479999154806, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7595040202140808 + ], + "opposite_logprob_tokens": [ + -0.6345040202140808 + ], + "logprob_reward": -0.7595040202140808, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7595040202140808, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3036796748638153, + 0.2237561196088791, + 0.0737353190779686, + 0.08345508575439453, + 0.14826583862304688, + 0.09457888454198837, + 0.030162014067173004, + 0.011340641416609287, + 0.015855522826313972, + 0.015170943923294544 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.7595040202140808 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328604817390442 + ], + "opposite_logprob_tokens": [ + -0.7578604817390442 + ], + "logprob_reward": -0.6328604817390442, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328604817390442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20073570311069489, + 0.29720550775527954, + 0.084222212433815, + 0.07857847213745117, + 0.09216247498989105, + 0.09641337394714355, + 0.026067769154906273, + 0.05520576611161232, + 0.04188491404056549, + 0.02752372995018959 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.6328604817390442 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753003224730492 + ], + "opposite_logprob_tokens": [ + -5.006752967834473 + ], + "logprob_reward": -0.006753003224730492, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753003224730492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44945549964904785, + 0.12561993300914764, + 0.07520944625139236, + 0.05577237904071808, + 0.08815459907054901, + 0.061297208070755005, + 0.04826322942972183, + 0.04794854670763016, + 0.021407492458820343, + 0.02687169797718525 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.006753003224730492 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792976081371307 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792976081371307, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792976081371307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2814158499240875, + 0.10120924562215805, + 0.05997000262141228, + 0.06433200091123581, + 0.12889494001865387, + 0.09430697560310364, + 0.09468637406826019, + 0.10220710933208466, + 0.046242307871580124, + 0.026735158637166023 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.009792976081371307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032951831817627 + ], + "opposite_logprob_tokens": [ + -2.3503293991088867 + ], + "logprob_reward": -0.10032951831817627, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032951831817627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31218186020851135, + 0.16097387671470642, + 0.0863037034869194, + 0.054861005395650864, + 0.05478706955909729, + 0.042736370116472244, + 0.06507710367441177, + 0.051993273198604584, + 0.12689928710460663, + 0.044186513870954514 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.10032951831817627 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping wide shot begins, the camera slowly and steadily panning from left to right across the tranquil surface of a lake at sunrise. A soft mist hovers above the water, capturing the sun's first rays and painting the horizon in a stunning gradient of soft pink, warm orange, and deep purple, all perfectly reflected in the still water. The camera's movement pauses, focusing on a weathered wooden dock where an elderly couple sits. The man, with silver-white hair and friendly wrinkles etched around his eyes, wears a faded plaid flannel shirt over a practical khaki fishing vest. He sits on a simple wooden box, gripping an old-fashioned fishing rod with a steady, practiced hand. His wife sits beside him, their shoulders almost touching, her soft gray hair pulled back in a loose bun, a cozy cream-colored knitted shawl wrapped around her shoulders. She also holds a fishing rod, her posture relaxed and her expression calm. Their lines disappear into the water, their buoys bobbing motionlessly, the only distraction from the perfect reflection. Their shared silence was not empty but fulfilling, a comfortable quiet that spoke of a lifetime together, creating an overall atmosphere of profound peace, nostalgia and tranquility, of unspoken love.", + "seed": 5516, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_14/index_6545_seed_5516_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030589290615171193, + "vlm_logprob": -0.030589290615171193, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.030589290615171193, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009452941827476025 + ], + "opposite_logprob_tokens": [ + -4.759452819824219 + ], + "logprob_reward": -0.009452941827476025, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009452941827476025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36962223052978516, + 0.18282072246074677, + 0.12863925099372864, + 0.06296093761920929, + 0.08059599995613098, + 0.05747047811746597, + 0.02912515588104725, + 0.031782448291778564, + 0.033453814685344696, + 0.023528920486569405 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009452941827476025 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810957819223404 + ], + "opposite_logprob_tokens": [ + -3.288109540939331 + ], + "logprob_reward": -0.03810957819223404, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810957819223404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18959581851959229, + 0.1479044407606125, + 0.14409826695919037, + 0.10718964040279388, + 0.14869831502437592, + 0.056312330067157745, + 0.07832684367895126, + 0.08818383514881134, + 0.01625351421535015, + 0.023436982184648514 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03810957819223404 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257826764136553 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257826764136553, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257826764136553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3367490768432617, + 0.1133732870221138, + 0.08865365386009216, + 0.09405412524938583, + 0.08263296633958817, + 0.0434318482875824, + 0.05681605264544487, + 0.07435481995344162, + 0.0623072013258934, + 0.04762702435255051 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005257826764136553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108216866850853 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.01108216866850853, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108216866850853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14447879791259766, + 0.10084083676338196, + 0.08543427288532257, + 0.05281840264797211, + 0.07739613205194473, + 0.10485047101974487, + 0.08549913763999939, + 0.18498416244983673, + 0.08838226646184921, + 0.07531552016735077 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.01108216866850853 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a sweeping wide shot of a lake at sunrise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan from left to right across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the horizon painted with a gradient of soft pink, warm orange, and deep purple reflected in the still water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show an elderly couple sitting on a weathered wooden dock, with the man wearing a faded plaid flannel shirt and khaki fishing vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are both the man and woman holding fishing rods with their lines in the water and buoys bobbing motionlessly?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904393762350082 + ], + "opposite_logprob_tokens": [ + -2.4640438556671143 + ], + "logprob_reward": -0.08904393762350082, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904393762350082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1361711323261261, + 0.06507931649684906, + 0.08219167590141296, + 0.05312531441450119, + 0.09359938651323318, + 0.1342434138059616, + 0.08683755248785019, + 0.08870041370391846, + 0.14057642221450806, + 0.1194753423333168 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.08904393762350082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_15/index_tensor([8181, 8181])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_15/index_tensor([8181, 8181])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8dd5c0ab53c7d89be2c54a3e9e76fe4f021ff443 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_15/index_tensor([8181, 8181])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a static, eye-level medium shot that captures the austere aesthetic of a historical drama or fantasy film, two East Asian men with dark, slightly disheveled hair are pressed against a cold, rough, gray stone wall, their torsos bound by thick ropes. Over their clothing, they both wear ornate, armor-like studded leather vests; the one on the left wears a high-collared white tunic, while the one on the right wears simple brown clothing. Despite their predicament, their facial expressions remain deliberately neutral and stoic, their gazes fixed calmly ahead. The scene is steeped in tension, illuminated by a single, low, off-camera light source that casts long, flickering shadows and creates a dramatic black-and-white contrast, highlighting the texture of the stone and the metallic glint of the armor. Heavy, dark wooden beams are barely visible against the oppressive darkness overhead. At the far left of the frame, a third figure wearing a heavy black scapula is visible on his shoulders, suggesting an ominous captive presence and heightened feelings of imprisonment and imminent conflict.", + "seed": 26290, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_15/index_8181_seed_26290_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028705224767327307, + "vlm_logprob": -0.028705224767327307, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.028705224767327307, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04357196390628815 + ], + "opposite_logprob_tokens": [ + -3.168571949005127 + ], + "logprob_reward": -0.04357196390628815, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04357196390628815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49380892515182495, + 0.05948809161782265, + 0.09523741155862808, + 0.03648870438337326, + 0.10469117760658264, + 0.020962484180927277, + 0.028488485142588615, + 0.12592309713363647, + 0.014368628151714802, + 0.020543023943901062 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.04357196390628815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555130757391453 + ], + "opposite_logprob_tokens": [ + -4.387555122375488 + ], + "logprob_reward": -0.012555130757391453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555130757391453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.306732714176178, + 0.13971330225467682, + 0.07823029160499573, + 0.03361107036471367, + 0.043624959886074066, + 0.05995650216937065, + 0.0736352801322937, + 0.10204833000898361, + 0.08444464206695557, + 0.07800287753343582 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.012555130757391453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200941659510136 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014200941659510136, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200941659510136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36514922976493835, + 0.048561789095401764, + 0.18936891853809357, + 0.03629209101200104, + 0.18563789129257202, + 0.02909977175295353, + 0.039517201483249664, + 0.05289275571703911, + 0.024521883577108383, + 0.02895832248032093 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.014200941659510136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031931623816490173 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031931623816490173, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031931623816490173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3644654452800751, + 0.12992817163467407, + 0.1286660134792328, + 0.04288072511553764, + 0.06866320222616196, + 0.03385035693645477, + 0.032532501965761185, + 0.07299439609050751, + 0.07827748358249664, + 0.04774167016148567 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0031931623816490173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000492513179779 + ], + "opposite_logprob_tokens": [ + -2.695004940032959 + ], + "logprob_reward": -0.07000492513179779, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000492513179779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5228980183601379, + 0.09572397917509079, + 0.1593414545059204, + 0.0502772256731987, + 0.06373967230319977, + 0.015453532338142395, + 0.030525706708431244, + 0.03579685464501381, + 0.011768198572099209, + 0.014475448988378048 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07000492513179779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, eye-level medium shot that captures the austere aesthetic of a historical drama or fantasy film, two East Asian men with dark, slightly disheveled hair are pressed against a cold, rough, gray stone wall, their torsos bound by thick ropes. Over their clothing, they both wear ornate, armor-like studded leather vests; the one on the left wears a high-collared white tunic, while the one on the right wears simple brown clothing. Despite their predicament, their facial expressions remain deliberately neutral and stoic, their gazes fixed calmly ahead. The scene is steeped in tension, illuminated by a single, low, off-camera light source that casts long, flickering shadows and creates a dramatic black-and-white contrast, highlighting the texture of the stone and the metallic glint of the armor. Heavy, dark wooden beams are barely visible against the oppressive darkness overhead. At the far left of the frame, a third figure wearing a heavy black scapula is visible on his shoulders, suggesting an ominous captive presence and heightened feelings of imprisonment and imminent conflict.", + "seed": 26291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_15/index_8181_seed_26291_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02223095381632447, + "vlm_logprob": -0.02223095381632447, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.02223095381632447, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011354235000908375 + ], + "opposite_logprob_tokens": [ + -4.511354446411133 + ], + "logprob_reward": -0.011354235000908375, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011354235000908375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5286926627159119, + 0.05960240215063095, + 0.06944490969181061, + 0.06593075394630432, + 0.05388361215591431, + 0.03328492492437363, + 0.055007874965667725, + 0.061085011810064316, + 0.03525010123848915, + 0.03781766816973686 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.011354235000908375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060309424996376 + ], + "opposite_logprob_tokens": [ + -3.8956031799316406 + ], + "logprob_reward": -0.02060309424996376, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060309424996376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22527553141117096, + 0.13849467039108276, + 0.12106175720691681, + 0.20405270159244537, + 0.10367479920387268, + 0.03687310963869095, + 0.03783690184354782, + 0.023171117529273033, + 0.06203325837850571, + 0.047526128590106964 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02060309424996376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538296170532703 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538296170532703, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538296170532703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22902484238147736, + 0.2616300880908966, + 0.13421261310577393, + 0.062307994812726974, + 0.07246971130371094, + 0.04800605773925781, + 0.05400796979665756, + 0.05383795127272606, + 0.03661774843931198, + 0.04788503050804138 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012538296170532703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046369642950594425 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.0046369642950594425, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046369642950594425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2920648753643036, + 0.12289543449878693, + 0.1931159645318985, + 0.1221657395362854, + 0.06402833014726639, + 0.036834243685007095, + 0.0850599929690361, + 0.025678928941488266, + 0.03726457431912422, + 0.020891869440674782 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0046369642950594425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202217936515808 + ], + "opposite_logprob_tokens": [ + -2.8120222091674805 + ], + "logprob_reward": -0.06202217936515808, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202217936515808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5653839707374573, + 0.06779403239488602, + 0.028613686561584473, + 0.034107740968465805, + 0.03861646354198456, + 0.09499945491552353, + 0.03612703084945679, + 0.06611811369657516, + 0.02053828351199627, + 0.047701187431812286 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.06202217936515808 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, eye-level medium shot that captures the austere aesthetic of a historical drama or fantasy film, two East Asian men with dark, slightly disheveled hair are pressed against a cold, rough, gray stone wall, their torsos bound by thick ropes. Over their clothing, they both wear ornate, armor-like studded leather vests; the one on the left wears a high-collared white tunic, while the one on the right wears simple brown clothing. Despite their predicament, their facial expressions remain deliberately neutral and stoic, their gazes fixed calmly ahead. The scene is steeped in tension, illuminated by a single, low, off-camera light source that casts long, flickering shadows and creates a dramatic black-and-white contrast, highlighting the texture of the stone and the metallic glint of the armor. Heavy, dark wooden beams are barely visible against the oppressive darkness overhead. At the far left of the frame, a third figure wearing a heavy black scapula is visible on his shoulders, suggesting an ominous captive presence and heightened feelings of imprisonment and imminent conflict.", + "seed": 26292, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_15/index_8181_seed_26292_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02038426622748375, + "vlm_logprob": -0.02038426622748375, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02038426622748375, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012989548034965992 + ], + "opposite_logprob_tokens": [ + -4.387989521026611 + ], + "logprob_reward": -0.012989548034965992, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012989548034965992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3061092495918274, + 0.29263734817504883, + 0.13945645093917847, + 0.04383430257439613, + 0.053172748535871506, + 0.0448128916323185, + 0.04098845273256302, + 0.02500012516975403, + 0.021031895652413368, + 0.0329565554857254 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012989548034965992 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213752001523972 + ], + "opposite_logprob_tokens": [ + -4.264213562011719 + ], + "logprob_reward": -0.014213752001523972, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213752001523972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24590076506137848, + 0.23343351483345032, + 0.12199041992425919, + 0.1535748392343521, + 0.09793737530708313, + 0.03593634441494942, + 0.042181141674518585, + 0.023334769532084465, + 0.017867665737867355, + 0.02784321829676628 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.014213752001523972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740570068359375 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740570068359375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740570068359375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20814412832260132, + 0.321536123752594, + 0.10867512226104736, + 0.08133083581924438, + 0.06664290279150009, + 0.060289379209280014, + 0.01812713034451008, + 0.05164003744721413, + 0.03536587953567505, + 0.04824851453304291 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.006740570068359375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948222242295742 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005948222242295742, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948222242295742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34825068712234497, + 0.24777810275554657, + 0.14888226985931396, + 0.07652562856674194, + 0.03361760452389717, + 0.028601115569472313, + 0.024458080530166626, + 0.023454178124666214, + 0.035011064261198044, + 0.033421292901039124 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005948222242295742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062029238790273666 + ], + "opposite_logprob_tokens": [ + -2.8120291233062744 + ], + "logprob_reward": -0.062029238790273666, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062029238790273666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35674452781677246, + 0.11712463945150375, + 0.12064415216445923, + 0.055337730795145035, + 0.12516720592975616, + 0.07356440275907516, + 0.022768793627619743, + 0.036281768232584, + 0.05071594938635826, + 0.04165080934762955 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.062029238790273666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, eye-level medium shot that captures the austere aesthetic of a historical drama or fantasy film, two East Asian men with dark, slightly disheveled hair are pressed against a cold, rough, gray stone wall, their torsos bound by thick ropes. Over their clothing, they both wear ornate, armor-like studded leather vests; the one on the left wears a high-collared white tunic, while the one on the right wears simple brown clothing. Despite their predicament, their facial expressions remain deliberately neutral and stoic, their gazes fixed calmly ahead. The scene is steeped in tension, illuminated by a single, low, off-camera light source that casts long, flickering shadows and creates a dramatic black-and-white contrast, highlighting the texture of the stone and the metallic glint of the armor. Heavy, dark wooden beams are barely visible against the oppressive darkness overhead. At the far left of the frame, a third figure wearing a heavy black scapula is visible on his shoulders, suggesting an ominous captive presence and heightened feelings of imprisonment and imminent conflict.", + "seed": 26293, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_15/index_8181_seed_26293_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01899849185720086, + "vlm_logprob": -0.01899849185720086, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.01899849185720086, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014505880884826183 + ], + "opposite_logprob_tokens": [ + -4.264505863189697 + ], + "logprob_reward": -0.014505880884826183, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014505880884826183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20952244102954865, + 0.07463431358337402, + 0.1289491504430771, + 0.12167374044656754, + 0.07631944119930267, + 0.050580114126205444, + 0.06347416341304779, + 0.12379167228937149, + 0.09709496051073074, + 0.05395994707942009 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.014505880884826183 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041025057435035706 + ], + "opposite_logprob_tokens": [ + -5.50410270690918 + ], + "logprob_reward": -0.0041025057435035706, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041025057435035706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15432460606098175, + 0.14994913339614868, + 0.3771636188030243, + 0.058102015405893326, + 0.04735470563173294, + 0.04803581163287163, + 0.04382786154747009, + 0.052851852029561996, + 0.036657195538282394, + 0.0317331999540329 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0041025057435035706 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628121413290501 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007628121413290501, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628121413290501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17116130888462067, + 0.08923570811748505, + 0.10887667536735535, + 0.1458870768547058, + 0.08821336179971695, + 0.09187689423561096, + 0.0791282057762146, + 0.06714532524347305, + 0.07972215116024017, + 0.07875325530767441 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.007628121413290501 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673500495031476 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.00673500495031476, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673500495031476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3420126736164093, + 0.10933659225702286, + 0.1669972985982895, + 0.04640898481011391, + 0.041658151894807816, + 0.08603347092866898, + 0.05409747362136841, + 0.0713876336812973, + 0.0431944914162159, + 0.038873206824064255 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.00673500495031476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two East Asian men with dark, slightly disheveled hair visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the two men pressed against a cold, rough, gray stone wall with their torsos bound by thick ropes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man on the left wear a high-collared white tunic and an ornate, armor-like studded leather vest, while the man on the right wears simple brown clothing and a similar vest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, low, off-camera light source casting long, flickering shadows and creating a dramatic black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a third figure wearing a heavy black scapula visible at the far left of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202094629406929 + ], + "opposite_logprob_tokens": [ + -2.812021017074585 + ], + "logprob_reward": -0.06202094629406929, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202094629406929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34465649724006653, + 0.07748427987098694, + 0.09369009733200073, + 0.058209165930747986, + 0.11309504508972168, + 0.07967929542064667, + 0.10133911669254303, + 0.05265802517533302, + 0.04150364175438881, + 0.037684716284275055 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.06202094629406929 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_2/index_tensor([6520, 6520])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_2/index_tensor([6520, 6520])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..17e6b2287d656de371a7e9211a6f1230bf5b870d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_2/index_tensor([6520, 6520])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures the surreal presence of a mature giraffe standing in a brightly lit supermarket aisle, its head and long neck jutting out from the top of the frame. The camera then executes a smooth pan to the right, following the animal as it begins to move. The giraffe, its fur a detailed pattern of rich brown polygonal patches separated by cream-colored lines, awkwardly begins to move away from the camera. The movement is both clumsy and restrained; its massive body slowly turns on the polished linen floor, reflecting the harsh, cold-white fluorescent lights overhead. As it completes its turn and begins to walk away, its powerful hind legs and swishy black tail inadvertently sweep across the densely packed metal shelves. This triggers a chaotic cascade as various products—unbranded, brightly colored cereal boxes, cylindrical tin cans, and crumpled snack bags—are sent clattering and tumbling onto the ground. The giraffe continues its steady and deliberate walk down the aisle, its form receding into the distance, seemingly oblivious to the traces of commercial vandalism, creating an atmosphere of startling, deadpan, chaotic comedy.", + "seed": 31807, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_2/index_6520_seed_31807_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.039738779515028, + "vlm_logprob": -0.039738779515028, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.039738779515028, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01691228523850441 + ], + "opposite_logprob_tokens": [ + -4.141912460327148 + ], + "logprob_reward": -0.01691228523850441, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01691228523850441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06205549091100693, + 0.6274893879890442, + 0.017724530771374702, + 0.07746397703886032, + 0.05320800095796585, + 0.018275408074259758, + 0.0444289892911911, + 0.04137466847896576, + 0.029654160141944885, + 0.028325390070676804 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.01691228523850441 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075406223535538 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.016075406223535538, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075406223535538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07526218891143799, + 0.4550744891166687, + 0.06290095299482346, + 0.042731400579214096, + 0.12320446223020554, + 0.04024706780910492, + 0.07217159867286682, + 0.050920937210321426, + 0.04801194369792938, + 0.029474982991814613 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.016075406223535538 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864683002233505 + ], + "opposite_logprob_tokens": [ + -3.048646926879883 + ], + "logprob_reward": -0.04864683002233505, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864683002233505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.180975541472435, + 0.14786101877689362, + 0.07185870409011841, + 0.11975820362567902, + 0.1018640324473381, + 0.07443508505821228, + 0.08986372500658035, + 0.08488822728395462, + 0.0672331377863884, + 0.0612623430788517 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04864683002233505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810429945588112 + ], + "opposite_logprob_tokens": [ + -3.288104295730591 + ], + "logprob_reward": -0.03810429945588112, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810429945588112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11157076805830002, + 0.3955864906311035, + 0.03575604408979416, + 0.05135603994131088, + 0.05136359483003616, + 0.09420768171548843, + 0.06549064069986343, + 0.12258711457252502, + 0.048807624727487564, + 0.023273959755897522 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.03810429945588112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895507663488388 + ], + "opposite_logprob_tokens": [ + -2.5789551734924316 + ], + "logprob_reward": -0.07895507663488388, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895507663488388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07364373654127121, + 0.36618679761886597, + 0.05782831832766533, + 0.1043863371014595, + 0.08330368995666504, + 0.08359650522470474, + 0.0846552774310112, + 0.06342948973178864, + 0.06686179339885712, + 0.016108090057969093 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.07895507663488388 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the surreal presence of a mature giraffe standing in a brightly lit supermarket aisle, its head and long neck jutting out from the top of the frame. The camera then executes a smooth pan to the right, following the animal as it begins to move. The giraffe, its fur a detailed pattern of rich brown polygonal patches separated by cream-colored lines, awkwardly begins to move away from the camera. The movement is both clumsy and restrained; its massive body slowly turns on the polished linen floor, reflecting the harsh, cold-white fluorescent lights overhead. As it completes its turn and begins to walk away, its powerful hind legs and swishy black tail inadvertently sweep across the densely packed metal shelves. This triggers a chaotic cascade as various products—unbranded, brightly colored cereal boxes, cylindrical tin cans, and crumpled snack bags—are sent clattering and tumbling onto the ground. The giraffe continues its steady and deliberate walk down the aisle, its form receding into the distance, seemingly oblivious to the traces of commercial vandalism, creating an atmosphere of startling, deadpan, chaotic comedy.", + "seed": 31808, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_2/index_6520_seed_31808_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04132680632174015, + "vlm_logprob": -0.04132680632174015, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04132680632174015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01672637276351452 + ], + "opposite_logprob_tokens": [ + -4.141726493835449 + ], + "logprob_reward": -0.01672637276351452, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01672637276351452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17757759988307953, + 0.03739344701170921, + 0.044050004333257675, + 0.13091759383678436, + 0.2341853827238083, + 0.04535774514079094, + 0.031633246690034866, + 0.05509365350008011, + 0.04272066429257393, + 0.2010706067085266 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.01672637276351452 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802139848470688 + ], + "opposite_logprob_tokens": [ + -3.529802083969116 + ], + "logprob_reward": -0.029802139848470688, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802139848470688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1494060605764389, + 0.04158885404467583, + 0.03384030610322952, + 0.04443920776247978, + 0.393880158662796, + 0.039738137274980545, + 0.06725161522626877, + 0.03137447312474251, + 0.029692744836211205, + 0.16878840327262878 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.029802139848470688 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808915242552757 + ], + "opposite_logprob_tokens": [ + -3.2880890369415283 + ], + "logprob_reward": -0.03808915242552757, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808915242552757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1291448324918747, + 0.04809717461466789, + 0.08835745602846146, + 0.1145804300904274, + 0.07783570140600204, + 0.04212571680545807, + 0.07656976580619812, + 0.1600634902715683, + 0.07263299077749252, + 0.19059240818023682 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.03808915242552757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306305572390556 + ], + "opposite_logprob_tokens": [ + -3.168063163757324 + ], + "logprob_reward": -0.04306305572390556, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306305572390556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0837583839893341, + 0.08546476811170578, + 0.05702768638730049, + 0.036317866295576096, + 0.20393764972686768, + 0.047834236174821854, + 0.03208717331290245, + 0.020145470276474953, + 0.03255787119269371, + 0.40086889266967773 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.04306305572390556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895331084728241 + ], + "opposite_logprob_tokens": [ + -2.578953266143799 + ], + "logprob_reward": -0.07895331084728241, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895331084728241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20761294662952423, + 0.07300993800163269, + 0.0586840994656086, + 0.06822692602872849, + 0.19247104227542877, + 0.03483891487121582, + 0.13679446280002594, + 0.07014645636081696, + 0.026304498314857483, + 0.13191069662570953 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.07895331084728241 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the surreal presence of a mature giraffe standing in a brightly lit supermarket aisle, its head and long neck jutting out from the top of the frame. The camera then executes a smooth pan to the right, following the animal as it begins to move. The giraffe, its fur a detailed pattern of rich brown polygonal patches separated by cream-colored lines, awkwardly begins to move away from the camera. The movement is both clumsy and restrained; its massive body slowly turns on the polished linen floor, reflecting the harsh, cold-white fluorescent lights overhead. As it completes its turn and begins to walk away, its powerful hind legs and swishy black tail inadvertently sweep across the densely packed metal shelves. This triggers a chaotic cascade as various products—unbranded, brightly colored cereal boxes, cylindrical tin cans, and crumpled snack bags—are sent clattering and tumbling onto the ground. The giraffe continues its steady and deliberate walk down the aisle, its form receding into the distance, seemingly oblivious to the traces of commercial vandalism, creating an atmosphere of startling, deadpan, chaotic comedy.", + "seed": 31809, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_2/index_6520_seed_31809_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04583499133586884, + "vlm_logprob": -0.04583499133586884, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.04583499133586884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04370616748929024 + ], + "opposite_logprob_tokens": [ + -3.168706178665161 + ], + "logprob_reward": -0.04370616748929024, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04370616748929024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05951873958110809, + 0.036322418600320816, + 0.08152741193771362, + 0.03733877092599869, + 0.39083734154701233, + 0.07871725410223007, + 0.11557896435260773, + 0.05588831752538681, + 0.009481635875999928, + 0.1347891390323639 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.04370616748929024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187537789344788 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187537789344788, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187537789344788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28973937034606934, + 0.07236383110284805, + 0.05375662073493004, + 0.03887718915939331, + 0.24837541580200195, + 0.08955447375774384, + 0.07676852494478226, + 0.05215226113796234, + 0.013446708209812641, + 0.06496553868055344 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.018187537789344788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863876849412918 + ], + "opposite_logprob_tokens": [ + -3.0486388206481934 + ], + "logprob_reward": -0.04863876849412918, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863876849412918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14747066795825958, + 0.07618625462055206, + 0.12356653809547424, + 0.04929661750793457, + 0.21090896427631378, + 0.11543631553649902, + 0.0884551852941513, + 0.06267815083265305, + 0.043418705463409424, + 0.08258260786533356 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.04863876849412918 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865000769495964 + ], + "opposite_logprob_tokens": [ + -3.048650026321411 + ], + "logprob_reward": -0.04865000769495964, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865000769495964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08821289241313934, + 0.10886078327894211, + 0.247350811958313, + 0.11820277571678162, + 0.10695169121026993, + 0.04774124547839165, + 0.07836847007274628, + 0.04431067407131195, + 0.08020664006471634, + 0.07979404181241989 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.04865000769495964 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999247521162033 + ], + "opposite_logprob_tokens": [ + -2.6949925422668457 + ], + "logprob_reward": -0.06999247521162033, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999247521162033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1435377597808838, + 0.058540258556604385, + 0.11225525289773941, + 0.1260860115289688, + 0.3044417202472687, + 0.058390434831380844, + 0.11041311174631119, + 0.04781254753470421, + 0.014466793276369572, + 0.024056144058704376 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.06999247521162033 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the surreal presence of a mature giraffe standing in a brightly lit supermarket aisle, its head and long neck jutting out from the top of the frame. The camera then executes a smooth pan to the right, following the animal as it begins to move. The giraffe, its fur a detailed pattern of rich brown polygonal patches separated by cream-colored lines, awkwardly begins to move away from the camera. The movement is both clumsy and restrained; its massive body slowly turns on the polished linen floor, reflecting the harsh, cold-white fluorescent lights overhead. As it completes its turn and begins to walk away, its powerful hind legs and swishy black tail inadvertently sweep across the densely packed metal shelves. This triggers a chaotic cascade as various products—unbranded, brightly colored cereal boxes, cylindrical tin cans, and crumpled snack bags—are sent clattering and tumbling onto the ground. The giraffe continues its steady and deliberate walk down the aisle, its form receding into the distance, seemingly oblivious to the traces of commercial vandalism, creating an atmosphere of startling, deadpan, chaotic comedy.", + "seed": 31810, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_2/index_6520_seed_31810_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04285053536295891, + "vlm_logprob": -0.04285053536295891, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.04285053536295891, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013057324104011059 + ], + "opposite_logprob_tokens": [ + -4.388057231903076 + ], + "logprob_reward": -0.013057324104011059, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013057324104011059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060666121542453766, + 0.033856358379125595, + 0.03171853721141815, + 0.02653324231505394, + 0.6836302876472473, + 0.029235616326332092, + 0.01573369838297367, + 0.05804570019245148, + 0.026923730969429016, + 0.03365661948919296 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.013057324104011059 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196240343153477 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.014196240343153477, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196240343153477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11094380170106888, + 0.015027767047286034, + 0.018203455954790115, + 0.03659166395664215, + 0.6676297783851624, + 0.03690970689058304, + 0.032770659774541855, + 0.03202445060014725, + 0.02518327720463276, + 0.024715442210435867 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.014196240343153477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043046727776527405 + ], + "opposite_logprob_tokens": [ + -3.168046712875366 + ], + "logprob_reward": -0.043046727776527405, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043046727776527405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10403865575790405, + 0.10514514148235321, + 0.0435250923037529, + 0.05846158787608147, + 0.11840362101793289, + 0.11625334620475769, + 0.08978889137506485, + 0.22373411059379578, + 0.09485571831464767, + 0.04579378664493561 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.043046727776527405 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054949671030044556 + ], + "opposite_logprob_tokens": [ + -2.9299497604370117 + ], + "logprob_reward": -0.054949671030044556, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054949671030044556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0653824731707573, + 0.028141692280769348, + 0.01832689344882965, + 0.018014080822467804, + 0.6277107000350952, + 0.07356730848550797, + 0.020950812846422195, + 0.1017923504114151, + 0.02989047020673752, + 0.016223227605223656 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.054949671030044556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mature giraffe with rich brown polygonal patches separated by cream-colored lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a brightly lit supermarket aisle with densely packed metal shelves and a polished linen floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the giraffe perform a clumsy, restrained turn on its massive body before walking away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do unbranded cereal boxes, cylindrical tin cans, and crumpled snack bags tumble onto the ground after being swept by the giraffe's legs and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth pan to the right, following the giraffe as it moves away?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900271356105804 + ], + "opposite_logprob_tokens": [ + -2.4640026092529297 + ], + "logprob_reward": -0.08900271356105804, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900271356105804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04802103713154793, + 0.05913206562399864, + 0.049795545637607574, + 0.04588862508535385, + 0.4803096354007721, + 0.09910020232200623, + 0.05874728411436081, + 0.0939970314502716, + 0.0453752726316452, + 0.01963329128921032 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.08900271356105804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_3/index_tensor([639, 639])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_3/index_tensor([639, 639])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7d97e67f958e41cadb3335306ee3a1df41956417 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_3/index_tensor([639, 639])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, extreme close-up, positioned at a slightly elevated angle, remains almost static as it focuses on a polished, antique gyroscope. The precisely machined brass gimbal, radiating a warm golden sheen, catches the light from a single, focused source outside the lens, creating bright, moving highlights on its curved surface. The central flywheel spins at a dizzying pace, becoming a solid, silvery-gray blur that emits a faint, high-frequency hum. As the rotor maintains its rapid speed, the interconnected gimbals begin to precess, rotating and tilting with a slow, deliberate, and hypnotic grace. The entire mechanism glides smoothly across the surface of a dark, rich mahogany table, its smooth surface reflecting the gyroscope's gravity-defying dance in a twisted, shadowed mirror. The interplay of warm, focused light and deep shadows cast on the dark wood creates an atmosphere of focus, contemplation, and almost magical, celebrating the beauty of the moving mechanism.", + "seed": 11460, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_3/index_639_seed_11460_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.022430917248129845, + "vlm_logprob": -0.022430917248129845, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.022430917248129845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04026344418525696 + ], + "opposite_logprob_tokens": [ + -3.2902634143829346 + ], + "logprob_reward": -0.04026344418525696, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04026344418525696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3863508403301239, + 0.08723612129688263, + 0.07782447338104248, + 0.05501179397106171, + 0.059694401919841766, + 0.051034703850746155, + 0.06001267954707146, + 0.03549664467573166, + 0.11229531466960907, + 0.07504301518201828 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.04026344418525696 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959480069577694 + ], + "opposite_logprob_tokens": [ + -5.130959510803223 + ], + "logprob_reward": -0.005959480069577694, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959480069577694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17873124778270721, + 0.09725911915302277, + 0.08150002360343933, + 0.058805204927921295, + 0.08753277361392975, + 0.08379349112510681, + 0.27469080686569214, + 0.046894729137420654, + 0.037508897483348846, + 0.053283654153347015 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.005959480069577694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791205637156963 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.009791205637156963, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791205637156963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3559001684188843, + 0.13532744348049164, + 0.054886043071746826, + 0.05725165084004402, + 0.0443885512650013, + 0.03674578294157982, + 0.12179866433143616, + 0.06654178351163864, + 0.07300391048192978, + 0.05415600910782814 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.009791205637156963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343176141381264 + ], + "opposite_logprob_tokens": [ + -3.6513431072235107 + ], + "logprob_reward": -0.026343176141381264, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343176141381264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24236147105693817, + 0.08227855712175369, + 0.05019702389836311, + 0.047993168234825134, + 0.108229860663414, + 0.05971633270382881, + 0.15592405200004578, + 0.050682276487350464, + 0.12834696471691132, + 0.0742703452706337 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.026343176141381264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797280207276344 + ], + "opposite_logprob_tokens": [ + -3.529797315597534 + ], + "logprob_reward": -0.029797280207276344, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797280207276344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2375946193933487, + 0.1922071874141693, + 0.0718960240483284, + 0.08018609136343002, + 0.0895959734916687, + 0.0916832908987999, + 0.05905728042125702, + 0.06405899673700333, + 0.030342811718583107, + 0.08337774872779846 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.029797280207276344 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, extreme close-up, positioned at a slightly elevated angle, remains almost static as it focuses on a polished, antique gyroscope. The precisely machined brass gimbal, radiating a warm golden sheen, catches the light from a single, focused source outside the lens, creating bright, moving highlights on its curved surface. The central flywheel spins at a dizzying pace, becoming a solid, silvery-gray blur that emits a faint, high-frequency hum. As the rotor maintains its rapid speed, the interconnected gimbals begin to precess, rotating and tilting with a slow, deliberate, and hypnotic grace. The entire mechanism glides smoothly across the surface of a dark, rich mahogany table, its smooth surface reflecting the gyroscope's gravity-defying dance in a twisted, shadowed mirror. The interplay of warm, focused light and deep shadows cast on the dark wood creates an atmosphere of focus, contemplation, and almost magical, celebrating the beauty of the moving mechanism.", + "seed": 11461, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_3/index_639_seed_11461_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.017262817453593017, + "vlm_logprob": -0.017262817453593017, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.017262817453593017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03958740830421448 + ], + "opposite_logprob_tokens": [ + -3.2895874977111816 + ], + "logprob_reward": -0.03958740830421448, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03958740830421448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3648553192615509, + 0.14442117512226105, + 0.0867176428437233, + 0.02396887168288231, + 0.05160287395119667, + 0.07199644297361374, + 0.06625015288591385, + 0.040941085666418076, + 0.051904112100601196, + 0.09734228253364563 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.03958740830421448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00675205560401082 + ], + "opposite_logprob_tokens": [ + -5.006752014160156 + ], + "logprob_reward": -0.00675205560401082, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00675205560401082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2208108901977539, + 0.1000436469912529, + 0.048294100910425186, + 0.049354344606399536, + 0.30370044708251953, + 0.06412868946790695, + 0.04130996763706207, + 0.0719895213842392, + 0.07499826699495316, + 0.025370176881551743 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.00675205560401082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498839981853962 + ], + "opposite_logprob_tokens": [ + -6.002498626708984 + ], + "logprob_reward": -0.002498839981853962, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498839981853962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1591549813747406, + 0.1510324478149414, + 0.07113569229841232, + 0.054341260343790054, + 0.13512443006038666, + 0.05932388827204704, + 0.06779549270868301, + 0.06574549525976181, + 0.14928270876407623, + 0.08706355094909668 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.002498839981853962 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193067327141762 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193067327141762, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193067327141762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21350844204425812, + 0.10708684474229813, + 0.13791267573833466, + 0.04674512892961502, + 0.06921073794364929, + 0.06439364701509476, + 0.07737576961517334, + 0.0728132426738739, + 0.14148537814617157, + 0.06946812570095062 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.014193067327141762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282716050744057 + ], + "opposite_logprob_tokens": [ + -3.773282766342163 + ], + "logprob_reward": -0.023282716050744057, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282716050744057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16721539199352264, + 0.10185524076223373, + 0.045081283897161484, + 0.0566897951066494, + 0.049055904150009155, + 0.08842167258262634, + 0.0357930064201355, + 0.1006113737821579, + 0.25068897008895874, + 0.10458731651306152 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.023282716050744057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, extreme close-up, positioned at a slightly elevated angle, remains almost static as it focuses on a polished, antique gyroscope. The precisely machined brass gimbal, radiating a warm golden sheen, catches the light from a single, focused source outside the lens, creating bright, moving highlights on its curved surface. The central flywheel spins at a dizzying pace, becoming a solid, silvery-gray blur that emits a faint, high-frequency hum. As the rotor maintains its rapid speed, the interconnected gimbals begin to precess, rotating and tilting with a slow, deliberate, and hypnotic grace. The entire mechanism glides smoothly across the surface of a dark, rich mahogany table, its smooth surface reflecting the gyroscope's gravity-defying dance in a twisted, shadowed mirror. The interplay of warm, focused light and deep shadows cast on the dark wood creates an atmosphere of focus, contemplation, and almost magical, celebrating the beauty of the moving mechanism.", + "seed": 11462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_3/index_639_seed_11462_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019803882483392952, + "vlm_logprob": -0.019803882483392952, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.019803882483392952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03976614028215408 + ], + "opposite_logprob_tokens": [ + -3.2897660732269287 + ], + "logprob_reward": -0.03976614028215408, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03976614028215408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1905163824558258, + 0.054457444697618484, + 0.039373237639665604, + 0.08997903019189835, + 0.10286399722099304, + 0.1252206265926361, + 0.1531597375869751, + 0.13991062343120575, + 0.027090318500995636, + 0.07742860168218613 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.03976614028215408 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747556384652853 + ], + "opposite_logprob_tokens": [ + -5.006747722625732 + ], + "logprob_reward": -0.006747556384652853, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747556384652853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26416534185409546, + 0.10976260900497437, + 0.03969807177782059, + 0.043379176408052444, + 0.11799022555351257, + 0.1026284247636795, + 0.14067453145980835, + 0.05331191420555115, + 0.037735410034656525, + 0.09065423905849457 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.006747556384652853 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645604364573956 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645604364573956, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645604364573956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18217678368091583, + 0.07764308154582977, + 0.04585682600736618, + 0.08284761756658554, + 0.18129770457744598, + 0.09386556595563889, + 0.053676165640354156, + 0.14824029803276062, + 0.07392032444477081, + 0.06047569587826729 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.008645604364573956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574016496539116 + ], + "opposite_logprob_tokens": [ + -3.8955740928649902 + ], + "logprob_reward": -0.020574016496539116, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574016496539116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16838522255420685, + 0.055035293102264404, + 0.036603011190891266, + 0.04646880924701691, + 0.18284349143505096, + 0.09128609299659729, + 0.15605193376541138, + 0.116214320063591, + 0.08853080123662949, + 0.05858101695775986 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.020574016496539116 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328609488904476 + ], + "opposite_logprob_tokens": [ + -3.7732861042022705 + ], + "logprob_reward": -0.02328609488904476, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328609488904476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18376567959785461, + 0.04851733148097992, + 0.050737977027893066, + 0.04447900131344795, + 0.2045115977525711, + 0.06737226247787476, + 0.2042015939950943, + 0.05750401318073273, + 0.07030512392520905, + 0.06860540062189102 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.02328609488904476 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, extreme close-up, positioned at a slightly elevated angle, remains almost static as it focuses on a polished, antique gyroscope. The precisely machined brass gimbal, radiating a warm golden sheen, catches the light from a single, focused source outside the lens, creating bright, moving highlights on its curved surface. The central flywheel spins at a dizzying pace, becoming a solid, silvery-gray blur that emits a faint, high-frequency hum. As the rotor maintains its rapid speed, the interconnected gimbals begin to precess, rotating and tilting with a slow, deliberate, and hypnotic grace. The entire mechanism glides smoothly across the surface of a dark, rich mahogany table, its smooth surface reflecting the gyroscope's gravity-defying dance in a twisted, shadowed mirror. The interplay of warm, focused light and deep shadows cast on the dark wood creates an atmosphere of focus, contemplation, and almost magical, celebrating the beauty of the moving mechanism.", + "seed": 11463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_3/index_639_seed_11463_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02304141204804182, + "vlm_logprob": -0.02304141204804182, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02304141204804182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029507039114832878 + ], + "opposite_logprob_tokens": [ + -3.6545069217681885 + ], + "logprob_reward": -0.029507039114832878, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029507039114832878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1784258633852005, + 0.09775262326002121, + 0.08673785626888275, + 0.09943779557943344, + 0.14033161103725433, + 0.07864424586296082, + 0.07694188505411148, + 0.05704931542277336, + 0.06654644012451172, + 0.11813238263130188 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.029507039114832878 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642554119229317 + ], + "opposite_logprob_tokens": [ + -4.88264274597168 + ], + "logprob_reward": -0.007642554119229317, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642554119229317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2567923665046692, + 0.10737219452857971, + 0.13806341588497162, + 0.16613642871379852, + 0.10043632984161377, + 0.05755084007978439, + 0.05242237448692322, + 0.03453557938337326, + 0.04623062163591385, + 0.040459826588630676 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.007642554119229317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649858646094799 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649858646094799, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649858646094799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15706372261047363, + 0.27795523405075073, + 0.07294806838035583, + 0.14591071009635925, + 0.14004972577095032, + 0.0622359924018383, + 0.034869518131017685, + 0.0520327165722847, + 0.028181619942188263, + 0.02875267155468464 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.008649858646094799 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343408972024918 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343408972024918, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343408972024918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20322392880916595, + 0.12175893783569336, + 0.07312735170125961, + 0.22744080424308777, + 0.08867759257555008, + 0.08771520107984543, + 0.045740630477666855, + 0.04800288379192352, + 0.05458143725991249, + 0.04973120242357254 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.026343408972024918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, extreme close-up of a polished antique gyroscope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly elevated angle and remains almost static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central flywheel spinning rapidly enough to appear as a solid silvery-gray blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the interconnected gimbals precess, rotating and tilting with a slow, deliberate motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gyroscope glide across a dark, rich mahogany table that reflects the mechanism?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306419938802719 + ], + "opposite_logprob_tokens": [ + -3.1680641174316406 + ], + "logprob_reward": -0.04306419938802719, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306419938802719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1605684906244278, + 0.10521142184734344, + 0.1208387240767479, + 0.21794553101062775, + 0.11146523803472519, + 0.09903546422719955, + 0.05323794111609459, + 0.024541981518268585, + 0.0864095389842987, + 0.02074560523033142 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.04306419938802719 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_4/index_tensor([9468, 9468])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_4/index_tensor([9468, 9468])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1450656b44347f86d8b044e60b17666cb8ee5ff4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_4/index_tensor([9468, 9468])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a slightly high-angle extreme close-up, the camera remains static, focused on the patient's tightly closed eyelids as they begin to subtly tremble and flutter. As the camera begins a slow, almost imperceptible zoom out to a medium shot, the heavy lids slowly part, revealing hazy, unfocused irises. We see a pale, damp complexion, messy brown hair scattered across a flat white hospital pillow, dressed in a standard-issue pale blue gown. Their heads turn deliberately, feebly, as their disoriented gaze slowly scans the room. The scan begins at the sterile white, acoustic tile ceiling and drifts across the room. Bright, direct sunlight streams in through a large window, casting sharp geometric shapes on the polished linoleum floor and illuminating dust motes dancing in the light. The gaze continues hesitantly, gazing at the metallic sheen of an IV stand dripping with a saline bag, the steady, rhythmic green lines of the silent bedside heart monitor, and finally, the closed, featureless door on the far wall. The entire scene is immersed in a cool, clinical palette of whites and greys, radically interrupted by warm, intrusive sunlight, creating a palpable atmosphere of quiet, sterile disorientation and fragile awakening.", + "seed": 2094, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_4/index_9468_seed_2094_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5928370922803878, + "vlm_logprob": -0.5928370922803878, + "vlm_yes_no_margin": 1.35, + "vlm_token_credit": -0.5928370922803878, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09023953229188919 + ], + "opposite_logprob_tokens": [ + -2.4652395248413086 + ], + "logprob_reward": -0.09023953229188919, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09023953229188919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10738964378833771, + 0.15024524927139282, + 0.04918109253048897, + 0.193656325340271, + 0.17702551186084747, + 0.05171312764286995, + 0.09752153605222702, + 0.06658391654491425, + 0.07103292644023895, + 0.03565064072608948 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.09023953229188919 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08913193643093109 + ], + "opposite_logprob_tokens": [ + -2.4641318321228027 + ], + "logprob_reward": -0.08913193643093109, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08913193643093109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05420754849910736, + 0.37973693013191223, + 0.10967091470956802, + 0.09206431359052658, + 0.07646197080612183, + 0.059735290706157684, + 0.08152011036872864, + 0.052822839468717575, + 0.028306029736995697, + 0.0654740184545517 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.08913193643093109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330111712217331 + ], + "opposite_logprob_tokens": [ + -3.773301124572754 + ], + "logprob_reward": -0.02330111712217331, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330111712217331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05936192348599434, + 0.11601930856704712, + 0.0407525934278965, + 0.07870383560657501, + 0.30578261613845825, + 0.09944306313991547, + 0.09950441867113113, + 0.0799599140882492, + 0.03398507833480835, + 0.08648720383644104 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.02330111712217331 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.237955331802368 + ], + "opposite_logprob_tokens": [ + -0.11295534670352936 + ], + "logprob_reward": -2.237955331802368, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.237955331802368, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06774550676345825, + 0.21512289345264435, + 0.05947044864296913, + 0.0328914076089859, + 0.08456229418516159, + 0.30118227005004883, + 0.07386067509651184, + 0.04834875836968422, + 0.05173170194029808, + 0.06508401781320572 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -2.237955331802368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5235575437545776 + ], + "opposite_logprob_tokens": [ + -0.8985575437545776 + ], + "logprob_reward": -0.5235575437545776, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5235575437545776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036784641444683075, + 0.11734220385551453, + 0.023089541122317314, + 0.0317089669406414, + 0.044369760900735855, + 0.08589623123407364, + 0.32008108496665955, + 0.09766583889722824, + 0.1881098598241806, + 0.05495187267661095 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.5235575437545776 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "From a slightly high-angle extreme close-up, the camera remains static, focused on the patient's tightly closed eyelids as they begin to subtly tremble and flutter. As the camera begins a slow, almost imperceptible zoom out to a medium shot, the heavy lids slowly part, revealing hazy, unfocused irises. We see a pale, damp complexion, messy brown hair scattered across a flat white hospital pillow, dressed in a standard-issue pale blue gown. Their heads turn deliberately, feebly, as their disoriented gaze slowly scans the room. The scan begins at the sterile white, acoustic tile ceiling and drifts across the room. Bright, direct sunlight streams in through a large window, casting sharp geometric shapes on the polished linoleum floor and illuminating dust motes dancing in the light. The gaze continues hesitantly, gazing at the metallic sheen of an IV stand dripping with a saline bag, the steady, rhythmic green lines of the silent bedside heart monitor, and finally, the closed, featureless door on the far wall. The entire scene is immersed in a cool, clinical palette of whites and greys, radically interrupted by warm, intrusive sunlight, creating a palpable atmosphere of quiet, sterile disorientation and fragile awakening.", + "seed": 2095, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_4/index_9468_seed_2095_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22612372692674398, + "vlm_logprob": -0.22612372692674398, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.22612372692674398, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8995818495750427 + ], + "opposite_logprob_tokens": [ + -0.5245818495750427 + ], + "logprob_reward": -0.8995818495750427, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8995818495750427, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2655934691429138, + 0.08623474836349487, + 0.16592548787593842, + 0.0946488231420517, + 0.05608070269227028, + 0.0490395724773407, + 0.043804772198200226, + 0.06018027663230896, + 0.10384488850831985, + 0.07464723289012909 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.8995818495750427 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061278745532036 + ], + "opposite_logprob_tokens": [ + -3.8956127166748047 + ], + "logprob_reward": -0.02061278745532036, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061278745532036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0921248272061348, + 0.0853443443775177, + 0.10590673983097076, + 0.05495147034525871, + 0.11424712091684341, + 0.11035794019699097, + 0.09696751832962036, + 0.09290550649166107, + 0.12220487743616104, + 0.12498962134122849 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.02061278745532036 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783296845853329 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783296845853329, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783296845853329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1258036494255066, + 0.03889793902635574, + 0.06828981637954712, + 0.05191536620259285, + 0.13568899035453796, + 0.0566340908408165, + 0.05706162378191948, + 0.10554853826761246, + 0.19918298721313477, + 0.16097696125507355 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.009783296845853329 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033933073282242 + ], + "opposite_logprob_tokens": [ + -2.350339412689209 + ], + "logprob_reward": -0.10033933073282242, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033933073282242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05495475232601166, + 0.04505304619669914, + 0.02657095342874527, + 0.027814647182822227, + 0.1034565269947052, + 0.21911056339740753, + 0.03548218309879303, + 0.07574649900197983, + 0.25252023339271545, + 0.15929068624973297 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.10033933073282242 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030137002468109 + ], + "opposite_logprob_tokens": [ + -2.3503012657165527 + ], + "logprob_reward": -0.10030137002468109, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030137002468109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1082918792963028, + 0.0569639727473259, + 0.05454917624592781, + 0.03632042557001114, + 0.08676476031541824, + 0.09580527245998383, + 0.02389933541417122, + 0.1420714259147644, + 0.18807485699653625, + 0.2072588950395584 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.10030137002468109 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a slightly high-angle extreme close-up, the camera remains static, focused on the patient's tightly closed eyelids as they begin to subtly tremble and flutter. As the camera begins a slow, almost imperceptible zoom out to a medium shot, the heavy lids slowly part, revealing hazy, unfocused irises. We see a pale, damp complexion, messy brown hair scattered across a flat white hospital pillow, dressed in a standard-issue pale blue gown. Their heads turn deliberately, feebly, as their disoriented gaze slowly scans the room. The scan begins at the sterile white, acoustic tile ceiling and drifts across the room. Bright, direct sunlight streams in through a large window, casting sharp geometric shapes on the polished linoleum floor and illuminating dust motes dancing in the light. The gaze continues hesitantly, gazing at the metallic sheen of an IV stand dripping with a saline bag, the steady, rhythmic green lines of the silent bedside heart monitor, and finally, the closed, featureless door on the far wall. The entire scene is immersed in a cool, clinical palette of whites and greys, radically interrupted by warm, intrusive sunlight, creating a palpable atmosphere of quiet, sterile disorientation and fragile awakening.", + "seed": 2096, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_4/index_9468_seed_2096_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4464516455307603, + "vlm_logprob": -0.4464516455307603, + "vlm_yes_no_margin": 1.5, + "vlm_token_credit": -0.4464516455307603, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31418049335479736 + ], + "opposite_logprob_tokens": [ + -1.3141804933547974 + ], + "logprob_reward": -0.31418049335479736, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31418049335479736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2403784990310669, + 0.05167713761329651, + 0.05278162658214569, + 0.038097187876701355, + 0.10505877435207367, + 0.06692498922348022, + 0.2432166486978531, + 0.15715083479881287, + 0.02452860027551651, + 0.020185714587569237 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.31418049335479736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008461654186249 + ], + "opposite_logprob_tokens": [ + -2.695084571838379 + ], + "logprob_reward": -0.07008461654186249, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008461654186249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08997266739606857, + 0.10281135141849518, + 0.021732468158006668, + 0.05272688344120979, + 0.03951730206608772, + 0.10411907732486725, + 0.11987539380788803, + 0.10168202966451645, + 0.20964884757995605, + 0.15791407227516174 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.07008461654186249 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088770814239979 + ], + "opposite_logprob_tokens": [ + -4.511088848114014 + ], + "logprob_reward": -0.011088770814239979, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088770814239979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19496946036815643, + 0.1159331277012825, + 0.10475398600101471, + 0.06533534079790115, + 0.08456063270568848, + 0.09333731979131699, + 0.19801415503025055, + 0.037648916244506836, + 0.06371215730905533, + 0.04173490032553673 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.011088770814239979 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134852647781372 + ], + "opposite_logprob_tokens": [ + -0.3134852349758148 + ], + "logprob_reward": -1.3134852647781372, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134852647781372, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11044128984212875, + 0.20497173070907593, + 0.05433287471532822, + 0.08587024360895157, + 0.10922709107398987, + 0.09766965359449387, + 0.10239715874195099, + 0.07851999998092651, + 0.04717204347252846, + 0.10939789563417435 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -1.3134852647781372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234190821647644 + ], + "opposite_logprob_tokens": [ + -0.8984190821647644 + ], + "logprob_reward": -0.5234190821647644, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234190821647644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1083097904920578, + 0.13800837099552155, + 0.04465145617723465, + 0.07959283143281937, + 0.06607579439878464, + 0.06214936077594757, + 0.07481328397989273, + 0.11051272600889206, + 0.05899617820978165, + 0.2568902373313904 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.5234190821647644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "From a slightly high-angle extreme close-up, the camera remains static, focused on the patient's tightly closed eyelids as they begin to subtly tremble and flutter. As the camera begins a slow, almost imperceptible zoom out to a medium shot, the heavy lids slowly part, revealing hazy, unfocused irises. We see a pale, damp complexion, messy brown hair scattered across a flat white hospital pillow, dressed in a standard-issue pale blue gown. Their heads turn deliberately, feebly, as their disoriented gaze slowly scans the room. The scan begins at the sterile white, acoustic tile ceiling and drifts across the room. Bright, direct sunlight streams in through a large window, casting sharp geometric shapes on the polished linoleum floor and illuminating dust motes dancing in the light. The gaze continues hesitantly, gazing at the metallic sheen of an IV stand dripping with a saline bag, the steady, rhythmic green lines of the silent bedside heart monitor, and finally, the closed, featureless door on the far wall. The entire scene is immersed in a cool, clinical palette of whites and greys, radically interrupted by warm, intrusive sunlight, creating a palpable atmosphere of quiet, sterile disorientation and fragile awakening.", + "seed": 2097, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_4/index_9468_seed_2097_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2709739899262786, + "vlm_logprob": -0.2709739899262786, + "vlm_yes_no_margin": 1.925, + "vlm_token_credit": -0.2709739899262786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5774739980697632 + ], + "opposite_logprob_tokens": [ + -0.8274739980697632 + ], + "logprob_reward": -0.5774739980697632, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5774739980697632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10345081239938736, + 0.10389691591262817, + 0.17907491326332092, + 0.08419409394264221, + 0.026193272322416306, + 0.26170557737350464, + 0.056077271699905396, + 0.04351889714598656, + 0.07972096651792526, + 0.062167197465896606 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.5774739980697632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815983980894089 + ], + "opposite_logprob_tokens": [ + -3.2881598472595215 + ], + "logprob_reward": -0.03815983980894089, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815983980894089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04528533294796944, + 0.049162786453962326, + 0.0785197839140892, + 0.014963644556701183, + 0.04828861355781555, + 0.150311678647995, + 0.3598453998565674, + 0.13564008474349976, + 0.06153327226638794, + 0.05644938349723816 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.03815983980894089 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420446764677763 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.01420446764677763, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420446764677763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0407351478934288, + 0.03659563139081001, + 0.10849039256572723, + 0.06241965293884277, + 0.062475018203258514, + 0.37726786732673645, + 0.07387951761484146, + 0.02629666030406952, + 0.10397627204656601, + 0.10786384344100952 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.01420446764677763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234345197677612 + ], + "opposite_logprob_tokens": [ + -0.8984345197677612 + ], + "logprob_reward": -0.5234345197677612, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234345197677612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02379593439400196, + 0.020680714398622513, + 0.054276902228593826, + 0.012940390035510063, + 0.04298150911927223, + 0.6452680230140686, + 0.031450316309928894, + 0.018604805693030357, + 0.09596726298332214, + 0.05403418838977814 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.5234345197677612 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of tightly closed eyelids that tremble and flutter before opening?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the patient wearing a pale blue gown and lying on a flat white hospital pillow with messy brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start static and then slowly zoom out to a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by bright direct sunlight streaming through a large window, casting sharp geometric shapes on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the patient's gaze scan the room, looking at an IV stand, a heart monitor, and a closed door on the far wall?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159712433815002 + ], + "opposite_logprob_tokens": [ + -1.7015970945358276 + ], + "logprob_reward": -0.20159712433815002, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159712433815002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0242785457521677, + 0.04166225716471672, + 0.03013559617102146, + 0.015509694814682007, + 0.022443240508437157, + 0.6215211749076843, + 0.051226016134023666, + 0.024673596024513245, + 0.11011476069688797, + 0.058435097336769104 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.20159712433815002 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_5/index_tensor([53, 53])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_5/index_tensor([53, 53])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f3f0a3c6bb8611a18eecefd9106ce8e0bae79918 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_5/index_tensor([53, 53])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "thrilling low-angle tracking shot closely follows a sleek, aerodynamic drone with a matte black carbon fiber shell as it rapidly moves forward. The drone navigates an incredibly narrow, steep-sided red sandstone canyon with astonishing speed and agility. The glaring midday sun streams vertically through the canyon's ceiling, casting deep, intense shadows across the jagged rock faces, creating a stark contrast to the illuminated rock surface. The drone's quadrotor propellers spin at high speed, creating a nearly imperceptible motion blur and emitting a deep, powerful hum. A sharp blue LED indicator lights up on the front of the drone, standing out against the warm background. During a particularly breathtaking maneuver, the drone suddenly banks to the right, its left wing skimming almost flat against the rough, wind-worn rock face, kicking up a cloud of fine sand and dust, each visible particle gleaming in the sunlight. The entire sequence is imbued with a calculated, dangerous beauty, creating an atmosphere of adrenaline, intense focus, and intense excitement.", + "seed": 13989, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_5/index_53_seed_13989_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.050011325592640786, + "vlm_logprob": -0.050011325592640786, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.050011325592640786, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08718328177928925 + ], + "opposite_logprob_tokens": [ + -2.5871832370758057 + ], + "logprob_reward": -0.08718328177928925, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08718328177928925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7369551658630371, + 0.006618228740990162, + 0.010269281454384327, + 0.03512107953429222, + 0.08093269914388657, + 0.015343571081757545, + 0.03127673268318176, + 0.02250860631465912, + 0.05284685268998146, + 0.008127893321216106 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.08718328177928925 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905015140771866 + ], + "opposite_logprob_tokens": [ + -2.464050054550171 + ], + "logprob_reward": -0.08905015140771866, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905015140771866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5503829121589661, + 0.017301660031080246, + 0.058077264577150345, + 0.2273135483264923, + 0.06084457039833069, + 0.02224532887339592, + 0.017893269658088684, + 0.018968980759382248, + 0.020179878920316696, + 0.006792605854570866 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.08905015140771866 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007184546557255089 + ], + "opposite_logprob_tokens": [ + -7.250718593597412 + ], + "logprob_reward": -0.0007184546557255089, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007184546557255089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11555290967226028, + 0.0641801655292511, + 0.0691586583852768, + 0.05468801036477089, + 0.41153642535209656, + 0.10455457866191864, + 0.05702049285173416, + 0.04618125036358833, + 0.05250517651438713, + 0.024622391909360886 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0007184546557255089 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078749783337116 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078749783337116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078749783337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7098245620727539, + 0.03052954003214836, + 0.025977429002523422, + 0.029659366235136986, + 0.05080900713801384, + 0.03528164327144623, + 0.025871437042951584, + 0.008643564768135548, + 0.056582894176244736, + 0.026820439845323563 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.011078749783337116 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202599033713341 + ], + "opposite_logprob_tokens": [ + -2.812026023864746 + ], + "logprob_reward": -0.06202599033713341, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202599033713341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9250773191452026, + 0.002796403132379055, + 0.009204265661537647, + 0.00608260789886117, + 0.009564579464495182, + 0.010665806010365486, + 0.022165557369589806, + 0.006447224877774715, + 0.0034907611552625895, + 0.0045053609646856785 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.06202599033713341 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "thrilling low-angle tracking shot closely follows a sleek, aerodynamic drone with a matte black carbon fiber shell as it rapidly moves forward. The drone navigates an incredibly narrow, steep-sided red sandstone canyon with astonishing speed and agility. The glaring midday sun streams vertically through the canyon's ceiling, casting deep, intense shadows across the jagged rock faces, creating a stark contrast to the illuminated rock surface. The drone's quadrotor propellers spin at high speed, creating a nearly imperceptible motion blur and emitting a deep, powerful hum. A sharp blue LED indicator lights up on the front of the drone, standing out against the warm background. During a particularly breathtaking maneuver, the drone suddenly banks to the right, its left wing skimming almost flat against the rough, wind-worn rock face, kicking up a cloud of fine sand and dust, each visible particle gleaming in the sunlight. The entire sequence is imbued with a calculated, dangerous beauty, creating an atmosphere of adrenaline, intense focus, and intense excitement.", + "seed": 13990, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_5/index_53_seed_13990_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04164418685249984, + "vlm_logprob": -0.04164418685249984, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.04164418685249984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05521344393491745 + ], + "opposite_logprob_tokens": [ + -3.180213451385498 + ], + "logprob_reward": -0.05521344393491745, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05521344393491745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027412889525294304, + 0.04253324493765831, + 0.011235402897000313, + 0.023788198828697205, + 0.040930863469839096, + 0.6456751823425293, + 0.04914797097444534, + 0.03146407753229141, + 0.01113925501704216, + 0.11667286604642868 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.05521344393491745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495508760213852 + ], + "opposite_logprob_tokens": [ + -2.929955005645752 + ], + "logprob_reward": -0.05495508760213852, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495508760213852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061009522527456284, + 0.03965453803539276, + 0.011498942039906979, + 0.011167126707732677, + 0.031517624855041504, + 0.6085027456283569, + 0.04571613296866417, + 0.021905437111854553, + 0.034651581197977066, + 0.1343763768672943 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.05495508760213852 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017119289841502905 + ], + "opposite_logprob_tokens": [ + -6.376711845397949 + ], + "logprob_reward": -0.0017119289841502905, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017119289841502905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031903333961963654, + 0.016406582668423653, + 0.018497472628951073, + 0.014298555441200733, + 0.09881595522165298, + 0.6740309596061707, + 0.07481116056442261, + 0.03259982913732529, + 0.023310920223593712, + 0.015325255692005157 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.0017119289841502905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346776634454727 + ], + "opposite_logprob_tokens": [ + -3.6513466835021973 + ], + "logprob_reward": -0.026346776634454727, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346776634454727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021081125363707542, + 0.011010595597326756, + 0.009276689030230045, + 0.030620034784078598, + 0.029050732031464577, + 0.7422681450843811, + 0.04751129448413849, + 0.04032202437520027, + 0.017419947311282158, + 0.051439397037029266 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.026346776634454727 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999369710683823 + ], + "opposite_logprob_tokens": [ + -2.694993734359741 + ], + "logprob_reward": -0.06999369710683823, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999369710683823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10553200542926788, + 0.08146404474973679, + 0.016177473589777946, + 0.07591265439987183, + 0.2648187577724457, + 0.11901763081550598, + 0.08330882340669632, + 0.046250250190496445, + 0.07315859943628311, + 0.1343597173690796 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.06999369710683823 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "thrilling low-angle tracking shot closely follows a sleek, aerodynamic drone with a matte black carbon fiber shell as it rapidly moves forward. The drone navigates an incredibly narrow, steep-sided red sandstone canyon with astonishing speed and agility. The glaring midday sun streams vertically through the canyon's ceiling, casting deep, intense shadows across the jagged rock faces, creating a stark contrast to the illuminated rock surface. The drone's quadrotor propellers spin at high speed, creating a nearly imperceptible motion blur and emitting a deep, powerful hum. A sharp blue LED indicator lights up on the front of the drone, standing out against the warm background. During a particularly breathtaking maneuver, the drone suddenly banks to the right, its left wing skimming almost flat against the rough, wind-worn rock face, kicking up a cloud of fine sand and dust, each visible particle gleaming in the sunlight. The entire sequence is imbued with a calculated, dangerous beauty, creating an atmosphere of adrenaline, intense focus, and intense excitement.", + "seed": 13991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_5/index_53_seed_13991_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04314688257873058, + "vlm_logprob": -0.04314688257873058, + "vlm_yes_no_margin": 3.974999952316284, + "vlm_token_credit": -0.04314688257873058, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030605070292949677 + ], + "opposite_logprob_tokens": [ + -4.030604839324951 + ], + "logprob_reward": -0.030605070292949677, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.030605070292949677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07916013896465302, + 0.04789856821298599, + 0.02243645302951336, + 0.23722976446151733, + 0.09803556650876999, + 0.06715381890535355, + 0.02614138275384903, + 0.022556336596608162, + 0.052535463124513626, + 0.34685245156288147 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.030605070292949677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890544056892395 + ], + "opposite_logprob_tokens": [ + -2.4640543460845947 + ], + "logprob_reward": -0.0890544056892395, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890544056892395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011502856388688087, + 0.011748516000807285, + 0.016273867338895798, + 0.689365565776825, + 0.021674195304512978, + 0.021891707554459572, + 0.019547199830412865, + 0.015398952178657055, + 0.00450555793941021, + 0.18809154629707336 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.0890544056892395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010409895330667496 + ], + "opposite_logprob_tokens": [ + -6.876040935516357 + ], + "logprob_reward": -0.0010409895330667496, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010409895330667496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036585401743650436, + 0.02994370646774769, + 0.018230633810162544, + 0.5647441744804382, + 0.022960921749472618, + 0.03202986717224121, + 0.021991373971104622, + 0.04001079127192497, + 0.02134663611650467, + 0.2121565043926239 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.0010409895330667496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070831567049026 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070831567049026, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070831567049026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.00539443688467145, + 0.008992712944746017, + 0.013915926218032837, + 0.856325626373291, + 0.011160816065967083, + 0.022650476545095444, + 0.003394028637558222, + 0.00300605152733624, + 0.003139083506539464, + 0.07202088087797165 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.016070831567049026 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896311581134796 + ], + "opposite_logprob_tokens": [ + -2.578963041305542 + ], + "logprob_reward": -0.07896311581134796, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896311581134796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029818354174494743, + 0.007400032132863998, + 0.00430086487904191, + 0.8927352428436279, + 0.011260914616286755, + 0.013442439027130604, + 0.003377665299922228, + 0.0027840815018862486, + 0.003469026181846857, + 0.03141135722398758 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.07896311581134796 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "thrilling low-angle tracking shot closely follows a sleek, aerodynamic drone with a matte black carbon fiber shell as it rapidly moves forward. The drone navigates an incredibly narrow, steep-sided red sandstone canyon with astonishing speed and agility. The glaring midday sun streams vertically through the canyon's ceiling, casting deep, intense shadows across the jagged rock faces, creating a stark contrast to the illuminated rock surface. The drone's quadrotor propellers spin at high speed, creating a nearly imperceptible motion blur and emitting a deep, powerful hum. A sharp blue LED indicator lights up on the front of the drone, standing out against the warm background. During a particularly breathtaking maneuver, the drone suddenly banks to the right, its left wing skimming almost flat against the rough, wind-worn rock face, kicking up a cloud of fine sand and dust, each visible particle gleaming in the sunlight. The entire sequence is imbued with a calculated, dangerous beauty, creating an atmosphere of adrenaline, intense focus, and intense excitement.", + "seed": 13992, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_5/index_53_seed_13992_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02392121930606663, + "vlm_logprob": -0.02392121930606663, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.02392121930606663, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03025619499385357 + ], + "opposite_logprob_tokens": [ + -3.9052562713623047 + ], + "logprob_reward": -0.03025619499385357, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.03025619499385357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18621020019054413, + 0.05942860245704651, + 0.03049352578818798, + 0.18259170651435852, + 0.07227075099945068, + 0.01834086701273918, + 0.012961282394826412, + 0.018795710057020187, + 0.38208264112472534, + 0.036824703216552734 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.03025619499385357 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866931214928627 + ], + "opposite_logprob_tokens": [ + -3.0486693382263184 + ], + "logprob_reward": -0.04866931214928627, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866931214928627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034241288900375366, + 0.02968074381351471, + 0.03851920738816261, + 0.10454048961400986, + 0.019447654485702515, + 0.01429569348692894, + 0.10572877526283264, + 0.024081068113446236, + 0.6106787919998169, + 0.018786244094371796 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.04866931214928627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335324952378869 + ], + "opposite_logprob_tokens": [ + -6.626335144042969 + ], + "logprob_reward": -0.001335324952378869, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335324952378869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12367724627256393, + 0.07892188429832458, + 0.08744987100362778, + 0.11167923361063004, + 0.04376743361353874, + 0.05299146845936775, + 0.04219700023531914, + 0.12765829265117645, + 0.3068363070487976, + 0.024821242317557335 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.001335324952378869 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160689540207386 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160689540207386, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160689540207386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060399629175662994, + 0.0744386836886406, + 0.07502417266368866, + 0.3657718598842621, + 0.07400664687156677, + 0.03833288699388504, + 0.10434777289628983, + 0.07613499462604523, + 0.04812236130237579, + 0.08342096954584122 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.0160689540207386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the drone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone sleek, aerodynamic, and covered in a matte black carbon fiber shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment a narrow, steep-sided red sandstone canyon with jagged rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the drone bank to the right with its left wing skimming the rock face and kicking up a cloud of sand and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a sharp blue LED indicator visible on the front of the drone?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327631041407585 + ], + "opposite_logprob_tokens": [ + -3.7732763290405273 + ], + "logprob_reward": -0.02327631041407585, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327631041407585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03635818138718605, + 0.033058274537324905, + 0.08345291018486023, + 0.09921512007713318, + 0.03128642961382866, + 0.024381298571825027, + 0.0475640669465065, + 0.039483442902565, + 0.41017448902130127, + 0.19502584636211395 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.02327631041407585 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_6/index_tensor([7957, 7957])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_6/index_tensor([7957, 7957])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2c0b2f935479df6427c6bdcbba8485ccb1cb7603 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_6/index_tensor([7957, 7957])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up begins a slow, graceful orbiting panorama, capturing a magically romantic moment. The camera focuses on the hands of a man and a woman as they slowly and hesitantly reach for each other on a wooden plank winding through an enchanted forest at night. The entire scene is completely illuminated by the gentle, pulsating light of thousands of flickering fireflies, which float lazily in the air like living stars. These tiny floating lanterns cast a warm golden glow, creating a dynamic effect of soft highlights and shifting shadows on skin and grainy wood. The woman's hand is slender and delicate, while the man's is slightly larger and more defined. As the camera continues to gently rotate, creating the feeling that the world is gently spinning around their intimate connection, their fingertips finally make the slightest, most delicate first contact. This single point of connection, held for one beat, achieves a playful and tender anticipation, while the blurred background of the dense forest silhouette and countless distant fireflies creates a profound sense of depth and a deeply romantic, magical atmosphere.", + "seed": 26757, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_6/index_7957_seed_26757_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10021654609590769, + "vlm_logprob": -0.10021654609590769, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.10021654609590769, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06944913417100906 + ], + "opposite_logprob_tokens": [ + -2.8194491863250732 + ], + "logprob_reward": -0.06944913417100906, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06944913417100906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15748701989650726, + 0.047478850930929184, + 0.0933762788772583, + 0.13064834475517273, + 0.08218875527381897, + 0.06421617418527603, + 0.02027466706931591, + 0.18737424910068512, + 0.044904086738824844, + 0.17205151915550232 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.06944913417100906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799039989709854 + ], + "opposite_logprob_tokens": [ + -1.8049039840698242 + ], + "logprob_reward": -0.1799039989709854, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799039989709854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1895674765110016, + 0.015082180500030518, + 0.0939808040857315, + 0.030162394046783447, + 0.0491647943854332, + 0.022989068180322647, + 0.044543877243995667, + 0.28265419602394104, + 0.04714836925268173, + 0.22470685839653015 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.1799039989709854 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644540794193745 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644540794193745, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644540794193745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04744793102145195, + 0.012145916931331158, + 0.027886122465133667, + 0.012584795244038105, + 0.024210050702095032, + 0.016290469095110893, + 0.04001488909125328, + 0.6667758226394653, + 0.021000076085329056, + 0.13164395093917847 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.008644540794193745 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278918504714966 + ], + "opposite_logprob_tokens": [ + -2.017789125442505 + ], + "logprob_reward": -0.14278918504714966, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278918504714966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0689288079738617, + 0.09199532121419907, + 0.12495386600494385, + 0.06804677844047546, + 0.18278944492340088, + 0.2610403001308441, + 0.06132492050528526, + 0.0610671192407608, + 0.04987083747982979, + 0.029982605949044228 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.14278918504714966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029587149620056 + ], + "opposite_logprob_tokens": [ + -2.3502957820892334 + ], + "logprob_reward": -0.10029587149620056, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029587149620056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12006842344999313, + 0.07610951364040375, + 0.08462332934141159, + 0.17463719844818115, + 0.11873948574066162, + 0.16539578139781952, + 0.030644377693533897, + 0.12505921721458435, + 0.027422815561294556, + 0.07729990035295486 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.10029587149620056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up begins a slow, graceful orbiting panorama, capturing a magically romantic moment. The camera focuses on the hands of a man and a woman as they slowly and hesitantly reach for each other on a wooden plank winding through an enchanted forest at night. The entire scene is completely illuminated by the gentle, pulsating light of thousands of flickering fireflies, which float lazily in the air like living stars. These tiny floating lanterns cast a warm golden glow, creating a dynamic effect of soft highlights and shifting shadows on skin and grainy wood. The woman's hand is slender and delicate, while the man's is slightly larger and more defined. As the camera continues to gently rotate, creating the feeling that the world is gently spinning around their intimate connection, their fingertips finally make the slightest, most delicate first contact. This single point of connection, held for one beat, achieves a playful and tender anticipation, while the blurred background of the dense forest silhouette and countless distant fireflies creates a profound sense of depth and a deeply romantic, magical atmosphere.", + "seed": 26758, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_6/index_7957_seed_26758_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09558150260709226, + "vlm_logprob": -0.09558150260709226, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.09558150260709226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0834820419549942 + ], + "opposite_logprob_tokens": [ + -2.583482027053833 + ], + "logprob_reward": -0.0834820419549942, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0834820419549942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06731060147285461, + 0.052091941237449646, + 0.08331030607223511, + 0.493740439414978, + 0.03944610431790352, + 0.08254912495613098, + 0.025743506848812103, + 0.07333724945783615, + 0.023595035076141357, + 0.05887572467327118 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.0834820419549942 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496670678257942 + ], + "opposite_logprob_tokens": [ + -2.929966688156128 + ], + "logprob_reward": -0.05496670678257942, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496670678257942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1470324993133545, + 0.18331855535507202, + 0.04587399959564209, + 0.08618603646755219, + 0.04523899778723717, + 0.06947523355484009, + 0.23093882203102112, + 0.11620260030031204, + 0.018613576889038086, + 0.05711967870593071 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.05496670678257942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003194113029167056 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.003194113029167056, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003194113029167056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3213992714881897, + 0.10628655552864075, + 0.06497964262962341, + 0.09084165841341019, + 0.07912538945674896, + 0.0514930821955204, + 0.06238378956913948, + 0.12259721010923386, + 0.05624570697546005, + 0.04464763402938843 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.003194113029167056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28131937980651855 + ], + "opposite_logprob_tokens": [ + -1.4063193798065186 + ], + "logprob_reward": -0.28131937980651855, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28131937980651855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09163285791873932, + 0.12294158339500427, + 0.04251939803361893, + 0.23689165711402893, + 0.2839192748069763, + 0.02872919850051403, + 0.021384816616773605, + 0.06578486412763596, + 0.019309641793370247, + 0.08688676357269287 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.28131937980651855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494527146220207 + ], + "opposite_logprob_tokens": [ + -2.929945230484009 + ], + "logprob_reward": -0.05494527146220207, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494527146220207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12357484549283981, + 0.07885661721229553, + 0.12112166732549667, + 0.1693158745765686, + 0.0771329253911972, + 0.0811958983540535, + 0.06376534700393677, + 0.1021634042263031, + 0.04803995415568352, + 0.1348334550857544 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.05494527146220207 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up begins a slow, graceful orbiting panorama, capturing a magically romantic moment. The camera focuses on the hands of a man and a woman as they slowly and hesitantly reach for each other on a wooden plank winding through an enchanted forest at night. The entire scene is completely illuminated by the gentle, pulsating light of thousands of flickering fireflies, which float lazily in the air like living stars. These tiny floating lanterns cast a warm golden glow, creating a dynamic effect of soft highlights and shifting shadows on skin and grainy wood. The woman's hand is slender and delicate, while the man's is slightly larger and more defined. As the camera continues to gently rotate, creating the feeling that the world is gently spinning around their intimate connection, their fingertips finally make the slightest, most delicate first contact. This single point of connection, held for one beat, achieves a playful and tender anticipation, while the blurred background of the dense forest silhouette and countless distant fireflies creates a profound sense of depth and a deeply romantic, magical atmosphere.", + "seed": 26759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_6/index_7957_seed_26759_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0964124224614352, + "vlm_logprob": -0.0964124224614352, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.0964124224614352, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1683787852525711 + ], + "opposite_logprob_tokens": [ + -1.9183788299560547 + ], + "logprob_reward": -0.1683787852525711, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1683787852525711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0653829574584961, + 0.061608847230672836, + 0.06924109905958176, + 0.13908913731575012, + 0.133480504155159, + 0.06598610430955887, + 0.21721668541431427, + 0.053896695375442505, + 0.11669102311134338, + 0.07740698009729385 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.1683787852525711 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604040563106537 + ], + "opposite_logprob_tokens": [ + -1.910404086112976 + ], + "logprob_reward": -0.1604040563106537, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604040563106537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055473119020462036, + 0.06874758750200272, + 0.14263521134853363, + 0.2517147958278656, + 0.06355833262205124, + 0.08979395031929016, + 0.043816279619932175, + 0.06632918119430542, + 0.0527215413749218, + 0.16520996391773224 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.1604040563106537 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002201635157689452 + ], + "opposite_logprob_tokens": [ + -6.127201557159424 + ], + "logprob_reward": -0.002201635157689452, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002201635157689452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08607731759548187, + 0.03990836814045906, + 0.10492971539497375, + 0.15628869831562042, + 0.11009643226861954, + 0.13141977787017822, + 0.04918871074914932, + 0.039229366928339005, + 0.16614851355552673, + 0.11671315878629684 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.002201635157689452 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903248608112335 + ], + "opposite_logprob_tokens": [ + -2.4640324115753174 + ], + "logprob_reward": -0.08903248608112335, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903248608112335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03191298991441727, + 0.015549338422715664, + 0.02235773205757141, + 0.10939867049455643, + 0.12193207442760468, + 0.17878827452659607, + 0.06445080041885376, + 0.05209179222583771, + 0.36836713552474976, + 0.035151176154613495 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.08903248608112335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620451495051384 + ], + "opposite_logprob_tokens": [ + -2.812045097351074 + ], + "logprob_reward": -0.0620451495051384, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620451495051384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030499061569571495, + 0.020769290626049042, + 0.018073387444019318, + 0.1403234601020813, + 0.037259213626384735, + 0.4716525971889496, + 0.027414893731474876, + 0.06532745063304901, + 0.1535576581954956, + 0.03512293100357056 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.0620451495051384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up begins a slow, graceful orbiting panorama, capturing a magically romantic moment. The camera focuses on the hands of a man and a woman as they slowly and hesitantly reach for each other on a wooden plank winding through an enchanted forest at night. The entire scene is completely illuminated by the gentle, pulsating light of thousands of flickering fireflies, which float lazily in the air like living stars. These tiny floating lanterns cast a warm golden glow, creating a dynamic effect of soft highlights and shifting shadows on skin and grainy wood. The woman's hand is slender and delicate, while the man's is slightly larger and more defined. As the camera continues to gently rotate, creating the feeling that the world is gently spinning around their intimate connection, their fingertips finally make the slightest, most delicate first contact. This single point of connection, held for one beat, achieves a playful and tender anticipation, while the blurred background of the dense forest silhouette and countless distant fireflies creates a profound sense of depth and a deeply romantic, magical atmosphere.", + "seed": 26760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_6/index_7957_seed_26760_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16855032350867988, + "vlm_logprob": -0.16855032350867988, + "vlm_yes_no_margin": 2.249999988079071, + "vlm_token_credit": -0.16855032350867988, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2557859420776367 + ], + "opposite_logprob_tokens": [ + -1.5057859420776367 + ], + "logprob_reward": -0.2557859420776367, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2557859420776367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5773236751556396, + 0.019881434738636017, + 0.06544791162014008, + 0.015131808817386627, + 0.05694625526666641, + 0.051801569759845734, + 0.018094787374138832, + 0.11213526129722595, + 0.025219645351171494, + 0.058017611503601074 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.2557859420776367 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562365233898163 + ], + "opposite_logprob_tokens": [ + -1.600623607635498 + ], + "logprob_reward": -0.22562365233898163, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562365233898163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7443512082099915, + 0.018996892496943474, + 0.031780216842889786, + 0.009088512510061264, + 0.06759274005889893, + 0.01671445183455944, + 0.007455290760844946, + 0.041253700852394104, + 0.009813131764531136, + 0.05295385792851448 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.22562365233898163 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210931025445461 + ], + "opposite_logprob_tokens": [ + -4.2642107009887695 + ], + "logprob_reward": -0.014210931025445461, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210931025445461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.617847204208374, + 0.027582023292779922, + 0.03967124968767166, + 0.06262821704149246, + 0.035673271864652634, + 0.03509801626205444, + 0.04202311858534813, + 0.01730247214436531, + 0.020217962563037872, + 0.10195650160312653 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.014210931025445461 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31342607736587524 + ], + "opposite_logprob_tokens": [ + -1.3134260177612305 + ], + "logprob_reward": -0.31342607736587524, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31342607736587524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4941849112510681, + 0.029896263033151627, + 0.060270898044109344, + 0.06094326078891754, + 0.04525749757885933, + 0.03364074230194092, + 0.08216097205877304, + 0.04637393727898598, + 0.06891349703073502, + 0.07835809141397476 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.31342607736587524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the hands of a man and a woman visible reaching for each other on a wooden plank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night in an enchanted forest with a dense forest silhouette in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by thousands of flickering fireflies casting a warm golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, graceful orbiting panorama that rotates around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the man's and woman's fingertips make contact and hold that connection for a brief moment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370501473546028 + ], + "opposite_logprob_tokens": [ + -3.408704996109009 + ], + "logprob_reward": -0.03370501473546028, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370501473546028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06870517134666443, + 0.13037501275539398, + 0.04851624742150307, + 0.053009048104286194, + 0.08119635283946991, + 0.06519295275211334, + 0.06314856559038162, + 0.20267440378665924, + 0.1595904678106308, + 0.1275918334722519 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.03370501473546028 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_7/index_tensor([9335, 9335])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_7/index_tensor([9335, 9335])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..274c6b2bdab69952d502033a6efa75ff1871240e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_7/index_tensor([9335, 9335])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium close-up shot, taken from a level angle, focuses on a handsome young scholar seated in an antique-style study. Soft afternoon sunlight slants through the carved wooden window lattice beside him, casting distinct beams of light in the air, within which countless dust particles dance slowly. The scholar's long, jet-black hair is tied back with an elegant wooden hairpin. He wears a moon-white, wide-sleeved, cotton-linen Hanfu (Chinese traditional clothing), with pale blue embroidery adorning the lapels and cuffs. On the rustic desk before him lies an ancient, thread-bound book with yellowed pages, its vertical lines of traditional Chinese ink characters clearly visible. His expression is focused and calm, his slender right index finger carefully, steadily, and deliberately tracing the words across the page, slowly moving from right to left. As his finger moves, his lips part slightly, moving softly, as if silently and reverently reciting ancient verses. The warm light softly illuminates his profile and the precious ancient book, casting mottled light and shadows from the window panes on his clothes and desk. The whole scene is filled with a tranquil, focused and elegant bookish atmosphere, and time seems to have frozen at this moment.", + "seed": 32631, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_7/index_9335_seed_32631_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03626279276795685, + "vlm_logprob": -0.03626279276795685, + "vlm_yes_no_margin": 3.974999952316284, + "vlm_token_credit": -0.03626279276795685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11462382227182388 + ], + "opposite_logprob_tokens": [ + -2.239623785018921 + ], + "logprob_reward": -0.11462382227182388, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11462382227182388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4934022128582001, + 0.10522346198558807, + 0.07590974122285843, + 0.0612717866897583, + 0.052494846284389496, + 0.05220385640859604, + 0.08074279129505157, + 0.028557781130075455, + 0.024263005703687668, + 0.025930574163794518 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.11462382227182388 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298323154449463 + ], + "opposite_logprob_tokens": [ + -3.7732982635498047 + ], + "logprob_reward": -0.023298323154449463, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298323154449463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31233957409858704, + 0.24777644872665405, + 0.1161399707198143, + 0.06795218586921692, + 0.026189014315605164, + 0.039664655923843384, + 0.05487636476755142, + 0.05458098277449608, + 0.03310471773147583, + 0.04737614840269089 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023298323154449463 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185783177614212 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.018185783177614212, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018185783177614212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4423311650753021, + 0.2614935338497162, + 0.039548251777887344, + 0.06055857613682747, + 0.02525581233203411, + 0.027624014765024185, + 0.029087673872709274, + 0.07267473638057709, + 0.02011701837182045, + 0.021309269592165947 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.018185783177614212 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019370617810636759 + ], + "opposite_logprob_tokens": [ + -6.251936912536621 + ], + "logprob_reward": -0.0019370617810636759, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019370617810636759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41088733077049255, + 0.07881839573383331, + 0.06806737929582596, + 0.04839947074651718, + 0.05602780729532242, + 0.09807240217924118, + 0.054910678416490555, + 0.0590297095477581, + 0.07654142379760742, + 0.049245428293943405 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0019370617810636759 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02326897345483303 + ], + "opposite_logprob_tokens": [ + -3.773268938064575 + ], + "logprob_reward": -0.02326897345483303, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02326897345483303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34924939274787903, + 0.17128799855709076, + 0.1477210819721222, + 0.07512225210666656, + 0.04157843440771103, + 0.061494823545217514, + 0.06224849820137024, + 0.03895037993788719, + 0.024621810764074326, + 0.027725359424948692 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02326897345483303 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, taken from a level angle, focuses on a handsome young scholar seated in an antique-style study. Soft afternoon sunlight slants through the carved wooden window lattice beside him, casting distinct beams of light in the air, within which countless dust particles dance slowly. The scholar's long, jet-black hair is tied back with an elegant wooden hairpin. He wears a moon-white, wide-sleeved, cotton-linen Hanfu (Chinese traditional clothing), with pale blue embroidery adorning the lapels and cuffs. On the rustic desk before him lies an ancient, thread-bound book with yellowed pages, its vertical lines of traditional Chinese ink characters clearly visible. His expression is focused and calm, his slender right index finger carefully, steadily, and deliberately tracing the words across the page, slowly moving from right to left. As his finger moves, his lips part slightly, moving softly, as if silently and reverently reciting ancient verses. The warm light softly illuminates his profile and the precious ancient book, casting mottled light and shadows from the window panes on his clothes and desk. The whole scene is filled with a tranquil, focused and elegant bookish atmosphere, and time seems to have frozen at this moment.", + "seed": 32632, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_7/index_9335_seed_32632_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018647661595605314, + "vlm_logprob": -0.018647661595605314, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.018647661595605314, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03131250664591789 + ], + "opposite_logprob_tokens": [ + -3.5313124656677246 + ], + "logprob_reward": -0.03131250664591789, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03131250664591789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6237176656723022, + 0.07577274739742279, + 0.05713803693652153, + 0.022254861891269684, + 0.11617733538150787, + 0.03150571510195732, + 0.008869471959769726, + 0.022965790703892708, + 0.02419714815914631, + 0.01740124449133873 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03131250664591789 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819397695362568 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819397695362568, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819397695362568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5956360101699829, + 0.07054327428340912, + 0.06955362111330032, + 0.02220962382853031, + 0.040665339678525925, + 0.01587030664086342, + 0.04452300816774368, + 0.09462928026914597, + 0.02781710773706436, + 0.018552439287304878 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01819397695362568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634352445602417 + ], + "opposite_logprob_tokens": [ + -3.651343584060669 + ], + "logprob_reward": -0.02634352445602417, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634352445602417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36706340312957764, + 0.15578125417232513, + 0.1630881130695343, + 0.05545450747013092, + 0.05138906463980675, + 0.07349276542663574, + 0.03969157859683037, + 0.02806895412504673, + 0.029451491311192513, + 0.03651885315775871 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02634352445602417 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013335392577573657 + ], + "opposite_logprob_tokens": [ + -6.626333713531494 + ], + "logprob_reward": -0.0013335392577573657, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013335392577573657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2105022519826889, + 0.1918657273054123, + 0.21050713956356049, + 0.04590591788291931, + 0.06898955255746841, + 0.026423193514347076, + 0.04128055274486542, + 0.0883505567908287, + 0.05748691037297249, + 0.058688171207904816 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0013335392577573657 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016054760664701462 + ], + "opposite_logprob_tokens": [ + -4.141054630279541 + ], + "logprob_reward": -0.016054760664701462, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016054760664701462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5269219279289246, + 0.09470779448747635, + 0.18008358776569366, + 0.02789223939180374, + 0.059429604560136795, + 0.01621065102517605, + 0.011103865690529346, + 0.019449541345238686, + 0.02047085203230381, + 0.04372995346784592 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.016054760664701462 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, taken from a level angle, focuses on a handsome young scholar seated in an antique-style study. Soft afternoon sunlight slants through the carved wooden window lattice beside him, casting distinct beams of light in the air, within which countless dust particles dance slowly. The scholar's long, jet-black hair is tied back with an elegant wooden hairpin. He wears a moon-white, wide-sleeved, cotton-linen Hanfu (Chinese traditional clothing), with pale blue embroidery adorning the lapels and cuffs. On the rustic desk before him lies an ancient, thread-bound book with yellowed pages, its vertical lines of traditional Chinese ink characters clearly visible. His expression is focused and calm, his slender right index finger carefully, steadily, and deliberately tracing the words across the page, slowly moving from right to left. As his finger moves, his lips part slightly, moving softly, as if silently and reverently reciting ancient verses. The warm light softly illuminates his profile and the precious ancient book, casting mottled light and shadows from the window panes on his clothes and desk. The whole scene is filled with a tranquil, focused and elegant bookish atmosphere, and time seems to have frozen at this moment.", + "seed": 32633, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_7/index_9335_seed_32633_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07027514912188053, + "vlm_logprob": -0.07027514912188053, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.07027514912188053, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28297773003578186 + ], + "opposite_logprob_tokens": [ + -1.4079777002334595 + ], + "logprob_reward": -0.28297773003578186, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28297773003578186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44624778628349304, + 0.13849066197872162, + 0.05496327951550484, + 0.03410738706588745, + 0.06415178626775742, + 0.05294938012957573, + 0.06754636764526367, + 0.04264244809746742, + 0.02632071264088154, + 0.07258019596338272 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.28297773003578186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308589547872543 + ], + "opposite_logprob_tokens": [ + -3.168085813522339 + ], + "logprob_reward": -0.04308589547872543, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308589547872543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3664088249206543, + 0.19750377535820007, + 0.07876021414995193, + 0.03772198036313057, + 0.05324660614132881, + 0.05349785089492798, + 0.05323246866464615, + 0.03369145095348358, + 0.051480766385793686, + 0.07445605844259262 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04308589547872543 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419694535434246 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.01419694535434246, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419694535434246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34451791644096375, + 0.19418850541114807, + 0.08737576752901077, + 0.07665852457284927, + 0.03709736838936806, + 0.03774971514940262, + 0.04362092167139053, + 0.05466664955019951, + 0.07240263372659683, + 0.0517219640314579 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01419694535434246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024861162528395653 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.0024861162528395653, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024861162528395653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2937051057815552, + 0.12102212756872177, + 0.08134500682353973, + 0.04230791702866554, + 0.05264492705464363, + 0.180343359708786, + 0.08607243746519089, + 0.03846137598156929, + 0.05654884874820709, + 0.047548916190862656 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0024861162528395653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008629058487713337 + ], + "opposite_logprob_tokens": [ + -4.758628845214844 + ], + "logprob_reward": -0.008629058487713337, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008629058487713337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21633189916610718, + 0.11411822587251663, + 0.05026505887508392, + 0.049519263207912445, + 0.05928502231836319, + 0.08234409242868423, + 0.062375787645578384, + 0.0986037477850914, + 0.17698466777801514, + 0.09017226845026016 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.008629058487713337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, taken from a level angle, focuses on a handsome young scholar seated in an antique-style study. Soft afternoon sunlight slants through the carved wooden window lattice beside him, casting distinct beams of light in the air, within which countless dust particles dance slowly. The scholar's long, jet-black hair is tied back with an elegant wooden hairpin. He wears a moon-white, wide-sleeved, cotton-linen Hanfu (Chinese traditional clothing), with pale blue embroidery adorning the lapels and cuffs. On the rustic desk before him lies an ancient, thread-bound book with yellowed pages, its vertical lines of traditional Chinese ink characters clearly visible. His expression is focused and calm, his slender right index finger carefully, steadily, and deliberately tracing the words across the page, slowly moving from right to left. As his finger moves, his lips part slightly, moving softly, as if silently and reverently reciting ancient verses. The warm light softly illuminates his profile and the precious ancient book, casting mottled light and shadows from the window panes on his clothes and desk. The whole scene is filled with a tranquil, focused and elegant bookish atmosphere, and time seems to have frozen at this moment.", + "seed": 32634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_7/index_9335_seed_32634_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05534985419362783, + "vlm_logprob": -0.05534985419362783, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.05534985419362783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16209279000759125 + ], + "opposite_logprob_tokens": [ + -1.9120928049087524 + ], + "logprob_reward": -0.16209279000759125, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16209279000759125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13448812067508698, + 0.47821709513664246, + 0.05575909465551376, + 0.02827746979892254, + 0.03989862650632858, + 0.02639777585864067, + 0.0469730868935585, + 0.07014472782611847, + 0.060966622084379196, + 0.058877382427453995 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.16209279000759125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868203029036522 + ], + "opposite_logprob_tokens": [ + -3.0486819744110107 + ], + "logprob_reward": -0.04868203029036522, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868203029036522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056964483112096786, + 0.4247860908508301, + 0.03570529818534851, + 0.017454881221055984, + 0.024807656183838844, + 0.018171856179833412, + 0.02120462991297245, + 0.10754575580358505, + 0.21450850367546082, + 0.07885084301233292 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.04868203029036522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348518207669258 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.026348518207669258, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348518207669258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18668419122695923, + 0.4245889186859131, + 0.043224725872278214, + 0.06559684872627258, + 0.020950008183717728, + 0.03395254537463188, + 0.029269978404045105, + 0.09402471780776978, + 0.06650462001562119, + 0.0352034792304039 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.026348518207669258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948578007519245 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948578007519245, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948578007519245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1604844331741333, + 0.2648566961288452, + 0.1282110959291458, + 0.04485100880265236, + 0.041986048221588135, + 0.030230198055505753, + 0.04822893440723419, + 0.15137703716754913, + 0.09734189510345459, + 0.03243272751569748 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.005948578007519245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a handsome young scholar wearing a moon-white Hanfu with pale blue embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar's long jet-black hair tied back with an elegant wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scholar's slender right index finger tracing the words on an ancient thread-bound book with yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in an antique-style study with soft afternoon sunlight slanting through a carved wooden window lattice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336773544549942 + ], + "opposite_logprob_tokens": [ + -3.408677339553833 + ], + "logprob_reward": -0.0336773544549942, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336773544549942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20899555087089539, + 0.13171958923339844, + 0.06221018359065056, + 0.04428832605481148, + 0.03449638932943344, + 0.04190300032496452, + 0.08865673094987869, + 0.24751237034797668, + 0.11194530129432678, + 0.02827257290482521 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0336773544549942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_8/index_tensor([1919, 1919])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_8/index_tensor([1919, 1919])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..80494beadb113b4973acf533a61ebe272eecc4f3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_8/index_tensor([1919, 1919])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static high-angle shot, as if from an elevated vantage point, gazes down upon an open, weathered hardcover book, spread upon a carpet of lush green moss. The book's dark brown leather cover has cracked and softened with age, its corners gently curled. The exposed pages are a creamy, yellowed parchment, thick and fibrous, covered in dense, elegant calligraphy in faded black ink. The book lies on a bed of fuzzy, damp-looking moss on the forest floor, surrounded by a few scattered, crisp autumn leaves and the dark, gnarled roots of a nearby tree. Dappled sunlight filters through the unseen treetops, casting shifting, warm patterns of light and shadow across the scene. A gentle breeze breathes life into the frame, causing the book's page in the upper right corner to subtly lift and flutter; it rises hesitantly, revealing the pages beneath for a brief moment, before settling back down with a soft, almost imperceptible rustling, creating an atmosphere of tranquility, contemplation, and a touch of magic, of quiet discovery.", + "seed": 23594, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_8/index_1919_seed_23594_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04427352342754602, + "vlm_logprob": -0.04427352342754602, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.04427352342754602, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021967068314552307 + ], + "opposite_logprob_tokens": [ + -4.146966934204102 + ], + "logprob_reward": -0.021967068314552307, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.021967068314552307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0015350303146988153, + 0.0004459006304387003, + 0.001065557124093175, + 0.0013614975614473224, + 0.0008731904090382159, + 0.0026735197752714157, + 0.9636010527610779, + 0.0003873308014590293, + 0.003212092211470008, + 0.02484474703669548 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.021967068314552307 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046560680493712425 + ], + "opposite_logprob_tokens": [ + -5.379655838012695 + ], + "logprob_reward": -0.0046560680493712425, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046560680493712425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03899407014250755, + 0.017887700349092484, + 0.013999728485941887, + 0.012459353543817997, + 0.011694606393575668, + 0.04452923312783241, + 0.01965297944843769, + 0.007042595651000738, + 0.02460983395576477, + 0.8091298937797546 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.0046560680493712425 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078042909502983 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.011078042909502983, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078042909502983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01347422320395708, + 0.006879153195768595, + 0.0058725448325276375, + 0.007780322805047035, + 0.0049971346743404865, + 0.0063467989675700665, + 0.5076876282691956, + 0.0019124663667753339, + 0.019756946712732315, + 0.4252927303314209 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.011078042909502983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329447865486145 + ], + "opposite_logprob_tokens": [ + -3.773294448852539 + ], + "logprob_reward": -0.02329447865486145, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329447865486145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03529402241110802, + 0.025279542431235313, + 0.0382283553481102, + 0.017073454335331917, + 0.021001236513257027, + 0.01389218494296074, + 0.796481728553772, + 0.011686847545206547, + 0.010606274008750916, + 0.03045642375946045 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.02329447865486145 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037195920944214 + ], + "opposite_logprob_tokens": [ + -1.910372018814087 + ], + "logprob_reward": -0.16037195920944214, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037195920944214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.002674221061170101, + 0.0016547557897865772, + 0.006268787197768688, + 0.00394540885463357, + 0.0037598893977701664, + 0.0046554263681173325, + 0.9140805006027222, + 0.002182789845392108, + 0.0048760478384792805, + 0.0559021458029747 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.16037195920944214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static high-angle shot, as if from an elevated vantage point, gazes down upon an open, weathered hardcover book, spread upon a carpet of lush green moss. The book's dark brown leather cover has cracked and softened with age, its corners gently curled. The exposed pages are a creamy, yellowed parchment, thick and fibrous, covered in dense, elegant calligraphy in faded black ink. The book lies on a bed of fuzzy, damp-looking moss on the forest floor, surrounded by a few scattered, crisp autumn leaves and the dark, gnarled roots of a nearby tree. Dappled sunlight filters through the unseen treetops, casting shifting, warm patterns of light and shadow across the scene. A gentle breeze breathes life into the frame, causing the book's page in the upper right corner to subtly lift and flutter; it rises hesitantly, revealing the pages beneath for a brief moment, before settling back down with a soft, almost imperceptible rustling, creating an atmosphere of tranquility, contemplation, and a touch of magic, of quiet discovery.", + "seed": 23595, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_8/index_1919_seed_23595_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027915452793240546, + "vlm_logprob": -0.027915452793240546, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.027915452793240546, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01714785024523735 + ], + "opposite_logprob_tokens": [ + -5.392148017883301 + ], + "logprob_reward": -0.01714785024523735, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.01714785024523735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15439176559448242, + 0.04539928957819939, + 0.0681198388338089, + 0.1389862447977066, + 0.05938275530934334, + 0.059180740267038345, + 0.06260297447443008, + 0.22797875106334686, + 0.09517581015825272, + 0.08878181874752045 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.01714785024523735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610250398516655 + ], + "opposite_logprob_tokens": [ + -4.141102313995361 + ], + "logprob_reward": -0.01610250398516655, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610250398516655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05314551666378975, + 0.046746592968702316, + 0.14452271163463593, + 0.1651553064584732, + 0.020245440304279327, + 0.18263255059719086, + 0.023695392534136772, + 0.1475404053926468, + 0.07233595103025436, + 0.14398013055324554 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.01610250398516655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645604364573956 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645604364573956, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645604364573956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07970687747001648, + 0.03188786655664444, + 0.21191993355751038, + 0.11093675345182419, + 0.021905142813920975, + 0.23579318821430206, + 0.03462374955415726, + 0.13286711275577545, + 0.05574161931872368, + 0.0846177339553833 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.008645604364573956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643477223813534 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.008643477223813534, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643477223813534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06424549967050552, + 0.02809351123869419, + 0.1692429482936859, + 0.05350099503993988, + 0.03480813652276993, + 0.06262587010860443, + 0.02610796131193638, + 0.02432291768491268, + 0.03260760009288788, + 0.5044445991516113 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.008643477223813534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903782814741135 + ], + "opposite_logprob_tokens": [ + -2.4640378952026367 + ], + "logprob_reward": -0.08903782814741135, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903782814741135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035935115069150925, + 0.015894142910838127, + 0.3682134747505188, + 0.4210853576660156, + 0.021946264430880547, + 0.018899288028478622, + 0.03490469232201576, + 0.04035179689526558, + 0.02342347986996174, + 0.01934637315571308 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.08903782814741135 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static high-angle shot, as if from an elevated vantage point, gazes down upon an open, weathered hardcover book, spread upon a carpet of lush green moss. The book's dark brown leather cover has cracked and softened with age, its corners gently curled. The exposed pages are a creamy, yellowed parchment, thick and fibrous, covered in dense, elegant calligraphy in faded black ink. The book lies on a bed of fuzzy, damp-looking moss on the forest floor, surrounded by a few scattered, crisp autumn leaves and the dark, gnarled roots of a nearby tree. Dappled sunlight filters through the unseen treetops, casting shifting, warm patterns of light and shadow across the scene. A gentle breeze breathes life into the frame, causing the book's page in the upper right corner to subtly lift and flutter; it rises hesitantly, revealing the pages beneath for a brief moment, before settling back down with a soft, almost imperceptible rustling, creating an atmosphere of tranquility, contemplation, and a touch of magic, of quiet discovery.", + "seed": 23596, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_8/index_1919_seed_23596_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04016831275075674, + "vlm_logprob": -0.04016831275075674, + "vlm_yes_no_margin": 3.950000023841858, + "vlm_token_credit": -0.04016831275075674, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017245106399059296 + ], + "opposite_logprob_tokens": [ + -4.767245292663574 + ], + "logprob_reward": -0.017245106399059296, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.017245106399059296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05306901037693024, + 0.12042896449565887, + 0.22083479166030884, + 0.025216246023774147, + 0.02677726186811924, + 0.015577338635921478, + 0.05444895103573799, + 0.43433359265327454, + 0.026357848197221756, + 0.022955995053052902 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.017245106399059296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062014304101467 + ], + "opposite_logprob_tokens": [ + -3.895620107650757 + ], + "logprob_reward": -0.02062014304101467, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062014304101467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2187427282333374, + 0.17222470045089722, + 0.23457372188568115, + 0.04606872797012329, + 0.057732563465833664, + 0.032492250204086304, + 0.0601358637213707, + 0.03834957256913185, + 0.06884195655584335, + 0.07083786278963089 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02062014304101467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548067606985569 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012548067606985569, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548067606985569, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2511138916015625, + 0.1428685486316681, + 0.21655729413032532, + 0.04555303975939751, + 0.05799613893032074, + 0.028147350996732712, + 0.12666055560112, + 0.0492856465280056, + 0.038415394723415375, + 0.043402139097452164 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.012548067606985569 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629659026861191 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629659026861191, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629659026861191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23363836109638214, + 0.11397716403007507, + 0.337604820728302, + 0.0279214046895504, + 0.04006500169634819, + 0.03194716200232506, + 0.02380213513970375, + 0.13055287301540375, + 0.04351603612303734, + 0.016975071281194687 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.007629659026861191 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279858767986298 + ], + "opposite_logprob_tokens": [ + -2.017798662185669 + ], + "logprob_reward": -0.14279858767986298, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279858767986298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09562835097312927, + 0.06868911534547806, + 0.06679210066795349, + 0.06983538717031479, + 0.04360878840088844, + 0.1358996033668518, + 0.17553572356700897, + 0.28670671582221985, + 0.029218358919024467, + 0.028085770085453987 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.14279858767986298 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static high-angle shot, as if from an elevated vantage point, gazes down upon an open, weathered hardcover book, spread upon a carpet of lush green moss. The book's dark brown leather cover has cracked and softened with age, its corners gently curled. The exposed pages are a creamy, yellowed parchment, thick and fibrous, covered in dense, elegant calligraphy in faded black ink. The book lies on a bed of fuzzy, damp-looking moss on the forest floor, surrounded by a few scattered, crisp autumn leaves and the dark, gnarled roots of a nearby tree. Dappled sunlight filters through the unseen treetops, casting shifting, warm patterns of light and shadow across the scene. A gentle breeze breathes life into the frame, causing the book's page in the upper right corner to subtly lift and flutter; it rises hesitantly, revealing the pages beneath for a brief moment, before settling back down with a soft, almost imperceptible rustling, creating an atmosphere of tranquility, contemplation, and a touch of magic, of quiet discovery.", + "seed": 23597, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_8/index_1919_seed_23597_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03600790565833449, + "vlm_logprob": -0.03600790565833449, + "vlm_yes_no_margin": 4.0249999284744264, + "vlm_token_credit": -0.03600790565833449, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025761760771274567 + ], + "opposite_logprob_tokens": [ + -4.025761604309082 + ], + "logprob_reward": -0.025761760771274567, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.025761760771274567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20968537032604218, + 0.38493087887763977, + 0.16779497265815735, + 0.06470107287168503, + 0.04712370038032532, + 0.025101693347096443, + 0.026001369580626488, + 0.03246334567666054, + 0.015628919005393982, + 0.02656879834830761 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.025761760771274567 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009810211136937141 + ], + "opposite_logprob_tokens": [ + -4.634810447692871 + ], + "logprob_reward": -0.009810211136937141, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009810211136937141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13651758432388306, + 0.6651256084442139, + 0.05495055392384529, + 0.050150398164987564, + 0.038258448243141174, + 0.012357182800769806, + 0.01790703274309635, + 0.008346873335540295, + 0.007015970069915056, + 0.009370424784719944 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.009810211136937141 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978624727576971 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.00978624727576971, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978624727576971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23650811612606049, + 0.500594973564148, + 0.06285970658063889, + 0.06495730578899384, + 0.055554091930389404, + 0.018531497567892075, + 0.01682341657578945, + 0.011185080744326115, + 0.014900445006787777, + 0.018085388466715813 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.00978624727576971 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631788495928049 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631788495928049, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631788495928049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1065487414598465, + 0.38547492027282715, + 0.07529062032699585, + 0.08804963529109955, + 0.09188155084848404, + 0.07172462344169617, + 0.055383019149303436, + 0.04325035959482193, + 0.037729501724243164, + 0.044667016714811325 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.007631788495928049 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a static high-angle perspective looking down?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an open, weathered hardcover book with dark brown cracked leather and curled corners visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the exposed pages creamy yellowed parchment with dense, elegant calligraphy in faded black ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the book resting on lush green moss surrounded by scattered autumn leaves and dark gnarled tree roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a page in the upper right corner lift and flutter gently due to a breeze before settling back down?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127049520611763 + ], + "opposite_logprob_tokens": [ + -2.127049446105957 + ], + "logprob_reward": -0.127049520611763, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.127049520611763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14082902669906616, + 0.5625671744346619, + 0.09938406944274902, + 0.03760889917612076, + 0.02791386842727661, + 0.021506687626242638, + 0.021553169935941696, + 0.02930411882698536, + 0.03731479123234749, + 0.02201818861067295 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.127049520611763 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_9/index_tensor([8699, 8699])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_9/index_tensor([8699, 8699])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0b842b3aa75667a4e889e02fa603beda7cd63a4e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_9/index_tensor([8699, 8699])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, long shot, filmed from ground level, captures, with a calm, unadorned perspective, a typical black-and-white police car, its red and blue lights flashing wildly, hurtling down the shoulder of an empty highway at uncontrolled speed towards a solid, weathered, gray concrete pier. At the moment of impact, the front of the car is instantly crushed with astonishing physical precision, the hood folding upward under the immense force, twisting into a heap of scrap metal, while fragments of the front bumper and headlights explode into countless tiny particles and fly in all directions. Then, a thick plume of white steam and black smoke erupts from the ripped-apart engine compartment. The immense momentum causes the rear of the car to briefly lift upward before slamming back to the ground, finally coming to a complete stop with a sharp, grinding sound, a heap of twisted, smoking metal. The entire process takes place under bright but slightly harsh afternoon sunlight. The sharp shadows and high-contrast lighting emphasize the violence and reality of the collision, creating an intense and heart-pounding documentary style.", + "seed": 13956, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_9/index_8699_seed_13956_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06234547179192305, + "vlm_logprob": -0.06234547179192305, + "vlm_yes_no_margin": 3.549999952316284, + "vlm_token_credit": -0.06234547179192305, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23056140542030334 + ], + "opposite_logprob_tokens": [ + -1.980561375617981 + ], + "logprob_reward": -0.23056140542030334, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.23056140542030334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07837982475757599, + 0.1728881299495697, + 0.1664448231458664, + 0.05664053559303284, + 0.0693589299917221, + 0.03554848954081535, + 0.2040051966905594, + 0.10814808309078217, + 0.0695575401186943, + 0.03902848809957504 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.23056140542030334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033741436898708344 + ], + "opposite_logprob_tokens": [ + -3.4087414741516113 + ], + "logprob_reward": -0.033741436898708344, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033741436898708344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03568517044186592, + 0.17397016286849976, + 0.26793667674064636, + 0.03151162713766098, + 0.02721375972032547, + 0.02836947701871395, + 0.30925923585891724, + 0.01807544380426407, + 0.0608527809381485, + 0.047125592827796936 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.033741436898708344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058417536318302 + ], + "opposite_logprob_tokens": [ + -3.8955841064453125 + ], + "logprob_reward": -0.02058417536318302, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058417536318302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09610021859407425, + 0.10318557918071747, + 0.03037935495376587, + 0.1273273378610611, + 0.02559112384915352, + 0.36586928367614746, + 0.11777561157941818, + 0.021887438371777534, + 0.08705975860357285, + 0.02482423186302185 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.02058417536318302 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651631884276867 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651631884276867, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651631884276867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08581679314374924, + 0.06867668032646179, + 0.1058335155248642, + 0.08146123588085175, + 0.05047183483839035, + 0.11593367904424667, + 0.16860544681549072, + 0.03140590339899063, + 0.13123296201229095, + 0.16056188941001892 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.008651631884276867 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188709393143654 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188709393143654, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018188709393143654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09226439148187637, + 0.19251438975334167, + 0.09166724979877472, + 0.040694452822208405, + 0.0962471291422844, + 0.07290185242891312, + 0.1024189367890358, + 0.17871905863285065, + 0.08026542514562607, + 0.05230705812573433 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.018188709393143654 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot, filmed from ground level, captures, with a calm, unadorned perspective, a typical black-and-white police car, its red and blue lights flashing wildly, hurtling down the shoulder of an empty highway at uncontrolled speed towards a solid, weathered, gray concrete pier. At the moment of impact, the front of the car is instantly crushed with astonishing physical precision, the hood folding upward under the immense force, twisting into a heap of scrap metal, while fragments of the front bumper and headlights explode into countless tiny particles and fly in all directions. Then, a thick plume of white steam and black smoke erupts from the ripped-apart engine compartment. The immense momentum causes the rear of the car to briefly lift upward before slamming back to the ground, finally coming to a complete stop with a sharp, grinding sound, a heap of twisted, smoking metal. The entire process takes place under bright but slightly harsh afternoon sunlight. The sharp shadows and high-contrast lighting emphasize the violence and reality of the collision, creating an intense and heart-pounding documentary style.", + "seed": 13957, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_9/index_8699_seed_13957_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10157426372170449, + "vlm_logprob": -0.10157426372170449, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.10157426372170449, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3697420656681061 + ], + "opposite_logprob_tokens": [ + -1.3697420358657837 + ], + "logprob_reward": -0.3697420656681061, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3697420656681061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13871748745441437, + 0.14719697833061218, + 0.18295282125473022, + 0.03823285177350044, + 0.07943762838840485, + 0.05883702263236046, + 0.05961767956614494, + 0.04119507223367691, + 0.11554291099309921, + 0.13826946914196014 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.3697420656681061 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062085703015327454 + ], + "opposite_logprob_tokens": [ + -2.8120856285095215 + ], + "logprob_reward": -0.062085703015327454, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062085703015327454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1628074049949646, + 0.20426081120967865, + 0.07081127911806107, + 0.01921921782195568, + 0.1588021218776703, + 0.0741112008690834, + 0.09023548662662506, + 0.0681324154138565, + 0.0487683042883873, + 0.10285182297229767 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.062085703015327454 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033696141093969345 + ], + "opposite_logprob_tokens": [ + -3.408696174621582 + ], + "logprob_reward": -0.033696141093969345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033696141093969345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17648637294769287, + 0.08362609893083572, + 0.05429726094007492, + 0.08783506602048874, + 0.06663154065608978, + 0.11380884051322937, + 0.1699283868074417, + 0.08998891711235046, + 0.11220650374889374, + 0.04519100487232208 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.033696141093969345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646313101053238 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646313101053238, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646313101053238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07948754727840424, + 0.08261097967624664, + 0.05240722745656967, + 0.028029561042785645, + 0.14838649332523346, + 0.13147392868995667, + 0.09354106336832047, + 0.066323421895504, + 0.20974795520305634, + 0.10799181461334229 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.008646313101053238 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337010957300663 + ], + "opposite_logprob_tokens": [ + -3.408701181411743 + ], + "logprob_reward": -0.0337010957300663, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337010957300663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13221167027950287, + 0.04684223607182503, + 0.07620012015104294, + 0.044044580310583115, + 0.375820517539978, + 0.12963949143886566, + 0.05152665451169014, + 0.035181403160095215, + 0.05331961438059807, + 0.055213697254657745 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0337010957300663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot, filmed from ground level, captures, with a calm, unadorned perspective, a typical black-and-white police car, its red and blue lights flashing wildly, hurtling down the shoulder of an empty highway at uncontrolled speed towards a solid, weathered, gray concrete pier. At the moment of impact, the front of the car is instantly crushed with astonishing physical precision, the hood folding upward under the immense force, twisting into a heap of scrap metal, while fragments of the front bumper and headlights explode into countless tiny particles and fly in all directions. Then, a thick plume of white steam and black smoke erupts from the ripped-apart engine compartment. The immense momentum causes the rear of the car to briefly lift upward before slamming back to the ground, finally coming to a complete stop with a sharp, grinding sound, a heap of twisted, smoking metal. The entire process takes place under bright but slightly harsh afternoon sunlight. The sharp shadows and high-contrast lighting emphasize the violence and reality of the collision, creating an intense and heart-pounding documentary style.", + "seed": 13958, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_9/index_8699_seed_13958_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04850866915658116, + "vlm_logprob": -0.04850866915658116, + "vlm_yes_no_margin": 3.574999952316284, + "vlm_token_credit": -0.04850866915658116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1481776237487793 + ], + "opposite_logprob_tokens": [ + -2.2731776237487793 + ], + "logprob_reward": -0.1481776237487793, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1481776237487793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15587350726127625, + 0.519226610660553, + 0.017723148688673973, + 0.023892296478152275, + 0.05063040181994438, + 0.06807228922843933, + 0.04194138944149017, + 0.04201599583029747, + 0.06170672923326492, + 0.018917612731456757 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.1481776237487793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309103265404701 + ], + "opposite_logprob_tokens": [ + -3.168091058731079 + ], + "logprob_reward": -0.04309103265404701, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309103265404701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3538130223751068, + 0.14111898839473724, + 0.029555730521678925, + 0.044119492173194885, + 0.024730537086725235, + 0.12080644071102142, + 0.07254685461521149, + 0.02474319189786911, + 0.1523345708847046, + 0.03623121604323387 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.04309103265404701 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818765513598919 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.01818765513598919, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818765513598919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07079169899225235, + 0.6789582967758179, + 0.06771405786275864, + 0.021209826692938805, + 0.011877973563969135, + 0.08861175179481506, + 0.012029892764985561, + 0.005825250409543514, + 0.03213251009583473, + 0.010848738253116608 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.01818765513598919 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674246484413743 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.00674246484413743, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674246484413743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08021474629640579, + 0.5787417888641357, + 0.02462100051343441, + 0.024550119414925575, + 0.053381990641355515, + 0.12584954500198364, + 0.026210851967334747, + 0.015491713769733906, + 0.05288160219788551, + 0.018056605011224747 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.00674246484413743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634456939995289 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.02634456939995289, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634456939995289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10088977962732315, + 0.49358704686164856, + 0.04851881042122841, + 0.04257785901427269, + 0.04292731732130051, + 0.04947881028056145, + 0.057387154549360275, + 0.07458199560642242, + 0.042350154370069504, + 0.04770105332136154 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.02634456939995289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot, filmed from ground level, captures, with a calm, unadorned perspective, a typical black-and-white police car, its red and blue lights flashing wildly, hurtling down the shoulder of an empty highway at uncontrolled speed towards a solid, weathered, gray concrete pier. At the moment of impact, the front of the car is instantly crushed with astonishing physical precision, the hood folding upward under the immense force, twisting into a heap of scrap metal, while fragments of the front bumper and headlights explode into countless tiny particles and fly in all directions. Then, a thick plume of white steam and black smoke erupts from the ripped-apart engine compartment. The immense momentum causes the rear of the car to briefly lift upward before slamming back to the ground, finally coming to a complete stop with a sharp, grinding sound, a heap of twisted, smoking metal. The entire process takes place under bright but slightly harsh afternoon sunlight. The sharp shadows and high-contrast lighting emphasize the violence and reality of the collision, creating an intense and heart-pounding documentary style.", + "seed": 13959, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000007/group_9/index_8699_seed_13959_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09092821851372719, + "vlm_logprob": -0.09092821851372719, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.09092821851372719, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.30363860726356506 + ], + "opposite_logprob_tokens": [ + -1.5536385774612427 + ], + "logprob_reward": -0.30363860726356506, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.30363860726356506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20073707401752472, + 0.08265883475542068, + 0.17049705982208252, + 0.054188650101423264, + 0.05706679821014404, + 0.06486086547374725, + 0.08328075706958771, + 0.13783210515975952, + 0.07422254979610443, + 0.07465533167123795 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.30363860726356506 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061360329389572 + ], + "opposite_logprob_tokens": [ + -3.895613670349121 + ], + "logprob_reward": -0.02061360329389572, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061360329389572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17219284176826477, + 0.07799208909273148, + 0.19407793879508972, + 0.03769548609852791, + 0.03420500084757805, + 0.1566932648420334, + 0.0841432586312294, + 0.049223173409700394, + 0.047500550746917725, + 0.14627636969089508 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.02061360329389572 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370075300335884 + ], + "opposite_logprob_tokens": [ + -3.408700704574585 + ], + "logprob_reward": -0.03370075300335884, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370075300335884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1464071273803711, + 0.05140626057982445, + 0.03893574699759483, + 0.04023304581642151, + 0.04347354918718338, + 0.04532523453235626, + 0.049833033233881, + 0.060848306864500046, + 0.11275987327098846, + 0.41077786684036255 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.03370075300335884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636994123458862 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.007636994123458862, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636994123458862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2097226083278656, + 0.07876959443092346, + 0.10077609866857529, + 0.07337172329425812, + 0.05353119224309921, + 0.08747363090515137, + 0.060071032494306564, + 0.14857642352581024, + 0.10623133182525635, + 0.08147629350423813 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.007636994123458862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene filmed from a static, ground-level long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a black-and-white police car with flashing red and blue lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the car crash into a solid, weathered, gray concrete pier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact show the front of the car crushing, the hood folding upward, and fragments exploding into particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, slightly harsh afternoon sunlight creating sharp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905113488435745 + ], + "opposite_logprob_tokens": [ + -2.4640512466430664 + ], + "logprob_reward": -0.08905113488435745, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905113488435745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23844800889492035, + 0.08952946215867996, + 0.16268424689769745, + 0.0595712848007679, + 0.13460497558116913, + 0.07300984859466553, + 0.0490570031106472, + 0.08903377503156662, + 0.04028025642037392, + 0.06378120183944702 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.08905113488435745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_0/index_tensor([5179, 5179])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_0/index_tensor([5179, 5179])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6ec08f2f2c126c0e5481aab0589ff009aeb30abd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_0/index_tensor([5179, 5179])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up shot from a slightly downward angle focuses on a sheet of off-white rice paper, delicately textured with fine fibers. Soft sidelighting accentuates the paper's warm, velvety texture. A sleek wolf-hair brush, its tip saturated with rich, dripping ink, a jet-black, glossy hue, strikes the paper with effortless yet powerful force. With the touch of the brush tip, the thick ink instantly diffuses through the fibers of the rice paper, creating a subtle, shimmering swirl. The brush then moves with a fluid, decisive stroke, leaving a clean-cut, richly centered ink mark. At a crucial turning point, the brush tip suddenly pauses, focusing its force on the tip, pressing a thick dot of ink. Then, with a twist of the wrist, the brush tip cuts into the next stroke at a sharp angle, creating a dry, wispy line with a whirlwind effect, showcasing a perfect blend of speed and power. The entire writing process is completed in one go. Finally, a strong and majestic \"Wu\" character takes shape on the paper. The moist ink reflects a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper. The changes in the thickness, dryness and wetness of the ink fully demonstrate the essence of the freehand ink painting style. The whole picture is filled with an artistic atmosphere of concentration, tranquility and inner tension.", + "seed": 11323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_0/index_5179_seed_11323_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02623524721711874, + "vlm_logprob": -0.02623524721711874, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.02623524721711874, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004002655856311321 + ], + "opposite_logprob_tokens": [ + -5.629002571105957 + ], + "logprob_reward": -0.004002655856311321, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004002655856311321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12403031438589096, + 0.06365613639354706, + 0.16435085237026215, + 0.05217980593442917, + 0.1479073166847229, + 0.09754771739244461, + 0.1270550936460495, + 0.04702223464846611, + 0.05826124921441078, + 0.11798929423093796 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.004002655856311321 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199479207396507 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.018199479207396507, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199479207396507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2862399220466614, + 0.06549662351608276, + 0.04469291865825653, + 0.07459385693073273, + 0.07570502907037735, + 0.0987534150481224, + 0.14881998300552368, + 0.08909250050783157, + 0.05004678666591644, + 0.06655891239643097 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.018199479207396507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205826573073864 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205826573073864, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205826573073864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04831717535853386, + 0.058701734989881516, + 0.056637585163116455, + 0.07575352489948273, + 0.19748666882514954, + 0.08587595075368881, + 0.2669509947299957, + 0.10685387253761292, + 0.0633324459195137, + 0.04009012132883072 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.0205826573073864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203921139240265 + ], + "opposite_logprob_tokens": [ + -2.8120391368865967 + ], + "logprob_reward": -0.06203921139240265, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203921139240265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13326381146907806, + 0.05071409046649933, + 0.05685579031705856, + 0.045289237052202225, + 0.1458410918712616, + 0.07059002667665482, + 0.2569039762020111, + 0.07113397121429443, + 0.12056199461221695, + 0.0488460399210453 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.06203921139240265 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352232322096825 + ], + "opposite_logprob_tokens": [ + -3.6513521671295166 + ], + "logprob_reward": -0.026352232322096825, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352232322096825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09286434203386307, + 0.04696066305041313, + 0.04398590698838234, + 0.07238402217626572, + 0.07478918880224228, + 0.07165047526359558, + 0.30595508217811584, + 0.05355316773056984, + 0.0622558668255806, + 0.17560133337974548 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.026352232322096825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slightly downward angle focuses on a sheet of off-white rice paper, delicately textured with fine fibers. Soft sidelighting accentuates the paper's warm, velvety texture. A sleek wolf-hair brush, its tip saturated with rich, dripping ink, a jet-black, glossy hue, strikes the paper with effortless yet powerful force. With the touch of the brush tip, the thick ink instantly diffuses through the fibers of the rice paper, creating a subtle, shimmering swirl. The brush then moves with a fluid, decisive stroke, leaving a clean-cut, richly centered ink mark. At a crucial turning point, the brush tip suddenly pauses, focusing its force on the tip, pressing a thick dot of ink. Then, with a twist of the wrist, the brush tip cuts into the next stroke at a sharp angle, creating a dry, wispy line with a whirlwind effect, showcasing a perfect blend of speed and power. The entire writing process is completed in one go. Finally, a strong and majestic \"Wu\" character takes shape on the paper. The moist ink reflects a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper. The changes in the thickness, dryness and wetness of the ink fully demonstrate the essence of the freehand ink painting style. The whole picture is filled with an artistic atmosphere of concentration, tranquility and inner tension.", + "seed": 11324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_0/index_5179_seed_11324_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030898035690188407, + "vlm_logprob": -0.030898035690188407, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.030898035690188407, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004906044341623783 + ], + "opposite_logprob_tokens": [ + -5.379906177520752 + ], + "logprob_reward": -0.004906044341623783, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004906044341623783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10033754259347916, + 0.08169209957122803, + 0.07907792180776596, + 0.028914572671055794, + 0.36276158690452576, + 0.06189287453889847, + 0.05414634197950363, + 0.06404784321784973, + 0.10280512273311615, + 0.06432407349348068 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.004906044341623783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549362145364285 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.012549362145364285, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549362145364285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33608293533325195, + 0.06366601586341858, + 0.06090032309293747, + 0.0404367670416832, + 0.05892132595181465, + 0.038798097521066666, + 0.05676790326833725, + 0.1913335770368576, + 0.07774100452661514, + 0.07535208016633987 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.012549362145364285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818976178765297 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818976178765297, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818976178765297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2188461720943451, + 0.1357545107603073, + 0.1224398985505104, + 0.047097597271203995, + 0.08169256895780563, + 0.094206802546978, + 0.060492295771837234, + 0.10442068427801132, + 0.09454213082790375, + 0.04050733894109726 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01818976178765297 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903858810663223 + ], + "opposite_logprob_tokens": [ + -2.464038610458374 + ], + "logprob_reward": -0.08903858810663223, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903858810663223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03873368725180626, + 0.0369844064116478, + 0.05988261476159096, + 0.04833117499947548, + 0.4938969612121582, + 0.03878244012594223, + 0.047907087951898575, + 0.1222582533955574, + 0.06602298468351364, + 0.04720042273402214 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.08903858810663223 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980642206966877 + ], + "opposite_logprob_tokens": [ + -3.52980637550354 + ], + "logprob_reward": -0.02980642206966877, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980642206966877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10780394822359085, + 0.05713662505149841, + 0.06609942018985748, + 0.04898122325539589, + 0.2632918059825897, + 0.04839157685637474, + 0.04019703343510628, + 0.1873798668384552, + 0.11522150039672852, + 0.06549707055091858 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.02980642206966877 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slightly downward angle focuses on a sheet of off-white rice paper, delicately textured with fine fibers. Soft sidelighting accentuates the paper's warm, velvety texture. A sleek wolf-hair brush, its tip saturated with rich, dripping ink, a jet-black, glossy hue, strikes the paper with effortless yet powerful force. With the touch of the brush tip, the thick ink instantly diffuses through the fibers of the rice paper, creating a subtle, shimmering swirl. The brush then moves with a fluid, decisive stroke, leaving a clean-cut, richly centered ink mark. At a crucial turning point, the brush tip suddenly pauses, focusing its force on the tip, pressing a thick dot of ink. Then, with a twist of the wrist, the brush tip cuts into the next stroke at a sharp angle, creating a dry, wispy line with a whirlwind effect, showcasing a perfect blend of speed and power. The entire writing process is completed in one go. Finally, a strong and majestic \"Wu\" character takes shape on the paper. The moist ink reflects a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper. The changes in the thickness, dryness and wetness of the ink fully demonstrate the essence of the freehand ink painting style. The whole picture is filled with an artistic atmosphere of concentration, tranquility and inner tension.", + "seed": 11325, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_0/index_5179_seed_11325_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027484119683504105, + "vlm_logprob": -0.027484119683504105, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.027484119683504105, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009141732007265091 + ], + "opposite_logprob_tokens": [ + -4.75914192199707 + ], + "logprob_reward": -0.009141732007265091, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009141732007265091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20882484316825867, + 0.029825342819094658, + 0.012265781871974468, + 0.11997652053833008, + 0.023864634335041046, + 0.017273036763072014, + 0.02113969251513481, + 0.1192716509103775, + 0.3847300112247467, + 0.06282839924097061 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.009141732007265091 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812484070658684 + ], + "opposite_logprob_tokens": [ + -3.2881247997283936 + ], + "logprob_reward": -0.03812484070658684, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812484070658684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2738310396671295, + 0.05486302450299263, + 0.020127762109041214, + 0.0808931216597557, + 0.024639397859573364, + 0.028406862169504166, + 0.031288031488657, + 0.11285227537155151, + 0.2645767629146576, + 0.1085217297077179 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.03812484070658684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191400915384293 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.018191400915384293, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191400915384293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2808602750301361, + 0.09333807229995728, + 0.010721785947680473, + 0.041994497179985046, + 0.01995852403342724, + 0.023328008130192757, + 0.04289320483803749, + 0.09213552623987198, + 0.23552276194095612, + 0.15924720466136932 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.018191400915384293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048660341650247574 + ], + "opposite_logprob_tokens": [ + -3.0486602783203125 + ], + "logprob_reward": -0.048660341650247574, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048660341650247574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18830566108226776, + 0.04152516648173332, + 0.00942500401288271, + 0.02821686491370201, + 0.022455643862485886, + 0.014056977815926075, + 0.025344224646687508, + 0.0626632496714592, + 0.4181704819202423, + 0.18983674049377441 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.048660341650247574 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302283138036728 + ], + "opposite_logprob_tokens": [ + -3.7733023166656494 + ], + "logprob_reward": -0.023302283138036728, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302283138036728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18037579953670502, + 0.03145167604088783, + 0.015206137672066689, + 0.029541268944740295, + 0.014350798912346363, + 0.018841387704014778, + 0.014493240974843502, + 0.06535077840089798, + 0.49447256326675415, + 0.1359163224697113 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.023302283138036728 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slightly downward angle focuses on a sheet of off-white rice paper, delicately textured with fine fibers. Soft sidelighting accentuates the paper's warm, velvety texture. A sleek wolf-hair brush, its tip saturated with rich, dripping ink, a jet-black, glossy hue, strikes the paper with effortless yet powerful force. With the touch of the brush tip, the thick ink instantly diffuses through the fibers of the rice paper, creating a subtle, shimmering swirl. The brush then moves with a fluid, decisive stroke, leaving a clean-cut, richly centered ink mark. At a crucial turning point, the brush tip suddenly pauses, focusing its force on the tip, pressing a thick dot of ink. Then, with a twist of the wrist, the brush tip cuts into the next stroke at a sharp angle, creating a dry, wispy line with a whirlwind effect, showcasing a perfect blend of speed and power. The entire writing process is completed in one go. Finally, a strong and majestic \"Wu\" character takes shape on the paper. The moist ink reflects a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper. The changes in the thickness, dryness and wetness of the ink fully demonstrate the essence of the freehand ink painting style. The whole picture is filled with an artistic atmosphere of concentration, tranquility and inner tension.", + "seed": 11326, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_0/index_5179_seed_11326_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030497122183442117, + "vlm_logprob": -0.030497122183442117, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.030497122183442117, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006449835374951363 + ], + "opposite_logprob_tokens": [ + -5.1314496994018555 + ], + "logprob_reward": -0.006449835374951363, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006449835374951363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13214460015296936, + 0.05745392292737961, + 0.12585888803005219, + 0.05074997991323471, + 0.08955328911542892, + 0.32803085446357727, + 0.09186150133609772, + 0.0349770151078701, + 0.05174949765205383, + 0.03762046992778778 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.006449835374951363 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026362799108028412 + ], + "opposite_logprob_tokens": [ + -3.651362895965576 + ], + "logprob_reward": -0.026362799108028412, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026362799108028412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08831030875444412, + 0.10011105984449387, + 0.08115963637828827, + 0.08652087301015854, + 0.10963419824838638, + 0.348061203956604, + 0.08392695337533951, + 0.019256921485066414, + 0.045365460216999054, + 0.03765333443880081 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.026362799108028412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329261600971222 + ], + "opposite_logprob_tokens": [ + -3.7732925415039062 + ], + "logprob_reward": -0.02329261600971222, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329261600971222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06449081003665924, + 0.03525881469249725, + 0.01962738111615181, + 0.016369037330150604, + 0.017231876030564308, + 0.7514311075210571, + 0.04567611217498779, + 0.024994712322950363, + 0.011843166314065456, + 0.013076983392238617 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.02329261600971222 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002092897891998 + ], + "opposite_logprob_tokens": [ + -2.695020914077759 + ], + "logprob_reward": -0.07002092897891998, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002092897891998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06468838453292847, + 0.08840712904930115, + 0.01703060045838356, + 0.02776714786887169, + 0.022605644538998604, + 0.7176673412322998, + 0.03226454183459282, + 0.011921525001525879, + 0.0064025926403701305, + 0.01124514453113079 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.07002092897891998 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a slightly downward angle focusing on a sheet of off-white rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the paper visibly textured with fine fibers and illuminated by soft sidelighting that accentuates a warm, velvety texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a sleek wolf-hair brush with a tip saturated in rich, dripping, jet-black glossy ink strike the paper and create a thick dot of ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush execute a fluid stroke creating a dry, wispy line with a whirlwind effect, followed by the formation of a 'Wu' character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the moist ink reflect a faint glow under the light, forming a sharp contrast with the matte texture of the rice paper?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359431445598602 + ], + "opposite_logprob_tokens": [ + -3.6513593196868896 + ], + "logprob_reward": -0.026359431445598602, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359431445598602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11049851775169373, + 0.0505937859416008, + 0.0748748928308487, + 0.03435610979795456, + 0.02684258483350277, + 0.5020827651023865, + 0.07484470307826996, + 0.06064439192414284, + 0.028291434049606323, + 0.03697070851922035 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.026359431445598602 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_10/index_tensor([2371, 2371])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_10/index_tensor([2371, 2371])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7eb4efc5d5c50e5ea64015abc08e2e93888ddad4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_10/index_tensor([2371, 2371])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle lens slowly tilts right, revealing a late-night Tokyo street shimmering beneath a steady drizzle. Overhead, the black metal grid of an elevated track supports a rumbling train, its silver carriages glittering, their windows gleaming, momentarily casting fleeting shadows on the scene below. Across the smooth asphalt crosswalk, a river of neon reflections shimmers in pink, blue, and white, as anonymous figures in dark suits and jackets hurried across. Their black umbrellas drooped low, their brisk steps silently hurried home en masse, their figures silhouetted against the bright headlights of hissing taxis, which puffed a fine mist of mist across the damp sidewalk. The camera pans to the large, clean windows of a convenience store, its warm, sterile fluorescent light contrasting sharply with the cool, damp exterior. Inside, a clerk in a neat uniform works with focused precision, their expression neutral and attentive. Steadily and deliberately, they arrange triangles, neatly packaged rice balls, and rows of bottled tea on brightly lit shelves, their methodical movements a quiet, rhythmic contrast to the restless electric pulse of the city beyond the glass, creating a sense of calm, everyday life amidst the urban hustle and bustle.", + "seed": 15032, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_10/index_2371_seed_15032_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07956418637186288, + "vlm_logprob": -0.07956418637186288, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.07956418637186288, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19095037877559662 + ], + "opposite_logprob_tokens": [ + -1.9409503936767578 + ], + "logprob_reward": -0.19095037877559662, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.19095037877559662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30558234453201294, + 0.035757359117269516, + 0.03266781568527222, + 0.1672067493200302, + 0.03569771721959114, + 0.04923313483595848, + 0.0666767805814743, + 0.06487766653299332, + 0.11118319630622864, + 0.13111723959445953 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.19095037877559662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502470210194588 + ], + "opposite_logprob_tokens": [ + -2.9300246238708496 + ], + "logprob_reward": -0.05502470210194588, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502470210194588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10961105674505234, + 0.041463837027549744, + 0.02440272644162178, + 0.1019618883728981, + 0.03943419083952904, + 0.05706417188048363, + 0.08780693262815475, + 0.1812138557434082, + 0.2756807506084442, + 0.0813605934381485 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.05502470210194588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359546929597855 + ], + "opposite_logprob_tokens": [ + -3.6513595581054688 + ], + "logprob_reward": -0.026359546929597855, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359546929597855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1844562143087387, + 0.03034442476928234, + 0.0353972390294075, + 0.23082514107227325, + 0.0414164699614048, + 0.03605523332953453, + 0.06537783890962601, + 0.12567803263664246, + 0.16549614071846008, + 0.08495330810546875 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.026359546929597855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294565349817276 + ], + "opposite_logprob_tokens": [ + -2.237945556640625 + ], + "logprob_reward": -0.11294565349817276, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294565349817276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1588534563779831, + 0.04236976429820061, + 0.10877986252307892, + 0.27017542719841003, + 0.051127079874277115, + 0.06196029856801033, + 0.06779686361551285, + 0.07735852152109146, + 0.06059551239013672, + 0.10098320245742798 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.11294565349817276 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540650554001331 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540650554001331, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540650554001331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.288957417011261, + 0.018381383270025253, + 0.046246953308582306, + 0.11793507635593414, + 0.04532259330153465, + 0.042653732001781464, + 0.05875485762953758, + 0.054988112300634384, + 0.2348478138446808, + 0.09191205352544785 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.012540650554001331 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle lens slowly tilts right, revealing a late-night Tokyo street shimmering beneath a steady drizzle. Overhead, the black metal grid of an elevated track supports a rumbling train, its silver carriages glittering, their windows gleaming, momentarily casting fleeting shadows on the scene below. Across the smooth asphalt crosswalk, a river of neon reflections shimmers in pink, blue, and white, as anonymous figures in dark suits and jackets hurried across. Their black umbrellas drooped low, their brisk steps silently hurried home en masse, their figures silhouetted against the bright headlights of hissing taxis, which puffed a fine mist of mist across the damp sidewalk. The camera pans to the large, clean windows of a convenience store, its warm, sterile fluorescent light contrasting sharply with the cool, damp exterior. Inside, a clerk in a neat uniform works with focused precision, their expression neutral and attentive. Steadily and deliberately, they arrange triangles, neatly packaged rice balls, and rows of bottled tea on brightly lit shelves, their methodical movements a quiet, rhythmic contrast to the restless electric pulse of the city beyond the glass, creating a sense of calm, everyday life amidst the urban hustle and bustle.", + "seed": 15033, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_10/index_2371_seed_15033_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06959446370601655, + "vlm_logprob": -0.06959446370601655, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.06959446370601655, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10094901919364929 + ], + "opposite_logprob_tokens": [ + -2.4759490489959717 + ], + "logprob_reward": -0.10094901919364929, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10094901919364929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24912060797214508, + 0.06890562921762466, + 0.07288432121276855, + 0.06824006140232086, + 0.1802215278148651, + 0.11806635558605194, + 0.04599960520863533, + 0.044090744107961655, + 0.0661497712135315, + 0.0863213986158371 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.10094901919364929 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499796196818352 + ], + "opposite_logprob_tokens": [ + -2.9299979209899902 + ], + "logprob_reward": -0.05499796196818352, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499796196818352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06322094053030014, + 0.08493106067180634, + 0.08935899287462234, + 0.24740278720855713, + 0.12276236712932587, + 0.13408230245113373, + 0.05249468982219696, + 0.017190584912896156, + 0.0621662437915802, + 0.12638996541500092 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.05499796196818352 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306602478027344 + ], + "opposite_logprob_tokens": [ + -3.1680660247802734 + ], + "logprob_reward": -0.04306602478027344, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306602478027344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39963671565055847, + 0.1610850840806961, + 0.08622532337903976, + 0.021029405295848846, + 0.0398937463760376, + 0.08441176265478134, + 0.014049501158297062, + 0.019769782200455666, + 0.0551605187356472, + 0.11873811483383179 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.04306602478027344 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031236708164215 + ], + "opposite_logprob_tokens": [ + -2.3503124713897705 + ], + "logprob_reward": -0.10031236708164215, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031236708164215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28430914878845215, + 0.07755348831415176, + 0.10399212688207626, + 0.09135811030864716, + 0.09605413675308228, + 0.07761341333389282, + 0.046906448900699615, + 0.030204469338059425, + 0.09635262191295624, + 0.09565604478120804 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.10031236708164215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048646945506334305 + ], + "opposite_logprob_tokens": [ + -3.048646926879883 + ], + "logprob_reward": -0.048646945506334305, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048646945506334305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08084801584482193, + 0.023928038775920868, + 0.05364283174276352, + 0.06420488655567169, + 0.12190696597099304, + 0.36279135942459106, + 0.03285064920783043, + 0.06409920006990433, + 0.07657558470964432, + 0.11915245652198792 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.048646945506334305 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle lens slowly tilts right, revealing a late-night Tokyo street shimmering beneath a steady drizzle. Overhead, the black metal grid of an elevated track supports a rumbling train, its silver carriages glittering, their windows gleaming, momentarily casting fleeting shadows on the scene below. Across the smooth asphalt crosswalk, a river of neon reflections shimmers in pink, blue, and white, as anonymous figures in dark suits and jackets hurried across. Their black umbrellas drooped low, their brisk steps silently hurried home en masse, their figures silhouetted against the bright headlights of hissing taxis, which puffed a fine mist of mist across the damp sidewalk. The camera pans to the large, clean windows of a convenience store, its warm, sterile fluorescent light contrasting sharply with the cool, damp exterior. Inside, a clerk in a neat uniform works with focused precision, their expression neutral and attentive. Steadily and deliberately, they arrange triangles, neatly packaged rice balls, and rows of bottled tea on brightly lit shelves, their methodical movements a quiet, rhythmic contrast to the restless electric pulse of the city beyond the glass, creating a sense of calm, everyday life amidst the urban hustle and bustle.", + "seed": 15034, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_10/index_2371_seed_15034_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08050877004861831, + "vlm_logprob": -0.08050877004861831, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.08050877004861831, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.166706383228302 + ], + "opposite_logprob_tokens": [ + -2.1667063236236572 + ], + "logprob_reward": -0.166706383228302, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.166706383228302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1124332994222641, + 0.11654330790042877, + 0.04538092389702797, + 0.05673461779952049, + 0.03999105095863342, + 0.03181727975606918, + 0.049575187265872955, + 0.09357620775699615, + 0.09152109920978546, + 0.3624269962310791 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.166706383228302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210475042462349 + ], + "opposite_logprob_tokens": [ + -2.8121047019958496 + ], + "logprob_reward": -0.06210475042462349, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210475042462349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15610907971858978, + 0.11367351561784744, + 0.04446791484951973, + 0.052143197506666183, + 0.10625001043081284, + 0.048060864210128784, + 0.03417351841926575, + 0.1219930648803711, + 0.03707226738333702, + 0.2860565483570099 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.06210475042462349 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296575993299484 + ], + "opposite_logprob_tokens": [ + -3.773296594619751 + ], + "logprob_reward": -0.023296575993299484, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296575993299484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10559149831533432, + 0.1592097282409668, + 0.0743008702993393, + 0.054388247430324554, + 0.03755069524049759, + 0.04771997779607773, + 0.023121776059269905, + 0.0779157355427742, + 0.07285904139280319, + 0.34734243154525757 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.023296575993299484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280790090560913 + ], + "opposite_logprob_tokens": [ + -2.017807960510254 + ], + "logprob_reward": -0.14280790090560913, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280790090560913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03967028111219406, + 0.04142366349697113, + 0.06246000900864601, + 0.06953854113817215, + 0.010928775183856487, + 0.018652670085430145, + 0.008086344227194786, + 0.0619279108941555, + 0.015926655381917953, + 0.6713851094245911 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.14280790090560913 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628239691257477 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628239691257477, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628239691257477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03040323033928871, + 0.1039656475186348, + 0.02330923266708851, + 0.02287890948355198, + 0.015558410435914993, + 0.023704685270786285, + 0.020076069980859756, + 0.06915996223688126, + 0.054407406598329544, + 0.6365364193916321 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.007628239691257477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle lens slowly tilts right, revealing a late-night Tokyo street shimmering beneath a steady drizzle. Overhead, the black metal grid of an elevated track supports a rumbling train, its silver carriages glittering, their windows gleaming, momentarily casting fleeting shadows on the scene below. Across the smooth asphalt crosswalk, a river of neon reflections shimmers in pink, blue, and white, as anonymous figures in dark suits and jackets hurried across. Their black umbrellas drooped low, their brisk steps silently hurried home en masse, their figures silhouetted against the bright headlights of hissing taxis, which puffed a fine mist of mist across the damp sidewalk. The camera pans to the large, clean windows of a convenience store, its warm, sterile fluorescent light contrasting sharply with the cool, damp exterior. Inside, a clerk in a neat uniform works with focused precision, their expression neutral and attentive. Steadily and deliberately, they arrange triangles, neatly packaged rice balls, and rows of bottled tea on brightly lit shelves, their methodical movements a quiet, rhythmic contrast to the restless electric pulse of the city beyond the glass, creating a sense of calm, everyday life amidst the urban hustle and bustle.", + "seed": 15035, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_10/index_2371_seed_15035_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04609179496765137, + "vlm_logprob": -0.04609179496765137, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.04609179496765137, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07418671995401382 + ], + "opposite_logprob_tokens": [ + -2.8241868019104004 + ], + "logprob_reward": -0.07418671995401382, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07418671995401382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.352220743894577, + 0.15890435874462128, + 0.11529722809791565, + 0.04481347277760506, + 0.052670013159513474, + 0.028557660058140755, + 0.048245616257190704, + 0.08114413172006607, + 0.036020003259181976, + 0.08212685585021973 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07418671995401382 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906476199626923 + ], + "opposite_logprob_tokens": [ + -2.464064836502075 + ], + "logprob_reward": -0.08906476199626923, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906476199626923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13749456405639648, + 0.1352592557668686, + 0.14200134575366974, + 0.029673077166080475, + 0.08959189802408218, + 0.0776992216706276, + 0.11465088278055191, + 0.11950700730085373, + 0.06702174991369247, + 0.08710099756717682 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.08906476199626923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077335104346275 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.011077335104346275, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077335104346275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20876826345920563, + 0.18813388049602509, + 0.1298903226852417, + 0.04517797380685806, + 0.06732789427042007, + 0.02718396671116352, + 0.030352357774972916, + 0.13065052032470703, + 0.07148399949073792, + 0.10103076696395874 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.011077335104346275 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342827826738358 + ], + "opposite_logprob_tokens": [ + -3.6513428688049316 + ], + "logprob_reward": -0.026342827826738358, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342827826738358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10186068713665009, + 0.08506223559379578, + 0.06547239422798157, + 0.029721112921833992, + 0.08896128833293915, + 0.016412636265158653, + 0.02685549110174179, + 0.09930234402418137, + 0.23165203630924225, + 0.2546997666358948 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.026342827826738358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle lens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right while revealing a late-night Tokyo street under a steady drizzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a black metal grid of an elevated track with a rumbling train featuring silver carriages and gleaming windows above the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there anonymous figures in dark suits and jackets crossing a crosswalk with black umbrellas, alongside taxis puffing mist on a damp sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan to a convenience store with warm fluorescent light inside, showing a clerk in a uniform arranging rice balls and bottled tea on shelves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029787329956889153 + ], + "opposite_logprob_tokens": [ + -3.529787302017212 + ], + "logprob_reward": -0.029787329956889153, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029787329956889153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09249837696552277, + 0.06031526252627373, + 0.12589485943317413, + 0.24034640192985535, + 0.08235958218574524, + 0.04800121858716011, + 0.06409119814634323, + 0.07593827694654465, + 0.10814320296049118, + 0.10241155326366425 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.029787329956889153 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_13/index_tensor([4255, 4255])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_13/index_tensor([4255, 4255])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..43f98ae13d3b5ab01006b3b9c01c8ac8faad9c1c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_13/index_tensor([4255, 4255])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "vertical, downward-focused macro shot focuses squarely on a garden snail, isolated against an infinitely stretching, flawless white background. The snail's posture is elegant and upright, its soft, moist legs fully extended, its muscular texture clearly visible, and its body coated in a layer of shimmering mucus, which reflects dazzling highlights under the intense, dramatic overhead lighting. The high-contrast light and shadows of its spiral shell, each delicate growth pattern and tiny indentation, are dramatically magnified, and deep shadows define its three-dimensional geometry, imbuing it with a sculptural quality. The image is captured in Richard Avedon's signature black-and-white portraiture style, with virtually no grayscale transitions between pure white and deep black. The snail casts a sharp, inky shadow against the pure white surface, creating a visual impact that is both biologically fragile and graphicly powerful.", + "seed": 27250, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_13/index_4255_seed_27250_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11010786443948746, + "vlm_logprob": -0.11010786443948746, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.11010786443948746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1293850541114807 + ], + "opposite_logprob_tokens": [ + -2.129384994506836 + ], + "logprob_reward": -0.1293850541114807, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1293850541114807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21780575811862946, + 0.1917390078306198, + 0.19465962052345276, + 0.042214199900627136, + 0.056077469140291214, + 0.03223012015223503, + 0.04656079784035683, + 0.07659509032964706, + 0.05687643587589264, + 0.08524151146411896 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.1293850541114807 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054992660880088806 + ], + "opposite_logprob_tokens": [ + -2.92999267578125 + ], + "logprob_reward": -0.054992660880088806, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054992660880088806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3233315646648407, + 0.12731382250785828, + 0.05292528495192528, + 0.019790584221482277, + 0.030540375038981438, + 0.13243483006954193, + 0.031416088342666626, + 0.027243148535490036, + 0.04946455731987953, + 0.2055397480726242 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.054992660880088806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134608566761017 + ], + "opposite_logprob_tokens": [ + -1.3134608268737793 + ], + "logprob_reward": -0.3134608566761017, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134608566761017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18345783650875092, + 0.21274890005588531, + 0.1447758823633194, + 0.021234335377812386, + 0.027715127915143967, + 0.10050559043884277, + 0.03945903852581978, + 0.016115255653858185, + 0.10063175857067108, + 0.15335625410079956 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.3134608566761017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352349668741226 + ], + "opposite_logprob_tokens": [ + -3.6513524055480957 + ], + "logprob_reward": -0.026352349668741226, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352349668741226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03805997222661972, + 0.04233209788799286, + 0.03337053582072258, + 0.023718709126114845, + 0.011138742789626122, + 0.04938331991434097, + 0.029212763532996178, + 0.00988772977143526, + 0.057149920612573624, + 0.7057462334632874 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.026352349668741226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348400861024857 + ], + "opposite_logprob_tokens": [ + -3.651348352432251 + ], + "logprob_reward": -0.026348400861024857, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348400861024857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.381771057844162, + 0.01936243288218975, + 0.04148354381322861, + 0.012459980323910713, + 0.04344900697469711, + 0.018308019265532494, + 0.04441206902265549, + 0.013019789010286331, + 0.03623233363032341, + 0.3895018398761749 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.026348400861024857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "vertical, downward-focused macro shot focuses squarely on a garden snail, isolated against an infinitely stretching, flawless white background. The snail's posture is elegant and upright, its soft, moist legs fully extended, its muscular texture clearly visible, and its body coated in a layer of shimmering mucus, which reflects dazzling highlights under the intense, dramatic overhead lighting. The high-contrast light and shadows of its spiral shell, each delicate growth pattern and tiny indentation, are dramatically magnified, and deep shadows define its three-dimensional geometry, imbuing it with a sculptural quality. The image is captured in Richard Avedon's signature black-and-white portraiture style, with virtually no grayscale transitions between pure white and deep black. The snail casts a sharp, inky shadow against the pure white surface, creating a visual impact that is both biologically fragile and graphicly powerful.", + "seed": 27251, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_13/index_4255_seed_27251_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.39179413169622423, + "vlm_logprob": -0.39179413169622423, + "vlm_yes_no_margin": 1.425, + "vlm_token_credit": -0.39179413169622423, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.041262686252593994 + ], + "opposite_logprob_tokens": [ + -3.291262626647949 + ], + "logprob_reward": -0.041262686252593994, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.041262686252593994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11655893921852112, + 0.14719341695308685, + 0.12897129356861115, + 0.12649880349636078, + 0.06220299378037453, + 0.10072928667068481, + 0.07551340758800507, + 0.061630330979824066, + 0.08964958041906357, + 0.09105193614959717 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.041262686252593994 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135193884372711 + ], + "opposite_logprob_tokens": [ + -1.3135193586349487 + ], + "logprob_reward": -0.3135193884372711, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135193884372711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.083866186439991, + 0.1630319058895111, + 0.2627793848514557, + 0.2740180194377899, + 0.05066656693816185, + 0.03405327349901199, + 0.05382604897022247, + 0.03171679377555847, + 0.016434097662568092, + 0.02960774302482605 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.3135193884372711 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134764432907104 + ], + "opposite_logprob_tokens": [ + -0.31347644329071045 + ], + "logprob_reward": -1.3134764432907104, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134764432907104, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06628889590501785, + 0.127342090010643, + 0.45905137062072754, + 0.1287214607000351, + 0.11318158358335495, + 0.02371715009212494, + 0.018071478232741356, + 0.023991882801055908, + 0.009793124161660671, + 0.029840951785445213 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -1.3134764432907104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08909376710653305 + ], + "opposite_logprob_tokens": [ + -2.4640936851501465 + ], + "logprob_reward": -0.08909376710653305, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08909376710653305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0847664326429367, + 0.13802950084209442, + 0.18524065613746643, + 0.09687439352273941, + 0.20951616764068604, + 0.13452158868312836, + 0.02818242274224758, + 0.04617103934288025, + 0.02467275969684124, + 0.05202499404549599 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.08909376710653305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20161837339401245 + ], + "opposite_logprob_tokens": [ + -1.7016184329986572 + ], + "logprob_reward": -0.20161837339401245, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20161837339401245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11672224849462509, + 0.17683318257331848, + 0.11281807720661163, + 0.11056748777627945, + 0.06990469992160797, + 0.04919474199414253, + 0.05131806433200836, + 0.1310015469789505, + 0.043655723333358765, + 0.1379842758178711 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.20161837339401245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "vertical, downward-focused macro shot focuses squarely on a garden snail, isolated against an infinitely stretching, flawless white background. The snail's posture is elegant and upright, its soft, moist legs fully extended, its muscular texture clearly visible, and its body coated in a layer of shimmering mucus, which reflects dazzling highlights under the intense, dramatic overhead lighting. The high-contrast light and shadows of its spiral shell, each delicate growth pattern and tiny indentation, are dramatically magnified, and deep shadows define its three-dimensional geometry, imbuing it with a sculptural quality. The image is captured in Richard Avedon's signature black-and-white portraiture style, with virtually no grayscale transitions between pure white and deep black. The snail casts a sharp, inky shadow against the pure white surface, creating a visual impact that is both biologically fragile and graphicly powerful.", + "seed": 27252, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_13/index_4255_seed_27252_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2523476557806134, + "vlm_logprob": -0.2523476557806134, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.2523476557806134, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042159903794527054 + ], + "opposite_logprob_tokens": [ + -3.2921597957611084 + ], + "logprob_reward": -0.042159903794527054, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.042159903794527054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.211255744099617, + 0.047758158296346664, + 0.3160240054130554, + 0.08213255554437637, + 0.07187415659427643, + 0.07732398062944412, + 0.06113387644290924, + 0.044230636209249496, + 0.027932416647672653, + 0.06033449247479439 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.042159903794527054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209242716431618 + ], + "opposite_logprob_tokens": [ + -2.8120925426483154 + ], + "logprob_reward": -0.06209242716431618, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209242716431618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1400180160999298, + 0.16322922706604004, + 0.1258419007062912, + 0.13031256198883057, + 0.16251447796821594, + 0.07431565970182419, + 0.05294385924935341, + 0.023511186242103577, + 0.040082480758428574, + 0.08723071962594986 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.06209242716431618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578316330909729 + ], + "opposite_logprob_tokens": [ + -0.6328316330909729 + ], + "logprob_reward": -0.7578316330909729, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578316330909729, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06098880246281624, + 0.06899809837341309, + 0.47646209597587585, + 0.10186313837766647, + 0.08250362426042557, + 0.036426644772291183, + 0.028059279546141624, + 0.035459332168102264, + 0.039414554834365845, + 0.0698244720697403 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.7578316330909729 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38710448145866394 + ], + "opposite_logprob_tokens": [ + -1.1371045112609863 + ], + "logprob_reward": -0.38710448145866394, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38710448145866394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19908978044986725, + 0.04654964059591293, + 0.2716415822505951, + 0.0701795220375061, + 0.1289346069097519, + 0.062093764543533325, + 0.0695333406329155, + 0.0529499314725399, + 0.03653494268655777, + 0.062492914497852325 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.38710448145866394 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254983339458704 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.01254983339458704, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254983339458704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057664334774017334, + 0.021879468113183975, + 0.5028747320175171, + 0.11597638577222824, + 0.06912564486265182, + 0.048578448593616486, + 0.10889645665884018, + 0.02229088731110096, + 0.018787963315844536, + 0.03392576053738594 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.01254983339458704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "vertical, downward-focused macro shot focuses squarely on a garden snail, isolated against an infinitely stretching, flawless white background. The snail's posture is elegant and upright, its soft, moist legs fully extended, its muscular texture clearly visible, and its body coated in a layer of shimmering mucus, which reflects dazzling highlights under the intense, dramatic overhead lighting. The high-contrast light and shadows of its spiral shell, each delicate growth pattern and tiny indentation, are dramatically magnified, and deep shadows define its three-dimensional geometry, imbuing it with a sculptural quality. The image is captured in Richard Avedon's signature black-and-white portraiture style, with virtually no grayscale transitions between pure white and deep black. The snail casts a sharp, inky shadow against the pure white surface, creating a visual impact that is both biologically fragile and graphicly powerful.", + "seed": 27253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_13/index_4255_seed_27253_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3976857654750347, + "vlm_logprob": -0.3976857654750347, + "vlm_yes_no_margin": 1.250000011920929, + "vlm_token_credit": -0.3976857654750347, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.058104533702135086 + ], + "opposite_logprob_tokens": [ + -2.9331045150756836 + ], + "logprob_reward": -0.058104533702135086, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.058104533702135086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09196536988019943, + 0.055529624223709106, + 0.04707997292280197, + 0.02508901059627533, + 0.5515083074569702, + 0.030794674530625343, + 0.05830686539411545, + 0.04595658555626869, + 0.026286007836461067, + 0.0674835741519928 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.058104533702135086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062088169157505035 + ], + "opposite_logprob_tokens": [ + -2.8120882511138916 + ], + "logprob_reward": -0.062088169157505035, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062088169157505035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07297380268573761, + 0.09848078340291977, + 0.031249959021806717, + 0.02089625783264637, + 0.34708231687545776, + 0.08701813220977783, + 0.07909759134054184, + 0.13124024868011475, + 0.050774652510881424, + 0.0811862125992775 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.062088169157505035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261641263961792 + ], + "opposite_logprob_tokens": [ + -0.5761641263961792 + ], + "logprob_reward": -0.8261641263961792, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261641263961792, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07960154861211777, + 0.08556409180164337, + 0.08426186442375183, + 0.023107243701815605, + 0.2418813556432724, + 0.05994392931461334, + 0.12641474604606628, + 0.10439781844615936, + 0.12825387716293335, + 0.06657351553440094 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.8261641263961792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933763027191162 + ], + "opposite_logprob_tokens": [ + -0.6933763027191162 + ], + "logprob_reward": -0.6933763027191162, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933763027191162, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1075686365365982, + 0.12099077552556992, + 0.06972840428352356, + 0.04580983892083168, + 0.16841749846935272, + 0.11370916664600372, + 0.09890663623809814, + 0.06476081162691116, + 0.054014477878808975, + 0.15609370172023773 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.6933763027191162 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail shown in a vertical, downward-focused macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinitely stretching, flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's body coated in shimmering mucus reflecting dazzling highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in a high-contrast black-and-white style with virtually no grayscale transitions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the snail cast a sharp, inky shadow against the white surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34869569540023804 + ], + "opposite_logprob_tokens": [ + -1.2236957550048828 + ], + "logprob_reward": -0.34869569540023804, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34869569540023804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028979437425732613, + 0.016792746260762215, + 0.02961004339158535, + 0.025674594566226006, + 0.15360090136528015, + 0.03589554503560066, + 0.014942060224711895, + 0.017130324617028236, + 0.36941292881965637, + 0.30796146392822266 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.34869569540023804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_14/index_tensor([6476, 6476])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_14/index_tensor([6476, 6476])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5da7e9172f3359a51e1f591ab4432334fc023cec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_14/index_tensor([6476, 6476])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, slowly and steadily advances, drawing the viewer's gaze into a dimly lit, quaint bedroom. A thin, worried-looking young strategist, his long, dark hair simply tied back with a wooden hairpin, leans over a sickbed. He wears a dark gray, rough cotton and linen robe, the sleeves carefully rolled up to the elbows, revealing his bony arms. On the bed, an elderly man with a haggard face and sparse white hair lies, his eyes closed, covered by a thick, old quilt, breathing shallowly. The strategist cautiously extends his right hand and gently places his index and middle fingers on the man's bony wrist, intensely feeling the faint beat of his pulse. His furrowed brow and tightly pursed lips convey a profound sense of worry and concentration. The sole illumination comes from a flickering oil lamp by the bedside, its dim glow casting deep shadows on his thin face, creating a striking contrast between light and dark. The entire scene is blanketed in a thick, cinematic layer of film grain and high noise, imparting a distinctly retro feel. Meanwhile, the sharpened pixels precisely capture every subtle movement and concerned expression, creating an atmosphere of solemnity, tension, and humane care.", + "seed": 4005, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_14/index_6476_seed_4005_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04386730622500181, + "vlm_logprob": -0.04386730622500181, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04386730622500181, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03497757762670517 + ], + "opposite_logprob_tokens": [ + -3.534977674484253 + ], + "logprob_reward": -0.03497757762670517, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03497757762670517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.317882776260376, + 0.05638542398810387, + 0.052751291543245316, + 0.04539589211344719, + 0.13085858523845673, + 0.044674258679151535, + 0.05515157803893089, + 0.09173108637332916, + 0.1585841327905655, + 0.046584971249103546 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.03497757762670517 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700523853302002 + ], + "opposite_logprob_tokens": [ + -2.6950523853302 + ], + "logprob_reward": -0.0700523853302002, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700523853302002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16983026266098022, + 0.08597904443740845, + 0.052894800901412964, + 0.045991696417331696, + 0.06322260946035385, + 0.04050319641828537, + 0.06359849125146866, + 0.12047441303730011, + 0.24611064791679382, + 0.11139485239982605 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0700523853302002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108358334749937 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.01108358334749937, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108358334749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2442421019077301, + 0.09772396087646484, + 0.06038632616400719, + 0.04721888154745102, + 0.05883168801665306, + 0.07015905529260635, + 0.06164820119738579, + 0.07670359313488007, + 0.1824730783700943, + 0.10061308741569519 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.01108358334749937 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902016282081604 + ], + "opposite_logprob_tokens": [ + -2.464020252227783 + ], + "logprob_reward": -0.08902016282081604, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902016282081604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13982106745243073, + 0.10025542229413986, + 0.048575349152088165, + 0.037546560168266296, + 0.06701420247554779, + 0.05589720979332924, + 0.05430825799703598, + 0.09790397435426712, + 0.26851531863212585, + 0.13016264140605927 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.08902016282081604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202821999788284 + ], + "opposite_logprob_tokens": [ + -4.26420259475708 + ], + "logprob_reward": -0.014202821999788284, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202821999788284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13028761744499207, + 0.12133187800645828, + 0.03664077818393707, + 0.04180455952882767, + 0.09001648426055908, + 0.044131334871053696, + 0.12351026386022568, + 0.05152345076203346, + 0.15779030323028564, + 0.20296329259872437 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.014202821999788284 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, slowly and steadily advances, drawing the viewer's gaze into a dimly lit, quaint bedroom. A thin, worried-looking young strategist, his long, dark hair simply tied back with a wooden hairpin, leans over a sickbed. He wears a dark gray, rough cotton and linen robe, the sleeves carefully rolled up to the elbows, revealing his bony arms. On the bed, an elderly man with a haggard face and sparse white hair lies, his eyes closed, covered by a thick, old quilt, breathing shallowly. The strategist cautiously extends his right hand and gently places his index and middle fingers on the man's bony wrist, intensely feeling the faint beat of his pulse. His furrowed brow and tightly pursed lips convey a profound sense of worry and concentration. The sole illumination comes from a flickering oil lamp by the bedside, its dim glow casting deep shadows on his thin face, creating a striking contrast between light and dark. The entire scene is blanketed in a thick, cinematic layer of film grain and high noise, imparting a distinctly retro feel. Meanwhile, the sharpened pixels precisely capture every subtle movement and concerned expression, creating an atmosphere of solemnity, tension, and humane care.", + "seed": 4006, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_14/index_6476_seed_4006_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06894886810332537, + "vlm_logprob": -0.06894886810332537, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.06894886810332537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040643639862537384 + ], + "opposite_logprob_tokens": [ + -3.5406436920166016 + ], + "logprob_reward": -0.040643639862537384, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.040643639862537384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21982461214065552, + 0.07859648019075394, + 0.06776701658964157, + 0.029947983101010323, + 0.07245557755231857, + 0.12521381676197052, + 0.1986512839794159, + 0.08880500495433807, + 0.02982860431075096, + 0.08890969306230545 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.040643639862537384 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040374338626862 + ], + "opposite_logprob_tokens": [ + -1.9104037284851074 + ], + "logprob_reward": -0.16040374338626862, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040374338626862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24448741972446442, + 0.14738599956035614, + 0.05978934466838837, + 0.05264457315206528, + 0.0715523287653923, + 0.09695743769407272, + 0.10696209967136383, + 0.08942992985248566, + 0.05034947767853737, + 0.08044139295816422 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.16040374338626862 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201351165771484 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.018201351165771484, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018201351165771484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16264566779136658, + 0.12199711799621582, + 0.07043548673391342, + 0.058625686913728714, + 0.05212583392858505, + 0.1761460155248642, + 0.09472975879907608, + 0.13015367090702057, + 0.05823548138141632, + 0.07490520924329758 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.018201351165771484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294341832399368 + ], + "opposite_logprob_tokens": [ + -2.237943410873413 + ], + "logprob_reward": -0.11294341832399368, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294341832399368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21574357151985168, + 0.11783958226442337, + 0.09596676379442215, + 0.08915530145168304, + 0.10524087399244308, + 0.11180882900953293, + 0.0819670557975769, + 0.059416264295578, + 0.0367206409573555, + 0.08614110201597214 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.11294341832399368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552187778055668 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.012552187778055668, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552187778055668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1882638931274414, + 0.06275181472301483, + 0.05511793866753578, + 0.060260672122240067, + 0.08038228005170822, + 0.10129807889461517, + 0.25305798649787903, + 0.10861213505268097, + 0.04822460934519768, + 0.04203057289123535 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.012552187778055668 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, slowly and steadily advances, drawing the viewer's gaze into a dimly lit, quaint bedroom. A thin, worried-looking young strategist, his long, dark hair simply tied back with a wooden hairpin, leans over a sickbed. He wears a dark gray, rough cotton and linen robe, the sleeves carefully rolled up to the elbows, revealing his bony arms. On the bed, an elderly man with a haggard face and sparse white hair lies, his eyes closed, covered by a thick, old quilt, breathing shallowly. The strategist cautiously extends his right hand and gently places his index and middle fingers on the man's bony wrist, intensely feeling the faint beat of his pulse. His furrowed brow and tightly pursed lips convey a profound sense of worry and concentration. The sole illumination comes from a flickering oil lamp by the bedside, its dim glow casting deep shadows on his thin face, creating a striking contrast between light and dark. The entire scene is blanketed in a thick, cinematic layer of film grain and high noise, imparting a distinctly retro feel. Meanwhile, the sharpened pixels precisely capture every subtle movement and concerned expression, creating an atmosphere of solemnity, tension, and humane care.", + "seed": 4007, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_14/index_6476_seed_4007_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07704825261607766, + "vlm_logprob": -0.07704825261607766, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.07704825261607766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19796277582645416 + ], + "opposite_logprob_tokens": [ + -1.822962760925293 + ], + "logprob_reward": -0.19796277582645416, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19796277582645416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41170424222946167, + 0.1326490044593811, + 0.10086514055728912, + 0.04108130931854248, + 0.0605546310544014, + 0.05989045277237892, + 0.1088477075099945, + 0.01905600167810917, + 0.024834439158439636, + 0.040516987442970276 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.19796277582645416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901731133460999 + ], + "opposite_logprob_tokens": [ + -2.579017400741577 + ], + "logprob_reward": -0.07901731133460999, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901731133460999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38463637232780457, + 0.1783285140991211, + 0.05909914895892143, + 0.03580806776881218, + 0.09686452895402908, + 0.045468028634786606, + 0.03132378309965134, + 0.05920279398560524, + 0.042864106595516205, + 0.06640463322401047 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.07901731133460999 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639812279492617 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639812279492617, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639812279492617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2604452073574066, + 0.1244186982512474, + 0.04562515392899513, + 0.04951104149222374, + 0.28399085998535156, + 0.06974757462739944, + 0.0439777597784996, + 0.03666070103645325, + 0.034562576562166214, + 0.05106043443083763 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.004639812279492617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048653073608875275 + ], + "opposite_logprob_tokens": [ + -3.0486531257629395 + ], + "logprob_reward": -0.048653073608875275, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048653073608875275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40881815552711487, + 0.17431505024433136, + 0.047639425843954086, + 0.04528392478823662, + 0.09262710809707642, + 0.05951198190450668, + 0.05157607048749924, + 0.03980390727519989, + 0.02622363157570362, + 0.05420080944895744 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.048653073608875275 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496829003095627 + ], + "opposite_logprob_tokens": [ + -2.9299683570861816 + ], + "logprob_reward": -0.05496829003095627, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496829003095627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19379326701164246, + 0.12890315055847168, + 0.15691456198692322, + 0.04717370495200157, + 0.1883152574300766, + 0.06286956369876862, + 0.060107287019491196, + 0.05322707071900368, + 0.054718535393476486, + 0.053977593779563904 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.05496829003095627 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, slowly and steadily advances, drawing the viewer's gaze into a dimly lit, quaint bedroom. A thin, worried-looking young strategist, his long, dark hair simply tied back with a wooden hairpin, leans over a sickbed. He wears a dark gray, rough cotton and linen robe, the sleeves carefully rolled up to the elbows, revealing his bony arms. On the bed, an elderly man with a haggard face and sparse white hair lies, his eyes closed, covered by a thick, old quilt, breathing shallowly. The strategist cautiously extends his right hand and gently places his index and middle fingers on the man's bony wrist, intensely feeling the faint beat of his pulse. His furrowed brow and tightly pursed lips convey a profound sense of worry and concentration. The sole illumination comes from a flickering oil lamp by the bedside, its dim glow casting deep shadows on his thin face, creating a striking contrast between light and dark. The entire scene is blanketed in a thick, cinematic layer of film grain and high noise, imparting a distinctly retro feel. Meanwhile, the sharpened pixels precisely capture every subtle movement and concerned expression, creating an atmosphere of solemnity, tension, and humane care.", + "seed": 4008, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_14/index_6476_seed_4008_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04119988176971674, + "vlm_logprob": -0.04119988176971674, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04119988176971674, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03460938483476639 + ], + "opposite_logprob_tokens": [ + -3.909609317779541 + ], + "logprob_reward": -0.03460938483476639, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.03460938483476639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18243905901908875, + 0.12861484289169312, + 0.15671591460704803, + 0.11825214326381683, + 0.0744929239153862, + 0.04286319389939308, + 0.10395398736000061, + 0.10088962316513062, + 0.04953785985708237, + 0.0422404408454895 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03460938483476639 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902799546718597 + ], + "opposite_logprob_tokens": [ + -2.5790278911590576 + ], + "logprob_reward": -0.07902799546718597, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902799546718597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18762385845184326, + 0.1387663185596466, + 0.08578410744667053, + 0.19160635769367218, + 0.05666592717170715, + 0.0489906445145607, + 0.08839371055364609, + 0.08251970261335373, + 0.07108871638774872, + 0.04856061935424805 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.07902799546718597 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552187778055668 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.012552187778055668, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552187778055668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14667831361293793, + 0.1466285139322281, + 0.13050617277622223, + 0.17982645332813263, + 0.05338773876428604, + 0.12218809127807617, + 0.06122276559472084, + 0.07391785830259323, + 0.04322190210223198, + 0.042422112077474594 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.012552187778055668 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001792639493942 + ], + "opposite_logprob_tokens": [ + -2.6950178146362305 + ], + "logprob_reward": -0.07001792639493942, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001792639493942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14693374931812286, + 0.09444992989301682, + 0.06512631475925446, + 0.17046479880809784, + 0.053976643830537796, + 0.03451048210263252, + 0.14084607362747192, + 0.20680071413516998, + 0.050250343978405, + 0.036640897393226624 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.07001792639493942 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dimly lit, quaint bedroom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young strategist with long dark hair tied back by a wooden hairpin leaning over a sickbed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man with sparse white hair lying on the bed under a thick old quilt with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the strategist extend his right hand to place his index and middle fingers on the elderly man's wrist to feel the pulse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a flickering oil lamp with a thick layer of film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791914373636246 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.009791914373636246, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791914373636246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09562469273805618, + 0.08311478793621063, + 0.05239778012037277, + 0.038390543311834335, + 0.05639445781707764, + 0.10949080437421799, + 0.16954386234283447, + 0.26555755734443665, + 0.022400546818971634, + 0.10708490014076233 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.009791914373636246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_7/index_tensor([9612, 9612])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_7/index_tensor([9612, 9612])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..353ab2ea8d769aeef39f03e11c8aa349d0a75890 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_7/index_tensor([9612, 9612])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "horizontal medium shot, captured from a personal perspective and with a slight handheld shakiness, resembles an everyday snapshot of friends, capturing a moment in everyday life. At the center of the frame is a young Asian woman, dressed in a Japanese school uniform consisting of a crisp white short-sleeved shirt and a dark gray pleated skirt. The dark blue bow at the collar adds a touch of elegance. Her long, straight, raven hair falls casually over her shoulders as she interacts cheerfully with friends off-screen. Golden evening sunlight slants through the large floor-to-ceiling windows of a modern urban apartment, casting a soft glow over the warm-toned room. Beyond the windows, a city silhouette rises. She seems to burst into laughter at a joke, leaning forward slightly, her eyes crescent-shaped, her face a brilliant, unreserved smile, revealing her perfectly white teeth. This warm light perfectly illuminates her youthful features, accentuating their healthy blush and lively expression. The scene, set against the beige sofa and solid wood furniture, exudes a warm, cozy, and youthful atmosphere of everyday joy.", + "seed": 1509, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_7/index_9612_seed_1509_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.060022424161434176, + "vlm_logprob": -0.060022424161434176, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.060022424161434176, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04713889956474304 + ], + "opposite_logprob_tokens": [ + -3.1721389293670654 + ], + "logprob_reward": -0.04713889956474304, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04713889956474304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1869743913412094, + 0.21981993317604065, + 0.0698670744895935, + 0.06980884075164795, + 0.0843740850687027, + 0.06646185368299484, + 0.057586148381233215, + 0.08529055118560791, + 0.10703776031732559, + 0.05277940630912781 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.04713889956474304 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032854229211807 + ], + "opposite_logprob_tokens": [ + -2.3503284454345703 + ], + "logprob_reward": -0.10032854229211807, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032854229211807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1708350032567978, + 0.20390039682388306, + 0.1305600255727768, + 0.06213463470339775, + 0.08212140947580338, + 0.022070420905947685, + 0.02452845126390457, + 0.03275946155190468, + 0.14889685809612274, + 0.12219327688217163 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.10032854229211807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058931440114975 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058931440114975, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058931440114975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12601755559444427, + 0.25483638048171997, + 0.041738416999578476, + 0.03506594896316528, + 0.06474506109952927, + 0.04271840676665306, + 0.02024484984576702, + 0.09732011705636978, + 0.11162997037172318, + 0.20568330585956573 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.02058931440114975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001537084579468 + ], + "opposite_logprob_tokens": [ + -2.6950154304504395 + ], + "logprob_reward": -0.07001537084579468, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001537084579468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26902908086776733, + 0.07262471318244934, + 0.17310000956058502, + 0.06527182459831238, + 0.06640997529029846, + 0.14666152000427246, + 0.042743947356939316, + 0.04368874058127403, + 0.09039875864982605, + 0.03007134236395359 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.07001537084579468 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062039993703365326 + ], + "opposite_logprob_tokens": [ + -2.812040090560913 + ], + "logprob_reward": -0.062039993703365326, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062039993703365326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07881315797567368, + 0.08480805158615112, + 0.08311162143945694, + 0.1290266364812851, + 0.17589859664440155, + 0.06741038709878922, + 0.039000965654850006, + 0.19835342466831207, + 0.08359847217798233, + 0.05997864902019501 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.062039993703365326 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal medium shot, captured from a personal perspective and with a slight handheld shakiness, resembles an everyday snapshot of friends, capturing a moment in everyday life. At the center of the frame is a young Asian woman, dressed in a Japanese school uniform consisting of a crisp white short-sleeved shirt and a dark gray pleated skirt. The dark blue bow at the collar adds a touch of elegance. Her long, straight, raven hair falls casually over her shoulders as she interacts cheerfully with friends off-screen. Golden evening sunlight slants through the large floor-to-ceiling windows of a modern urban apartment, casting a soft glow over the warm-toned room. Beyond the windows, a city silhouette rises. She seems to burst into laughter at a joke, leaning forward slightly, her eyes crescent-shaped, her face a brilliant, unreserved smile, revealing her perfectly white teeth. This warm light perfectly illuminates her youthful features, accentuating their healthy blush and lively expression. The scene, set against the beige sofa and solid wood furniture, exudes a warm, cozy, and youthful atmosphere of everyday joy.", + "seed": 1510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_7/index_9612_seed_1510_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05482575781643391, + "vlm_logprob": -0.05482575781643391, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.05482575781643391, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05904611200094223 + ], + "opposite_logprob_tokens": [ + -2.9340460300445557 + ], + "logprob_reward": -0.05904611200094223, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05904611200094223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14938512444496155, + 0.04552140831947327, + 0.09732417017221451, + 0.0728386715054512, + 0.030170602723956108, + 0.05327705293893814, + 0.09595122188329697, + 0.07691258192062378, + 0.23609355092048645, + 0.1425255835056305 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.05904611200094223 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330123446881771 + ], + "opposite_logprob_tokens": [ + -3.773301124572754 + ], + "logprob_reward": -0.02330123446881771, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330123446881771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13050313293933868, + 0.2276286631822586, + 0.20523878931999207, + 0.127294659614563, + 0.04625062271952629, + 0.04649106413125992, + 0.024701084941625595, + 0.06897544115781784, + 0.05683397874236107, + 0.06608257442712784 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.02330123446881771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786602109670639 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786602109670639, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786602109670639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06871947646141052, + 0.15085656940937042, + 0.12770165503025055, + 0.04828965291380882, + 0.0658351331949234, + 0.04914966970682144, + 0.09241916984319687, + 0.09671638160943985, + 0.10147091746330261, + 0.1988414227962494 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.009786602109670639 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704437971115112 + ], + "opposite_logprob_tokens": [ + -2.127044439315796 + ], + "logprob_reward": -0.12704437971115112, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704437971115112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2416568249464035, + 0.07607580721378326, + 0.13170383870601654, + 0.05653584003448486, + 0.17624397575855255, + 0.15983827412128448, + 0.025780757889151573, + 0.029878001660108566, + 0.05723471939563751, + 0.04505192115902901 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.12704437971115112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495046079158783 + ], + "opposite_logprob_tokens": [ + -2.929950475692749 + ], + "logprob_reward": -0.05495046079158783, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495046079158783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09171128273010254, + 0.0668942928314209, + 0.08658567816019058, + 0.10686354339122772, + 0.24374455213546753, + 0.02277999557554722, + 0.04525470361113548, + 0.022452691569924355, + 0.04069805145263672, + 0.27301520109176636 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.05495046079158783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal medium shot, captured from a personal perspective and with a slight handheld shakiness, resembles an everyday snapshot of friends, capturing a moment in everyday life. At the center of the frame is a young Asian woman, dressed in a Japanese school uniform consisting of a crisp white short-sleeved shirt and a dark gray pleated skirt. The dark blue bow at the collar adds a touch of elegance. Her long, straight, raven hair falls casually over her shoulders as she interacts cheerfully with friends off-screen. Golden evening sunlight slants through the large floor-to-ceiling windows of a modern urban apartment, casting a soft glow over the warm-toned room. Beyond the windows, a city silhouette rises. She seems to burst into laughter at a joke, leaning forward slightly, her eyes crescent-shaped, her face a brilliant, unreserved smile, revealing her perfectly white teeth. This warm light perfectly illuminates her youthful features, accentuating their healthy blush and lively expression. The scene, set against the beige sofa and solid wood furniture, exudes a warm, cozy, and youthful atmosphere of everyday joy.", + "seed": 1511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_7/index_9612_seed_1511_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04127538930624723, + "vlm_logprob": -0.04127538930624723, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.04127538930624723, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05853253975510597 + ], + "opposite_logprob_tokens": [ + -2.933532476425171 + ], + "logprob_reward": -0.05853253975510597, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05853253975510597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4152258336544037, + 0.03229175880551338, + 0.024220850318670273, + 0.053236741572618484, + 0.33699339628219604, + 0.029884696006774902, + 0.03127206116914749, + 0.010605921037495136, + 0.02405918762087822, + 0.04220959544181824 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.05853253975510597 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589079707860947 + ], + "opposite_logprob_tokens": [ + -3.8955891132354736 + ], + "logprob_reward": -0.020589079707860947, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589079707860947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28223106265068054, + 0.07552362233400345, + 0.05370974540710449, + 0.14779838919639587, + 0.28260770440101624, + 0.03872690722346306, + 0.023305993527173996, + 0.03595498204231262, + 0.025041921064257622, + 0.03509971499443054 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.020589079707860947 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195299707353115 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195299707353115, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195299707353115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21915939450263977, + 0.06855086982250214, + 0.07287980616092682, + 0.16805106401443481, + 0.2311421036720276, + 0.061045050621032715, + 0.03053942881524563, + 0.024050617590546608, + 0.07721108943223953, + 0.047370560467243195 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.014195299707353115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043052323162555695 + ], + "opposite_logprob_tokens": [ + -3.1680524349212646 + ], + "logprob_reward": -0.043052323162555695, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043052323162555695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2253073900938034, + 0.04584162309765816, + 0.051410410553216934, + 0.1685677319765091, + 0.1799532026052475, + 0.11645190417766571, + 0.027659548446536064, + 0.12128747999668121, + 0.0428294874727726, + 0.02069121040403843 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.043052323162555695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000770419836044 + ], + "opposite_logprob_tokens": [ + -2.695007801055908 + ], + "logprob_reward": -0.07000770419836044, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000770419836044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31531617045402527, + 0.03824819624423981, + 0.034277670085430145, + 0.06785427033901215, + 0.3569493293762207, + 0.08443227410316467, + 0.01620752550661564, + 0.01385939959436655, + 0.028880061581730843, + 0.04397505894303322 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.07000770419836044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "horizontal medium shot, captured from a personal perspective and with a slight handheld shakiness, resembles an everyday snapshot of friends, capturing a moment in everyday life. At the center of the frame is a young Asian woman, dressed in a Japanese school uniform consisting of a crisp white short-sleeved shirt and a dark gray pleated skirt. The dark blue bow at the collar adds a touch of elegance. Her long, straight, raven hair falls casually over her shoulders as she interacts cheerfully with friends off-screen. Golden evening sunlight slants through the large floor-to-ceiling windows of a modern urban apartment, casting a soft glow over the warm-toned room. Beyond the windows, a city silhouette rises. She seems to burst into laughter at a joke, leaning forward slightly, her eyes crescent-shaped, her face a brilliant, unreserved smile, revealing her perfectly white teeth. This warm light perfectly illuminates her youthful features, accentuating their healthy blush and lively expression. The scene, set against the beige sofa and solid wood furniture, exudes a warm, cozy, and youthful atmosphere of everyday joy.", + "seed": 1512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_7/index_9612_seed_1512_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0849122098647058, + "vlm_logprob": -0.0849122098647058, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.0849122098647058, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06722153723239899 + ], + "opposite_logprob_tokens": [ + -2.8172216415405273 + ], + "logprob_reward": -0.06722153723239899, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06722153723239899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27706247568130493, + 0.022156894207000732, + 0.022166110575199127, + 0.028704475611448288, + 0.040059030055999756, + 0.3957591950893402, + 0.026131948456168175, + 0.024622494354844093, + 0.013364416547119617, + 0.14997299015522003 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.06722153723239899 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004204392433167 + ], + "opposite_logprob_tokens": [ + -2.695042133331299 + ], + "logprob_reward": -0.07004204392433167, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004204392433167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2602449059486389, + 0.048872724175453186, + 0.016536956652998924, + 0.017046982422471046, + 0.18520337343215942, + 0.11683396995067596, + 0.01994924061000347, + 0.024842767044901848, + 0.027591852471232414, + 0.28287723660469055 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.07004204392433167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740096490830183 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006740096490830183, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740096490830183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39704421162605286, + 0.032174743711948395, + 0.03659970313310623, + 0.021740730851888657, + 0.17365595698356628, + 0.10363087058067322, + 0.024500446394085884, + 0.029161280021071434, + 0.0217179823666811, + 0.1597740203142166 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.006740096490830183 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158115029335022 + ], + "opposite_logprob_tokens": [ + -1.7015811204910278 + ], + "logprob_reward": -0.20158115029335022, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158115029335022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4310028553009033, + 0.019392073154449463, + 0.01081910077482462, + 0.011077082715928555, + 0.07365655899047852, + 0.30553102493286133, + 0.0670916736125946, + 0.03824704885482788, + 0.009070215746760368, + 0.034112364053726196 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.20158115029335022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a horizontal medium shot with a slight handheld shakiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a young Asian woman wearing a white short-sleeved shirt and a dark gray pleated skirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman have long, straight, raven hair and a dark blue bow at her collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a modern urban apartment with large floor-to-ceiling windows showing a city silhouette outside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman shown laughing cheerfully with a bright smile and crescent-shaped eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897622138261795 + ], + "opposite_logprob_tokens": [ + -2.5789761543273926 + ], + "logprob_reward": -0.07897622138261795, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897622138261795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3652955889701843, + 0.017047731205821037, + 0.05248095840215683, + 0.04385638236999512, + 0.22559477388858795, + 0.14551565051078796, + 0.01033747848123312, + 0.017572034150362015, + 0.03285907953977585, + 0.08944038301706314 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.07897622138261795 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_9/index_tensor([1614, 1614])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_9/index_tensor([1614, 1614])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..90d91cef7de6c74a5601fc68f4bb2dfa4fae7429 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_9/index_tensor([1614, 1614])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle macro shot tracks fluidly from left to right, following the miniature figure of a man as he walks purposefully across the expansive, richly textured landscape of a dark oak table. The plastic figure is dressed in a sharp, dark gray suit with a small, painted white collar and a red tie. He clutches a small black briefcase in his right hand, his posture erect and his painted features exuding unwavering determination. The deep, swirling grain of the wood forms a terrain of tiny hills and valleys beneath his feet, while the monolithic shapes of a silver laptop and a ceramic mug in the deeply blurred background create a distant, out-of-focus skyline. He advances steadily and deliberately, his tiny plastic legs moving in a rhythmic, mechanical gait, suggesting an unstoppable forward momentum. The warm golden glow of an off-camera desk lamp casts long, dramatic shadows behind him, highlighting every subtle ridge in the wood's surface and creating a focused, slightly surreal atmosphere, transforming the mundane tabletop into an epic stage for a solitary and determined journey.", + "seed": 22051, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_9/index_1614_seed_22051_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11591295711696148, + "vlm_logprob": -0.11591295711696148, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.11591295711696148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06558319181203842 + ], + "opposite_logprob_tokens": [ + -3.8155832290649414 + ], + "logprob_reward": -0.06558319181203842, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.06558319181203842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18338696658611298, + 0.03808096423745155, + 0.13676908612251282, + 0.14231397211551666, + 0.05998465046286583, + 0.08316043764352798, + 0.12287111580371857, + 0.037390705198049545, + 0.09364975988864899, + 0.10239233821630478 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.06558319181203842 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281360387802124 + ], + "opposite_logprob_tokens": [ + -1.406360387802124 + ], + "logprob_reward": -0.281360387802124, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281360387802124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06822572648525238, + 0.02537441812455654, + 0.03751809522509575, + 0.024443313479423523, + 0.012640638276934624, + 0.02879234403371811, + 0.04815845936536789, + 0.09147968888282776, + 0.22182931005954742, + 0.4415380358695984 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.281360387802124 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026371391490101814 + ], + "opposite_logprob_tokens": [ + -3.651371479034424 + ], + "logprob_reward": -0.026371391490101814, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026371391490101814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12918336689472198, + 0.057197365909814835, + 0.0638241395354271, + 0.044740647077560425, + 0.05743592604994774, + 0.04319838806986809, + 0.05472350865602493, + 0.05185626074671745, + 0.0831717699766159, + 0.4146686792373657 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.026371391490101814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990559339523315 + ], + "opposite_logprob_tokens": [ + -1.804905652999878 + ], + "logprob_reward": -0.17990559339523315, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990559339523315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20687377452850342, + 0.05350328981876373, + 0.11051344871520996, + 0.06367093324661255, + 0.11780555546283722, + 0.06986049562692642, + 0.04764674976468086, + 0.06568960845470428, + 0.10899045318365097, + 0.15544570982456207 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.17990559339523315 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344221085309982 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344221085309982, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344221085309982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5003113746643066, + 0.025711985304951668, + 0.07479195296764374, + 0.03484656661748886, + 0.09848513454198837, + 0.03951273486018181, + 0.03458242490887642, + 0.09482748061418533, + 0.051722925156354904, + 0.04520740360021591 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.026344221085309982 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle macro shot tracks fluidly from left to right, following the miniature figure of a man as he walks purposefully across the expansive, richly textured landscape of a dark oak table. The plastic figure is dressed in a sharp, dark gray suit with a small, painted white collar and a red tie. He clutches a small black briefcase in his right hand, his posture erect and his painted features exuding unwavering determination. The deep, swirling grain of the wood forms a terrain of tiny hills and valleys beneath his feet, while the monolithic shapes of a silver laptop and a ceramic mug in the deeply blurred background create a distant, out-of-focus skyline. He advances steadily and deliberately, his tiny plastic legs moving in a rhythmic, mechanical gait, suggesting an unstoppable forward momentum. The warm golden glow of an off-camera desk lamp casts long, dramatic shadows behind him, highlighting every subtle ridge in the wood's surface and creating a focused, slightly surreal atmosphere, transforming the mundane tabletop into an epic stage for a solitary and determined journey.", + "seed": 22052, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_9/index_1614_seed_22052_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21905814334750176, + "vlm_logprob": -0.21905814334750176, + "vlm_yes_no_margin": 1.725, + "vlm_token_credit": -0.21905814334750176, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18554864823818207 + ], + "opposite_logprob_tokens": [ + -2.3105485439300537 + ], + "logprob_reward": -0.18554864823818207, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.18554864823818207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10055571794509888, + 0.06575262546539307, + 0.06497623771429062, + 0.10283789038658142, + 0.07051178812980652, + 0.17677856981754303, + 0.19305731356143951, + 0.050085220485925674, + 0.14057402312755585, + 0.03487053140997887 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.18554864823818207 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38716423511505127 + ], + "opposite_logprob_tokens": [ + -1.1371642351150513 + ], + "logprob_reward": -0.38716423511505127, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38716423511505127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06788156926631927, + 0.316568523645401, + 0.11982078105211258, + 0.12838593125343323, + 0.06245439872145653, + 0.09227124601602554, + 0.07691176980733871, + 0.03209814801812172, + 0.054664138704538345, + 0.04894348978996277 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.38716423511505127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869906231760979 + ], + "opposite_logprob_tokens": [ + -3.048699140548706 + ], + "logprob_reward": -0.04869906231760979, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869906231760979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07851483672857285, + 0.384870707988739, + 0.1458635926246643, + 0.042574264109134674, + 0.044166479259729385, + 0.07982698082923889, + 0.04614141210913658, + 0.11808492243289948, + 0.03727051243185997, + 0.02268637716770172 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.04869906231760979 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041278839111328 + ], + "opposite_logprob_tokens": [ + -1.9104127883911133 + ], + "logprob_reward": -0.16041278839111328, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041278839111328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048632942140102386, + 0.45581790804862976, + 0.05860844627022743, + 0.039016179740428925, + 0.12648627161979675, + 0.0446704737842083, + 0.05888775736093521, + 0.11858927458524704, + 0.023767627775669098, + 0.02552315965294838 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.16041278839111328 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346598267555237 + ], + "opposite_logprob_tokens": [ + -1.31346595287323 + ], + "logprob_reward": -0.31346598267555237, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346598267555237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15332616865634918, + 0.13874956965446472, + 0.08135294914245605, + 0.19908854365348816, + 0.07930845767259598, + 0.07834020256996155, + 0.12175707519054413, + 0.09025838971138, + 0.03418653458356857, + 0.023632114753127098 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.31346598267555237 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle macro shot tracks fluidly from left to right, following the miniature figure of a man as he walks purposefully across the expansive, richly textured landscape of a dark oak table. The plastic figure is dressed in a sharp, dark gray suit with a small, painted white collar and a red tie. He clutches a small black briefcase in his right hand, his posture erect and his painted features exuding unwavering determination. The deep, swirling grain of the wood forms a terrain of tiny hills and valleys beneath his feet, while the monolithic shapes of a silver laptop and a ceramic mug in the deeply blurred background create a distant, out-of-focus skyline. He advances steadily and deliberately, his tiny plastic legs moving in a rhythmic, mechanical gait, suggesting an unstoppable forward momentum. The warm golden glow of an off-camera desk lamp casts long, dramatic shadows behind him, highlighting every subtle ridge in the wood's surface and creating a focused, slightly surreal atmosphere, transforming the mundane tabletop into an epic stage for a solitary and determined journey.", + "seed": 22053, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_9/index_1614_seed_22053_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10049566552042961, + "vlm_logprob": -0.10049566552042961, + "vlm_yes_no_margin": 2.624999976158142, + "vlm_token_credit": -0.10049566552042961, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15800732374191284 + ], + "opposite_logprob_tokens": [ + -2.4080073833465576 + ], + "logprob_reward": -0.15800732374191284, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.15800732374191284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08867885917425156, + 0.19814132153987885, + 0.033328358083963394, + 0.018398795276880264, + 0.14941588044166565, + 0.034063342958688736, + 0.05439745634794235, + 0.1946050077676773, + 0.12879034876823425, + 0.10018064826726913 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.15800732374191284 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710842490196228 + ], + "opposite_logprob_tokens": [ + -2.127108335494995 + ], + "logprob_reward": -0.12710842490196228, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12710842490196228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037742991000413895, + 0.1282469928264618, + 0.04220077767968178, + 0.0304111298173666, + 0.07656015455722809, + 0.08825485408306122, + 0.29643869400024414, + 0.11504465341567993, + 0.08018434047698975, + 0.10491539537906647 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.12710842490196228 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330053597688675 + ], + "opposite_logprob_tokens": [ + -3.7733006477355957 + ], + "logprob_reward": -0.02330053597688675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330053597688675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08416502177715302, + 0.2745875120162964, + 0.03918425366282463, + 0.022762993350625038, + 0.07866867631673813, + 0.054911140352487564, + 0.12922616302967072, + 0.1113836020231247, + 0.09418923407793045, + 0.11092142015695572 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.02330053597688675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603587567806244 + ], + "opposite_logprob_tokens": [ + -1.9103587865829468 + ], + "logprob_reward": -0.1603587567806244, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603587567806244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07049465924501419, + 0.1888047307729721, + 0.04321252927184105, + 0.044743895530700684, + 0.17313013970851898, + 0.022977778688073158, + 0.10369207710027695, + 0.09843670576810837, + 0.11565748602151871, + 0.13884998857975006 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.1603587567806244 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033703286200761795 + ], + "opposite_logprob_tokens": [ + -3.408703327178955 + ], + "logprob_reward": -0.033703286200761795, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033703286200761795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03170017525553703, + 0.4709535539150238, + 0.014175419695675373, + 0.007657171692699194, + 0.04178336635231972, + 0.17747914791107178, + 0.022703072056174278, + 0.052424512803554535, + 0.1338668316602707, + 0.047256678342819214 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.033703286200761795 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle macro shot tracks fluidly from left to right, following the miniature figure of a man as he walks purposefully across the expansive, richly textured landscape of a dark oak table. The plastic figure is dressed in a sharp, dark gray suit with a small, painted white collar and a red tie. He clutches a small black briefcase in his right hand, his posture erect and his painted features exuding unwavering determination. The deep, swirling grain of the wood forms a terrain of tiny hills and valleys beneath his feet, while the monolithic shapes of a silver laptop and a ceramic mug in the deeply blurred background create a distant, out-of-focus skyline. He advances steadily and deliberately, his tiny plastic legs moving in a rhythmic, mechanical gait, suggesting an unstoppable forward momentum. The warm golden glow of an off-camera desk lamp casts long, dramatic shadows behind him, highlighting every subtle ridge in the wood's surface and creating a focused, slightly surreal atmosphere, transforming the mundane tabletop into an epic stage for a solitary and determined journey.", + "seed": 22054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000035/group_9/index_1614_seed_22054_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09895399287343025, + "vlm_logprob": -0.09895399287343025, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.09895399287343025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1291234791278839 + ], + "opposite_logprob_tokens": [ + -2.7541234493255615 + ], + "logprob_reward": -0.1291234791278839, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.1291234791278839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02977772429585457, + 0.018884383141994476, + 0.02000337652862072, + 0.018680758774280548, + 0.031680647283792496, + 0.023653680458664894, + 0.5080652832984924, + 0.1187199205160141, + 0.041008323431015015, + 0.18952593207359314 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.1291234791278839 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209858879446983 + ], + "opposite_logprob_tokens": [ + -2.812098503112793 + ], + "logprob_reward": -0.06209858879446983, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209858879446983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03528067469596863, + 0.03272765502333641, + 0.007464113179594278, + 0.021243588998913765, + 0.02095382660627365, + 0.03710893541574478, + 0.3278149962425232, + 0.2804012894630432, + 0.057447005063295364, + 0.17955781519412994 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.06209858879446983 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306824266910553 + ], + "opposite_logprob_tokens": [ + -3.7733068466186523 + ], + "logprob_reward": -0.023306824266910553, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306824266910553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02864234894514084, + 0.023601941764354706, + 0.021442366763949394, + 0.006652382202446461, + 0.00932743027806282, + 0.013257431797683239, + 0.8041892051696777, + 0.03990160673856735, + 0.029172053560614586, + 0.023813264444470406 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.023306824266910553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990519106388092 + ], + "opposite_logprob_tokens": [ + -1.8049051761627197 + ], + "logprob_reward": -0.17990519106388092, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990519106388092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04507410153746605, + 0.0434722900390625, + 0.020683659240603447, + 0.023863939568400383, + 0.011402965523302555, + 0.053061120212078094, + 0.5753759145736694, + 0.08152078092098236, + 0.010771447792649269, + 0.13477373123168945 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.17990519106388092 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track fluidly from left to right following the figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a miniature plastic man wearing a dark gray suit with a white collar and red tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man clutching a small black briefcase in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background featuring a blurred silver laptop and ceramic mug?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033588111400604 + ], + "opposite_logprob_tokens": [ + -2.3503358364105225 + ], + "logprob_reward": -0.10033588111400604, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033588111400604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05548745021224022, + 0.016657041385769844, + 0.01384676992893219, + 0.008987240493297577, + 0.007158909924328327, + 0.03634437546133995, + 0.6157615780830383, + 0.14123022556304932, + 0.02353806607425213, + 0.080988310277462 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.10033588111400604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_0/index_tensor([2883, 2883])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_0/index_tensor([2883, 2883])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bf248c736a88120232887a4d907ad8e79204c903 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_0/index_tensor([2883, 2883])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot, shot entirely in soft focus, follows an elderly man laboriously pedaling a rusted tricycle. His face is covered in deep wrinkles, like the parched earth, and his sparse, graying hair is ruffled by the breeze. Clad in a washed-out blue Mao suit, he leans forward, almost resting his entire weight on the rusted handlebars. His pursed lips and the sweat on his forehead silently betray his hardship. The tricycle chugs along a muddy, rain-soaked country road, its narrow wheels sinking deeply into the sticky yellow mud. Each slow, heavy pedal pushes the wheels with difficulty, sending tiny specks of mud flying across the hems and sides of his dark trousers. The road is lined with withered grass and bare branches, and in the distance, vast, desolate fields stretch to a gloomy, gray skyline. The soft diffused skylight is evenly spread across the entire picture, weakening the color saturation and making the dark red of rust and the dark brown of soil the main tones of the picture. Through this hazy and poetic visual language, it creates a tenacious, lonely yet tranquil atmosphere full of life texture.", + "seed": 31728, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_0/index_2883_seed_31728_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2675856144167483, + "vlm_logprob": -0.2675856144167483, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.2675856144167483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.7153935432434082 + ], + "opposite_logprob_tokens": [ + -0.8403935432434082 + ], + "logprob_reward": -0.7153935432434082, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.7153935432434082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40632498264312744, + 0.03989487886428833, + 0.07852640748023987, + 0.08107306063175201, + 0.0195559523999691, + 0.04007783904671669, + 0.06355829536914825, + 0.19981935620307922, + 0.031711164861917496, + 0.03945808857679367 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.7153935432434082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762153267860413 + ], + "opposite_logprob_tokens": [ + -0.8262153267860413 + ], + "logprob_reward": -0.5762153267860413, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762153267860413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4585864245891571, + 0.024892205372452736, + 0.06868764758110046, + 0.029666583985090256, + 0.010468359105288982, + 0.040871329605579376, + 0.03125980123877525, + 0.1898067146539688, + 0.03682950139045715, + 0.10893142968416214 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.5762153267860413 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091128922998905 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091128922998905, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091128922998905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16794723272323608, + 0.03314150869846344, + 0.03789254650473595, + 0.15792235732078552, + 0.01720661297440529, + 0.04595920816063881, + 0.04627419263124466, + 0.4565286338329315, + 0.01696818880736828, + 0.020159445703029633 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.011091128922998905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033715736120939255 + ], + "opposite_logprob_tokens": [ + -3.4087157249450684 + ], + "logprob_reward": -0.033715736120939255, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033715736120939255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2315024882555008, + 0.02436975948512554, + 0.03278800845146179, + 0.09178726375102997, + 0.04124169796705246, + 0.03910986706614494, + 0.060149017721414566, + 0.3662848472595215, + 0.019574474543333054, + 0.09319251030683517 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.033715736120939255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015123370103538036 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015123370103538036, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015123370103538036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.303449809551239, + 0.02719728648662567, + 0.022504907101392746, + 0.030686695128679276, + 0.024587752297520638, + 0.05702277645468712, + 0.04837584123015404, + 0.42069780826568604, + 0.016498710960149765, + 0.048978425562381744 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0015123370103538036 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, shot entirely in soft focus, follows an elderly man laboriously pedaling a rusted tricycle. His face is covered in deep wrinkles, like the parched earth, and his sparse, graying hair is ruffled by the breeze. Clad in a washed-out blue Mao suit, he leans forward, almost resting his entire weight on the rusted handlebars. His pursed lips and the sweat on his forehead silently betray his hardship. The tricycle chugs along a muddy, rain-soaked country road, its narrow wheels sinking deeply into the sticky yellow mud. Each slow, heavy pedal pushes the wheels with difficulty, sending tiny specks of mud flying across the hems and sides of his dark trousers. The road is lined with withered grass and bare branches, and in the distance, vast, desolate fields stretch to a gloomy, gray skyline. The soft diffused skylight is evenly spread across the entire picture, weakening the color saturation and making the dark red of rust and the dark brown of soil the main tones of the picture. Through this hazy and poetic visual language, it creates a tenacious, lonely yet tranquil atmosphere full of life texture.", + "seed": 31729, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_0/index_2883_seed_31729_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2229152004350908, + "vlm_logprob": -0.2229152004350908, + "vlm_yes_no_margin": 3.125000011920929, + "vlm_token_credit": -0.2229152004350908, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5886194109916687 + ], + "opposite_logprob_tokens": [ + -1.0886194705963135 + ], + "logprob_reward": -0.5886194109916687, + "yes_no_margin_reward": 0.5000000596046448, + "token_credit_reward": -0.5886194109916687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3058963716030121, + 0.044416818767786026, + 0.11508449167013168, + 0.14878390729427338, + 0.030294332653284073, + 0.014586533419787884, + 0.05372414365410805, + 0.12800417840480804, + 0.1028556078672409, + 0.05635364353656769 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.5886194109916687 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47437524795532227 + ], + "opposite_logprob_tokens": [ + -0.9743752479553223 + ], + "logprob_reward": -0.47437524795532227, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47437524795532227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1751750260591507, + 0.0918094739317894, + 0.053847912698984146, + 0.2713506817817688, + 0.032674457877874374, + 0.058864351361989975, + 0.04115476831793785, + 0.16142073273658752, + 0.06105601787567139, + 0.052646636962890625 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.47437524795532227 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552423402667046 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.012552423402667046, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552423402667046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2493174821138382, + 0.03873492032289505, + 0.038558151572942734, + 0.3110787272453308, + 0.04176945984363556, + 0.03962700814008713, + 0.021811002865433693, + 0.11750055104494095, + 0.0663302093744278, + 0.07527254521846771 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.012552423402667046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811107203364372 + ], + "opposite_logprob_tokens": [ + -3.2881109714508057 + ], + "logprob_reward": -0.03811107203364372, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811107203364372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29203665256500244, + 0.028125692158937454, + 0.04916546866297722, + 0.24513475596904755, + 0.05543779954314232, + 0.021369872614741325, + 0.05231156200170517, + 0.13450400531291962, + 0.0825977772474289, + 0.03931642323732376 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.03811107203364372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009178477921523154 + ], + "opposite_logprob_tokens": [ + -7.000917911529541 + ], + "logprob_reward": -0.0009178477921523154, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009178477921523154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23904025554656982, + 0.04282538592815399, + 0.04064415767788887, + 0.09477923065423965, + 0.04811691865324974, + 0.012498259544372559, + 0.02742864191532135, + 0.3819431960582733, + 0.0516837015748024, + 0.06104022264480591 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.0009178477921523154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, shot entirely in soft focus, follows an elderly man laboriously pedaling a rusted tricycle. His face is covered in deep wrinkles, like the parched earth, and his sparse, graying hair is ruffled by the breeze. Clad in a washed-out blue Mao suit, he leans forward, almost resting his entire weight on the rusted handlebars. His pursed lips and the sweat on his forehead silently betray his hardship. The tricycle chugs along a muddy, rain-soaked country road, its narrow wheels sinking deeply into the sticky yellow mud. Each slow, heavy pedal pushes the wheels with difficulty, sending tiny specks of mud flying across the hems and sides of his dark trousers. The road is lined with withered grass and bare branches, and in the distance, vast, desolate fields stretch to a gloomy, gray skyline. The soft diffused skylight is evenly spread across the entire picture, weakening the color saturation and making the dark red of rust and the dark brown of soil the main tones of the picture. Through this hazy and poetic visual language, it creates a tenacious, lonely yet tranquil atmosphere full of life texture.", + "seed": 31730, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_0/index_2883_seed_31730_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4698064122349024, + "vlm_logprob": -0.4698064122349024, + "vlm_yes_no_margin": 1.774999988079071, + "vlm_token_credit": -0.4698064122349024, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8782209753990173 + ], + "opposite_logprob_tokens": [ + -0.7532209753990173 + ], + "logprob_reward": -0.8782209753990173, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.8782209753990173, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4563062787055969, + 0.10004820674657822, + 0.11176984757184982, + 0.054782379418611526, + 0.02697635069489479, + 0.08851639181375504, + 0.042618393898010254, + 0.03512299060821533, + 0.03975141793489456, + 0.04410770907998085 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.8782209753990173 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371595859527588 + ], + "opposite_logprob_tokens": [ + -0.387159526348114 + ], + "logprob_reward": -1.1371595859527588, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.1371595859527588, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2159901112318039, + 0.07368947565555573, + 0.031701769679784775, + 0.030169401317834854, + 0.02055554836988449, + 0.028162958100438118, + 0.025913916528224945, + 0.032853737473487854, + 0.07226315140724182, + 0.4686999022960663 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -1.1371595859527588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902117073535919 + ], + "opposite_logprob_tokens": [ + -2.5790212154388428 + ], + "logprob_reward": -0.07902117073535919, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902117073535919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36454951763153076, + 0.17864462733268738, + 0.08730766922235489, + 0.03901229053735733, + 0.053665641695261, + 0.05885997787117958, + 0.02650279551744461, + 0.03787977248430252, + 0.09418186545372009, + 0.05939585715532303 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.07902117073535919 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521423101425171 + ], + "opposite_logprob_tokens": [ + -1.502142310142517 + ], + "logprob_reward": -0.2521423101425171, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521423101425171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25010180473327637, + 0.1845911294221878, + 0.08139286935329437, + 0.051692895591259, + 0.07680343091487885, + 0.08449862897396088, + 0.07538057863712311, + 0.04698866233229637, + 0.054332830011844635, + 0.09421714395284653 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.2521423101425171 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024880189448595047 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024880189448595047, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024880189448595047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2735545039176941, + 0.14156381785869598, + 0.19562678039073944, + 0.03793605789542198, + 0.036945175379514694, + 0.07748647034168243, + 0.08954432606697083, + 0.04272469878196716, + 0.017516179010272026, + 0.08710205554962158 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0024880189448595047 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot, shot entirely in soft focus, follows an elderly man laboriously pedaling a rusted tricycle. His face is covered in deep wrinkles, like the parched earth, and his sparse, graying hair is ruffled by the breeze. Clad in a washed-out blue Mao suit, he leans forward, almost resting his entire weight on the rusted handlebars. His pursed lips and the sweat on his forehead silently betray his hardship. The tricycle chugs along a muddy, rain-soaked country road, its narrow wheels sinking deeply into the sticky yellow mud. Each slow, heavy pedal pushes the wheels with difficulty, sending tiny specks of mud flying across the hems and sides of his dark trousers. The road is lined with withered grass and bare branches, and in the distance, vast, desolate fields stretch to a gloomy, gray skyline. The soft diffused skylight is evenly spread across the entire picture, weakening the color saturation and making the dark red of rust and the dark brown of soil the main tones of the picture. Through this hazy and poetic visual language, it creates a tenacious, lonely yet tranquil atmosphere full of life texture.", + "seed": 31731, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_0/index_2883_seed_31731_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19084021542221308, + "vlm_logprob": -0.19084021542221308, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.19084021542221308, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.526638388633728 + ], + "opposite_logprob_tokens": [ + -1.276638388633728 + ], + "logprob_reward": -0.526638388633728, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.526638388633728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2115904688835144, + 0.06255724281072617, + 0.08885785937309265, + 0.06536009907722473, + 0.12188514322042465, + 0.07270292937755585, + 0.042627736926078796, + 0.168474942445755, + 0.049419403076171875, + 0.11652417480945587 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.526638388633728 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34883204102516174 + ], + "opposite_logprob_tokens": [ + -1.2238320112228394 + ], + "logprob_reward": -0.34883204102516174, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34883204102516174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24652421474456787, + 0.04784310609102249, + 0.06826569885015488, + 0.03980301320552826, + 0.07347766309976578, + 0.025046974420547485, + 0.17043843865394592, + 0.19563958048820496, + 0.03248879313468933, + 0.10047246515750885 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.34883204102516174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038118988275527954 + ], + "opposite_logprob_tokens": [ + -3.288119077682495 + ], + "logprob_reward": -0.038118988275527954, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038118988275527954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3152826428413391, + 0.10507362335920334, + 0.13553905487060547, + 0.04556465521454811, + 0.04115155339241028, + 0.03762883320450783, + 0.11607968062162399, + 0.054785944521427155, + 0.04401157796382904, + 0.10488235950469971 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.038118988275527954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812185674905777 + ], + "opposite_logprob_tokens": [ + -3.2881219387054443 + ], + "logprob_reward": -0.03812185674905777, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812185674905777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3269686996936798, + 0.14127156138420105, + 0.030649099498987198, + 0.07139682024717331, + 0.04419086501002312, + 0.07633017003536224, + 0.07039611786603928, + 0.08424931019544601, + 0.07602044194936752, + 0.07852701097726822 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03812185674905777 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the entire video shot in soft focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elderly man wearing a washed-out blue Mao suit visible pedaling a rusted tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the tricycle moving along a muddy, rain-soaked country road with narrow wheels sinking into yellow mud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of withered grass, bare branches, and vast desolate fields under a gloomy gray skyline?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024898024275898933 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024898024275898933, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024898024275898933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2770630717277527, + 0.10294955968856812, + 0.08755958080291748, + 0.04435298219323158, + 0.032386187463998795, + 0.09339900314807892, + 0.07297481596469879, + 0.14944888651371002, + 0.04722631722688675, + 0.09263955801725388 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0024898024275898933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_1/index_tensor([5045, 5045])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_1/index_tensor([5045, 5045])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7d527064d4439ee2872aa9e8333c0d6624320a3e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_1/index_tensor([5045, 5045])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme macro shot begins a slow, deliberate advance, focusing with hyper-sharp clarity on a single candle flame desperately clinging to a charred, black wick. The flame, a vibrant drop of light, dances and sways against a backdrop of absolute velvety darkness. Its core burns with a brilliant, almost incandescent intensity, transitioning into a cascade of fiery orange and warm yellow that, at its base, meets the glowing red burr of the wick. Below, a shimmering pool of translucent melted wax reflects the flame's every flicker, its surface trembling with heat. The camera's steady, relentless advance magnifies the flame's struggle, its wavering form casting a soft, warm, and profoundly lonely glow that barely holds back the oppressive, infinite darkness. This slow, mesmerizing movement creates an atmosphere of poignancy and tension, underscoring the raw, fragile beauty of light fighting for survival against the encroaching void, until the flame's dynamic textures and radiant energy fill the frame.", + "seed": 7068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_1/index_5045_seed_7068_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19415924788918346, + "vlm_logprob": -0.19415924788918346, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.19415924788918346, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034960657358169556 + ], + "opposite_logprob_tokens": [ + -3.5349607467651367 + ], + "logprob_reward": -0.034960657358169556, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.034960657358169556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10306713730096817, + 0.18677185475826263, + 0.04579177126288414, + 0.017779221758246422, + 0.009477459825575352, + 0.013279375620186329, + 0.027568640187382698, + 0.059693593531847, + 0.49667832255363464, + 0.039892662316560745 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.034960657358169556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005949318408966 + ], + "opposite_logprob_tokens": [ + -2.6950595378875732 + ], + "logprob_reward": -0.07005949318408966, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005949318408966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09886858612298965, + 0.19029435515403748, + 0.04841100797057152, + 0.07080037891864777, + 0.030598964542150497, + 0.06052834913134575, + 0.04315468296408653, + 0.20278175175189972, + 0.06250050663948059, + 0.1920613795518875 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.07005949318408966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8263107538223267 + ], + "opposite_logprob_tokens": [ + -0.5763107538223267 + ], + "logprob_reward": -0.8263107538223267, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8263107538223267, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15871195495128632, + 0.3159746527671814, + 0.2609648108482361, + 0.03720751777291298, + 0.01929575577378273, + 0.022302493453025818, + 0.047237932682037354, + 0.02977858856320381, + 0.08611494302749634, + 0.02241133153438568 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.8263107538223267 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812346234917641 + ], + "opposite_logprob_tokens": [ + -3.288123369216919 + ], + "logprob_reward": -0.03812346234917641, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812346234917641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25163954496383667, + 0.35356196761131287, + 0.04714098200201988, + 0.030312655493617058, + 0.01841064915060997, + 0.01406853273510933, + 0.022678866982460022, + 0.14116829633712769, + 0.10367047041654587, + 0.017348013818264008 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.03812346234917641 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001341872732155025 + ], + "opposite_logprob_tokens": [ + -6.626341819763184 + ], + "logprob_reward": -0.001341872732155025, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001341872732155025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10995477437973022, + 0.13849741220474243, + 0.2810385823249817, + 0.018652312457561493, + 0.030402278527617455, + 0.05276548117399216, + 0.05073249340057373, + 0.06747155636548996, + 0.1864326000213623, + 0.06405256688594818 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.001341872732155025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro shot begins a slow, deliberate advance, focusing with hyper-sharp clarity on a single candle flame desperately clinging to a charred, black wick. The flame, a vibrant drop of light, dances and sways against a backdrop of absolute velvety darkness. Its core burns with a brilliant, almost incandescent intensity, transitioning into a cascade of fiery orange and warm yellow that, at its base, meets the glowing red burr of the wick. Below, a shimmering pool of translucent melted wax reflects the flame's every flicker, its surface trembling with heat. The camera's steady, relentless advance magnifies the flame's struggle, its wavering form casting a soft, warm, and profoundly lonely glow that barely holds back the oppressive, infinite darkness. This slow, mesmerizing movement creates an atmosphere of poignancy and tension, underscoring the raw, fragile beauty of light fighting for survival against the encroaching void, until the flame's dynamic textures and radiant energy fill the frame.", + "seed": 7069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_1/index_5045_seed_7069_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16879688460612668, + "vlm_logprob": -0.16879688460612668, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.16879688460612668, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0350186750292778 + ], + "opposite_logprob_tokens": [ + -3.4100186824798584 + ], + "logprob_reward": -0.0350186750292778, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0350186750292778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27750471234321594, + 0.10644693672657013, + 0.0669170543551445, + 0.07278314977884293, + 0.06760818511247635, + 0.09686741977930069, + 0.09273509681224823, + 0.09226620197296143, + 0.08735211938619614, + 0.0395190604031086 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0350186750292778 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034073144197464 + ], + "opposite_logprob_tokens": [ + -2.3503408432006836 + ], + "logprob_reward": -0.10034073144197464, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034073144197464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13164640963077545, + 0.06276197731494904, + 0.029129866510629654, + 0.058507610112428665, + 0.08934994041919708, + 0.09374908357858658, + 0.18850663304328918, + 0.09128265827894211, + 0.19637177884578705, + 0.05869403854012489 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.10034073144197464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934956908226013 + ], + "opposite_logprob_tokens": [ + -0.6934956908226013 + ], + "logprob_reward": -0.6934956908226013, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934956908226013, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15832747519016266, + 0.08231513947248459, + 0.08301394432783127, + 0.3120921552181244, + 0.07470405846834183, + 0.06065146252512932, + 0.061298176646232605, + 0.09664618968963623, + 0.023878438398241997, + 0.047072939574718475 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.6934956908226013 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420564204454422 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.01420564204454422, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420564204454422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22468987107276917, + 0.0940016433596611, + 0.09034448862075806, + 0.13136127591133118, + 0.08599375188350677, + 0.037076644599437714, + 0.08797647804021835, + 0.10663041472434998, + 0.08322428166866302, + 0.058701157569885254 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.01420564204454422 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009236836922354996 + ], + "opposite_logprob_tokens": [ + -7.0009236335754395 + ], + "logprob_reward": -0.0009236836922354996, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009236836922354996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41167256236076355, + 0.08297878503799438, + 0.049395497888326645, + 0.07528316229581833, + 0.07520876824855804, + 0.07041215151548386, + 0.09006670862436295, + 0.04241145774722099, + 0.04629925265908241, + 0.056271642446517944 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0009236836922354996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro shot begins a slow, deliberate advance, focusing with hyper-sharp clarity on a single candle flame desperately clinging to a charred, black wick. The flame, a vibrant drop of light, dances and sways against a backdrop of absolute velvety darkness. Its core burns with a brilliant, almost incandescent intensity, transitioning into a cascade of fiery orange and warm yellow that, at its base, meets the glowing red burr of the wick. Below, a shimmering pool of translucent melted wax reflects the flame's every flicker, its surface trembling with heat. The camera's steady, relentless advance magnifies the flame's struggle, its wavering form casting a soft, warm, and profoundly lonely glow that barely holds back the oppressive, infinite darkness. This slow, mesmerizing movement creates an atmosphere of poignancy and tension, underscoring the raw, fragile beauty of light fighting for survival against the encroaching void, until the flame's dynamic textures and radiant energy fill the frame.", + "seed": 7070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_1/index_5045_seed_7070_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04630536757176742, + "vlm_logprob": -0.04630536757176742, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.04630536757176742, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015697719529271126 + ], + "opposite_logprob_tokens": [ + -4.265697956085205 + ], + "logprob_reward": -0.015697719529271126, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015697719529271126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17120766639709473, + 0.03940189257264137, + 0.12807972729206085, + 0.10470138490200043, + 0.04327504709362984, + 0.1482708752155304, + 0.03394307568669319, + 0.1737137734889984, + 0.12621277570724487, + 0.031193720176815987 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.015697719529271126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799384504556656 + ], + "opposite_logprob_tokens": [ + -1.8049384355545044 + ], + "logprob_reward": -0.1799384504556656, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799384504556656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02685452625155449, + 0.0477353073656559, + 0.026922738179564476, + 0.22138741612434387, + 0.09917183965444565, + 0.20674818754196167, + 0.052912093698978424, + 0.10191486030817032, + 0.17837077379226685, + 0.037982262670993805 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.1799384504556656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526067242026329 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.00526067242026329, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526067242026329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11539009213447571, + 0.06021733209490776, + 0.08768551796674728, + 0.20220239460468292, + 0.08205408602952957, + 0.03232447803020477, + 0.2712317109107971, + 0.047542452812194824, + 0.07647409290075302, + 0.024877795949578285 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.00526067242026329 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029812553897500038 + ], + "opposite_logprob_tokens": [ + -3.5298125743865967 + ], + "logprob_reward": -0.029812553897500038, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029812553897500038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08896908164024353, + 0.024014310911297798, + 0.05787227302789688, + 0.2605084478855133, + 0.05405839532613754, + 0.0749092698097229, + 0.08281359821557999, + 0.13650023937225342, + 0.06645456701517105, + 0.15389974415302277 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.029812553897500038 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008174415561370552 + ], + "opposite_logprob_tokens": [ + -7.12581729888916 + ], + "logprob_reward": -0.0008174415561370552, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008174415561370552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11501486599445343, + 0.05190903693437576, + 0.056282348930835724, + 0.14050166308879852, + 0.08175132423639297, + 0.15396921336650848, + 0.09062035381793976, + 0.11600477248430252, + 0.08863086998462677, + 0.10531560331583023 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.0008174415561370552 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro shot begins a slow, deliberate advance, focusing with hyper-sharp clarity on a single candle flame desperately clinging to a charred, black wick. The flame, a vibrant drop of light, dances and sways against a backdrop of absolute velvety darkness. Its core burns with a brilliant, almost incandescent intensity, transitioning into a cascade of fiery orange and warm yellow that, at its base, meets the glowing red burr of the wick. Below, a shimmering pool of translucent melted wax reflects the flame's every flicker, its surface trembling with heat. The camera's steady, relentless advance magnifies the flame's struggle, its wavering form casting a soft, warm, and profoundly lonely glow that barely holds back the oppressive, infinite darkness. This slow, mesmerizing movement creates an atmosphere of poignancy and tension, underscoring the raw, fragile beauty of light fighting for survival against the encroaching void, until the flame's dynamic textures and radiant energy fill the frame.", + "seed": 7071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_1/index_5045_seed_7071_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06432380665792152, + "vlm_logprob": -0.06432380665792152, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.06432380665792152, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010145522654056549 + ], + "opposite_logprob_tokens": [ + -4.760145664215088 + ], + "logprob_reward": -0.010145522654056549, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010145522654056549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25814321637153625, + 0.1219111755490303, + 0.061552222818136215, + 0.05409940332174301, + 0.04347708076238632, + 0.052743956446647644, + 0.08049765229225159, + 0.07372871041297913, + 0.19339777529239655, + 0.060448773205280304 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.010145522654056549 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048692815005779266 + ], + "opposite_logprob_tokens": [ + -3.0486927032470703 + ], + "logprob_reward": -0.048692815005779266, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048692815005779266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09537647664546967, + 0.04082856699824333, + 0.054774776101112366, + 0.04618866741657257, + 0.04500839114189148, + 0.07405705749988556, + 0.1786811649799347, + 0.2080218642950058, + 0.23563046753406525, + 0.02143256738781929 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.048692815005779266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25217288732528687 + ], + "opposite_logprob_tokens": [ + -1.5021729469299316 + ], + "logprob_reward": -0.25217288732528687, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25217288732528687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09810398519039154, + 0.1544814109802246, + 0.16179844737052917, + 0.033955976366996765, + 0.023523973301053047, + 0.09835482388734818, + 0.20579513907432556, + 0.11814064532518387, + 0.029107576236128807, + 0.07673805952072144 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.25217288732528687 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979179609566927 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.00979179609566927, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979179609566927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16158531606197357, + 0.24835243821144104, + 0.14698639512062073, + 0.034773632884025574, + 0.02695656009018421, + 0.021595148369669914, + 0.033178042620420456, + 0.2195749580860138, + 0.07741840928792953, + 0.02957918681204319 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.00979179609566927 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on a single candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate advance towards the flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background depicted as absolute velvety darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a pool of translucent melted wax visible below the flame reflecting its light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flame display dynamic textures with a core of brilliant intensity transitioning to orange and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000816012208815664 + ], + "opposite_logprob_tokens": [ + -7.1258158683776855 + ], + "logprob_reward": -0.000816012208815664, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.000816012208815664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1742912232875824, + 0.057117022573947906, + 0.05462995171546936, + 0.03054620325565338, + 0.027004048228263855, + 0.0738934651017189, + 0.11202863603830338, + 0.2042112797498703, + 0.06879580765962601, + 0.19748236238956451 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.000816012208815664 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_10/index_tensor([6335, 6335])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_10/index_tensor([6335, 6335])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cb9669848cdc674afcbc35aa6ce33b76ac324103 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_10/index_tensor([6335, 6335])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, steady on a modern surveillance screen with a nearly invisible pixel grid, plays a video. The scene, imbued with Makoto Shinkai's signature animation style, unfolds: a young girl in a simple white summer dress stands on a spacious school rooftop. Her eyes are closed, her head thrown back, her mouth parted in a silent yet radiant laugh, her face radiant with joy. The brilliant, almost blinding afternoon sun pours down from one side of the frame, creating a signature lens flare of blue and rainbow hues. The sunlight not only outlines her slender neck and shoulders, but also paints the tips of her long, dark brown hair, gently swaying in the wind, a translucent, shimmering gold. Behind her, a cloudless, saturated blue sky rises, the distant cityscape appearing hazy and tranquil thanks to a subtle aerial perspective. The entire painting is painted in warm and bright tones, full of youthful energy and a fleeting sense of beauty, creating a tranquil atmosphere that is both public and private, full of happiness.", + "seed": 14833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_10/index_6335_seed_14833_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06942397898528725, + "vlm_logprob": -0.06942397898528725, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.06942397898528725, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20248620212078094 + ], + "opposite_logprob_tokens": [ + -1.7024861574172974 + ], + "logprob_reward": -0.20248620212078094, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20248620212078094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4429314136505127, + 0.053898170590400696, + 0.06627676635980606, + 0.05217793583869934, + 0.09529271721839905, + 0.036798037588596344, + 0.05691749230027199, + 0.031059885397553444, + 0.0760156512260437, + 0.08863192796707153 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.20248620212078094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265178624540567 + ], + "opposite_logprob_tokens": [ + -5.255265235900879 + ], + "logprob_reward": -0.005265178624540567, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265178624540567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24164345860481262, + 0.2248464971780777, + 0.06418181955814362, + 0.1364591121673584, + 0.05061551183462143, + 0.08338095992803574, + 0.054610248655080795, + 0.03383427858352661, + 0.04600837081670761, + 0.0644197016954422 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005265178624540567 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486467182636261 + ], + "opposite_logprob_tokens": [ + -3.0486466884613037 + ], + "logprob_reward": -0.0486467182636261, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486467182636261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13726043701171875, + 0.07497924566268921, + 0.043949976563453674, + 0.05233339965343475, + 0.04235215112566948, + 0.08604636788368225, + 0.17216067016124725, + 0.056207075715065, + 0.1413354128599167, + 0.19337528944015503 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.0486467182636261 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017114529618993402 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017114529618993402, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017114529618993402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2592797577381134, + 0.06866233795881271, + 0.031794123351573944, + 0.03309282287955284, + 0.07234575599431992, + 0.12485337257385254, + 0.04397394135594368, + 0.07100889086723328, + 0.151246577501297, + 0.1437424272298813 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0017114529618993402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890103429555893 + ], + "opposite_logprob_tokens": [ + -2.464010238647461 + ], + "logprob_reward": -0.0890103429555893, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890103429555893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2198687046766281, + 0.09048712253570557, + 0.08018792420625687, + 0.07097581773996353, + 0.10365009307861328, + 0.0844646468758583, + 0.0745224580168724, + 0.06464853137731552, + 0.09078697115182877, + 0.12040769308805466 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0890103429555893 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, steady on a modern surveillance screen with a nearly invisible pixel grid, plays a video. The scene, imbued with Makoto Shinkai's signature animation style, unfolds: a young girl in a simple white summer dress stands on a spacious school rooftop. Her eyes are closed, her head thrown back, her mouth parted in a silent yet radiant laugh, her face radiant with joy. The brilliant, almost blinding afternoon sun pours down from one side of the frame, creating a signature lens flare of blue and rainbow hues. The sunlight not only outlines her slender neck and shoulders, but also paints the tips of her long, dark brown hair, gently swaying in the wind, a translucent, shimmering gold. Behind her, a cloudless, saturated blue sky rises, the distant cityscape appearing hazy and tranquil thanks to a subtle aerial perspective. The entire painting is painted in warm and bright tones, full of youthful energy and a fleeting sense of beauty, creating a tranquil atmosphere that is both public and private, full of happiness.", + "seed": 14834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_10/index_6335_seed_14834_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.040401806216686965, + "vlm_logprob": -0.040401806216686965, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.040401806216686965, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10164739936590195 + ], + "opposite_logprob_tokens": [ + -2.35164737701416 + ], + "logprob_reward": -0.10164739936590195, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10164739936590195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4289011061191559, + 0.04153795912861824, + 0.13903862237930298, + 0.03837394341826439, + 0.059468746185302734, + 0.029383227229118347, + 0.10655827075242996, + 0.020985713228583336, + 0.1024579405784607, + 0.03329450264573097 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.10164739936590195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084526777267456 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.011084526777267456, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084526777267456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25365737080574036, + 0.09413832426071167, + 0.059970758855342865, + 0.06311412900686264, + 0.07207069545984268, + 0.20698487758636475, + 0.07270094752311707, + 0.062467943876981735, + 0.05959677696228027, + 0.05529811978340149 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.011084526777267456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304501786828041 + ], + "opposite_logprob_tokens": [ + -3.1680450439453125 + ], + "logprob_reward": -0.04304501786828041, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304501786828041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44771045446395874, + 0.09554882347583771, + 0.079128697514534, + 0.04737173393368721, + 0.06916152685880661, + 0.03389516472816467, + 0.043876662850379944, + 0.06962039321660995, + 0.0739993155002594, + 0.039687175303697586 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04304501786828041 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189241047948599 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.003189241047948599, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189241047948599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28139281272888184, + 0.07796047627925873, + 0.12739723920822144, + 0.05476237088441849, + 0.05616191029548645, + 0.03365093097090721, + 0.053700704127550125, + 0.11098682880401611, + 0.15684135258197784, + 0.04714538902044296 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.003189241047948599 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304284602403641 + ], + "opposite_logprob_tokens": [ + -3.1680428981781006 + ], + "logprob_reward": -0.04304284602403641, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304284602403641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33487480878829956, + 0.09288912266492844, + 0.2244136482477188, + 0.17230439186096191, + 0.04559856280684471, + 0.011823705397546291, + 0.029351795092225075, + 0.021500594913959503, + 0.03802761808037758, + 0.02921574003994465 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.04304284602403641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, steady on a modern surveillance screen with a nearly invisible pixel grid, plays a video. The scene, imbued with Makoto Shinkai's signature animation style, unfolds: a young girl in a simple white summer dress stands on a spacious school rooftop. Her eyes are closed, her head thrown back, her mouth parted in a silent yet radiant laugh, her face radiant with joy. The brilliant, almost blinding afternoon sun pours down from one side of the frame, creating a signature lens flare of blue and rainbow hues. The sunlight not only outlines her slender neck and shoulders, but also paints the tips of her long, dark brown hair, gently swaying in the wind, a translucent, shimmering gold. Behind her, a cloudless, saturated blue sky rises, the distant cityscape appearing hazy and tranquil thanks to a subtle aerial perspective. The entire painting is painted in warm and bright tones, full of youthful energy and a fleeting sense of beauty, creating a tranquil atmosphere that is both public and private, full of happiness.", + "seed": 14835, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_10/index_6335_seed_14835_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0613410061923787, + "vlm_logprob": -0.0613410061923787, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.0613410061923787, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027301205322146416 + ], + "opposite_logprob_tokens": [ + -3.65230131149292 + ], + "logprob_reward": -0.027301205322146416, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027301205322146416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21159344911575317, + 0.17659913003444672, + 0.08119380474090576, + 0.027367819100618362, + 0.04423116520047188, + 0.05537234991788864, + 0.028501875698566437, + 0.06993385404348373, + 0.04642195999622345, + 0.258784681558609 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.027301205322146416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788254275918007 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.009788254275918007, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788254275918007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36863934993743896, + 0.12027198821306229, + 0.05038050562143326, + 0.029648112133145332, + 0.03602463752031326, + 0.035168860107660294, + 0.03342051804065704, + 0.05249558389186859, + 0.04429235681891441, + 0.2296580672264099 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.009788254275918007 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304707050323486 + ], + "opposite_logprob_tokens": [ + -3.1680469512939453 + ], + "logprob_reward": -0.04304707050323486, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304707050323486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2580377459526062, + 0.18285590410232544, + 0.1775815486907959, + 0.02057209238409996, + 0.08583284169435501, + 0.04910386726260185, + 0.052128251641988754, + 0.08989635109901428, + 0.03869926184415817, + 0.04529207572340965 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.04304707050323486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010397987207397819 + ], + "opposite_logprob_tokens": [ + -6.876039981842041 + ], + "logprob_reward": -0.0010397987207397819, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010397987207397819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5980707406997681, + 0.10234842449426651, + 0.04277028143405914, + 0.016917718574404716, + 0.03956523910164833, + 0.023787615820765495, + 0.0233258455991745, + 0.04205496981739998, + 0.019429145380854607, + 0.09172995388507843 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0010397987207397819 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22552870213985443 + ], + "opposite_logprob_tokens": [ + -1.6005287170410156 + ], + "logprob_reward": -0.22552870213985443, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22552870213985443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20195701718330383, + 0.11426800489425659, + 0.08162835985422134, + 0.047692522406578064, + 0.051750387996435165, + 0.05194789171218872, + 0.036686625331640244, + 0.02104213461279869, + 0.0378432422876358, + 0.35518383979797363 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.22552870213985443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, steady on a modern surveillance screen with a nearly invisible pixel grid, plays a video. The scene, imbued with Makoto Shinkai's signature animation style, unfolds: a young girl in a simple white summer dress stands on a spacious school rooftop. Her eyes are closed, her head thrown back, her mouth parted in a silent yet radiant laugh, her face radiant with joy. The brilliant, almost blinding afternoon sun pours down from one side of the frame, creating a signature lens flare of blue and rainbow hues. The sunlight not only outlines her slender neck and shoulders, but also paints the tips of her long, dark brown hair, gently swaying in the wind, a translucent, shimmering gold. Behind her, a cloudless, saturated blue sky rises, the distant cityscape appearing hazy and tranquil thanks to a subtle aerial perspective. The entire painting is painted in warm and bright tones, full of youthful energy and a fleeting sense of beauty, creating a tranquil atmosphere that is both public and private, full of happiness.", + "seed": 14836, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_10/index_6335_seed_14836_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.048123089130967855, + "vlm_logprob": -0.048123089130967855, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.048123089130967855, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043655842542648315 + ], + "opposite_logprob_tokens": [ + -3.1686558723449707 + ], + "logprob_reward": -0.043655842542648315, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043655842542648315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4282110631465912, + 0.07905719429254532, + 0.03456999734044075, + 0.07196997851133347, + 0.08428110182285309, + 0.056558337062597275, + 0.07248029857873917, + 0.045006588101387024, + 0.057101015001535416, + 0.0707644447684288 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.043655842542648315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642778541892767 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004642778541892767, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642778541892767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.277611643075943, + 0.11942828446626663, + 0.08703450113534927, + 0.06646427512168884, + 0.09175223112106323, + 0.11133545637130737, + 0.09399962425231934, + 0.043840471655130386, + 0.03356243669986725, + 0.0749710351228714 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.004642778541892767 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029790569096803665 + ], + "opposite_logprob_tokens": [ + -3.5297906398773193 + ], + "logprob_reward": -0.029790569096803665, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029790569096803665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30589643120765686, + 0.11991999298334122, + 0.07608624547719955, + 0.0495094396173954, + 0.20661574602127075, + 0.05125103145837784, + 0.029936231672763824, + 0.07110835611820221, + 0.03134123980998993, + 0.05833528935909271 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.029790569096803665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002193903550505638 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.002193903550505638, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002193903550505638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2043115198612213, + 0.07212407886981964, + 0.12926293909549713, + 0.029769327491521835, + 0.06789077073335648, + 0.30557873845100403, + 0.055363740772008896, + 0.050822850316762924, + 0.02641378529369831, + 0.05846221745014191 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.002193903550505638 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a young girl in a simple white summer dress standing on a spacious school rooftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the girl's face showing closed eyes, head thrown back, and a mouth parted in a silent laugh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the girl's long dark brown hair translucent and shimmering gold at the tips due to sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature a brilliant afternoon sun creating a lens flare with blue and rainbow hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a cloudless saturated blue sky with a hazy distant cityscape viewed from an aerial perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603323519229889 + ], + "opposite_logprob_tokens": [ + -1.9103323221206665 + ], + "logprob_reward": -0.1603323519229889, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603323519229889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38616445660591125, + 0.0695546343922615, + 0.06892232596874237, + 0.04693444073200226, + 0.07719875127077103, + 0.1512184888124466, + 0.02981894463300705, + 0.04674258083105087, + 0.04375971853733063, + 0.07968566566705704 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.1603323519229889 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_11/index_tensor([7831, 7831])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_11/index_tensor([7831, 7831])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b9accd4cb4a8f2fc4ab843f30cef982e63941b6c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_11/index_tensor([7831, 7831])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle shot, filmed from a slightly upward underwater angle and panning slowly to the right, captures a massive, 3D, cartoon-like blue whale, swimming with majestic composure through the deep, dark, and tranquil depths of the ocean. The whale's skin is velvety midnight blue, transitioning to a soft, pale azure beneath its belly. Its enormous eyes gleam with a gentle, intelligent light, and its massive tail fin gracefully sways in a slow, hypnotic rhythm. Ahead of it, a dense school of hundreds of jellyfish hangs suspended in the water, their translucent bell-shaped bodies and slender tentacles emitting a soft, pulsating bioluminescence that paints the surrounding darkness with ethereal shades of pink, electric blue, and pastel green. As the whale approaches, the side of its massive body delicately and gently brushes the outer edge of the swarm. This gesture is incredibly gentle, like a loving touch. Instead of scattering, the jellyfish gracefully part and swirl in the current created by the whale, creating a vibrant, shimmering curtain of light. The light from the jellyfish casts a shifting, dreamlike shadow on the whale's smooth skin, emphasizing its massive silhouette. The entire scene is imbued with tranquility, wonder, and awe, presenting a magnificent spectacle of life dancing harmoniously in the deep.", + "seed": 10102, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_11/index_7831_seed_10102_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11649670824408531, + "vlm_logprob": -0.11649670824408531, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.11649670824408531, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47654637694358826 + ], + "opposite_logprob_tokens": [ + -0.9765464067459106 + ], + "logprob_reward": -0.47654637694358826, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47654637694358826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10327812284231186, + 0.07813575118780136, + 0.12608599662780762, + 0.03189717233181, + 0.23013032972812653, + 0.12505768239498138, + 0.16817636787891388, + 0.06647848337888718, + 0.02418556809425354, + 0.046574510633945465 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.47654637694358826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721037209033966 + ], + "opposite_logprob_tokens": [ + -3.4087209701538086 + ], + "logprob_reward": -0.033721037209033966, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721037209033966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1977548897266388, + 0.19807381927967072, + 0.12576648592948914, + 0.058881815522909164, + 0.05175306275486946, + 0.15003737807273865, + 0.06853613257408142, + 0.08398416638374329, + 0.03506152704358101, + 0.03015063889324665 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.033721037209033966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069188714027405 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069188714027405, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069188714027405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07593424618244171, + 0.1387636661529541, + 0.100458063185215, + 0.05044623464345932, + 0.27741310000419617, + 0.06399160623550415, + 0.18504928052425385, + 0.03620840981602669, + 0.026206303387880325, + 0.045529063791036606 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.016069188714027405 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803529381752014 + ], + "opposite_logprob_tokens": [ + -3.529803514480591 + ], + "logprob_reward": -0.029803529381752014, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803529381752014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11151277273893356, + 0.10921704024076462, + 0.11251136660575867, + 0.07212256640195847, + 0.36223074793815613, + 0.05087943747639656, + 0.05180782079696655, + 0.042450401932001114, + 0.03547149524092674, + 0.05179636925458908 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.029803529381752014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343408972024918 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343408972024918, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343408972024918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042548101395368576, + 0.10414370149374008, + 0.0858490839600563, + 0.059281960129737854, + 0.399945467710495, + 0.04124370962381363, + 0.05138443037867546, + 0.07237359881401062, + 0.10059048980474472, + 0.04263952374458313 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.026343408972024918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, filmed from a slightly upward underwater angle and panning slowly to the right, captures a massive, 3D, cartoon-like blue whale, swimming with majestic composure through the deep, dark, and tranquil depths of the ocean. The whale's skin is velvety midnight blue, transitioning to a soft, pale azure beneath its belly. Its enormous eyes gleam with a gentle, intelligent light, and its massive tail fin gracefully sways in a slow, hypnotic rhythm. Ahead of it, a dense school of hundreds of jellyfish hangs suspended in the water, their translucent bell-shaped bodies and slender tentacles emitting a soft, pulsating bioluminescence that paints the surrounding darkness with ethereal shades of pink, electric blue, and pastel green. As the whale approaches, the side of its massive body delicately and gently brushes the outer edge of the swarm. This gesture is incredibly gentle, like a loving touch. Instead of scattering, the jellyfish gracefully part and swirl in the current created by the whale, creating a vibrant, shimmering curtain of light. The light from the jellyfish casts a shifting, dreamlike shadow on the whale's smooth skin, emphasizing its massive silhouette. The entire scene is imbued with tranquility, wonder, and awe, presenting a magnificent spectacle of life dancing harmoniously in the deep.", + "seed": 10103, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_11/index_7831_seed_10103_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2480591122061014, + "vlm_logprob": -0.2480591122061014, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.2480591122061014, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1374262571334839 + ], + "opposite_logprob_tokens": [ + -0.3874262869358063 + ], + "logprob_reward": -1.1374262571334839, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1374262571334839, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3984319865703583, + 0.06745645403862, + 0.036062486469745636, + 0.030932530760765076, + 0.09086368978023529, + 0.08884215354919434, + 0.037972815334796906, + 0.08677434176206589, + 0.026311729103326797, + 0.13635176420211792 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -1.1374262571334839 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033719077706336975 + ], + "opposite_logprob_tokens": [ + -3.408719062805176 + ], + "logprob_reward": -0.033719077706336975, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033719077706336975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42590636014938354, + 0.06946071237325668, + 0.07099802047014236, + 0.03134535625576973, + 0.06207956001162529, + 0.10802125185728073, + 0.03843345493078232, + 0.041219115257263184, + 0.02589518018066883, + 0.12664103507995605 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.033719077706336975 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979392558336258 + ], + "opposite_logprob_tokens": [ + -3.5297939777374268 + ], + "logprob_reward": -0.02979392558336258, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979392558336258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30418553948402405, + 0.03976787254214287, + 0.05425843968987465, + 0.02840782143175602, + 0.03796999156475067, + 0.08750071376562119, + 0.11051077395677567, + 0.047838397324085236, + 0.014958946034312248, + 0.2746014893054962 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.02979392558336258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329133450984955 + ], + "opposite_logprob_tokens": [ + -3.7732913494110107 + ], + "logprob_reward": -0.02329133450984955, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329133450984955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12616312503814697, + 0.07411066442728043, + 0.05151448771357536, + 0.07408257573843002, + 0.15027976036071777, + 0.07141588628292084, + 0.09896980971097946, + 0.04176563024520874, + 0.049703046679496765, + 0.2619949281215668 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.02329133450984955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064966097474098 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.016064966097474098, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064966097474098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17132584750652313, + 0.1516495645046234, + 0.08225372433662415, + 0.052308324724435806, + 0.054325852543115616, + 0.06222573667764664, + 0.03249073028564453, + 0.05640224367380142, + 0.02586299180984497, + 0.31115493178367615 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.016064966097474098 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, filmed from a slightly upward underwater angle and panning slowly to the right, captures a massive, 3D, cartoon-like blue whale, swimming with majestic composure through the deep, dark, and tranquil depths of the ocean. The whale's skin is velvety midnight blue, transitioning to a soft, pale azure beneath its belly. Its enormous eyes gleam with a gentle, intelligent light, and its massive tail fin gracefully sways in a slow, hypnotic rhythm. Ahead of it, a dense school of hundreds of jellyfish hangs suspended in the water, their translucent bell-shaped bodies and slender tentacles emitting a soft, pulsating bioluminescence that paints the surrounding darkness with ethereal shades of pink, electric blue, and pastel green. As the whale approaches, the side of its massive body delicately and gently brushes the outer edge of the swarm. This gesture is incredibly gentle, like a loving touch. Instead of scattering, the jellyfish gracefully part and swirl in the current created by the whale, creating a vibrant, shimmering curtain of light. The light from the jellyfish casts a shifting, dreamlike shadow on the whale's smooth skin, emphasizing its massive silhouette. The entire scene is imbued with tranquility, wonder, and awe, presenting a magnificent spectacle of life dancing harmoniously in the deep.", + "seed": 10104, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_11/index_7831_seed_10104_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1123027928173542, + "vlm_logprob": -0.1123027928173542, + "vlm_yes_no_margin": 2.7250000119209288, + "vlm_token_credit": -0.1123027928173542, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3892294764518738 + ], + "opposite_logprob_tokens": [ + -1.1392295360565186 + ], + "logprob_reward": -0.3892294764518738, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.3892294764518738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13532882928848267, + 0.14420728385448456, + 0.041971202939748764, + 0.09073928743600845, + 0.13094252347946167, + 0.055746790021657944, + 0.17600944638252258, + 0.015468144789338112, + 0.16032098233699799, + 0.04926544800400734 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.3892294764518738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899253070354462 + ], + "opposite_logprob_tokens": [ + -2.5789926052093506 + ], + "logprob_reward": -0.07899253070354462, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899253070354462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08485469967126846, + 0.07175324857234955, + 0.038361430168151855, + 0.11778943240642548, + 0.31123459339141846, + 0.04867146164178848, + 0.09514261782169342, + 0.04840534180402756, + 0.10784462094306946, + 0.0759425014257431 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.07899253070354462 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800288379192352 + ], + "opposite_logprob_tokens": [ + -3.5298001766204834 + ], + "logprob_reward": -0.029800288379192352, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800288379192352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04835391789674759, + 0.022362258285284042, + 0.02660229429602623, + 0.17490187287330627, + 0.5382424592971802, + 0.018022898584604263, + 0.03467262163758278, + 0.03139323368668556, + 0.07301031053066254, + 0.03243814781308174 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.029800288379192352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370075300335884 + ], + "opposite_logprob_tokens": [ + -3.408700704574585 + ], + "logprob_reward": -0.03370075300335884, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370075300335884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11689325422048569, + 0.03596002608537674, + 0.05246961489319801, + 0.066692054271698, + 0.41946738958358765, + 0.09280647337436676, + 0.057293716818094254, + 0.04671182855963707, + 0.07181718945503235, + 0.03988843783736229 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.03370075300335884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029790915548801422 + ], + "opposite_logprob_tokens": [ + -3.5297908782958984 + ], + "logprob_reward": -0.029790915548801422, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029790915548801422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06354564428329468, + 0.014536373317241669, + 0.023618362843990326, + 0.03962654620409012, + 0.6619605422019958, + 0.10940516740083694, + 0.012369765900075436, + 0.03314657136797905, + 0.024099620059132576, + 0.017691342160105705 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.029790915548801422 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, filmed from a slightly upward underwater angle and panning slowly to the right, captures a massive, 3D, cartoon-like blue whale, swimming with majestic composure through the deep, dark, and tranquil depths of the ocean. The whale's skin is velvety midnight blue, transitioning to a soft, pale azure beneath its belly. Its enormous eyes gleam with a gentle, intelligent light, and its massive tail fin gracefully sways in a slow, hypnotic rhythm. Ahead of it, a dense school of hundreds of jellyfish hangs suspended in the water, their translucent bell-shaped bodies and slender tentacles emitting a soft, pulsating bioluminescence that paints the surrounding darkness with ethereal shades of pink, electric blue, and pastel green. As the whale approaches, the side of its massive body delicately and gently brushes the outer edge of the swarm. This gesture is incredibly gentle, like a loving touch. Instead of scattering, the jellyfish gracefully part and swirl in the current created by the whale, creating a vibrant, shimmering curtain of light. The light from the jellyfish casts a shifting, dreamlike shadow on the whale's smooth skin, emphasizing its massive silhouette. The entire scene is imbued with tranquility, wonder, and awe, presenting a magnificent spectacle of life dancing harmoniously in the deep.", + "seed": 10105, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_11/index_7831_seed_10105_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019212975446134806, + "vlm_logprob": -0.019212975446134806, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.019212975446134806, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03880828619003296 + ], + "opposite_logprob_tokens": [ + -3.2888083457946777 + ], + "logprob_reward": -0.03880828619003296, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03880828619003296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2560591399669647, + 0.08859965205192566, + 0.024610040709376335, + 0.0713561624288559, + 0.02988746576011181, + 0.2542435824871063, + 0.049860771745443344, + 0.022907063364982605, + 0.10497863590717316, + 0.09749754518270493 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.03880828619003296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003626082558184862 + ], + "opposite_logprob_tokens": [ + -5.628625869750977 + ], + "logprob_reward": -0.003626082558184862, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003626082558184862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17210930585861206, + 0.08944310992956161, + 0.02844570204615593, + 0.024414127692580223, + 0.02223118580877781, + 0.16112123429775238, + 0.07116114348173141, + 0.049986787140369415, + 0.23426052927970886, + 0.14682690799236298 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.003626082558184862 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777512401342392 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777512401342392, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777512401342392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3132728636264801, + 0.07126270979642868, + 0.03717869892716408, + 0.025849487632513046, + 0.022442173212766647, + 0.10730168968439102, + 0.03434235602617264, + 0.0574108250439167, + 0.22424153983592987, + 0.1066977009177208 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.009777512401342392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328225038945675 + ], + "opposite_logprob_tokens": [ + -3.773282289505005 + ], + "logprob_reward": -0.02328225038945675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328225038945675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08871924877166748, + 0.039777230471372604, + 0.032977692782878876, + 0.029276883229613304, + 0.018323594704270363, + 0.48971691727638245, + 0.03447035700082779, + 0.05280476436018944, + 0.1291341483592987, + 0.08479917049407959 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.02328225038945675 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater in a deep, dark ocean environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive blue whale visible with velvety midnight blue skin and pale azure underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dense school of hundreds of jellyfish emitting pink, electric blue, and pastel green bioluminescence visible ahead of the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale's tail fin sway in a slow rhythm while the jellyfish part and swirl around it without scattering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot wide-angle, filmed from a slightly upward underwater angle, and panning slowly to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570745691657066 + ], + "opposite_logprob_tokens": [ + -3.895570755004883 + ], + "logprob_reward": -0.020570745691657066, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570745691657066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07744642347097397, + 0.06560664623975754, + 0.04431195184588432, + 0.04853042960166931, + 0.048581697046756744, + 0.4122413098812103, + 0.06302839517593384, + 0.1388116478919983, + 0.029347887262701988, + 0.07209364324808121 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.020570745691657066 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_12/index_tensor([6204, 6204])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_12/index_tensor([6204, 6204])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..abc3e60f8244289150740bf11db79d457e494ad2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_12/index_tensor([6204, 6204])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "handheld medium close-up shot from a slightly upward angle, the camera whips back violently, following the subject's movements, finally framing the face of an East Asian woman, her face pale with fear. Her long, damp, black hair, a few strands tangled and plastered to her pale cheeks and forehead. Her eyes are wide open with utter terror, pupils constricted, her mouth drawn into a silent, screaming O, her jaw clenched with tension, as if she's exerting all her strength but unable to utter a single sound. She's in a narrow alley, squeezed oppressively by high, crumbling walls on either side. The only source of light is a flickering, poorly connected ceiling light. Each flicker casts a twitching, rapidly alternating light and shadow on her distorted features and the damp brick wall behind her, reflecting this sickly light off the damp ground. She's wearing a dark gray hoodie, and her entire body freezes as she suddenly turns back, her shoulders clenched, creating a suffocating atmosphere of intense tension and suspense, as if time has frozen in time, leaving only her silent terror.", + "seed": 95, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_12/index_6204_seed_95_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08992868117056788, + "vlm_logprob": -0.08992868117056788, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.08992868117056788, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04919319227337837 + ], + "opposite_logprob_tokens": [ + -3.2991931438446045 + ], + "logprob_reward": -0.04919319227337837, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04919319227337837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18864654004573822, + 0.05267266556620598, + 0.048035599291324615, + 0.06787480413913727, + 0.10018403828144073, + 0.05576040968298912, + 0.11851759999990463, + 0.08330559730529785, + 0.14662091434001923, + 0.13838183879852295 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.04919319227337837 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2814018726348877 + ], + "opposite_logprob_tokens": [ + -1.4064018726348877 + ], + "logprob_reward": -0.2814018726348877, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2814018726348877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0852336585521698, + 0.10029765218496323, + 0.043873511254787445, + 0.11497347056865692, + 0.11212469637393951, + 0.04690132662653923, + 0.08928604423999786, + 0.06665872782468796, + 0.20214898884296417, + 0.13850191235542297 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.2814018726348877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002490753773599863 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.002490753773599863, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002490753773599863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10047897696495056, + 0.04967594891786575, + 0.12912778556346893, + 0.2129570096731186, + 0.17337051033973694, + 0.03459235653281212, + 0.029948899522423744, + 0.06316757202148438, + 0.04604161158204079, + 0.1606394201517105 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.002490753773599863 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615867579355836 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.003615867579355836, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615867579355836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16174054145812988, + 0.10192552208900452, + 0.12385301291942596, + 0.16991138458251953, + 0.06061895936727524, + 0.03440079465508461, + 0.06133682280778885, + 0.08013145625591278, + 0.12387168407440186, + 0.08220979571342468 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.003615867579355836 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294171959161758 + ], + "opposite_logprob_tokens": [ + -2.2379417419433594 + ], + "logprob_reward": -0.11294171959161758, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294171959161758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08078042417764664, + 0.062838613986969, + 0.10652147978544235, + 0.05511075258255005, + 0.07006476074457169, + 0.04049469530582428, + 0.07100170105695724, + 0.0871940478682518, + 0.18924568593502045, + 0.2367478311061859 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.11294171959161758 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld medium close-up shot from a slightly upward angle, the camera whips back violently, following the subject's movements, finally framing the face of an East Asian woman, her face pale with fear. Her long, damp, black hair, a few strands tangled and plastered to her pale cheeks and forehead. Her eyes are wide open with utter terror, pupils constricted, her mouth drawn into a silent, screaming O, her jaw clenched with tension, as if she's exerting all her strength but unable to utter a single sound. She's in a narrow alley, squeezed oppressively by high, crumbling walls on either side. The only source of light is a flickering, poorly connected ceiling light. Each flicker casts a twitching, rapidly alternating light and shadow on her distorted features and the damp brick wall behind her, reflecting this sickly light off the damp ground. She's wearing a dark gray hoodie, and her entire body freezes as she suddenly turns back, her shoulders clenched, creating a suffocating atmosphere of intense tension and suspense, as if time has frozen in time, leaving only her silent terror.", + "seed": 96, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_12/index_6204_seed_96_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09663108107633889, + "vlm_logprob": -0.09663108107633889, + "vlm_yes_no_margin": 3.449999976158142, + "vlm_token_credit": -0.09663108107633889, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08088485151529312 + ], + "opposite_logprob_tokens": [ + -2.9558849334716797 + ], + "logprob_reward": -0.08088485151529312, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.08088485151529312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14498354494571686, + 0.07900948822498322, + 0.11755222827196121, + 0.04191417992115021, + 0.05682718753814697, + 0.0886431410908699, + 0.22854219377040863, + 0.10116223245859146, + 0.06733489781618118, + 0.07403087615966797 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.08088485151529312 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2522016167640686 + ], + "opposite_logprob_tokens": [ + -1.5022015571594238 + ], + "logprob_reward": -0.2522016167640686, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2522016167640686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17339810729026794, + 0.14931370317935944, + 0.1525176614522934, + 0.09038586914539337, + 0.09602639079093933, + 0.06088937819004059, + 0.11880584061145782, + 0.07577715069055557, + 0.04535038769245148, + 0.03753551468253136 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.2522016167640686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036233505234122276 + ], + "opposite_logprob_tokens": [ + -5.6286234855651855 + ], + "logprob_reward": -0.0036233505234122276, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036233505234122276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09453921765089035, + 0.12405569851398468, + 0.2930147349834442, + 0.04352854564785957, + 0.021680129691958427, + 0.13780562579631805, + 0.1626802533864975, + 0.032831303775310516, + 0.04986737295985222, + 0.03999723121523857 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.0036233505234122276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619193332269788 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.003619193332269788, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619193332269788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08825182914733887, + 0.08234960585832596, + 0.18432842195034027, + 0.02060963213443756, + 0.3282206058502197, + 0.09004860371351242, + 0.10133790969848633, + 0.03394470363855362, + 0.03790179640054703, + 0.033006906509399414 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.003619193332269788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428263932466507 + ], + "opposite_logprob_tokens": [ + -2.0178263187408447 + ], + "logprob_reward": -0.1428263932466507, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428263932466507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1093476414680481, + 0.08852381259202957, + 0.07485982030630112, + 0.07613006979227066, + 0.12350907921791077, + 0.12592867016792297, + 0.17635349929332733, + 0.05871660262346268, + 0.1288597583770752, + 0.03777109086513519 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.1428263932466507 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld medium close-up shot from a slightly upward angle, the camera whips back violently, following the subject's movements, finally framing the face of an East Asian woman, her face pale with fear. Her long, damp, black hair, a few strands tangled and plastered to her pale cheeks and forehead. Her eyes are wide open with utter terror, pupils constricted, her mouth drawn into a silent, screaming O, her jaw clenched with tension, as if she's exerting all her strength but unable to utter a single sound. She's in a narrow alley, squeezed oppressively by high, crumbling walls on either side. The only source of light is a flickering, poorly connected ceiling light. Each flicker casts a twitching, rapidly alternating light and shadow on her distorted features and the damp brick wall behind her, reflecting this sickly light off the damp ground. She's wearing a dark gray hoodie, and her entire body freezes as she suddenly turns back, her shoulders clenched, creating a suffocating atmosphere of intense tension and suspense, as if time has frozen in time, leaving only her silent terror.", + "seed": 97, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_12/index_6204_seed_97_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1418817752506584, + "vlm_logprob": -0.1418817752506584, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.1418817752506584, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07995790243148804 + ], + "opposite_logprob_tokens": [ + -2.829957962036133 + ], + "logprob_reward": -0.07995790243148804, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07995790243148804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30628442764282227, + 0.16165587306022644, + 0.07816833257675171, + 0.07183533161878586, + 0.031747397035360336, + 0.07597200572490692, + 0.1657206416130066, + 0.04714120551943779, + 0.026855014264583588, + 0.03461970016360283 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.07995790243148804 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523434042930603 + ], + "opposite_logprob_tokens": [ + -0.898434042930603 + ], + "logprob_reward": -0.523434042930603, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523434042930603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35084545612335205, + 0.14179463684558868, + 0.10912787169218063, + 0.052202846854925156, + 0.06960848718881607, + 0.040127091109752655, + 0.031487107276916504, + 0.026453716680407524, + 0.09262321889400482, + 0.08572954684495926 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.523434042930603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024958669673651457 + ], + "opposite_logprob_tokens": [ + -6.002495765686035 + ], + "logprob_reward": -0.0024958669673651457, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024958669673651457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2863125801086426, + 0.1811957210302353, + 0.0632515549659729, + 0.12255101650953293, + 0.04526643082499504, + 0.04626339673995972, + 0.07765227556228638, + 0.03530562296509743, + 0.1081373319029808, + 0.03406412899494171 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0024958669673651457 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195539116859436 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.003195539116859436, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195539116859436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29678991436958313, + 0.338049054145813, + 0.059453289955854416, + 0.08112777024507523, + 0.051745206117630005, + 0.052955083549022675, + 0.03938739746809006, + 0.02729199267923832, + 0.02592015638947487, + 0.027280081063508987 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.003195539116859436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032552480697632 + ], + "opposite_logprob_tokens": [ + -2.350325584411621 + ], + "logprob_reward": -0.10032552480697632, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032552480697632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17687436938285828, + 0.116605244576931, + 0.15411771833896637, + 0.03457245975732803, + 0.040115561336278915, + 0.07224446535110474, + 0.14478255808353424, + 0.03681077063083649, + 0.0731327012181282, + 0.15074415504932404 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.10032552480697632 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld medium close-up shot from a slightly upward angle, the camera whips back violently, following the subject's movements, finally framing the face of an East Asian woman, her face pale with fear. Her long, damp, black hair, a few strands tangled and plastered to her pale cheeks and forehead. Her eyes are wide open with utter terror, pupils constricted, her mouth drawn into a silent, screaming O, her jaw clenched with tension, as if she's exerting all her strength but unable to utter a single sound. She's in a narrow alley, squeezed oppressively by high, crumbling walls on either side. The only source of light is a flickering, poorly connected ceiling light. Each flicker casts a twitching, rapidly alternating light and shadow on her distorted features and the damp brick wall behind her, reflecting this sickly light off the damp ground. She's wearing a dark gray hoodie, and her entire body freezes as she suddenly turns back, her shoulders clenched, creating a suffocating atmosphere of intense tension and suspense, as if time has frozen in time, leaving only her silent terror.", + "seed": 98, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_12/index_6204_seed_98_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0757247804896906, + "vlm_logprob": -0.0757247804896906, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.0757247804896906, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07166788727045059 + ], + "opposite_logprob_tokens": [ + -3.0716679096221924 + ], + "logprob_reward": -0.07166788727045059, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.07166788727045059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0820332020521164, + 0.05150548741221428, + 0.031791917979717255, + 0.029408356174826622, + 0.07113137096166611, + 0.04649778828024864, + 0.21433399617671967, + 0.18082021176815033, + 0.07348577678203583, + 0.21899192035198212 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.07166788727045059 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287681877613068 + ], + "opposite_logprob_tokens": [ + -2.0178768634796143 + ], + "logprob_reward": -0.14287681877613068, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14287681877613068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08984627574682236, + 0.03245360031723976, + 0.025693722069263458, + 0.02842436358332634, + 0.05287042260169983, + 0.05681869015097618, + 0.14421914517879486, + 0.2799510061740875, + 0.07001899182796478, + 0.2197037637233734 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.14287681877613068 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015163839561864734 + ], + "opposite_logprob_tokens": [ + -6.501516342163086 + ], + "logprob_reward": -0.0015163839561864734, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015163839561864734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1198495551943779, + 0.05234716087579727, + 0.04380791261792183, + 0.04886467382311821, + 0.05190613865852356, + 0.05037893354892731, + 0.23249278962612152, + 0.15971137583255768, + 0.08173289895057678, + 0.15890856087207794 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.0015163839561864734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198661444708705 + ], + "opposite_logprob_tokens": [ + -6.127198696136475 + ], + "logprob_reward": -0.002198661444708705, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198661444708705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11794716119766235, + 0.08438186347484589, + 0.03306274116039276, + 0.02456199750304222, + 0.03282145410776138, + 0.039147477596998215, + 0.05179085209965706, + 0.06078213453292847, + 0.0774872824549675, + 0.47801703214645386 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.002198661444708705 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld medium close-up from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera whip back violently to frame the face of an East Asian woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's face pale with fear, featuring long damp black hair plastered to her cheeks and forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing a dark gray hoodie in a narrow alley with high crumbling walls and a flickering ceiling light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman's body freeze as she turns back with clenched shoulders, creating a static moment of intense tension?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036415100097656 + ], + "opposite_logprob_tokens": [ + -1.9103641510009766 + ], + "logprob_reward": -0.16036415100097656, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036415100097656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07080988585948944, + 0.0608958937227726, + 0.03698929026722908, + 0.06002962961792946, + 0.03817112743854523, + 0.16552172601222992, + 0.12165135145187378, + 0.26266834139823914, + 0.08322090655565262, + 0.10004185140132904 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.16036415100097656 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_13/index_tensor([6392, 6392])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_13/index_tensor([6392, 6392])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..03f29a9f604956602380c0277919b240f1b23a89 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_13/index_tensor([6392, 6392])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, eye-level close-up captures the captivating formation of a perfect swirling ring, the camera itself delicately jostling in a funky, hypnotic rhythm, as if vibrating to an unseen cosmic beat. The ring is composed of a luminous, bluish-blue viscous liquid, thick and syrupy, forever folding in a seamless, circular flow. Its surface shimmers with an iridescent sheen, while from within, it rhythmically pulsates with kaleidoscopic energy; waves of electric fuchsia, acid yellow, and deep purple swirl and bloom within the dominant blue, creating a dynamic, living light source within the surrounding infinite, velvety black void. The entire visual is rendered in the distinctive style of retro psychedelic posters, characterized by super-saturated, high-contrast colors and bold, flowing lines that give the scene a graphic and authentic quality. The continuous, rhythmic pulses of light and the soft, undulating camera movements are perfectly synchronized, creating a deeply immersive and mesmerizing atmosphere, akin to watching sound waves take on visual form.", + "seed": 14815, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_13/index_6392_seed_14815_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1346343015320599, + "vlm_logprob": -0.1346343015320599, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1346343015320599, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04892873391509056 + ], + "opposite_logprob_tokens": [ + -3.048928737640381 + ], + "logprob_reward": -0.04892873391509056, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04892873391509056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3907589316368103, + 0.04140715301036835, + 0.03182366490364075, + 0.34458523988723755, + 0.026502981781959534, + 0.03135180100798607, + 0.034216802567243576, + 0.07433521002531052, + 0.007281656842678785, + 0.017736492678523064 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.04892873391509056 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651040494441986 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651040494441986, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651040494441986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1315319836139679, + 0.03712335228919983, + 0.1331096589565277, + 0.3863071799278259, + 0.05914994329214096, + 0.04475904628634453, + 0.06645897030830383, + 0.08093313872814178, + 0.020747335627675056, + 0.03987937420606613 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.008651040494441986 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799403429031372 + ], + "opposite_logprob_tokens": [ + -1.8049403429031372 + ], + "logprob_reward": -0.1799403429031372, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799403429031372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19702832400798798, + 0.06011215224862099, + 0.10053220391273499, + 0.35024237632751465, + 0.0631772056221962, + 0.04038778319954872, + 0.059084393084049225, + 0.06635651737451553, + 0.015410201624035835, + 0.04766881465911865 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.1799403429031372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740807089954615 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740807089954615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740807089954615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04957097768783569, + 0.02454105205833912, + 0.022024549543857574, + 0.6174138784408569, + 0.04535091295838356, + 0.031237516552209854, + 0.05826175957918167, + 0.09158553928136826, + 0.02369551919400692, + 0.036318324506282806 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.006740807089954615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42891058325767517 + ], + "opposite_logprob_tokens": [ + -1.0539106130599976 + ], + "logprob_reward": -0.42891058325767517, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42891058325767517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1095585748553276, + 0.06431800872087479, + 0.0738353282213211, + 0.283191978931427, + 0.043015774339437485, + 0.16655297577381134, + 0.1748126894235611, + 0.03912092745304108, + 0.00850674882531166, + 0.03708696365356445 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.42891058325767517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, eye-level close-up captures the captivating formation of a perfect swirling ring, the camera itself delicately jostling in a funky, hypnotic rhythm, as if vibrating to an unseen cosmic beat. The ring is composed of a luminous, bluish-blue viscous liquid, thick and syrupy, forever folding in a seamless, circular flow. Its surface shimmers with an iridescent sheen, while from within, it rhythmically pulsates with kaleidoscopic energy; waves of electric fuchsia, acid yellow, and deep purple swirl and bloom within the dominant blue, creating a dynamic, living light source within the surrounding infinite, velvety black void. The entire visual is rendered in the distinctive style of retro psychedelic posters, characterized by super-saturated, high-contrast colors and bold, flowing lines that give the scene a graphic and authentic quality. The continuous, rhythmic pulses of light and the soft, undulating camera movements are perfectly synchronized, creating a deeply immersive and mesmerizing atmosphere, akin to watching sound waves take on visual form.", + "seed": 14816, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_13/index_6392_seed_14816_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06775748324580491, + "vlm_logprob": -0.06775748324580491, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.06775748324580491, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010095368139445782 + ], + "opposite_logprob_tokens": [ + -4.635095596313477 + ], + "logprob_reward": -0.010095368139445782, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010095368139445782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21762585639953613, + 0.07941177487373352, + 0.058026041835546494, + 0.04384126886725426, + 0.07726053148508072, + 0.03408385440707207, + 0.03618691489100456, + 0.1908387392759323, + 0.05067388340830803, + 0.2120511531829834 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.010095368139445782 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032005298417061567 + ], + "opposite_logprob_tokens": [ + -5.753200531005859 + ], + "logprob_reward": -0.0032005298417061567, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032005298417061567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11327144503593445, + 0.10945845395326614, + 0.1807413250207901, + 0.09512439370155334, + 0.041476059705019, + 0.05540083348751068, + 0.03436550870537758, + 0.11009404808282852, + 0.14761550724506378, + 0.11245241016149521 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.0032005298417061567 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427912563085556 + ], + "opposite_logprob_tokens": [ + -2.017791271209717 + ], + "logprob_reward": -0.1427912563085556, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427912563085556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059701718389987946, + 0.36617377400398254, + 0.040263473987579346, + 0.029176024720072746, + 0.09588118642568588, + 0.021909987553954124, + 0.011337265372276306, + 0.03780529648065567, + 0.09381132572889328, + 0.24393996596336365 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.1427912563085556 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002819374669343233 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.002819374669343233, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002819374669343233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30104804039001465, + 0.045987799763679504, + 0.044834427535533905, + 0.09923451393842697, + 0.08754658699035645, + 0.04433437064290047, + 0.06496468186378479, + 0.1453646868467331, + 0.060266390442848206, + 0.10641846805810928 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.002819374669343233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988088726997375 + ], + "opposite_logprob_tokens": [ + -1.8048808574676514 + ], + "logprob_reward": -0.17988088726997375, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988088726997375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09324689954519272, + 0.10840089619159698, + 0.06915035843849182, + 0.02856602892279625, + 0.08101171255111694, + 0.030030936002731323, + 0.02117932215332985, + 0.14503900706768036, + 0.10850629955530167, + 0.3148685097694397 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.17988088726997375 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, eye-level close-up captures the captivating formation of a perfect swirling ring, the camera itself delicately jostling in a funky, hypnotic rhythm, as if vibrating to an unseen cosmic beat. The ring is composed of a luminous, bluish-blue viscous liquid, thick and syrupy, forever folding in a seamless, circular flow. Its surface shimmers with an iridescent sheen, while from within, it rhythmically pulsates with kaleidoscopic energy; waves of electric fuchsia, acid yellow, and deep purple swirl and bloom within the dominant blue, creating a dynamic, living light source within the surrounding infinite, velvety black void. The entire visual is rendered in the distinctive style of retro psychedelic posters, characterized by super-saturated, high-contrast colors and bold, flowing lines that give the scene a graphic and authentic quality. The continuous, rhythmic pulses of light and the soft, undulating camera movements are perfectly synchronized, creating a deeply immersive and mesmerizing atmosphere, akin to watching sound waves take on visual form.", + "seed": 14817, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_13/index_6392_seed_14817_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04905553008429706, + "vlm_logprob": -0.04905553008429706, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.04905553008429706, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01311662420630455 + ], + "opposite_logprob_tokens": [ + -4.388116836547852 + ], + "logprob_reward": -0.01311662420630455, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01311662420630455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16658826172351837, + 0.10850291699171066, + 0.03636029735207558, + 0.12667924165725708, + 0.027946744114160538, + 0.04438340291380882, + 0.38888880610466003, + 0.036128681153059006, + 0.016992151737213135, + 0.047529466450214386 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.01311662420630455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743411999195814 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743411999195814, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743411999195814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5423855185508728, + 0.020513461902737617, + 0.016538169234991074, + 0.16737000644207, + 0.0294897872954607, + 0.10227961093187332, + 0.055219803005456924, + 0.010254004038870335, + 0.008926314301788807, + 0.04702332988381386 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.006743411999195814 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304741322994232 + ], + "opposite_logprob_tokens": [ + -3.1680474281311035 + ], + "logprob_reward": -0.04304741322994232, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304741322994232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2890028953552246, + 0.05721636489033699, + 0.0994134470820427, + 0.20067501068115234, + 0.026575258001685143, + 0.15729187428951263, + 0.09988176077604294, + 0.01410460751503706, + 0.014318187721073627, + 0.04152059927582741 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.04304741322994232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002488613361492753 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.002488613361492753, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002488613361492753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4139002859592438, + 0.04533673822879791, + 0.03571861982345581, + 0.130120187997818, + 0.02390967682003975, + 0.06885169446468353, + 0.15486806631088257, + 0.040580205619335175, + 0.032580774277448654, + 0.05413375049829483 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.002488613361492753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988158762454987 + ], + "opposite_logprob_tokens": [ + -1.8048815727233887 + ], + "logprob_reward": -0.17988158762454987, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988158762454987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7467060685157776, + 0.03647083044052124, + 0.062297265976667404, + 0.03663155436515808, + 0.009245190769433975, + 0.03880055993795395, + 0.031295061111450195, + 0.018079858273267746, + 0.006442895159125328, + 0.014030730351805687 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.17988158762454987 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, eye-level close-up captures the captivating formation of a perfect swirling ring, the camera itself delicately jostling in a funky, hypnotic rhythm, as if vibrating to an unseen cosmic beat. The ring is composed of a luminous, bluish-blue viscous liquid, thick and syrupy, forever folding in a seamless, circular flow. Its surface shimmers with an iridescent sheen, while from within, it rhythmically pulsates with kaleidoscopic energy; waves of electric fuchsia, acid yellow, and deep purple swirl and bloom within the dominant blue, creating a dynamic, living light source within the surrounding infinite, velvety black void. The entire visual is rendered in the distinctive style of retro psychedelic posters, characterized by super-saturated, high-contrast colors and bold, flowing lines that give the scene a graphic and authentic quality. The continuous, rhythmic pulses of light and the soft, undulating camera movements are perfectly synchronized, creating a deeply immersive and mesmerizing atmosphere, akin to watching sound waves take on visual form.", + "seed": 14818, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_13/index_6392_seed_14818_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07989059016108513, + "vlm_logprob": -0.07989059016108513, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.07989059016108513, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007085671182721853 + ], + "opposite_logprob_tokens": [ + -5.007085800170898 + ], + "logprob_reward": -0.007085671182721853, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007085671182721853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038347236812114716, + 0.010989751666784286, + 0.7803037762641907, + 0.027732351794838905, + 0.010497442446649075, + 0.02170611545443535, + 0.020578403025865555, + 0.037741515785455704, + 0.019681133329868317, + 0.032422251999378204 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.007085671182721853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003622400341555476 + ], + "opposite_logprob_tokens": [ + -5.628622531890869 + ], + "logprob_reward": -0.003622400341555476, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003622400341555476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02648349665105343, + 0.02413768693804741, + 0.7812073230743408, + 0.016455676406621933, + 0.015392531640827656, + 0.037454795092344284, + 0.041105713695287704, + 0.016685254871845245, + 0.015532397665083408, + 0.025545084848999977 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.003622400341555476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036029160022736 + ], + "opposite_logprob_tokens": [ + -1.910360336303711 + ], + "logprob_reward": -0.16036029160022736, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036029160022736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010480089113116264, + 0.014037739485502243, + 0.9061371088027954, + 0.010810104198753834, + 0.018321175128221512, + 0.014836044982075691, + 0.006254842504858971, + 0.008220969699323177, + 0.00450956542044878, + 0.006392327137291431 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.16036029160022736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028183048125356436 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.0028183048125356436, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028183048125356436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04150210693478584, + 0.03445363789796829, + 0.5714819431304932, + 0.040794648230075836, + 0.029984794557094574, + 0.0456978864967823, + 0.06105491518974304, + 0.037678658962249756, + 0.03706055134534836, + 0.10029087215662003 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.0028183048125356436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a swirling ring composed of a luminous bluish-blue viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ring's interior contain pulsating waves of electric fuchsia, acid yellow, and deep purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite velvety black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style rendered in a retro psychedelic poster aesthetic with super-saturated colors and bold flowing lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera exhibit a jostling motion in a funky, hypnotic rhythm synchronized with the light pulses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556628286838531 + ], + "opposite_logprob_tokens": [ + -1.6005662679672241 + ], + "logprob_reward": -0.22556628286838531, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556628286838531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08244431763887405, + 0.11474817991256714, + 0.4589211344718933, + 0.03598833456635475, + 0.035262152552604675, + 0.017884673550724983, + 0.04180070757865906, + 0.1303512305021286, + 0.046603213995695114, + 0.035996079444885254 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.22556628286838531 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_14/index_tensor([1285, 1285])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_14/index_tensor([1285, 1285])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..72183f6e6d572253d80f0e3d55c573813b9b97fa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_14/index_tensor([1285, 1285])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful, ultra-wide, low-angle shot follows and circles the protagonist at breathtaking speed. The frame centers on the majestic, golden-armored Monkey King, soaring rapidly above a boundless, turbulent sea of clouds, atop a swirling cloud of golden and white vortexes. His intricately crafted golden mail gleams in the glaring sunlight, each plate reflecting a dazzling light. The two slender pheasant feathers atop his phoenix-winged, purple-gold crown flutter violently backward in the high-speed airflow. On his furry face, a pair of fiery golden eyes gleam with unbridled sharpness. The corners of his mouth curl upward in a defiant smile. He crouches, his feet firmly planted on the clouds, demonstrating absolute control of his speed. He shatters the dense cloud cover like a golden arrow, leaving a long, swirling trail of mist in his wake. The ultra-wide-angle lens not only captures the details of his sharp and agile body movements, but also captures the giant cumulonimbus clouds in the background that undulate like mountains and the deep and boundless blue sky higher up. The strong perspective effect greatly enhances the sense of speed of flight and the grandeur of space, creating a magnificent atmosphere of mythical epic, full of power and freedom.", + "seed": 10239, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_14/index_1285_seed_10239_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025437469966709612, + "vlm_logprob": -0.025437469966709612, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.025437469966709612, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018499338999390602 + ], + "opposite_logprob_tokens": [ + -4.018499374389648 + ], + "logprob_reward": -0.018499338999390602, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018499338999390602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20193246006965637, + 0.20721374452114105, + 0.03592337667942047, + 0.06985094398260117, + 0.171662837266922, + 0.13403095304965973, + 0.038600772619247437, + 0.04813167452812195, + 0.022906137630343437, + 0.06974712014198303 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.018499338999390602 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307379201054573 + ], + "opposite_logprob_tokens": [ + -3.168073892593384 + ], + "logprob_reward": -0.04307379201054573, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307379201054573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2873351275920868, + 0.1198066771030426, + 0.04408707097172737, + 0.044162385165691376, + 0.09742920100688934, + 0.04735396057367325, + 0.06262563914060593, + 0.08741883933544159, + 0.14114153385162354, + 0.06863962858915329 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.04307379201054573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294363170862198 + ], + "opposite_logprob_tokens": [ + -3.773294448852539 + ], + "logprob_reward": -0.023294363170862198, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294363170862198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17044268548488617, + 0.2261970192193985, + 0.05003124102950096, + 0.05336510017514229, + 0.20566263794898987, + 0.03693152591586113, + 0.023966247215867043, + 0.044184841215610504, + 0.06364971399307251, + 0.1255689412355423 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.023294363170862198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532410211861134 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532410211861134, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532410211861134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2638503313064575, + 0.08804403990507126, + 0.024356599897146225, + 0.01412864588201046, + 0.01683145761489868, + 0.3974677622318268, + 0.026220455765724182, + 0.07660482078790665, + 0.07231643050909042, + 0.020179467275738716 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.012532410211861134 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029787445440888405 + ], + "opposite_logprob_tokens": [ + -3.529787540435791 + ], + "logprob_reward": -0.029787445440888405, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029787445440888405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14623120427131653, + 0.3085152804851532, + 0.017039168626070023, + 0.031579241156578064, + 0.11794108152389526, + 0.17544448375701904, + 0.02519487962126732, + 0.06799716502428055, + 0.03633083403110504, + 0.07372672110795975 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.029787445440888405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, ultra-wide, low-angle shot follows and circles the protagonist at breathtaking speed. The frame centers on the majestic, golden-armored Monkey King, soaring rapidly above a boundless, turbulent sea of clouds, atop a swirling cloud of golden and white vortexes. His intricately crafted golden mail gleams in the glaring sunlight, each plate reflecting a dazzling light. The two slender pheasant feathers atop his phoenix-winged, purple-gold crown flutter violently backward in the high-speed airflow. On his furry face, a pair of fiery golden eyes gleam with unbridled sharpness. The corners of his mouth curl upward in a defiant smile. He crouches, his feet firmly planted on the clouds, demonstrating absolute control of his speed. He shatters the dense cloud cover like a golden arrow, leaving a long, swirling trail of mist in his wake. The ultra-wide-angle lens not only captures the details of his sharp and agile body movements, but also captures the giant cumulonimbus clouds in the background that undulate like mountains and the deep and boundless blue sky higher up. The strong perspective effect greatly enhances the sense of speed of flight and the grandeur of space, creating a magnificent atmosphere of mythical epic, full of power and freedom.", + "seed": 10240, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_14/index_1285_seed_10240_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.057479122374206784, + "vlm_logprob": -0.057479122374206784, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.057479122374206784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020805099979043007 + ], + "opposite_logprob_tokens": [ + -3.8958051204681396 + ], + "logprob_reward": -0.020805099979043007, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020805099979043007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0811544731259346, + 0.10169915854930878, + 0.08594468235969543, + 0.06297212094068527, + 0.10387886315584183, + 0.11348047107458115, + 0.06573158502578735, + 0.03832326456904411, + 0.2918371558189392, + 0.05497821047902107 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.020805099979043007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988497018814087 + ], + "opposite_logprob_tokens": [ + -1.804884910583496 + ], + "logprob_reward": -0.17988497018814087, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988497018814087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15062648057937622, + 0.07221225649118423, + 0.11224287748336792, + 0.07069191336631775, + 0.08230363577604294, + 0.08519907295703888, + 0.12093144655227661, + 0.07787755131721497, + 0.18522433936595917, + 0.04269050806760788 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.17988497018814087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058943174779415 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058943174779415, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058943174779415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17009690403938293, + 0.07556842267513275, + 0.07531871646642685, + 0.08763545751571655, + 0.10081057250499725, + 0.06672023236751556, + 0.06623636931180954, + 0.05140366032719612, + 0.2699359953403473, + 0.03627362474799156 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.02058943174779415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091464448720217 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091464448720217, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091464448720217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13415949046611786, + 0.053841158747673035, + 0.07731238007545471, + 0.05198964849114418, + 0.11747400462627411, + 0.11646685004234314, + 0.054389819502830505, + 0.024302557110786438, + 0.3456467092037201, + 0.024417391046881676 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.004091464448720217 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202464550733566 + ], + "opposite_logprob_tokens": [ + -2.8120245933532715 + ], + "logprob_reward": -0.06202464550733566, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202464550733566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04240259900689125, + 0.05048190429806709, + 0.04554537683725357, + 0.0326792411506176, + 0.027580996975302696, + 0.04274173080921173, + 0.06497149169445038, + 0.03355330228805542, + 0.6280744671821594, + 0.03196892887353897 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.06202464550733566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, ultra-wide, low-angle shot follows and circles the protagonist at breathtaking speed. The frame centers on the majestic, golden-armored Monkey King, soaring rapidly above a boundless, turbulent sea of clouds, atop a swirling cloud of golden and white vortexes. His intricately crafted golden mail gleams in the glaring sunlight, each plate reflecting a dazzling light. The two slender pheasant feathers atop his phoenix-winged, purple-gold crown flutter violently backward in the high-speed airflow. On his furry face, a pair of fiery golden eyes gleam with unbridled sharpness. The corners of his mouth curl upward in a defiant smile. He crouches, his feet firmly planted on the clouds, demonstrating absolute control of his speed. He shatters the dense cloud cover like a golden arrow, leaving a long, swirling trail of mist in his wake. The ultra-wide-angle lens not only captures the details of his sharp and agile body movements, but also captures the giant cumulonimbus clouds in the background that undulate like mountains and the deep and boundless blue sky higher up. The strong perspective effect greatly enhances the sense of speed of flight and the grandeur of space, creating a magnificent atmosphere of mythical epic, full of power and freedom.", + "seed": 10241, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_14/index_1285_seed_10241_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022374103823676706, + "vlm_logprob": -0.022374103823676706, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.022374103823676706, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02670247294008732 + ], + "opposite_logprob_tokens": [ + -3.651702404022217 + ], + "logprob_reward": -0.02670247294008732, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02670247294008732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.175790473818779, + 0.07470685243606567, + 0.07234878838062286, + 0.12106821686029434, + 0.1416613757610321, + 0.0959455668926239, + 0.09542767703533173, + 0.06924358755350113, + 0.07666570693254471, + 0.07714173942804337 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.02670247294008732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811439871788025 + ], + "opposite_logprob_tokens": [ + -3.288114309310913 + ], + "logprob_reward": -0.03811439871788025, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811439871788025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2065218687057495, + 0.06964899599552155, + 0.06927451491355896, + 0.166991725564003, + 0.06776226311922073, + 0.0784047469496727, + 0.12789857387542725, + 0.047964539378881454, + 0.11050175875425339, + 0.0550309494137764 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.03811439871788025 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292383179068565 + ], + "opposite_logprob_tokens": [ + -3.773292303085327 + ], + "logprob_reward": -0.023292383179068565, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292383179068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26145991683006287, + 0.06893179565668106, + 0.06090934947133064, + 0.13517281413078308, + 0.07732582092285156, + 0.042335376143455505, + 0.021318882703781128, + 0.08558285236358643, + 0.15778225660324097, + 0.08918093144893646 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.023292383179068565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031887658406049013 + ], + "opposite_logprob_tokens": [ + -5.753188610076904 + ], + "logprob_reward": -0.0031887658406049013, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031887658406049013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15851813554763794, + 0.09616389870643616, + 0.11322939395904541, + 0.19410920143127441, + 0.10846032202243805, + 0.0784347653388977, + 0.043201640248298645, + 0.08435682207345963, + 0.052032578736543655, + 0.0714932456612587 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0031887658406049013 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020572498440742493 + ], + "opposite_logprob_tokens": [ + -3.8955724239349365 + ], + "logprob_reward": -0.020572498440742493, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020572498440742493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13718298077583313, + 0.06352552771568298, + 0.05899529159069061, + 0.07652394473552704, + 0.12164687365293503, + 0.11387377232313156, + 0.24071083962917328, + 0.0792846754193306, + 0.05657036602497101, + 0.05168570578098297 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.020572498440742493 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, ultra-wide, low-angle shot follows and circles the protagonist at breathtaking speed. The frame centers on the majestic, golden-armored Monkey King, soaring rapidly above a boundless, turbulent sea of clouds, atop a swirling cloud of golden and white vortexes. His intricately crafted golden mail gleams in the glaring sunlight, each plate reflecting a dazzling light. The two slender pheasant feathers atop his phoenix-winged, purple-gold crown flutter violently backward in the high-speed airflow. On his furry face, a pair of fiery golden eyes gleam with unbridled sharpness. The corners of his mouth curl upward in a defiant smile. He crouches, his feet firmly planted on the clouds, demonstrating absolute control of his speed. He shatters the dense cloud cover like a golden arrow, leaving a long, swirling trail of mist in his wake. The ultra-wide-angle lens not only captures the details of his sharp and agile body movements, but also captures the giant cumulonimbus clouds in the background that undulate like mountains and the deep and boundless blue sky higher up. The strong perspective effect greatly enhances the sense of speed of flight and the grandeur of space, creating a magnificent atmosphere of mythical epic, full of power and freedom.", + "seed": 10242, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_14/index_1285_seed_10242_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01922187125310302, + "vlm_logprob": -0.01922187125310302, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.01922187125310302, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014469457790255547 + ], + "opposite_logprob_tokens": [ + -4.264469623565674 + ], + "logprob_reward": -0.014469457790255547, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014469457790255547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17743024230003357, + 0.10406704246997833, + 0.0719042718410492, + 0.089541956782341, + 0.055279865860939026, + 0.06531940400600433, + 0.17674240469932556, + 0.08259373903274536, + 0.07383710145950317, + 0.10328397899866104 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.014469457790255547 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359431445598602 + ], + "opposite_logprob_tokens": [ + -3.6513593196868896 + ], + "logprob_reward": -0.026359431445598602, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359431445598602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21288204193115234, + 0.14086301624774933, + 0.1267004907131195, + 0.08485130965709686, + 0.06111903488636017, + 0.08408543467521667, + 0.055858440697193146, + 0.03751392662525177, + 0.05173575505614281, + 0.14439058303833008 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.026359431445598602 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980896644294262 + ], + "opposite_logprob_tokens": [ + -3.52980899810791 + ], + "logprob_reward": -0.02980896644294262, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980896644294262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18889066576957703, + 0.09340901672840118, + 0.06268979609012604, + 0.06800279766321182, + 0.09152586758136749, + 0.09585738927125931, + 0.2336481213569641, + 0.03301931545138359, + 0.07103297859430313, + 0.061924047768116 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.02980896644294262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021941415034234524 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.0021941415034234524, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021941415034234524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2348753958940506, + 0.06752719730138779, + 0.03113599866628647, + 0.03392544388771057, + 0.07715830206871033, + 0.10989504307508469, + 0.20296481251716614, + 0.04763060808181763, + 0.0301725585013628, + 0.16471464931964874 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0021941415034234524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the protagonist a Monkey King wearing golden armor and a purple-gold crown with two pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Monkey King soaring rapidly above a turbulent sea of clouds while crouching with feet firmly planted on the clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the Monkey King have fiery golden eyes and a mouth curling upward in a defiant smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of giant undulating cumulonimbus clouds and a deep blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an ultra-wide, low-angle view that circles the protagonist at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327735908329487 + ], + "opposite_logprob_tokens": [ + -3.7732772827148438 + ], + "logprob_reward": -0.02327735908329487, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327735908329487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1454230695962906, + 0.11692022532224655, + 0.056603409349918365, + 0.05472981557250023, + 0.05370659381151199, + 0.06792853027582169, + 0.19058707356452942, + 0.05260690301656723, + 0.05865279585123062, + 0.2028416097164154 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.02327735908329487 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_15/index_tensor([3269, 3269])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_15/index_tensor([3269, 3269])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3560ce42ca806dbbdbd56b17521b1f12bd2849f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_15/index_tensor([3269, 3269])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, with an extremely shallow depth of field, focuses precisely on the cheek and jawline of a handsome man. Under the glaring spotlight of the press conference, his meticulously short black hair and the crisp white collar of his dark blue suit stand out clearly, yet a silent and terrifying transformation is taking place on his face. His bronzed skin, like a drying autumn leaf, curls, cracks, and flakes away at a visible speed, revealing a dense, serpentine layer of scales shimmering with a dark green iridescence. Each momentary burst of camera light casts a cold, metallic hue on these newly formed flakes, creating an eerie contrast with the frozen expression of his face, straining to maintain composure. In the foreground, his speaking mouth is completely out of focus, a mere blurry, moving outline. This forces the viewer's attention on this grotesque transformation, creating a suffocating, surreal atmosphere of secrets being revealed in public.", + "seed": 28361, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_15/index_3269_seed_28361_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07035517408512533, + "vlm_logprob": -0.07035517408512533, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.07035517408512533, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14470723271369934 + ], + "opposite_logprob_tokens": [ + -2.019707202911377 + ], + "logprob_reward": -0.14470723271369934, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14470723271369934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025597188621759415, + 0.016957128420472145, + 0.007017920259386301, + 0.04211639612913132, + 0.02972399815917015, + 0.022713016718626022, + 0.2326744645833969, + 0.159715935587883, + 0.3897174000740051, + 0.07376652210950851 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.14470723271369934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04315714165568352 + ], + "opposite_logprob_tokens": [ + -3.1681571006774902 + ], + "logprob_reward": -0.04315714165568352, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04315714165568352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08845486491918564, + 0.035998258739709854, + 0.09356579929590225, + 0.06545614451169968, + 0.08529221266508102, + 0.020999521017074585, + 0.3059876263141632, + 0.09016413986682892, + 0.12305262684822083, + 0.09102873504161835 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.04315714165568352 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002829835517331958 + ], + "opposite_logprob_tokens": [ + -5.8778300285339355 + ], + "logprob_reward": -0.002829835517331958, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002829835517331958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019194556400179863, + 0.016084954142570496, + 0.01274504978209734, + 0.022451147437095642, + 0.04537735879421234, + 0.03088884800672531, + 0.11383629590272903, + 0.048480987548828125, + 0.6159549951553345, + 0.07498588413000107 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.002829835517331958 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287972450256348 + ], + "opposite_logprob_tokens": [ + -2.0178797245025635 + ], + "logprob_reward": -0.14287972450256348, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14287972450256348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06712625175714493, + 0.15714983642101288, + 0.02176530845463276, + 0.11558052152395248, + 0.13772955536842346, + 0.061793334782123566, + 0.08222029358148575, + 0.06130536273121834, + 0.19014818966388702, + 0.10518135875463486 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.14287972450256348 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201936036348343 + ], + "opposite_logprob_tokens": [ + -4.01820182800293 + ], + "logprob_reward": -0.018201936036348343, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018201936036348343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029467729851603508, + 0.026809675619006157, + 0.0064157298766076565, + 0.051295410841703415, + 0.043335843831300735, + 0.02685779519379139, + 0.34373602271080017, + 0.016138140112161636, + 0.3333223760128021, + 0.1226213201880455 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.018201936036348343 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, with an extremely shallow depth of field, focuses precisely on the cheek and jawline of a handsome man. Under the glaring spotlight of the press conference, his meticulously short black hair and the crisp white collar of his dark blue suit stand out clearly, yet a silent and terrifying transformation is taking place on his face. His bronzed skin, like a drying autumn leaf, curls, cracks, and flakes away at a visible speed, revealing a dense, serpentine layer of scales shimmering with a dark green iridescence. Each momentary burst of camera light casts a cold, metallic hue on these newly formed flakes, creating an eerie contrast with the frozen expression of his face, straining to maintain composure. In the foreground, his speaking mouth is completely out of focus, a mere blurry, moving outline. This forces the viewer's attention on this grotesque transformation, creating a suffocating, surreal atmosphere of secrets being revealed in public.", + "seed": 28362, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_15/index_3269_seed_28362_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.043470431491732596, + "vlm_logprob": -0.043470431491732596, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.043470431491732596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07317499071359634 + ], + "opposite_logprob_tokens": [ + -2.6981749534606934 + ], + "logprob_reward": -0.07317499071359634, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07317499071359634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14699287712574005, + 0.052106823772192, + 0.05111215263605118, + 0.07124370336532593, + 0.1229609027504921, + 0.06571009010076523, + 0.04245717450976372, + 0.04119040444493294, + 0.36636921763420105, + 0.039856597781181335 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.07317499071359634 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03820527717471123 + ], + "opposite_logprob_tokens": [ + -3.28820538520813 + ], + "logprob_reward": -0.03820527717471123, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03820527717471123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20947973430156708, + 0.08603820204734802, + 0.09713594615459442, + 0.09177152067422867, + 0.047655414789915085, + 0.19667699933052063, + 0.04868212342262268, + 0.03138235583901405, + 0.11948049813508987, + 0.07169727236032486 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.03820527717471123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023319868370890617 + ], + "opposite_logprob_tokens": [ + -3.773319959640503 + ], + "logprob_reward": -0.023319868370890617, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023319868370890617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0324215292930603, + 0.01343747228384018, + 0.027856307104229927, + 0.11705459654331207, + 0.07779904454946518, + 0.12111149728298187, + 0.04796404391527176, + 0.03294169157743454, + 0.45749399065971375, + 0.07191984355449677 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.023319868370890617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07009594887495041 + ], + "opposite_logprob_tokens": [ + -2.695096015930176 + ], + "logprob_reward": -0.07009594887495041, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07009594887495041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14133112132549286, + 0.09904162585735321, + 0.09628970175981522, + 0.05008827522397041, + 0.09994376450777054, + 0.08629634231328964, + 0.04277084767818451, + 0.0333842970430851, + 0.2861006557941437, + 0.06475338339805603 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.07009594887495041 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556072324514389 + ], + "opposite_logprob_tokens": [ + -4.387556076049805 + ], + "logprob_reward": -0.012556072324514389, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556072324514389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1751985251903534, + 0.09173312783241272, + 0.08576782792806625, + 0.09933000057935715, + 0.11690635979175568, + 0.03728330880403519, + 0.06212557107210159, + 0.10127116739749908, + 0.0887535810470581, + 0.14163051545619965 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.012556072324514389 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, with an extremely shallow depth of field, focuses precisely on the cheek and jawline of a handsome man. Under the glaring spotlight of the press conference, his meticulously short black hair and the crisp white collar of his dark blue suit stand out clearly, yet a silent and terrifying transformation is taking place on his face. His bronzed skin, like a drying autumn leaf, curls, cracks, and flakes away at a visible speed, revealing a dense, serpentine layer of scales shimmering with a dark green iridescence. Each momentary burst of camera light casts a cold, metallic hue on these newly formed flakes, creating an eerie contrast with the frozen expression of his face, straining to maintain composure. In the foreground, his speaking mouth is completely out of focus, a mere blurry, moving outline. This forces the viewer's attention on this grotesque transformation, creating a suffocating, surreal atmosphere of secrets being revealed in public.", + "seed": 28363, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_15/index_3269_seed_28363_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.049220049381256105, + "vlm_logprob": -0.049220049381256105, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.049220049381256105, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03837691619992256 + ], + "opposite_logprob_tokens": [ + -3.413376808166504 + ], + "logprob_reward": -0.03837691619992256, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03837691619992256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10198356211185455, + 0.06966760754585266, + 0.21189992129802704, + 0.06562741100788116, + 0.03733132779598236, + 0.05833521485328674, + 0.22928576171398163, + 0.08849456161260605, + 0.04968683794140816, + 0.08768776804208755 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.03837691619992256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038204360753297806 + ], + "opposite_logprob_tokens": [ + -3.2882044315338135 + ], + "logprob_reward": -0.038204360753297806, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038204360753297806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26198601722717285, + 0.1433131843805313, + 0.11482404917478561, + 0.05346204712986946, + 0.03479606658220291, + 0.040448740124702454, + 0.052549369633197784, + 0.10401368886232376, + 0.049984075129032135, + 0.1446228325366974 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.038204360753297806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03375526890158653 + ], + "opposite_logprob_tokens": [ + -3.408755302429199 + ], + "logprob_reward": -0.03375526890158653, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03375526890158653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0963587760925293, + 0.12257739156484604, + 0.08949227631092072, + 0.048593923449516296, + 0.04064220190048218, + 0.05473567172884941, + 0.032359931617975235, + 0.28948161005973816, + 0.0636175200343132, + 0.1621406376361847 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.03375526890158653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711136043071747 + ], + "opposite_logprob_tokens": [ + -2.1271114349365234 + ], + "logprob_reward": -0.12711136043071747, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711136043071747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19035044312477112, + 0.18848620355129242, + 0.1346883475780487, + 0.10135955363512039, + 0.04778828099370003, + 0.022872544825077057, + 0.044004909694194794, + 0.08548883348703384, + 0.061650216579437256, + 0.1233106255531311 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.12711136043071747 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865234062075615 + ], + "opposite_logprob_tokens": [ + -4.758652210235596 + ], + "logprob_reward": -0.00865234062075615, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865234062075615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.132005512714386, + 0.09107080847024918, + 0.20989960432052612, + 0.06067905202507973, + 0.033326029777526855, + 0.03241885453462601, + 0.144817054271698, + 0.1223684772849083, + 0.05154772102832794, + 0.12186689674854279 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.00865234062075615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, with an extremely shallow depth of field, focuses precisely on the cheek and jawline of a handsome man. Under the glaring spotlight of the press conference, his meticulously short black hair and the crisp white collar of his dark blue suit stand out clearly, yet a silent and terrifying transformation is taking place on his face. His bronzed skin, like a drying autumn leaf, curls, cracks, and flakes away at a visible speed, revealing a dense, serpentine layer of scales shimmering with a dark green iridescence. Each momentary burst of camera light casts a cold, metallic hue on these newly formed flakes, creating an eerie contrast with the frozen expression of his face, straining to maintain composure. In the foreground, his speaking mouth is completely out of focus, a mere blurry, moving outline. This forces the viewer's attention on this grotesque transformation, creating a suffocating, surreal atmosphere of secrets being revealed in public.", + "seed": 28364, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_15/index_3269_seed_28364_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04402755089104175, + "vlm_logprob": -0.04402755089104175, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.04402755089104175, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0359174869954586 + ], + "opposite_logprob_tokens": [ + -3.4109175205230713 + ], + "logprob_reward": -0.0359174869954586, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0359174869954586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1502247303724289, + 0.058860328048467636, + 0.052660055458545685, + 0.06379539519548416, + 0.08497193455696106, + 0.06686457991600037, + 0.14222556352615356, + 0.07371903955936432, + 0.017146946862339973, + 0.2895314395427704 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0359174869954586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029873529449105263 + ], + "opposite_logprob_tokens": [ + -3.5298736095428467 + ], + "logprob_reward": -0.029873529449105263, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029873529449105263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2262328416109085, + 0.0977054312825203, + 0.19554555416107178, + 0.07019311189651489, + 0.04914918541908264, + 0.05646698176860809, + 0.052242595702409744, + 0.09573247283697128, + 0.024482324719429016, + 0.13224944472312927 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.029873529449105263 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028271013870835304 + ], + "opposite_logprob_tokens": [ + -5.877827167510986 + ], + "logprob_reward": -0.0028271013870835304, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028271013870835304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09581820666790009, + 0.03507619351148605, + 0.14853107929229736, + 0.10942807793617249, + 0.117195263504982, + 0.054009340703487396, + 0.0777997374534607, + 0.05878877267241478, + 0.06714979559183121, + 0.23620358109474182 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.0028271013870835304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428723782300949 + ], + "opposite_logprob_tokens": [ + -2.0178723335266113 + ], + "logprob_reward": -0.1428723782300949, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428723782300949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13748599588871002, + 0.11863220483064651, + 0.09098445624113083, + 0.10678696632385254, + 0.06112188100814819, + 0.10773161798715591, + 0.10348357260227203, + 0.02219291403889656, + 0.03235742449760437, + 0.21922294795513153 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.1428723782300949 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the man's cheek and jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the man have short black hair and wear a dark blue suit with a white collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man's skin visibly curling, cracking, and flaking away to reveal dark green iridescent scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's mouth in the foreground completely out of focus and blurry?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the depth of field extremely shallow, keeping only the cheek and jawline in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647258393466473 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647258393466473, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647258393466473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17456568777561188, + 0.11050213873386383, + 0.044507771730422974, + 0.0798056498169899, + 0.07191915810108185, + 0.07989490777254105, + 0.16536125540733337, + 0.1246638149023056, + 0.03611438721418381, + 0.11266518384218216 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.008647258393466473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_2/index_tensor([3448, 3448])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_2/index_tensor([3448, 3448])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1967e76081fdad804c3b5e8313cfbf6ecd0a06a5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_2/index_tensor([3448, 3448])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures the scene, rendered in the distinctive Ukiyo-e style, creating the impression of a living woodblock print. Beneath a sharp, silver crescent moon hanging in a deep blue sky, a majestic deer, draped in soft ochre, is depicted with a bold black outline, defining its form. Its large, mule-like ears pricked and tilted in different directions, it crouches amidst a stylized field of windswept reeds, listening intently. The deer's body is a study in intensity; its powerful hips hunched, its neck muscles tense, its head perfectly still, while its dark, liquid eyes are wide and alert. The reeds, rendered in elegant, calligraphic strokes of ochre and dark brown, curve in unison, suggesting a silent breeze. The entire composition adheres to a flat perspective, using the layers of reeds and deer to create depth without a traditional vanishing point. The muted color palette, dominated by the deep indigo of night and the ochre of earth, creates a tranquil yet tense atmosphere for the landscape and animals. A subtle layer of fine film grain coats the entire image, adding rich texture and enhancing the cinematic viewing atmosphere.", + "seed": 23846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_2/index_3448_seed_23846_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017213500174693763, + "vlm_logprob": -0.017213500174693763, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.017213500174693763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018981831148266792 + ], + "opposite_logprob_tokens": [ + -4.01898193359375 + ], + "logprob_reward": -0.018981831148266792, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018981831148266792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09396860748529434, + 0.031157515943050385, + 0.015348022803664207, + 0.045871976763010025, + 0.0099948113784194, + 0.006007545627653599, + 0.6883085370063782, + 0.032106805592775345, + 0.02091093920171261, + 0.05632525682449341 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.018981831148266792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010459910845384002 + ], + "opposite_logprob_tokens": [ + -6.876046180725098 + ], + "logprob_reward": -0.0010459910845384002, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010459910845384002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14956919848918915, + 0.02518903836607933, + 0.013820840045809746, + 0.015256001614034176, + 0.009360668249428272, + 0.01461142860352993, + 0.7152137160301208, + 0.009441502392292023, + 0.0075300089083611965, + 0.04000755026936531 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.0010459910845384002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007623862475156784 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.007623862475156784, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007623862475156784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1815182864665985, + 0.06388149410486221, + 0.05377829819917679, + 0.026577789336442947, + 0.03072710894048214, + 0.01679774560034275, + 0.5806595087051392, + 0.011216146871447563, + 0.014549333602190018, + 0.020294299349188805 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.007623862475156784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009774324484169483 + ], + "opposite_logprob_tokens": [ + -4.634774208068848 + ], + "logprob_reward": -0.009774324484169483, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009774324484169483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08196252584457397, + 0.013223706744611263, + 0.023819386959075928, + 0.01419709250330925, + 0.011849588714540005, + 0.009494882076978683, + 0.7898519039154053, + 0.013000926934182644, + 0.008699002675712109, + 0.03390093147754669 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.009774324484169483 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864149168133736 + ], + "opposite_logprob_tokens": [ + -3.0486414432525635 + ], + "logprob_reward": -0.04864149168133736, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864149168133736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09361183643341064, + 0.04711911827325821, + 0.011705748736858368, + 0.02595873922109604, + 0.024796996265649796, + 0.012272786349058151, + 0.6909779906272888, + 0.018930450081825256, + 0.020625948905944824, + 0.05400034412741661 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.04864149168133736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene, rendered in the distinctive Ukiyo-e style, creating the impression of a living woodblock print. Beneath a sharp, silver crescent moon hanging in a deep blue sky, a majestic deer, draped in soft ochre, is depicted with a bold black outline, defining its form. Its large, mule-like ears pricked and tilted in different directions, it crouches amidst a stylized field of windswept reeds, listening intently. The deer's body is a study in intensity; its powerful hips hunched, its neck muscles tense, its head perfectly still, while its dark, liquid eyes are wide and alert. The reeds, rendered in elegant, calligraphic strokes of ochre and dark brown, curve in unison, suggesting a silent breeze. The entire composition adheres to a flat perspective, using the layers of reeds and deer to create depth without a traditional vanishing point. The muted color palette, dominated by the deep indigo of night and the ochre of earth, creates a tranquil yet tense atmosphere for the landscape and animals. A subtle layer of fine film grain coats the entire image, adding rich texture and enhancing the cinematic viewing atmosphere.", + "seed": 23847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_2/index_3448_seed_23847_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02066360870376229, + "vlm_logprob": -0.02066360870376229, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.02066360870376229, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016691084951162338 + ], + "opposite_logprob_tokens": [ + -4.141691207885742 + ], + "logprob_reward": -0.016691084951162338, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016691084951162338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07439690083265305, + 0.06116536259651184, + 0.12393774092197418, + 0.10573185235261917, + 0.07684817165136337, + 0.3293044865131378, + 0.08507994562387466, + 0.04383935034275055, + 0.03063744492828846, + 0.06905871629714966 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.016691084951162338 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007214327342808247 + ], + "opposite_logprob_tokens": [ + -7.250721454620361 + ], + "logprob_reward": -0.0007214327342808247, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007214327342808247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1233024001121521, + 0.09064235538244247, + 0.13646414875984192, + 0.10817155987024307, + 0.13019156455993652, + 0.23832060396671295, + 0.06604962050914764, + 0.025939803570508957, + 0.03372833877801895, + 0.04718963801860809 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.0007214327342808247 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191304333508015 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191304333508015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191304333508015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14851009845733643, + 0.07809892296791077, + 0.10060295462608337, + 0.09966538846492767, + 0.2840060591697693, + 0.04131956398487091, + 0.0488123893737793, + 0.07202474772930145, + 0.05069664865732193, + 0.0762631893157959 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.014191304333508015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017090728506445885 + ], + "opposite_logprob_tokens": [ + -6.376708984375 + ], + "logprob_reward": -0.0017090728506445885, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017090728506445885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08062911033630371, + 0.14200736582279205, + 0.08280287683010101, + 0.08467111736536026, + 0.10717298835515976, + 0.29526299238204956, + 0.08804937452077866, + 0.0524037703871727, + 0.016206402331590652, + 0.05079394951462746 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.0017090728506445885 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700051486492157 + ], + "opposite_logprob_tokens": [ + -2.695005178451538 + ], + "logprob_reward": -0.0700051486492157, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700051486492157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03973298892378807, + 0.0253456961363554, + 0.0860939621925354, + 0.04900750145316124, + 0.04146112501621246, + 0.47650346159935, + 0.18054908514022827, + 0.02406919188797474, + 0.03601670637726784, + 0.04122037813067436 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.0700051486492157 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene, rendered in the distinctive Ukiyo-e style, creating the impression of a living woodblock print. Beneath a sharp, silver crescent moon hanging in a deep blue sky, a majestic deer, draped in soft ochre, is depicted with a bold black outline, defining its form. Its large, mule-like ears pricked and tilted in different directions, it crouches amidst a stylized field of windswept reeds, listening intently. The deer's body is a study in intensity; its powerful hips hunched, its neck muscles tense, its head perfectly still, while its dark, liquid eyes are wide and alert. The reeds, rendered in elegant, calligraphic strokes of ochre and dark brown, curve in unison, suggesting a silent breeze. The entire composition adheres to a flat perspective, using the layers of reeds and deer to create depth without a traditional vanishing point. The muted color palette, dominated by the deep indigo of night and the ochre of earth, creates a tranquil yet tense atmosphere for the landscape and animals. A subtle layer of fine film grain coats the entire image, adding rich texture and enhancing the cinematic viewing atmosphere.", + "seed": 23848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_2/index_3448_seed_23848_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021432464383542536, + "vlm_logprob": -0.021432464383542536, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.021432464383542536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02431569993495941 + ], + "opposite_logprob_tokens": [ + -3.774315595626831 + ], + "logprob_reward": -0.02431569993495941, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02431569993495941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41941386461257935, + 0.22940033674240112, + 0.029556507244706154, + 0.03412739187479019, + 0.024014728143811226, + 0.03265884891152382, + 0.07302393019199371, + 0.07078157365322113, + 0.06331148743629456, + 0.02371138148009777 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02431569993495941 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010461101774126291 + ], + "opposite_logprob_tokens": [ + -6.876046180725098 + ], + "logprob_reward": -0.0010461101774126291, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010461101774126291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2748754322528839, + 0.2998884916305542, + 0.06422560662031174, + 0.03439370542764664, + 0.04544631391763687, + 0.05065396800637245, + 0.07074227184057236, + 0.04382774978876114, + 0.06624490767717361, + 0.04970152676105499 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0010461101774126291 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107639167457819 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.01107639167457819, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107639167457819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2722131311893463, + 0.12774772942066193, + 0.09851424396038055, + 0.05253398045897484, + 0.07577565312385559, + 0.1532280445098877, + 0.062398914247751236, + 0.055010370910167694, + 0.07008582353591919, + 0.03249207139015198 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.01107639167457819 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007146426942199469 + ], + "opposite_logprob_tokens": [ + -7.2507147789001465 + ], + "logprob_reward": -0.0007146426942199469, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007146426942199469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1889932006597519, + 0.2913163900375366, + 0.0859246477484703, + 0.04785890877246857, + 0.05829349905252457, + 0.08328422904014587, + 0.07624935358762741, + 0.06426722556352615, + 0.0651804581284523, + 0.03863197937607765 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0007146426942199469 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000947743654251 + ], + "opposite_logprob_tokens": [ + -2.695009469985962 + ], + "logprob_reward": -0.07000947743654251, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000947743654251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14279097318649292, + 0.46285122632980347, + 0.04499698802828789, + 0.02440425381064415, + 0.024011610075831413, + 0.0373535118997097, + 0.06980913877487183, + 0.06170183792710304, + 0.08139318972826004, + 0.050687309354543686 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.07000947743654251 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene, rendered in the distinctive Ukiyo-e style, creating the impression of a living woodblock print. Beneath a sharp, silver crescent moon hanging in a deep blue sky, a majestic deer, draped in soft ochre, is depicted with a bold black outline, defining its form. Its large, mule-like ears pricked and tilted in different directions, it crouches amidst a stylized field of windswept reeds, listening intently. The deer's body is a study in intensity; its powerful hips hunched, its neck muscles tense, its head perfectly still, while its dark, liquid eyes are wide and alert. The reeds, rendered in elegant, calligraphic strokes of ochre and dark brown, curve in unison, suggesting a silent breeze. The entire composition adheres to a flat perspective, using the layers of reeds and deer to create depth without a traditional vanishing point. The muted color palette, dominated by the deep indigo of night and the ochre of earth, creates a tranquil yet tense atmosphere for the landscape and animals. A subtle layer of fine film grain coats the entire image, adding rich texture and enhancing the cinematic viewing atmosphere.", + "seed": 23849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_2/index_3448_seed_23849_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0155131284147501, + "vlm_logprob": -0.0155131284147501, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.0155131284147501, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014747416600584984 + ], + "opposite_logprob_tokens": [ + -4.264747619628906 + ], + "logprob_reward": -0.014747416600584984, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014747416600584984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22185783088207245, + 0.25499945878982544, + 0.11621697247028351, + 0.10911384224891663, + 0.04114825651049614, + 0.04197511076927185, + 0.07955203205347061, + 0.060575585812330246, + 0.03645136207342148, + 0.03810957074165344 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.014747416600584984 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009226117981597781 + ], + "opposite_logprob_tokens": [ + -7.000922679901123 + ], + "logprob_reward": -0.0009226117981597781, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009226117981597781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15835659205913544, + 0.41052401065826416, + 0.1379348337650299, + 0.024994388222694397, + 0.04330956190824509, + 0.05112113803625107, + 0.053101468831300735, + 0.06269468367099762, + 0.0245820339769125, + 0.033381324261426926 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0009226117981597781 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525094848126173 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.00525094848126173, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525094848126173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09005235135555267, + 0.25827962160110474, + 0.08329510688781738, + 0.06474777311086655, + 0.0437784343957901, + 0.0475463829934597, + 0.0913499966263771, + 0.1731080859899521, + 0.031184233725070953, + 0.11665806919336319 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.00525094848126173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017095488728955388 + ], + "opposite_logprob_tokens": [ + -6.376709461212158 + ], + "logprob_reward": -0.0017095488728955388, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017095488728955388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1742583066225052, + 0.29784342646598816, + 0.1084822416305542, + 0.055327218025922775, + 0.1607242226600647, + 0.10384807735681534, + 0.01849345862865448, + 0.023104527965188026, + 0.013110275380313396, + 0.044808343052864075 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0017095488728955388 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style rendered in a distinctive Ukiyo-e style resembling a living woodblock print?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a majestic deer draped in soft ochre visible with a bold black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the deer depicted crouching amidst a stylized field of windswept reeds with large mule-like ears pricked in different directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set beneath a sharp silver crescent moon in a deep blue sky with a flat perspective and muted indigo and ochre palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire composition coated with a subtle layer of fine film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054935116320848465 + ], + "opposite_logprob_tokens": [ + -2.9299352169036865 + ], + "logprob_reward": -0.054935116320848465, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054935116320848465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10616745799779892, + 0.05195681378245354, + 0.052509356290102005, + 0.08467859774827957, + 0.13212226331233978, + 0.1801455169916153, + 0.1415858417749405, + 0.17038030922412872, + 0.025124697014689445, + 0.05532914400100708 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.054935116320848465 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_3/index_tensor([1205, 1205])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_3/index_tensor([1205, 1205])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3084da1d96dd62493574b6cbef70bbac7d03227b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_3/index_tensor([1205, 1205])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion medium shot, filmed at a high frame rate, zooms in from a slightly elevated angle, focusing on a quaint Chinese courtyard. Golden ginkgo leaves swirl in the air, slowly drifting down, blanketing the bluestone path in a thin layer. A classically elegant lady, dressed in a pale blue silk gown, stands beneath the tree. Her hair is styled in an exquisite, classical bun, adorned with a jade hairpin. Her face is delicate, though her nose and cheeks have been slightly tinged with red by the autumn breeze. A bleak autumn breeze sweeps by, and she involuntarily wraps herself tightly around a thick, off-white shawl embroidered with delicate orchid patterns. She folds her arms, her body trembling slightly but distinctly from the cold, a subtle but palpable shiver emanating from her slightly hunched shoulders to her slender fingers clutching the shawl's hem. The high frame rate captures every fluttering leaf, the subtle sway of her sleeves, and even the subtle trembling of her lips. The soft light of the afternoon sun shines through the sparse branches, casting mottled shadows on her and the ground. The entire picture is shrouded in warm golden tones, creating a tranquil, beautiful, and rich autumn atmosphere with a hint of coldness and sadness.", + "seed": 10004, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_3/index_1205_seed_10004_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21206789538264276, + "vlm_logprob": -0.21206789538264276, + "vlm_yes_no_margin": 1.9500000119209289, + "vlm_token_credit": -0.21206789538264276, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20325639843940735 + ], + "opposite_logprob_tokens": [ + -1.828256368637085 + ], + "logprob_reward": -0.20325639843940735, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.20325639843940735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17659376561641693, + 0.12357749789953232, + 0.0720108151435852, + 0.08760365098714828, + 0.055248819291591644, + 0.10443525016307831, + 0.15403591096401215, + 0.10103976726531982, + 0.04350607097148895, + 0.08194849640130997 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.20325639843940735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31355661153793335 + ], + "opposite_logprob_tokens": [ + -1.3135566711425781 + ], + "logprob_reward": -0.31355661153793335, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31355661153793335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09812412410974503, + 0.08382783830165863, + 0.027715615928173065, + 0.06500965356826782, + 0.05413282662630081, + 0.2757038474082947, + 0.13002842664718628, + 0.08940929919481277, + 0.11224973946809769, + 0.06379863619804382 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.31355661153793335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216337352991104 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216337352991104, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216337352991104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16875165700912476, + 0.09471907466650009, + 0.16300074756145477, + 0.09505131840705872, + 0.0792604386806488, + 0.06525280326604843, + 0.1782369762659073, + 0.02811775542795658, + 0.05673470348119736, + 0.07087452709674835 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.014216337352991104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003388985991478 + ], + "opposite_logprob_tokens": [ + -2.350338935852051 + ], + "logprob_reward": -0.1003388985991478, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003388985991478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2429332435131073, + 0.09558965265750885, + 0.0668935775756836, + 0.07981561869382858, + 0.11694446951150894, + 0.10580213367938995, + 0.06763877719640732, + 0.13135646283626556, + 0.04033989831805229, + 0.0526861734688282 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.1003388985991478 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42897123098373413 + ], + "opposite_logprob_tokens": [ + -1.053971290588379 + ], + "logprob_reward": -0.42897123098373413, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42897123098373413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15801869332790375, + 0.06708857417106628, + 0.10652269423007965, + 0.08875515311956406, + 0.11016947776079178, + 0.020949440076947212, + 0.19433696568012238, + 0.05532553791999817, + 0.04929381236433983, + 0.14953966438770294 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.42897123098373413 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion medium shot, filmed at a high frame rate, zooms in from a slightly elevated angle, focusing on a quaint Chinese courtyard. Golden ginkgo leaves swirl in the air, slowly drifting down, blanketing the bluestone path in a thin layer. A classically elegant lady, dressed in a pale blue silk gown, stands beneath the tree. Her hair is styled in an exquisite, classical bun, adorned with a jade hairpin. Her face is delicate, though her nose and cheeks have been slightly tinged with red by the autumn breeze. A bleak autumn breeze sweeps by, and she involuntarily wraps herself tightly around a thick, off-white shawl embroidered with delicate orchid patterns. She folds her arms, her body trembling slightly but distinctly from the cold, a subtle but palpable shiver emanating from her slightly hunched shoulders to her slender fingers clutching the shawl's hem. The high frame rate captures every fluttering leaf, the subtle sway of her sleeves, and even the subtle trembling of her lips. The soft light of the afternoon sun shines through the sparse branches, casting mottled shadows on her and the ground. The entire picture is shrouded in warm golden tones, creating a tranquil, beautiful, and rich autumn atmosphere with a hint of coldness and sadness.", + "seed": 10005, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_3/index_1205_seed_10005_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13792541092261673, + "vlm_logprob": -0.13792541092261673, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.13792541092261673, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1404442936182022 + ], + "opposite_logprob_tokens": [ + -2.265444278717041 + ], + "logprob_reward": -0.1404442936182022, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1404442936182022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3308688700199127, + 0.11149422079324722, + 0.08551755547523499, + 0.04123390093445778, + 0.0766700729727745, + 0.048472050577402115, + 0.07809384167194366, + 0.08330995589494705, + 0.10032530874013901, + 0.044014252722263336 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.1404442936182022 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20167002081871033 + ], + "opposite_logprob_tokens": [ + -1.7016700506210327 + ], + "logprob_reward": -0.20167002081871033, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20167002081871033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19360405206680298, + 0.059649012982845306, + 0.10686225444078445, + 0.04770618677139282, + 0.03446757793426514, + 0.03415368124842644, + 0.02507752738893032, + 0.24902942776679993, + 0.09021111577749252, + 0.15923920273780823 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.20167002081871033 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007649415638297796 + ], + "opposite_logprob_tokens": [ + -4.8826494216918945 + ], + "logprob_reward": -0.007649415638297796, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007649415638297796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1459120512008667, + 0.0819450169801712, + 0.11855382472276688, + 0.07952400296926498, + 0.13881272077560425, + 0.12725196778774261, + 0.07356834411621094, + 0.10596320033073425, + 0.06130059063434601, + 0.06716827303171158 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.007649415638297796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354903355240822 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.026354903355240822, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354903355240822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2622433304786682, + 0.2264859527349472, + 0.09003441780805588, + 0.08951148390769958, + 0.10718788951635361, + 0.05667876824736595, + 0.060500938445329666, + 0.03713070601224899, + 0.02755654603242874, + 0.042669981718063354 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026354903355240822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31350842118263245 + ], + "opposite_logprob_tokens": [ + -1.31350839138031 + ], + "logprob_reward": -0.31350842118263245, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31350842118263245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14645610749721527, + 0.07382404804229736, + 0.05321838706731796, + 0.033720023930072784, + 0.1135886162519455, + 0.15058578550815582, + 0.09949425607919693, + 0.12346427142620087, + 0.14058668911457062, + 0.06506185978651047 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.31350842118263245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion medium shot, filmed at a high frame rate, zooms in from a slightly elevated angle, focusing on a quaint Chinese courtyard. Golden ginkgo leaves swirl in the air, slowly drifting down, blanketing the bluestone path in a thin layer. A classically elegant lady, dressed in a pale blue silk gown, stands beneath the tree. Her hair is styled in an exquisite, classical bun, adorned with a jade hairpin. Her face is delicate, though her nose and cheeks have been slightly tinged with red by the autumn breeze. A bleak autumn breeze sweeps by, and she involuntarily wraps herself tightly around a thick, off-white shawl embroidered with delicate orchid patterns. She folds her arms, her body trembling slightly but distinctly from the cold, a subtle but palpable shiver emanating from her slightly hunched shoulders to her slender fingers clutching the shawl's hem. The high frame rate captures every fluttering leaf, the subtle sway of her sleeves, and even the subtle trembling of her lips. The soft light of the afternoon sun shines through the sparse branches, casting mottled shadows on her and the ground. The entire picture is shrouded in warm golden tones, creating a tranquil, beautiful, and rich autumn atmosphere with a hint of coldness and sadness.", + "seed": 10006, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_3/index_1205_seed_10006_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.29818071248009803, + "vlm_logprob": -0.29818071248009803, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.29818071248009803, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13731659948825836 + ], + "opposite_logprob_tokens": [ + -2.2623167037963867 + ], + "logprob_reward": -0.13731659948825836, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.13731659948825836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13329441845417023, + 0.07861802726984024, + 0.032916441559791565, + 0.08154712617397308, + 0.09513573348522186, + 0.15152041614055634, + 0.06260938197374344, + 0.11042889207601547, + 0.1345888078212738, + 0.11934072524309158 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.13731659948825836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17996524274349213 + ], + "opposite_logprob_tokens": [ + -1.8049652576446533 + ], + "logprob_reward": -0.17996524274349213, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17996524274349213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07407457381486893, + 0.04545055329799652, + 0.03026724047958851, + 0.05305693671107292, + 0.053879860788583755, + 0.17167098820209503, + 0.08752020448446274, + 0.1432979702949524, + 0.11529935151338577, + 0.22548234462738037 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.17996524274349213 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006751819048076868 + ], + "opposite_logprob_tokens": [ + -5.006752014160156 + ], + "logprob_reward": -0.006751819048076868, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006751819048076868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12390687316656113, + 0.050772182643413544, + 0.022722279652953148, + 0.45898592472076416, + 0.06903786957263947, + 0.07176065444946289, + 0.06974513828754425, + 0.05314309522509575, + 0.021062007173895836, + 0.05886397510766983 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.006751819048076868 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129462942481041 + ], + "opposite_logprob_tokens": [ + -2.2379462718963623 + ], + "logprob_reward": -0.1129462942481041, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129462942481041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11506624519824982, + 0.06300776451826096, + 0.07237741351127625, + 0.06637058407068253, + 0.05547473207116127, + 0.06461571902036667, + 0.049725666642189026, + 0.04863117262721062, + 0.33986422419548035, + 0.12486641108989716 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.1129462942481041 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539236068725586 + ], + "opposite_logprob_tokens": [ + -0.428923636674881 + ], + "logprob_reward": -1.0539236068725586, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539236068725586, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11103112250566483, + 0.06276020407676697, + 0.03740677237510681, + 0.3716817796230316, + 0.09191463887691498, + 0.07383782416582108, + 0.056426040828228, + 0.09913951903581619, + 0.025787876918911934, + 0.07001427561044693 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -1.0539236068725586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow-motion medium shot, filmed at a high frame rate, zooms in from a slightly elevated angle, focusing on a quaint Chinese courtyard. Golden ginkgo leaves swirl in the air, slowly drifting down, blanketing the bluestone path in a thin layer. A classically elegant lady, dressed in a pale blue silk gown, stands beneath the tree. Her hair is styled in an exquisite, classical bun, adorned with a jade hairpin. Her face is delicate, though her nose and cheeks have been slightly tinged with red by the autumn breeze. A bleak autumn breeze sweeps by, and she involuntarily wraps herself tightly around a thick, off-white shawl embroidered with delicate orchid patterns. She folds her arms, her body trembling slightly but distinctly from the cold, a subtle but palpable shiver emanating from her slightly hunched shoulders to her slender fingers clutching the shawl's hem. The high frame rate captures every fluttering leaf, the subtle sway of her sleeves, and even the subtle trembling of her lips. The soft light of the afternoon sun shines through the sparse branches, casting mottled shadows on her and the ground. The entire picture is shrouded in warm golden tones, creating a tranquil, beautiful, and rich autumn atmosphere with a hint of coldness and sadness.", + "seed": 10007, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_3/index_1205_seed_10007_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1582849882543087, + "vlm_logprob": -0.1582849882543087, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.1582849882543087, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20955447852611542 + ], + "opposite_logprob_tokens": [ + -1.8345544338226318 + ], + "logprob_reward": -0.20955447852611542, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.20955447852611542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04225090146064758, + 0.029522981494665146, + 0.06311152130365372, + 0.030650673434138298, + 0.5985195636749268, + 0.07012488692998886, + 0.05360851436853409, + 0.01384463906288147, + 0.07594022899866104, + 0.02242615632712841 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.20955447852611542 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016630917787552 + ], + "opposite_logprob_tokens": [ + -1.7016631364822388 + ], + "logprob_reward": -0.2016630917787552, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016630917787552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12273381650447845, + 0.1117931455373764, + 0.021719137206673622, + 0.038457367569208145, + 0.23125788569450378, + 0.07015323638916016, + 0.08291900157928467, + 0.04603246971964836, + 0.17121393978595734, + 0.1037200540304184 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.2016630917787552 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651915282011032 + ], + "opposite_logprob_tokens": [ + -5.37965202331543 + ], + "logprob_reward": -0.004651915282011032, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651915282011032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33954623341560364, + 0.07353375107049942, + 0.128202885389328, + 0.041186969727277756, + 0.17315202951431274, + 0.11119278520345688, + 0.03835400193929672, + 0.031511835753917694, + 0.03548429533839226, + 0.027835190296173096 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.004651915282011032 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205242872238159 + ], + "opposite_logprob_tokens": [ + -2.8120524883270264 + ], + "logprob_reward": -0.06205242872238159, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205242872238159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23139965534210205, + 0.18897894024848938, + 0.08145693689584732, + 0.05962900072336197, + 0.23076432943344116, + 0.06660714000463486, + 0.05393948405981064, + 0.024124421179294586, + 0.040154844522476196, + 0.022945180535316467 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.06205242872238159 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed at a high frame rate in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera zoom in from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lady wearing a pale blue silk gown with a classical bun and jade hairpin visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden ginkgo leaves swirling and drifting down to blanket a bluestone path?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lady wrapping herself in an off-white shawl embroidered with orchid patterns while trembling from the cold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135030269622803 + ], + "opposite_logprob_tokens": [ + -1.3135030269622803 + ], + "logprob_reward": -0.3135030269622803, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135030269622803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15269091725349426, + 0.12581567466259003, + 0.0836753323674202, + 0.020879657939076424, + 0.4659176468849182, + 0.05078098922967911, + 0.027531003579497337, + 0.01998528279364109, + 0.03672204539179802, + 0.016001492738723755 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.3135030269622803 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_4/index_tensor([7396, 7396])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_4/index_tensor([7396, 7396])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0f204bd569da43c721fe97a3418a30a66055a7c9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_4/index_tensor([7396, 7396])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, eye-level, full-body shot captures a female news reporter in her 30s, standing resolutely knee-deep in raging, murky floodwaters that have transformed the streets of Manhattan into a roiling river. She wears a bright yellow, high-shine vinyl raincoat, the hood pulled tightly around her face, a wisp of dark, damp hair plastered to her forehead and cheeks. She braces herself against the powerful current, which swirls blurry debris around her legs. She holds a plain black microphone steady to her lips in one hand, her expression a mixture of professional concentration and grave concern as she looks directly into the camera. In the background, the iconic New York City skyline is a dark, jagged silhouette, its upper portion obscured by pouring rain and a thick, swirling fog. The scene is illuminated by the cold, fading light of dusk, but the primary lighting comes from eerie, distorted reflections of distant skyscraper lights, which shimmer and dance on the disturbed water, creating a powerful and dramatic image of live news footage reporting from the heart of the crisis.", + "seed": 21175, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_4/index_7396_seed_21175_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019199138879776, + "vlm_logprob": -0.019199138879776, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.019199138879776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01827170141041279 + ], + "opposite_logprob_tokens": [ + -4.1432719230651855 + ], + "logprob_reward": -0.01827170141041279, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01827170141041279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4423956573009491, + 0.1182299256324768, + 0.06164991855621338, + 0.07958529889583588, + 0.03885555639863014, + 0.04535514488816261, + 0.036503683775663376, + 0.034919656813144684, + 0.06680133938789368, + 0.07570387423038483 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01827170141041279 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330239862203598 + ], + "opposite_logprob_tokens": [ + -3.7733023166656494 + ], + "logprob_reward": -0.02330239862203598, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330239862203598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2430371344089508, + 0.26434874534606934, + 0.05817389115691185, + 0.15710081160068512, + 0.029550252482295036, + 0.022234436124563217, + 0.026493439450860023, + 0.016611451283097267, + 0.14558814465999603, + 0.03686174005270004 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02330239862203598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810039907693863 + ], + "opposite_logprob_tokens": [ + -3.288100481033325 + ], + "logprob_reward": -0.03810039907693863, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810039907693863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2605089843273163, + 0.0901520699262619, + 0.05460691452026367, + 0.15413586795330048, + 0.06287680566310883, + 0.03833919018507004, + 0.02346416935324669, + 0.04494905844330788, + 0.2273351401090622, + 0.04363185167312622 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.03810039907693863 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072855442762375 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072855442762375, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072855442762375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17372673749923706, + 0.09643252938985825, + 0.06133792921900749, + 0.25994744896888733, + 0.04138447716832161, + 0.03891498222947121, + 0.030244238674640656, + 0.018473275005817413, + 0.23391403257846832, + 0.04562431201338768 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.011072855442762375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248339846730232 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248339846730232, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248339846730232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32600176334381104, + 0.10930582135915756, + 0.054011568427085876, + 0.16122683882713318, + 0.059644926339387894, + 0.05837393179535866, + 0.04583519697189331, + 0.03742563724517822, + 0.10784264653921127, + 0.0403316468000412 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.005248339846730232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, eye-level, full-body shot captures a female news reporter in her 30s, standing resolutely knee-deep in raging, murky floodwaters that have transformed the streets of Manhattan into a roiling river. She wears a bright yellow, high-shine vinyl raincoat, the hood pulled tightly around her face, a wisp of dark, damp hair plastered to her forehead and cheeks. She braces herself against the powerful current, which swirls blurry debris around her legs. She holds a plain black microphone steady to her lips in one hand, her expression a mixture of professional concentration and grave concern as she looks directly into the camera. In the background, the iconic New York City skyline is a dark, jagged silhouette, its upper portion obscured by pouring rain and a thick, swirling fog. The scene is illuminated by the cold, fading light of dusk, but the primary lighting comes from eerie, distorted reflections of distant skyscraper lights, which shimmer and dance on the disturbed water, creating a powerful and dramatic image of live news footage reporting from the heart of the crisis.", + "seed": 21176, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_4/index_7396_seed_21176_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.26246172972023485, + "vlm_logprob": -0.26246172972023485, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.26246172972023485, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06284992396831512 + ], + "opposite_logprob_tokens": [ + -2.812849998474121 + ], + "logprob_reward": -0.06284992396831512, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06284992396831512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1869523674249649, + 0.048371970653533936, + 0.06734766811132431, + 0.07098716497421265, + 0.032929450273513794, + 0.05045609921216965, + 0.07043175399303436, + 0.3443855941295624, + 0.061777397990226746, + 0.06636051833629608 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.06284992396831512 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026372088119387627 + ], + "opposite_logprob_tokens": [ + -3.651372194290161 + ], + "logprob_reward": -0.026372088119387627, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026372088119387627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09635373204946518, + 0.054307643324136734, + 0.07280469685792923, + 0.035762958228588104, + 0.025911660864949226, + 0.020090267062187195, + 0.10299094766378403, + 0.49248746037483215, + 0.03870685026049614, + 0.06058375909924507 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.026372088119387627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281223714351654 + ], + "opposite_logprob_tokens": [ + -2.0178122520446777 + ], + "logprob_reward": -0.14281223714351654, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281223714351654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22956439852714539, + 0.05572538450360298, + 0.06511490792036057, + 0.15044862031936646, + 0.07803909480571747, + 0.04272216558456421, + 0.06447111070156097, + 0.0876915231347084, + 0.13647499680519104, + 0.0897478237748146 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.14281223714351654 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053912878036499 + ], + "opposite_logprob_tokens": [ + -0.42891284823417664 + ], + "logprob_reward": -1.053912878036499, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053912878036499, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23424619436264038, + 0.0992203876376152, + 0.1377997249364853, + 0.1281353086233139, + 0.05134985223412514, + 0.0323624350130558, + 0.10282336920499802, + 0.10128630697727203, + 0.04855510592460632, + 0.0642213523387909 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -1.053912878036499 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636152133345604 + ], + "opposite_logprob_tokens": [ + -3.6513614654541016 + ], + "logprob_reward": -0.02636152133345604, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636152133345604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20466852188110352, + 0.09799890965223312, + 0.11147496849298477, + 0.09153015166521072, + 0.04499759525060654, + 0.03088420070707798, + 0.09810347855091095, + 0.2038533240556717, + 0.054908886551856995, + 0.06157993897795677 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.02636152133345604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "steady, eye-level, full-body shot captures a female news reporter in her 30s, standing resolutely knee-deep in raging, murky floodwaters that have transformed the streets of Manhattan into a roiling river. She wears a bright yellow, high-shine vinyl raincoat, the hood pulled tightly around her face, a wisp of dark, damp hair plastered to her forehead and cheeks. She braces herself against the powerful current, which swirls blurry debris around her legs. She holds a plain black microphone steady to her lips in one hand, her expression a mixture of professional concentration and grave concern as she looks directly into the camera. In the background, the iconic New York City skyline is a dark, jagged silhouette, its upper portion obscured by pouring rain and a thick, swirling fog. The scene is illuminated by the cold, fading light of dusk, but the primary lighting comes from eerie, distorted reflections of distant skyscraper lights, which shimmer and dance on the disturbed water, creating a powerful and dramatic image of live news footage reporting from the heart of the crisis.", + "seed": 21177, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_4/index_7396_seed_21177_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01599270855076611, + "vlm_logprob": -0.01599270855076611, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.01599270855076611, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013456709682941437 + ], + "opposite_logprob_tokens": [ + -4.38845682144165 + ], + "logprob_reward": -0.013456709682941437, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013456709682941437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17604021728038788, + 0.04773280769586563, + 0.09669946879148483, + 0.04066462442278862, + 0.04421289637684822, + 0.4365641176700592, + 0.037401970475912094, + 0.02597615122795105, + 0.0546489842236042, + 0.04005878046154976 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.013456709682941437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741398945450783 + ], + "opposite_logprob_tokens": [ + -5.006741523742676 + ], + "logprob_reward": -0.006741398945450783, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741398945450783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15603533387184143, + 0.0735560804605484, + 0.12035786360502243, + 0.07954781502485275, + 0.05486040562391281, + 0.26301679015159607, + 0.050801172852516174, + 0.036337535828351974, + 0.1187419667840004, + 0.04674507677555084 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.006741398945450783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048646602779626846 + ], + "opposite_logprob_tokens": [ + -3.0486466884613037 + ], + "logprob_reward": -0.048646602779626846, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048646602779626846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1969493329524994, + 0.06933706998825073, + 0.10722915828227997, + 0.08503786474466324, + 0.07735448330640793, + 0.2151934653520584, + 0.034183189272880554, + 0.04001670330762863, + 0.12615728378295898, + 0.04854147508740425 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.048646602779626846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633904159069061 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008633904159069061, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633904159069061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13826842606067657, + 0.13938654959201813, + 0.06716051697731018, + 0.12064564228057861, + 0.026688290759921074, + 0.24929799139499664, + 0.053445521742105484, + 0.034931156784296036, + 0.09484323114156723, + 0.0753326565027237 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.008633904159069061 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484927186742425 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.002484927186742425, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484927186742425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07701446115970612, + 0.019323088228702545, + 0.061444129794836044, + 0.09318578243255615, + 0.03766818717122078, + 0.4568779468536377, + 0.039732858538627625, + 0.09744446724653244, + 0.06546103209257126, + 0.05184805020689964 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.002484927186742425 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, eye-level, full-body shot captures a female news reporter in her 30s, standing resolutely knee-deep in raging, murky floodwaters that have transformed the streets of Manhattan into a roiling river. She wears a bright yellow, high-shine vinyl raincoat, the hood pulled tightly around her face, a wisp of dark, damp hair plastered to her forehead and cheeks. She braces herself against the powerful current, which swirls blurry debris around her legs. She holds a plain black microphone steady to her lips in one hand, her expression a mixture of professional concentration and grave concern as she looks directly into the camera. In the background, the iconic New York City skyline is a dark, jagged silhouette, its upper portion obscured by pouring rain and a thick, swirling fog. The scene is illuminated by the cold, fading light of dusk, but the primary lighting comes from eerie, distorted reflections of distant skyscraper lights, which shimmer and dance on the disturbed water, creating a powerful and dramatic image of live news footage reporting from the heart of the crisis.", + "seed": 21178, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_4/index_7396_seed_21178_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.017923289351165293, + "vlm_logprob": -0.017923289351165293, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.017923289351165293, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01483574602752924 + ], + "opposite_logprob_tokens": [ + -4.264835834503174 + ], + "logprob_reward": -0.01483574602752924, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01483574602752924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.292949378490448, + 0.08342057466506958, + 0.07504954934120178, + 0.05464506894350052, + 0.0389905720949173, + 0.04212137684226036, + 0.046272698789834976, + 0.17577588558197021, + 0.16349801421165466, + 0.027276895940303802 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.01483574602752924 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197370693087578 + ], + "opposite_logprob_tokens": [ + -4.018197536468506 + ], + "logprob_reward": -0.018197370693087578, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197370693087578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22328868508338928, + 0.1444135308265686, + 0.0435330867767334, + 0.06297404319047928, + 0.07398654520511627, + 0.07294129580259323, + 0.05201026052236557, + 0.22703319787979126, + 0.06093889847397804, + 0.03888048231601715 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.018197370693087578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038102004677057266 + ], + "opposite_logprob_tokens": [ + -3.2881019115448 + ], + "logprob_reward": -0.038102004677057266, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038102004677057266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2210584282875061, + 0.09692823141813278, + 0.06991428881883621, + 0.06966587156057358, + 0.0392303466796875, + 0.052989549934864044, + 0.09880264103412628, + 0.17644061148166656, + 0.14337128400802612, + 0.03159880265593529 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.038102004677057266 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253511756658554 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.01253511756658554, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253511756658554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2904547154903412, + 0.17111609876155853, + 0.0764203667640686, + 0.0506710521876812, + 0.06787823140621185, + 0.10770993679761887, + 0.09386623650789261, + 0.08240728825330734, + 0.02956300601363182, + 0.029913118109107018 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01253511756658554 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female news reporter in her 30s wearing a bright yellow, high-shine vinyl raincoat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the reporter standing knee-deep in raging, murky floodwaters that have transformed the streets into a river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a plain black microphone steady to her lips while looking directly into the camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, jagged silhouette of the New York City skyline obscured by pouring rain and thick fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by eerie, distorted reflections of distant skyscraper lights shimmering on the disturbed water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946207791566849 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946207791566849, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946207791566849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31528136134147644, + 0.19623786211013794, + 0.06346974521875381, + 0.077426016330719, + 0.03784150630235672, + 0.029084112495183945, + 0.06902682781219482, + 0.118018239736557, + 0.036179084330797195, + 0.05743533372879028 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005946207791566849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_5/index_tensor([9652, 9652])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_5/index_tensor([9652, 9652])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4b8c18595903d733ce42a6226a97815b4b64782f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_5/index_tensor([9652, 9652])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle, wide-angle shot gazes down upon a sleepy, peaceful farm nestled in a valley beneath a vast night sky. A brilliant full moon hangs high, radiating a soft, silvery glow that gently illuminates the scene, creating long, softly edged shadows. Below, a classic two-story white farmhouse with a dark, gabled roof rests peacefully. A single upstairs window emits a warm, inviting golden light that pulses with a slow, subtle rhythm like a soft heartbeat. Beside it stands a large, traditional red barn, its silhouette a crimson crimson in the cool moonlight. The air is silent and filled with magic; countless fireflies lazily drift across the quiet pasture, their tiny lanterns flickering in slow, hypnotic synchronization. Pale, shimmering, ethereal points of light slowly descend from the deep blue sky, capturing the drifting moonlight and enveloping the landscape in a shimmering, magical dust, creating a profoundly tranquil, calming, bedtime atmosphere. Absolutely peaceful.", + "seed": 25842, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_5/index_9652_seed_25842_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1310767475515604, + "vlm_logprob": -0.1310767475515604, + "vlm_yes_no_margin": 2.5249999523162843, + "vlm_token_credit": -0.1310767475515604, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34943100810050964 + ], + "opposite_logprob_tokens": [ + -1.224431037902832 + ], + "logprob_reward": -0.34943100810050964, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34943100810050964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41240736842155457, + 0.19116690754890442, + 0.08986587822437286, + 0.08971991389989853, + 0.015208777971565723, + 0.07776814699172974, + 0.05538059026002884, + 0.03629148006439209, + 0.016589723527431488, + 0.015601242892444134 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.34943100810050964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018210599198937416 + ], + "opposite_logprob_tokens": [ + -4.018210411071777 + ], + "logprob_reward": -0.018210599198937416, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018210599198937416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3582397401332855, + 0.19247931241989136, + 0.09305773675441742, + 0.09762533009052277, + 0.05801967531442642, + 0.043235067278146744, + 0.05226067081093788, + 0.05439194664359093, + 0.02518654428422451, + 0.02550400421023369 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.018210599198937416 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043084751814603806 + ], + "opposite_logprob_tokens": [ + -3.1680848598480225 + ], + "logprob_reward": -0.043084751814603806, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043084751814603806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2513923943042755, + 0.15406183898448944, + 0.10889798402786255, + 0.12627829611301422, + 0.08335958421230316, + 0.0750511884689331, + 0.13087359070777893, + 0.032483868300914764, + 0.013719958253204823, + 0.023881280794739723 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.043084751814603806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158952474594116 + ], + "opposite_logprob_tokens": [ + -1.701589584350586 + ], + "logprob_reward": -0.20158952474594116, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158952474594116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2602859437465668, + 0.14462731778621674, + 0.2032444328069687, + 0.09871365875005722, + 0.06123276799917221, + 0.049934472888708115, + 0.1274244636297226, + 0.015075926668941975, + 0.027424851432442665, + 0.012036190368235111 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.20158952474594116 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306785389780998 + ], + "opposite_logprob_tokens": [ + -3.1680679321289062 + ], + "logprob_reward": -0.04306785389780998, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306785389780998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25592106580734253, + 0.1340644508600235, + 0.0761384442448616, + 0.1327715963125229, + 0.11385419219732285, + 0.06346595287322998, + 0.11775342375040054, + 0.03339358791708946, + 0.044761862605810165, + 0.027875395491719246 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04306785389780998 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide-angle shot gazes down upon a sleepy, peaceful farm nestled in a valley beneath a vast night sky. A brilliant full moon hangs high, radiating a soft, silvery glow that gently illuminates the scene, creating long, softly edged shadows. Below, a classic two-story white farmhouse with a dark, gabled roof rests peacefully. A single upstairs window emits a warm, inviting golden light that pulses with a slow, subtle rhythm like a soft heartbeat. Beside it stands a large, traditional red barn, its silhouette a crimson crimson in the cool moonlight. The air is silent and filled with magic; countless fireflies lazily drift across the quiet pasture, their tiny lanterns flickering in slow, hypnotic synchronization. Pale, shimmering, ethereal points of light slowly descend from the deep blue sky, capturing the drifting moonlight and enveloping the landscape in a shimmering, magical dust, creating a profoundly tranquil, calming, bedtime atmosphere. Absolutely peaceful.", + "seed": 25843, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_5/index_9652_seed_25843_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12388199791312218, + "vlm_logprob": -0.12388199791312218, + "vlm_yes_no_margin": 2.625000011920929, + "vlm_token_credit": -0.12388199791312218, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3875574469566345 + ], + "opposite_logprob_tokens": [ + -1.1375575065612793 + ], + "logprob_reward": -0.3875574469566345, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.3875574469566345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3869915008544922, + 0.08001630008220673, + 0.07696188241243362, + 0.16144485771656036, + 0.08227545768022537, + 0.05255040526390076, + 0.05004549399018288, + 0.08564108610153198, + 0.01267989631742239, + 0.011393168941140175 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.3875574469566345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609722524881363 + ], + "opposite_logprob_tokens": [ + -4.141097068786621 + ], + "logprob_reward": -0.01609722524881363, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609722524881363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3769388496875763, + 0.17486931383609772, + 0.09620032459497452, + 0.09177134931087494, + 0.05468188226222992, + 0.05423073098063469, + 0.05438077449798584, + 0.05164017155766487, + 0.02420532889664173, + 0.021081281825900078 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01609722524881363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372230380773544 + ], + "opposite_logprob_tokens": [ + -3.408722400665283 + ], + "logprob_reward": -0.03372230380773544, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372230380773544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5326560735702515, + 0.08026845753192902, + 0.08007971942424774, + 0.031256917864084244, + 0.11879181116819382, + 0.04737691581249237, + 0.016136914491653442, + 0.03148060664534569, + 0.042427822947502136, + 0.019524775445461273 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03372230380773544 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706799805164337 + ], + "opposite_logprob_tokens": [ + -2.127068042755127 + ], + "logprob_reward": -0.12706799805164337, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706799805164337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6224117875099182, + 0.05327247828245163, + 0.06602547317743301, + 0.04722423478960991, + 0.06722916662693024, + 0.034361954778432846, + 0.03332934528589249, + 0.030699655413627625, + 0.03184974566102028, + 0.013596153818070889 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.12706799805164337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496501550078392 + ], + "opposite_logprob_tokens": [ + -2.929965019226074 + ], + "logprob_reward": -0.05496501550078392, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496501550078392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39993223547935486, + 0.04062272980809212, + 0.06867965310811996, + 0.058168936520814896, + 0.07206477224826813, + 0.08136158436536789, + 0.04521709308028221, + 0.11755669862031937, + 0.09279079735279083, + 0.023605529218912125 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.05496501550078392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide-angle shot gazes down upon a sleepy, peaceful farm nestled in a valley beneath a vast night sky. A brilliant full moon hangs high, radiating a soft, silvery glow that gently illuminates the scene, creating long, softly edged shadows. Below, a classic two-story white farmhouse with a dark, gabled roof rests peacefully. A single upstairs window emits a warm, inviting golden light that pulses with a slow, subtle rhythm like a soft heartbeat. Beside it stands a large, traditional red barn, its silhouette a crimson crimson in the cool moonlight. The air is silent and filled with magic; countless fireflies lazily drift across the quiet pasture, their tiny lanterns flickering in slow, hypnotic synchronization. Pale, shimmering, ethereal points of light slowly descend from the deep blue sky, capturing the drifting moonlight and enveloping the landscape in a shimmering, magical dust, creating a profoundly tranquil, calming, bedtime atmosphere. Absolutely peaceful.", + "seed": 25844, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_5/index_9652_seed_25844_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027986099757254124, + "vlm_logprob": -0.027986099757254124, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.027986099757254124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05536673590540886 + ], + "opposite_logprob_tokens": [ + -2.9303667545318604 + ], + "logprob_reward": -0.05536673590540886, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05536673590540886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14386312663555145, + 0.03197392821311951, + 0.11807335168123245, + 0.0468403585255146, + 0.3985716700553894, + 0.050512801855802536, + 0.03168755769729614, + 0.13356724381446838, + 0.017145181074738503, + 0.027764759957790375 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.05536673590540886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029817182570695877 + ], + "opposite_logprob_tokens": [ + -3.5298171043395996 + ], + "logprob_reward": -0.029817182570695877, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029817182570695877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06637272983789444, + 0.23991601169109344, + 0.05074918270111084, + 0.02743339166045189, + 0.10715652257204056, + 0.20244324207305908, + 0.03703782707452774, + 0.2191053181886673, + 0.03526566922664642, + 0.014520026743412018 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.029817182570695877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203997328877449 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.014203997328877449, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203997328877449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1086316704750061, + 0.08086767792701721, + 0.08448437601327896, + 0.05181332305073738, + 0.162275493144989, + 0.08627630025148392, + 0.10781703144311905, + 0.2656925618648529, + 0.023947255685925484, + 0.02819431945681572 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.014203997328877449 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419894304126501 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.01419894304126501, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419894304126501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0698021873831749, + 0.115622378885746, + 0.15672999620437622, + 0.10940510779619217, + 0.2602896988391876, + 0.09890098869800568, + 0.025119053199887276, + 0.08618763834238052, + 0.04468270763754845, + 0.03326025977730751 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.01419894304126501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343639940023422 + ], + "opposite_logprob_tokens": [ + -3.651343584060669 + ], + "logprob_reward": -0.026343639940023422, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343639940023422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1450442522764206, + 0.07505226880311966, + 0.059900518506765366, + 0.16908147931098938, + 0.2647366523742676, + 0.067449189722538, + 0.040244556963443756, + 0.09848807752132416, + 0.04479050636291504, + 0.03521254286170006 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.026343639940023422 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide-angle shot gazes down upon a sleepy, peaceful farm nestled in a valley beneath a vast night sky. A brilliant full moon hangs high, radiating a soft, silvery glow that gently illuminates the scene, creating long, softly edged shadows. Below, a classic two-story white farmhouse with a dark, gabled roof rests peacefully. A single upstairs window emits a warm, inviting golden light that pulses with a slow, subtle rhythm like a soft heartbeat. Beside it stands a large, traditional red barn, its silhouette a crimson crimson in the cool moonlight. The air is silent and filled with magic; countless fireflies lazily drift across the quiet pasture, their tiny lanterns flickering in slow, hypnotic synchronization. Pale, shimmering, ethereal points of light slowly descend from the deep blue sky, capturing the drifting moonlight and enveloping the landscape in a shimmering, magical dust, creating a profoundly tranquil, calming, bedtime atmosphere. Absolutely peaceful.", + "seed": 25845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_5/index_9652_seed_25845_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.8495078511536122, + "vlm_logprob": -0.8495078511536122, + "vlm_yes_no_margin": 0.9, + "vlm_token_credit": -0.8495078511536122, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.651634931564331 + ], + "opposite_logprob_tokens": [ + -0.026635034009814262 + ], + "logprob_reward": -3.651634931564331, + "yes_no_margin_reward": -3.625, + "token_credit_reward": -3.651634931564331, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3731704354286194, + 0.09977387636899948, + 0.11258192360401154, + 0.0560239776968956, + 0.05881263688206673, + 0.02898910641670227, + 0.0964074581861496, + 0.01945216953754425, + 0.02979261428117752, + 0.12499578297138214 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -3.651634931564331 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28171077370643616 + ], + "opposite_logprob_tokens": [ + -1.4067107439041138 + ], + "logprob_reward": -0.28171077370643616, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28171077370643616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3485272228717804, + 0.12023057788610458, + 0.11995203047990799, + 0.03140421211719513, + 0.05026323348283768, + 0.025111708790063858, + 0.08599071949720383, + 0.033962104469537735, + 0.03047780692577362, + 0.1540803611278534 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.28171077370643616 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07918725907802582 + ], + "opposite_logprob_tokens": [ + -2.5791871547698975 + ], + "logprob_reward": -0.07918725907802582, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07918725907802582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24465301632881165, + 0.11990778148174286, + 0.24596549570560455, + 0.041271455585956573, + 0.06567709892988205, + 0.026124069467186928, + 0.07466976344585419, + 0.05213221162557602, + 0.04481346532702446, + 0.08478567749261856 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.07918725907802582 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17999659478664398 + ], + "opposite_logprob_tokens": [ + -1.8049966096878052 + ], + "logprob_reward": -0.17999659478664398, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17999659478664398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27068689465522766, + 0.1154402643442154, + 0.11504027992486954, + 0.05455105006694794, + 0.13716650009155273, + 0.045165304094552994, + 0.07236457616090775, + 0.03847973421216011, + 0.07723643630743027, + 0.07386896014213562 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.17999659478664398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a classic two-story white farmhouse with a dark gabled roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large traditional red barn visible beside the farmhouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single upstairs window emit a warm golden light that pulses with a slow rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are countless fireflies drifting across the pasture with flickering lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do pale shimmering points of light descend from the sky to envelop the landscape?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500969663262367 + ], + "opposite_logprob_tokens": [ + -2.930009603500366 + ], + "logprob_reward": -0.05500969663262367, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500969663262367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4057776629924774, + 0.07201619446277618, + 0.1048390343785286, + 0.04197879880666733, + 0.10805745422840118, + 0.022762561216950417, + 0.06877665221691132, + 0.03805534914135933, + 0.03634001314640045, + 0.10139628499746323 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.05500969663262367 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_6/index_tensor([2529, 2529])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_6/index_tensor([2529, 2529])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5fdb1455b5105b2f18079f7242d0d3dd547175dd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_6/index_tensor([2529, 2529])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, wide-angle shot, rendered in a high-definition, surreal anime-style with backgrounds reminiscent of the works of Hayao Miyazaki, slowly pans right, tracking the catastrophic aftermath of a land-based earthquake. The camera gazes down upon a shattered valley, where a massive mud avalanche—a sticky, roiling mass of liquefied earth and dark, muddy debris—seeps relentlessly forward. Its surface is a chaotic tapestry of thick brown mud and gray silt, shimmering with a damp sheen under the sweltering, sun-bleached sky, a clear sign of intense surface warming. The mudslide's front, slow but unstoppable, its jagged front deliberately engulfs majestic pine trees, bending, splitting, and then swallowing them whole. The shattered remains of wooden structures, their timbers splintered and damaged, are devoured by the relentless current. Wisps of steam rise continuously from the sticky, roiling mass, which bubbles and moves as if alive, creating a terrifying and awe-inspiring atmosphere that showcases the raw, destructive power of nature.", + "seed": 16085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_6/index_2529_seed_16085_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1559632240794599, + "vlm_logprob": -0.1559632240794599, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.1559632240794599, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19632211327552795 + ], + "opposite_logprob_tokens": [ + -1.8213220834732056 + ], + "logprob_reward": -0.19632211327552795, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19632211327552795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19220837950706482, + 0.02316742204129696, + 0.1152067705988884, + 0.0521608330309391, + 0.1253952831029892, + 0.04515142738819122, + 0.06236477568745613, + 0.019531572237610817, + 0.026421884074807167, + 0.3383916914463043 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.19632211327552795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743020236492157 + ], + "opposite_logprob_tokens": [ + -0.9743020534515381 + ], + "logprob_reward": -0.4743020236492157, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743020236492157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24387161433696747, + 0.03796618431806564, + 0.08230243623256683, + 0.03346991539001465, + 0.18299280107021332, + 0.045385003089904785, + 0.03373240679502487, + 0.06350409239530563, + 0.02765786275267601, + 0.24911773204803467 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.4743020236492157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539591640233994 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539591640233994, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539591640233994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31052568554878235, + 0.04417182877659798, + 0.02954939939081669, + 0.19025379419326782, + 0.10173003375530243, + 0.046045932918787, + 0.07710469514131546, + 0.054358914494514465, + 0.03068813867866993, + 0.11557148396968842 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.012539591640233994 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634628098458052 + ], + "opposite_logprob_tokens": [ + -4.88263463973999 + ], + "logprob_reward": -0.007634628098458052, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634628098458052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1462683379650116, + 0.021034084260463715, + 0.03329874575138092, + 0.025621097534894943, + 0.5241979956626892, + 0.02237815223634243, + 0.02402716502547264, + 0.0404796302318573, + 0.01942632533609867, + 0.143268421292305 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.007634628098458052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901776373386383 + ], + "opposite_logprob_tokens": [ + -2.464017868041992 + ], + "logprob_reward": -0.08901776373386383, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901776373386383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11543048173189163, + 0.02259288914501667, + 0.09533845633268356, + 0.0384046696126461, + 0.12042205035686493, + 0.048035018146038055, + 0.0895061045885086, + 0.15883444249629974, + 0.026486843824386597, + 0.28494909405708313 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.08901776373386383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot, rendered in a high-definition, surreal anime-style with backgrounds reminiscent of the works of Hayao Miyazaki, slowly pans right, tracking the catastrophic aftermath of a land-based earthquake. The camera gazes down upon a shattered valley, where a massive mud avalanche—a sticky, roiling mass of liquefied earth and dark, muddy debris—seeps relentlessly forward. Its surface is a chaotic tapestry of thick brown mud and gray silt, shimmering with a damp sheen under the sweltering, sun-bleached sky, a clear sign of intense surface warming. The mudslide's front, slow but unstoppable, its jagged front deliberately engulfs majestic pine trees, bending, splitting, and then swallowing them whole. The shattered remains of wooden structures, their timbers splintered and damaged, are devoured by the relentless current. Wisps of steam rise continuously from the sticky, roiling mass, which bubbles and moves as if alive, creating a terrifying and awe-inspiring atmosphere that showcases the raw, destructive power of nature.", + "seed": 16086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_6/index_2529_seed_16086_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19506393168121577, + "vlm_logprob": -0.19506393168121577, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.19506393168121577, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4494641125202179 + ], + "opposite_logprob_tokens": [ + -1.0744640827178955 + ], + "logprob_reward": -0.4494641125202179, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4494641125202179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25676101446151733, + 0.07137515395879745, + 0.05722762644290924, + 0.06143560633063316, + 0.06112653762102127, + 0.0876070186495781, + 0.23939476907253265, + 0.07906883209943771, + 0.059401363134384155, + 0.02660205587744713 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.4494641125202179 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387078195810318 + ], + "opposite_logprob_tokens": [ + -1.1370781660079956 + ], + "logprob_reward": -0.387078195810318, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.387078195810318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38772350549697876, + 0.09475377202033997, + 0.05262000858783722, + 0.09861481934785843, + 0.05421391874551773, + 0.062352050095796585, + 0.09138024598360062, + 0.03992871195077896, + 0.039505548775196075, + 0.07890741527080536 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.387078195810318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070831567049026 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070831567049026, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070831567049026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21848523616790771, + 0.105757936835289, + 0.07053747028112411, + 0.059900905936956406, + 0.06866344809532166, + 0.14792059361934662, + 0.02547263167798519, + 0.1750800907611847, + 0.0759081318974495, + 0.05227357894182205 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.016070831567049026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978908035904169 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.00978908035904169, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978908035904169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20747938752174377, + 0.09032752364873886, + 0.13666342198848724, + 0.1469690054655075, + 0.08939235657453537, + 0.05152967572212219, + 0.0701269581913948, + 0.08320221304893494, + 0.07045960426330566, + 0.05384986102581024 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.00978908035904169 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291743814945221 + ], + "opposite_logprob_tokens": [ + -2.237917423248291 + ], + "logprob_reward": -0.11291743814945221, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291743814945221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20093202590942383, + 0.04280594363808632, + 0.09876185655593872, + 0.0810086652636528, + 0.15158791840076447, + 0.0698869377374649, + 0.10071918368339539, + 0.06992360204458237, + 0.08780801296234131, + 0.09656581282615662 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.11291743814945221 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot, rendered in a high-definition, surreal anime-style with backgrounds reminiscent of the works of Hayao Miyazaki, slowly pans right, tracking the catastrophic aftermath of a land-based earthquake. The camera gazes down upon a shattered valley, where a massive mud avalanche—a sticky, roiling mass of liquefied earth and dark, muddy debris—seeps relentlessly forward. Its surface is a chaotic tapestry of thick brown mud and gray silt, shimmering with a damp sheen under the sweltering, sun-bleached sky, a clear sign of intense surface warming. The mudslide's front, slow but unstoppable, its jagged front deliberately engulfs majestic pine trees, bending, splitting, and then swallowing them whole. The shattered remains of wooden structures, their timbers splintered and damaged, are devoured by the relentless current. Wisps of steam rise continuously from the sticky, roiling mass, which bubbles and moves as if alive, creating a terrifying and awe-inspiring atmosphere that showcases the raw, destructive power of nature.", + "seed": 16087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_6/index_2529_seed_16087_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18756386823952198, + "vlm_logprob": -0.18756386823952198, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.18756386823952198, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.40154051780700684 + ], + "opposite_logprob_tokens": [ + -1.1515405178070068 + ], + "logprob_reward": -0.40154051780700684, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.40154051780700684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18110986053943634, + 0.06640254706144333, + 0.09893930703401566, + 0.043379656970500946, + 0.07987881451845169, + 0.2691710293292999, + 0.11960147321224213, + 0.03871729597449303, + 0.03025745041668415, + 0.07254258543252945 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.40154051780700684 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015819251537323 + ], + "opposite_logprob_tokens": [ + -1.7015819549560547 + ], + "logprob_reward": -0.2015819251537323, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015819251537323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22527030110359192, + 0.06270068138837814, + 0.05220639705657959, + 0.07154977321624756, + 0.02933446690440178, + 0.08943847566843033, + 0.040026649832725525, + 0.02263277769088745, + 0.3811221718788147, + 0.02571830339729786 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.2015819251537323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062035735696554184 + ], + "opposite_logprob_tokens": [ + -2.8120357990264893 + ], + "logprob_reward": -0.062035735696554184, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062035735696554184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07798411697149277, + 0.06486008316278458, + 0.2525734603404999, + 0.01963159441947937, + 0.036648888140916824, + 0.20126956701278687, + 0.019812095910310745, + 0.07183874398469925, + 0.0497666634619236, + 0.20561477541923523 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.062035735696554184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059118263423443 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059118263423443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059118263423443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08296424895524979, + 0.09039069712162018, + 0.09238356351852417, + 0.028525739908218384, + 0.024765504524111748, + 0.2239367663860321, + 0.04781174659729004, + 0.04713441804051399, + 0.27891090512275696, + 0.0831763967871666 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.02059118263423443 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25206997990608215 + ], + "opposite_logprob_tokens": [ + -1.5020699501037598 + ], + "logprob_reward": -0.25206997990608215, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25206997990608215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07488837838172913, + 0.05883528292179108, + 0.0608704499900341, + 0.06487932801246643, + 0.050364140421152115, + 0.4620422422885895, + 0.027821142226457596, + 0.050136271864175797, + 0.06664017587900162, + 0.08352253586053848 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.25206997990608215 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle shot, rendered in a high-definition, surreal anime-style with backgrounds reminiscent of the works of Hayao Miyazaki, slowly pans right, tracking the catastrophic aftermath of a land-based earthquake. The camera gazes down upon a shattered valley, where a massive mud avalanche—a sticky, roiling mass of liquefied earth and dark, muddy debris—seeps relentlessly forward. Its surface is a chaotic tapestry of thick brown mud and gray silt, shimmering with a damp sheen under the sweltering, sun-bleached sky, a clear sign of intense surface warming. The mudslide's front, slow but unstoppable, its jagged front deliberately engulfs majestic pine trees, bending, splitting, and then swallowing them whole. The shattered remains of wooden structures, their timbers splintered and damaged, are devoured by the relentless current. Wisps of steam rise continuously from the sticky, roiling mass, which bubbles and moves as if alive, creating a terrifying and awe-inspiring atmosphere that showcases the raw, destructive power of nature.", + "seed": 16088, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_6/index_2529_seed_16088_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14166079945862292, + "vlm_logprob": -0.14166079945862292, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.14166079945862292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4430577754974365 + ], + "opposite_logprob_tokens": [ + -1.0680577754974365 + ], + "logprob_reward": -0.4430577754974365, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4430577754974365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1424696445465088, + 0.062053993344306946, + 0.1502513587474823, + 0.05784991756081581, + 0.14926761388778687, + 0.06708360463380814, + 0.08667293190956116, + 0.07726336270570755, + 0.1355295479297638, + 0.07155803591012955 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.4430577754974365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899120450019836 + ], + "opposite_logprob_tokens": [ + -2.578991174697876 + ], + "logprob_reward": -0.07899120450019836, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899120450019836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2733100950717926, + 0.08759096264839172, + 0.06488829106092453, + 0.07080501317977905, + 0.1260157823562622, + 0.054975684732198715, + 0.06540367007255554, + 0.05399365723133087, + 0.0829664096236229, + 0.12005043029785156 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.07899120450019836 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369152918457985 + ], + "opposite_logprob_tokens": [ + -3.408691644668579 + ], + "logprob_reward": -0.03369152918457985, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369152918457985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12734553217887878, + 0.21822874248027802, + 0.03120359405875206, + 0.053484272211790085, + 0.23373141884803772, + 0.03241885453462601, + 0.1443437784910202, + 0.027417827397584915, + 0.04014192894101143, + 0.0916840210556984 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.03369152918457985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784122928977013 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784122928977013, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784122928977013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09377360343933105, + 0.14958953857421875, + 0.08339593559503555, + 0.1389712393283844, + 0.10815919935703278, + 0.04711068421602249, + 0.14910349249839783, + 0.04918590560555458, + 0.04065422713756561, + 0.14005614817142487 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.009784122928977013 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a high-angle, wide-angle perspective looking down upon the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style a high-definition surreal anime style with backgrounds reminiscent of Hayao Miyazaki's works?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene depict a massive mud avalanche composed of sticky, roiling liquefied earth and dark muddy debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of steam rising continuously from the mudslide surface while it engulfs pine trees and wooden structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while tracking the forward movement of the mud avalanche?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427793651819229 + ], + "opposite_logprob_tokens": [ + -2.0177793502807617 + ], + "logprob_reward": -0.1427793651819229, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427793651819229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13256265223026276, + 0.058193862438201904, + 0.06135113537311554, + 0.046937473118305206, + 0.12624074518680573, + 0.12988059222698212, + 0.08868128061294556, + 0.08633174747228622, + 0.06499998271465302, + 0.20482055842876434 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.1427793651819229 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_7/index_tensor([319, 319])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_7/index_tensor([319, 319])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3d9b4acce6811ee3217bf5c01477185ee2565a2a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_7/index_tensor([319, 319])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-speed, static, macro shot, positioned at a slightly low angle, captures the brutal, split-second collision between two powerful basketball players. The camera's focus is relentlessly fixed on the point of impact, where one player's muscular shoulder thrusts forcefully into the other's chest. The fabric of the receiving player's light-colored mesh jersey wrinkles violently, compressed into a chaotic network of deep creases under the immense force, while the attacker's dark jersey exhibits a similar (though opposite) tension. Simultaneously, a fine mist of crystal sweat beads erupts from their glistening skin, each droplet in sharp focus as it arcs through the air like a suspended diamond against the blurred backdrop of stadium lights. Beneath the surface, the muscle fibers of their chests and shoulders strain and bunch, visible ridges of tensioned ropes testifying to the raw power being exchanged. The entire scene is rendered with a stark, desaturated color grading, muting all tones to charcoal and light gray, forcing the viewer's attention to the raw textures of skin, sweat, and fabric. Harsh overhead lighting sculpts extreme highlights and deep shadows, creating visceral, high-contrast scenes that convey an atmosphere of intense, kinetic violence and peak physical exertion.", + "seed": 10819, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_7/index_319_seed_10819_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.26352660432457925, + "vlm_logprob": -0.26352660432457925, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.26352660432457925, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3522948920726776 + ], + "opposite_logprob_tokens": [ + -1.227294921875 + ], + "logprob_reward": -0.3522948920726776, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3522948920726776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1008918285369873, + 0.025473397225141525, + 0.10242898762226105, + 0.3867371380329132, + 0.0991421639919281, + 0.05994744971394539, + 0.09972172975540161, + 0.07027056068181992, + 0.017842592671513557, + 0.03754419460892677 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.3522948920726776 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903526723384857 + ], + "opposite_logprob_tokens": [ + -2.5790352821350098 + ], + "logprob_reward": -0.07903526723384857, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903526723384857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13895158469676971, + 0.03761759027838707, + 0.08226986974477768, + 0.43157097697257996, + 0.07289058715105057, + 0.038028452545404434, + 0.04969904571771622, + 0.03560806065797806, + 0.04887518286705017, + 0.06448865681886673 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.07903526723384857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373014181852341 + ], + "opposite_logprob_tokens": [ + -3.4087300300598145 + ], + "logprob_reward": -0.03373014181852341, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373014181852341, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05527717247605324, + 0.0294802188873291, + 0.15541554987430573, + 0.4159013628959656, + 0.0780433714389801, + 0.06511197239160538, + 0.06145675852894783, + 0.07944967597723007, + 0.024765247479081154, + 0.03509870544075966 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.03373014181852341 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262016773223877 + ], + "opposite_logprob_tokens": [ + -0.5762016773223877 + ], + "logprob_reward": -0.8262016773223877, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262016773223877, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13879507780075073, + 0.0454564243555069, + 0.09709566086530685, + 0.32248279452323914, + 0.0818726047873497, + 0.07726301997900009, + 0.048780251294374466, + 0.10262954235076904, + 0.041385963559150696, + 0.0442386157810688 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.8262016773223877 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026371043175458908 + ], + "opposite_logprob_tokens": [ + -3.6513710021972656 + ], + "logprob_reward": -0.026371043175458908, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026371043175458908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10332094132900238, + 0.04309394583106041, + 0.2084987312555313, + 0.11631543189287186, + 0.05426902323961258, + 0.07508328557014465, + 0.03967311605811119, + 0.10583610087633133, + 0.208943709731102, + 0.04496575519442558 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.026371043175458908 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "high-speed, static, macro shot, positioned at a slightly low angle, captures the brutal, split-second collision between two powerful basketball players. The camera's focus is relentlessly fixed on the point of impact, where one player's muscular shoulder thrusts forcefully into the other's chest. The fabric of the receiving player's light-colored mesh jersey wrinkles violently, compressed into a chaotic network of deep creases under the immense force, while the attacker's dark jersey exhibits a similar (though opposite) tension. Simultaneously, a fine mist of crystal sweat beads erupts from their glistening skin, each droplet in sharp focus as it arcs through the air like a suspended diamond against the blurred backdrop of stadium lights. Beneath the surface, the muscle fibers of their chests and shoulders strain and bunch, visible ridges of tensioned ropes testifying to the raw power being exchanged. The entire scene is rendered with a stark, desaturated color grading, muting all tones to charcoal and light gray, forcing the viewer's attention to the raw textures of skin, sweat, and fabric. Harsh overhead lighting sculpts extreme highlights and deep shadows, creating visceral, high-contrast scenes that convey an atmosphere of intense, kinetic violence and peak physical exertion.", + "seed": 10820, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_7/index_319_seed_10820_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08293183092027903, + "vlm_logprob": -0.08293183092027903, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.08293183092027903, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20517735183238983 + ], + "opposite_logprob_tokens": [ + -1.7051773071289062 + ], + "logprob_reward": -0.20517735183238983, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20517735183238983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06957296282052994, + 0.09828266501426697, + 0.1357928216457367, + 0.18323439359664917, + 0.19908258318901062, + 0.08266676962375641, + 0.042855482548475266, + 0.05288214609026909, + 0.030753087252378464, + 0.10487711429595947 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.20517735183238983 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309377446770668 + ], + "opposite_logprob_tokens": [ + -3.168093681335449 + ], + "logprob_reward": -0.04309377446770668, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309377446770668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14270316064357758, + 0.17190681397914886, + 0.07087517529726028, + 0.05524894967675209, + 0.1494283676147461, + 0.1372441053390503, + 0.05244974046945572, + 0.08978082984685898, + 0.03470279276371002, + 0.0956600159406662 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.04309377446770668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497517064213753 + ], + "opposite_logprob_tokens": [ + -2.9299752712249756 + ], + "logprob_reward": -0.05497517064213753, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497517064213753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05334089696407318, + 0.13722392916679382, + 0.1287563592195511, + 0.24629446864128113, + 0.11919566243886948, + 0.11003397405147552, + 0.032811496406793594, + 0.05874061584472656, + 0.03226863592863083, + 0.08133400231599808 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.05497517064213753 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033340007066727 + ], + "opposite_logprob_tokens": [ + -2.3503334522247314 + ], + "logprob_reward": -0.10033340007066727, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033340007066727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06857004761695862, + 0.1409982144832611, + 0.21521815657615662, + 0.05651277303695679, + 0.07524778693914413, + 0.12155254185199738, + 0.1362268626689911, + 0.08933648467063904, + 0.04075763747096062, + 0.05557956546545029 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.10033340007066727 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079457588493824 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079457588493824, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079457588493824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053129684180021286, + 0.24277736246585846, + 0.07011570036411285, + 0.03676290810108185, + 0.14249302446842194, + 0.08930065482854843, + 0.08200491964817047, + 0.14521534740924835, + 0.03258352726697922, + 0.10561686754226685 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.011079457588493824 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed, static, macro shot, positioned at a slightly low angle, captures the brutal, split-second collision between two powerful basketball players. The camera's focus is relentlessly fixed on the point of impact, where one player's muscular shoulder thrusts forcefully into the other's chest. The fabric of the receiving player's light-colored mesh jersey wrinkles violently, compressed into a chaotic network of deep creases under the immense force, while the attacker's dark jersey exhibits a similar (though opposite) tension. Simultaneously, a fine mist of crystal sweat beads erupts from their glistening skin, each droplet in sharp focus as it arcs through the air like a suspended diamond against the blurred backdrop of stadium lights. Beneath the surface, the muscle fibers of their chests and shoulders strain and bunch, visible ridges of tensioned ropes testifying to the raw power being exchanged. The entire scene is rendered with a stark, desaturated color grading, muting all tones to charcoal and light gray, forcing the viewer's attention to the raw textures of skin, sweat, and fabric. Harsh overhead lighting sculpts extreme highlights and deep shadows, creating visceral, high-contrast scenes that convey an atmosphere of intense, kinetic violence and peak physical exertion.", + "seed": 10821, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_7/index_319_seed_10821_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2161803688853979, + "vlm_logprob": -0.2161803688853979, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.2161803688853979, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8307569622993469 + ], + "opposite_logprob_tokens": [ + -0.5807569622993469 + ], + "logprob_reward": -0.8307569622993469, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8307569622993469, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10185496509075165, + 0.02226818911731243, + 0.060586851090192795, + 0.07197322696447372, + 0.04401783272624016, + 0.04864918068051338, + 0.3205028772354126, + 0.177432581782341, + 0.056966617703437805, + 0.09574764221906662 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.8307569622993469 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211259216070175 + ], + "opposite_logprob_tokens": [ + -2.81211256980896 + ], + "logprob_reward": -0.06211259216070175, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211259216070175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15495552122592926, + 0.05750143527984619, + 0.07358287274837494, + 0.12108691036701202, + 0.05562844127416611, + 0.04366889223456383, + 0.14515942335128784, + 0.08479715138673782, + 0.05391877889633179, + 0.20970061421394348 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.06211259216070175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902226597070694 + ], + "opposite_logprob_tokens": [ + -2.579022169113159 + ], + "logprob_reward": -0.07902226597070694, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902226597070694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05730079114437103, + 0.02372976578772068, + 0.050181545317173004, + 0.07693946361541748, + 0.042666900902986526, + 0.05211033299565315, + 0.18312333524227142, + 0.32590073347091675, + 0.03723033517599106, + 0.15081678330898285 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.07902226597070694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036477446556091 + ], + "opposite_logprob_tokens": [ + -2.3503646850585938 + ], + "logprob_reward": -0.10036477446556091, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036477446556091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17526064813137054, + 0.10783781856298447, + 0.06057801842689514, + 0.0717456191778183, + 0.06081484630703926, + 0.060214247554540634, + 0.049857497215270996, + 0.10467582195997238, + 0.09681147336959839, + 0.2122039794921875 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.10036477446556091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645249530673027 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008645249530673027, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645249530673027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0988076776266098, + 0.046351898461580276, + 0.053184058517217636, + 0.08195000886917114, + 0.07238559424877167, + 0.05863675847649574, + 0.08413523435592651, + 0.18339143693447113, + 0.10551244020462036, + 0.21564483642578125 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.008645249530673027 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed, static, macro shot, positioned at a slightly low angle, captures the brutal, split-second collision between two powerful basketball players. The camera's focus is relentlessly fixed on the point of impact, where one player's muscular shoulder thrusts forcefully into the other's chest. The fabric of the receiving player's light-colored mesh jersey wrinkles violently, compressed into a chaotic network of deep creases under the immense force, while the attacker's dark jersey exhibits a similar (though opposite) tension. Simultaneously, a fine mist of crystal sweat beads erupts from their glistening skin, each droplet in sharp focus as it arcs through the air like a suspended diamond against the blurred backdrop of stadium lights. Beneath the surface, the muscle fibers of their chests and shoulders strain and bunch, visible ridges of tensioned ropes testifying to the raw power being exchanged. The entire scene is rendered with a stark, desaturated color grading, muting all tones to charcoal and light gray, forcing the viewer's attention to the raw textures of skin, sweat, and fabric. Harsh overhead lighting sculpts extreme highlights and deep shadows, creating visceral, high-contrast scenes that convey an atmosphere of intense, kinetic violence and peak physical exertion.", + "seed": 10822, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_7/index_319_seed_10822_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0640628207474947, + "vlm_logprob": -0.0640628207474947, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.0640628207474947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18358510732650757 + ], + "opposite_logprob_tokens": [ + -1.8085851669311523 + ], + "logprob_reward": -0.18358510732650757, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18358510732650757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17689922451972961, + 0.060975365340709686, + 0.10706230998039246, + 0.18978126347064972, + 0.09884748607873917, + 0.17034707963466644, + 0.04563642293214798, + 0.037457142025232315, + 0.051443811506032944, + 0.061549875885248184 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.18358510732650757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337323322892189 + ], + "opposite_logprob_tokens": [ + -3.4087324142456055 + ], + "logprob_reward": -0.0337323322892189, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337323322892189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.236042782664299, + 0.15192511677742004, + 0.07841943949460983, + 0.045780934393405914, + 0.05276436358690262, + 0.1569293737411499, + 0.09556853026151657, + 0.05111332982778549, + 0.06777734309434891, + 0.0636787861585617 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0337323322892189 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029827827587723732 + ], + "opposite_logprob_tokens": [ + -3.529827833175659 + ], + "logprob_reward": -0.029827827587723732, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029827827587723732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11466793715953827, + 0.12395291775465012, + 0.1151919737458229, + 0.12778569757938385, + 0.07254920154809952, + 0.11829248815774918, + 0.06268273293972015, + 0.13667646050453186, + 0.07910916209220886, + 0.04909149557352066 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.029827827587723732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054974157363176346 + ], + "opposite_logprob_tokens": [ + -2.92997407913208 + ], + "logprob_reward": -0.054974157363176346, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054974157363176346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12106066197156906, + 0.09469214826822281, + 0.1501358300447464, + 0.11023451387882233, + 0.05127663537859917, + 0.06020732969045639, + 0.0526672899723053, + 0.20791232585906982, + 0.06372877955436707, + 0.08808454871177673 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.054974157363176346 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro view capturing a collision between two basketball players?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera focus fixed on the point of impact between the players' bodies?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the color grading stark and desaturated, muting tones to charcoal and light gray?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background blurred while the foreground elements like sweat droplets remain in sharp focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819467917084694 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819467917084694, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819467917084694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2521561086177826, + 0.06024627760052681, + 0.07505980134010315, + 0.10815685242414474, + 0.07254435122013092, + 0.10850028693675995, + 0.05508081614971161, + 0.08138453215360641, + 0.08432111889123917, + 0.10254985094070435 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.01819467917084694 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_8/index_tensor([4784, 4784])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_8/index_tensor([4784, 4784])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..08eb147b92e97ca1d7ccbcd3428150b45a7f3236 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_8/index_tensor([4784, 4784])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning, static close-up shot, captured from a slightly upward angle, focuses squarely on the face of a fierce ancient general. He wears an intricately carved, three-pronged crown of purple gold, gleaming with a majestic, cold metallic sheen in the flickering flames of the battlefield. His face is contorted with fury, his eyes wide and bloodshot, his brow furrowed like a knife, and his nostrils flared with intense breathing. His mouth is stretched to its limit, emitting a silent, earth-shattering roar, his teeth clenched with effort. The veins on his thick neck bulge like a dragon's, his Adam's apple rising and falling with the force of his roar, his entire throat vibrating with palpable force, as if one can sense the primal power surging from his chest. The unstable firelight cast unpredictable shadows on his sweat- and dust-covered face, intensifying every inch of his taut muscle lines. The entire picture is filled with high-contrast dramatic tension, creating a suffocating, tense atmosphere full of primitive wildness and absolute deterrence.", + "seed": 11870, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_8/index_4784_seed_11870_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027953223884105684, + "vlm_logprob": -0.027953223884105684, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.027953223884105684, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050124600529670715 + ], + "opposite_logprob_tokens": [ + -3.0501246452331543 + ], + "logprob_reward": -0.050124600529670715, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050124600529670715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08525093644857407, + 0.12420424818992615, + 0.280344694852829, + 0.06333529949188232, + 0.13640142977237701, + 0.04916206747293472, + 0.050634466111660004, + 0.05592399463057518, + 0.06156338006258011, + 0.09317941218614578 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.050124600529670715 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038120824843645096 + ], + "opposite_logprob_tokens": [ + -3.288120746612549 + ], + "logprob_reward": -0.038120824843645096, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038120824843645096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23614871501922607, + 0.1246660053730011, + 0.047754399478435516, + 0.06516990810632706, + 0.23233892023563385, + 0.0338594987988472, + 0.028234848752617836, + 0.052178047597408295, + 0.0444314107298851, + 0.1352183073759079 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.038120824843645096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337250716984272 + ], + "opposite_logprob_tokens": [ + -3.4087250232696533 + ], + "logprob_reward": -0.0337250716984272, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337250716984272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31105583906173706, + 0.1735779047012329, + 0.06916303187608719, + 0.0695977732539177, + 0.17057470977306366, + 0.04596133902668953, + 0.059896070510149, + 0.03294585272669792, + 0.03436516970396042, + 0.03286227583885193 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0337250716984272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541946023702621 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541946023702621, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541946023702621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07933489233255386, + 0.15852488577365875, + 0.0665929839015007, + 0.09356750547885895, + 0.24234460294246674, + 0.05268789455294609, + 0.11854255199432373, + 0.059295594692230225, + 0.043194275349378586, + 0.08591477572917938 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.012541946023702621 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253676325082779 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253676325082779, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253676325082779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12206900119781494, + 0.09463417530059814, + 0.06554864346981049, + 0.13543441891670227, + 0.059485144913196564, + 0.018976621329784393, + 0.028344571590423584, + 0.258963018655777, + 0.14988629519939423, + 0.06665805727243423 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.005253676325082779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, static close-up shot, captured from a slightly upward angle, focuses squarely on the face of a fierce ancient general. He wears an intricately carved, three-pronged crown of purple gold, gleaming with a majestic, cold metallic sheen in the flickering flames of the battlefield. His face is contorted with fury, his eyes wide and bloodshot, his brow furrowed like a knife, and his nostrils flared with intense breathing. His mouth is stretched to its limit, emitting a silent, earth-shattering roar, his teeth clenched with effort. The veins on his thick neck bulge like a dragon's, his Adam's apple rising and falling with the force of his roar, his entire throat vibrating with palpable force, as if one can sense the primal power surging from his chest. The unstable firelight cast unpredictable shadows on his sweat- and dust-covered face, intensifying every inch of his taut muscle lines. The entire picture is filled with high-contrast dramatic tension, creating a suffocating, tense atmosphere full of primitive wildness and absolute deterrence.", + "seed": 11871, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_8/index_4784_seed_11871_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.061605865880846974, + "vlm_logprob": -0.061605865880846974, + "vlm_yes_no_margin": 3.024999976158142, + "vlm_token_credit": -0.061605865880846974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12909948825836182 + ], + "opposite_logprob_tokens": [ + -2.1290993690490723 + ], + "logprob_reward": -0.12909948825836182, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12909948825836182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09560846537351608, + 0.1623060405254364, + 0.1651490479707718, + 0.16857799887657166, + 0.22775107622146606, + 0.037696290761232376, + 0.04172031581401825, + 0.06985030323266983, + 0.011028610169887543, + 0.02031182125210762 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.12909948825836182 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890752300620079 + ], + "opposite_logprob_tokens": [ + -2.4640753269195557 + ], + "logprob_reward": -0.0890752300620079, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890752300620079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25360849499702454, + 0.1788320690393448, + 0.11660386621952057, + 0.04821712523698807, + 0.04963749274611473, + 0.1126418337225914, + 0.17948584258556366, + 0.030851300805807114, + 0.0174714308232069, + 0.012650531716644764 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0890752300620079 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060297690331936 + ], + "opposite_logprob_tokens": [ + -3.8956029415130615 + ], + "logprob_reward": -0.02060297690331936, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060297690331936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2960975170135498, + 0.0931166559457779, + 0.04608190432190895, + 0.14813537895679474, + 0.04988939315080643, + 0.09445299208164215, + 0.0476347915828228, + 0.08452220261096954, + 0.12026301771402359, + 0.019806211814284325 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.02060297690331936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020591065287590027 + ], + "opposite_logprob_tokens": [ + -3.8955910205841064 + ], + "logprob_reward": -0.020591065287590027, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020591065287590027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1536625176668167, + 0.15386004745960236, + 0.11159226298332214, + 0.23278728127479553, + 0.0475471168756485, + 0.027122164145112038, + 0.1311788707971573, + 0.10331693291664124, + 0.01967233419418335, + 0.01926051452755928 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.020591065287590027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866056889295578 + ], + "opposite_logprob_tokens": [ + -3.0486605167388916 + ], + "logprob_reward": -0.04866056889295578, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866056889295578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27654752135276794, + 0.06738016754388809, + 0.0861968919634819, + 0.21703486144542694, + 0.027709336951375008, + 0.02395341731607914, + 0.06049419194459915, + 0.07511749118566513, + 0.15158376097679138, + 0.013982383534312248 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.04866056889295578 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, static close-up shot, captured from a slightly upward angle, focuses squarely on the face of a fierce ancient general. He wears an intricately carved, three-pronged crown of purple gold, gleaming with a majestic, cold metallic sheen in the flickering flames of the battlefield. His face is contorted with fury, his eyes wide and bloodshot, his brow furrowed like a knife, and his nostrils flared with intense breathing. His mouth is stretched to its limit, emitting a silent, earth-shattering roar, his teeth clenched with effort. The veins on his thick neck bulge like a dragon's, his Adam's apple rising and falling with the force of his roar, his entire throat vibrating with palpable force, as if one can sense the primal power surging from his chest. The unstable firelight cast unpredictable shadows on his sweat- and dust-covered face, intensifying every inch of his taut muscle lines. The entire picture is filled with high-contrast dramatic tension, creating a suffocating, tense atmosphere full of primitive wildness and absolute deterrence.", + "seed": 11872, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_8/index_4784_seed_11872_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06554258614778519, + "vlm_logprob": -0.06554258614778519, + "vlm_yes_no_margin": 3.074999952316284, + "vlm_token_credit": -0.06554258614778519, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1640983372926712 + ], + "opposite_logprob_tokens": [ + -1.9140983819961548 + ], + "logprob_reward": -0.1640983372926712, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1640983372926712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13277091085910797, + 0.21630223095417023, + 0.07563590258359909, + 0.06712468713521957, + 0.04326694831252098, + 0.045481402426958084, + 0.17895041406154633, + 0.14760875701904297, + 0.03772815689444542, + 0.05513055995106697 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.1640983372926712 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908232301473618 + ], + "opposite_logprob_tokens": [ + -2.4640822410583496 + ], + "logprob_reward": -0.08908232301473618, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908232301473618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10157552361488342, + 0.1479668915271759, + 0.04715486615896225, + 0.11531481146812439, + 0.052983518689870834, + 0.057021427899599075, + 0.05357929691672325, + 0.3089452385902405, + 0.05302804708480835, + 0.06243034824728966 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.08908232301473618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038134366273880005 + ], + "opposite_logprob_tokens": [ + -3.2881343364715576 + ], + "logprob_reward": -0.038134366273880005, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038134366273880005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09115521609783173, + 0.1513650119304657, + 0.13171978294849396, + 0.036449089646339417, + 0.027731167152523994, + 0.030141504481434822, + 0.12741492688655853, + 0.34110280871391296, + 0.03749385103583336, + 0.025426674634218216 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.038134366273880005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820392720401287 + ], + "opposite_logprob_tokens": [ + -4.0182037353515625 + ], + "logprob_reward": -0.01820392720401287, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820392720401287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1055440679192543, + 0.055405884981155396, + 0.1735709309577942, + 0.08433389663696289, + 0.0898599624633789, + 0.0995599627494812, + 0.11841168254613876, + 0.11013828217983246, + 0.05320492014288902, + 0.10997045040130615 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.01820392720401287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819397695362568 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819397695362568, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819397695362568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06778497248888016, + 0.07925882190465927, + 0.05815175175666809, + 0.03511840105056763, + 0.04870060086250305, + 0.039699748158454895, + 0.03845475986599922, + 0.24995699524879456, + 0.29685768485069275, + 0.0860162004828453 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.01819397695362568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, static close-up shot, captured from a slightly upward angle, focuses squarely on the face of a fierce ancient general. He wears an intricately carved, three-pronged crown of purple gold, gleaming with a majestic, cold metallic sheen in the flickering flames of the battlefield. His face is contorted with fury, his eyes wide and bloodshot, his brow furrowed like a knife, and his nostrils flared with intense breathing. His mouth is stretched to its limit, emitting a silent, earth-shattering roar, his teeth clenched with effort. The veins on his thick neck bulge like a dragon's, his Adam's apple rising and falling with the force of his roar, his entire throat vibrating with palpable force, as if one can sense the primal power surging from his chest. The unstable firelight cast unpredictable shadows on his sweat- and dust-covered face, intensifying every inch of his taut muscle lines. The entire picture is filled with high-contrast dramatic tension, creating a suffocating, tense atmosphere full of primitive wildness and absolute deterrence.", + "seed": 11873, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_8/index_4784_seed_11873_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02927639503031969, + "vlm_logprob": -0.02927639503031969, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.02927639503031969, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02805943414568901 + ], + "opposite_logprob_tokens": [ + -3.653059482574463 + ], + "logprob_reward": -0.02805943414568901, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02805943414568901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37572818994522095, + 0.0554230734705925, + 0.11205143481492996, + 0.18320026993751526, + 0.08372106403112411, + 0.02675827592611313, + 0.014662770554423332, + 0.055241379886865616, + 0.0648324266076088, + 0.02838117629289627 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.02805943414568901 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006527483463287 + ], + "opposite_logprob_tokens": [ + -2.6950652599334717 + ], + "logprob_reward": -0.07006527483463287, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006527483463287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24873855710029602, + 0.07360370457172394, + 0.1165725588798523, + 0.20965808629989624, + 0.056068845093250275, + 0.03597867488861084, + 0.048589807003736496, + 0.09665561467409134, + 0.05798253044486046, + 0.0561516247689724 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.07006527483463287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029824471101164818 + ], + "opposite_logprob_tokens": [ + -3.5298244953155518 + ], + "logprob_reward": -0.029824471101164818, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029824471101164818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20506322383880615, + 0.0940518006682396, + 0.20881855487823486, + 0.10381147265434265, + 0.10384620726108551, + 0.06058651953935623, + 0.02246738225221634, + 0.048339180648326874, + 0.08379318565130234, + 0.06922238320112228 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.029824471101164818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644540794193745 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644540794193745, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644540794193745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.223890021443367, + 0.04937762767076492, + 0.054578203707933426, + 0.0788412094116211, + 0.047609634697437286, + 0.08317241817712784, + 0.01813782937824726, + 0.1738874614238739, + 0.20564240217208862, + 0.06486323475837708 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.008644540794193745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the face of an ancient general?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general wearing a three-pronged crown made of purple gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general's face contorted with fury, featuring wide bloodshot eyes, a furrowed brow, and flared nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by flickering firelight casting unstable shadows on the general's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788254275918007 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.009788254275918007, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788254275918007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4447605013847351, + 0.08559731394052505, + 0.0453563928604126, + 0.0713299959897995, + 0.04161253571510315, + 0.08283615857362747, + 0.09445147961378098, + 0.048286400735378265, + 0.03251749277114868, + 0.053251683712005615 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.009788254275918007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_9/index_tensor([5996, 5996])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_9/index_tensor([5996, 5996])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e4e090730907bb2833a6e87399c7142d57f6655d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_9/index_tensor([5996, 5996])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, eye-level tracking shot moves parallel to a wide dirt road, capturing the powerful overtaking of a simple cart by an elegant, dark mahogany carriage. Polished to a high sheen, the carriage is pulled by a pair of perfectly matched, powerful black horses, adorned with gleaming leather halters and brass fittings, their manes and tails flowing at the canter's pace. Its massive, spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light. The carriage passes a much slower, utilitarian carriage constructed of weathered, unvarnished wood and pulled by a sturdy workhorse, which moves slowly forward. The entire scene unfolds under a brilliantly sunny sky. The brilliant afternoon sun filters through the canopy of roadside trees, casting a shifting pattern of bright light and cool shadows on the road and its subjects, creating a vibrant atmosphere and pastoral beauty.", + "seed": 17097, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_9/index_5996_seed_17097_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024257784825749695, + "vlm_logprob": -0.024257784825749695, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.024257784825749695, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06007324531674385 + ], + "opposite_logprob_tokens": [ + -2.935073137283325 + ], + "logprob_reward": -0.06007324531674385, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06007324531674385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12785480916500092, + 0.11276473104953766, + 0.04379021003842354, + 0.047070231288671494, + 0.37327808141708374, + 0.0696563646197319, + 0.10795155167579651, + 0.0396537221968174, + 0.04068424552679062, + 0.03729602321982384 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.06007324531674385 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020613953471183777 + ], + "opposite_logprob_tokens": [ + -3.8956139087677 + ], + "logprob_reward": -0.020613953471183777, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020613953471183777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09383878856897354, + 0.27747517824172974, + 0.026348203420639038, + 0.0663953647017479, + 0.28951749205589294, + 0.04472069442272186, + 0.029666893184185028, + 0.07575976848602295, + 0.05305418372154236, + 0.04322342947125435 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.020613953471183777 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554542161524296 + ], + "opposite_logprob_tokens": [ + -4.38755464553833 + ], + "logprob_reward": -0.012554542161524296, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554542161524296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16435913741588593, + 0.2329384982585907, + 0.042161595076322556, + 0.0384470596909523, + 0.18672984838485718, + 0.05474323034286499, + 0.1108740046620369, + 0.07664023339748383, + 0.04983406886458397, + 0.04327227920293808 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.012554542161524296 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017108578467741609 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.0017108578467741609, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017108578467741609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19111862778663635, + 0.0667819008231163, + 0.039005108177661896, + 0.07020319998264313, + 0.1489185243844986, + 0.05621632561087608, + 0.14013627171516418, + 0.10822095721960068, + 0.06992713361978531, + 0.10947193950414658 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0017108578467741609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026336325332522392 + ], + "opposite_logprob_tokens": [ + -3.651336431503296 + ], + "logprob_reward": -0.026336325332522392, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026336325332522392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21564443409442902, + 0.017546458169817924, + 0.020760754123330116, + 0.00562646659091115, + 0.6122512817382812, + 0.05213049426674843, + 0.011698153801262379, + 0.02571784518659115, + 0.020544778555631638, + 0.018079323694109917 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.026336325332522392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, eye-level tracking shot moves parallel to a wide dirt road, capturing the powerful overtaking of a simple cart by an elegant, dark mahogany carriage. Polished to a high sheen, the carriage is pulled by a pair of perfectly matched, powerful black horses, adorned with gleaming leather halters and brass fittings, their manes and tails flowing at the canter's pace. Its massive, spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light. The carriage passes a much slower, utilitarian carriage constructed of weathered, unvarnished wood and pulled by a sturdy workhorse, which moves slowly forward. The entire scene unfolds under a brilliantly sunny sky. The brilliant afternoon sun filters through the canopy of roadside trees, casting a shifting pattern of bright light and cool shadows on the road and its subjects, creating a vibrant atmosphere and pastoral beauty.", + "seed": 17098, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_9/index_5996_seed_17098_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029709683265537024, + "vlm_logprob": -0.029709683265537024, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.029709683265537024, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07352238893508911 + ], + "opposite_logprob_tokens": [ + -2.6985223293304443 + ], + "logprob_reward": -0.07352238893508911, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07352238893508911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2043207734823227, + 0.03810781612992287, + 0.09659087657928467, + 0.044972218573093414, + 0.10292179882526398, + 0.11443674564361572, + 0.08209027349948883, + 0.09211280196905136, + 0.1401708573102951, + 0.08427584916353226 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.07352238893508911 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033753883093595505 + ], + "opposite_logprob_tokens": [ + -3.4087538719177246 + ], + "logprob_reward": -0.033753883093595505, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033753883093595505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21187293529510498, + 0.07818574458360672, + 0.08483016490936279, + 0.12023238837718964, + 0.10460484772920609, + 0.08258791267871857, + 0.05142980441451073, + 0.09186416864395142, + 0.12516629695892334, + 0.04922570288181305 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.033753883093595505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820591650903225 + ], + "opposite_logprob_tokens": [ + -4.0182061195373535 + ], + "logprob_reward": -0.01820591650903225, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820591650903225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22475756704807281, + 0.06417782604694366, + 0.08301795274019241, + 0.08898193389177322, + 0.11553402245044708, + 0.0834672823548317, + 0.04914528504014015, + 0.11348182708024979, + 0.0750977098941803, + 0.10233855247497559 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.01820591650903225 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024874242953956127 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.0024874242953956127, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024874242953956127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17151542007923126, + 0.03844373673200607, + 0.08101139217615128, + 0.11489329487085342, + 0.051881343126297, + 0.06197770684957504, + 0.13219381868839264, + 0.10163107514381409, + 0.08301165699958801, + 0.1634405106306076 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0024874242953956127 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057880349457264 + ], + "opposite_logprob_tokens": [ + -3.8955788612365723 + ], + "logprob_reward": -0.02057880349457264, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057880349457264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18235313892364502, + 0.07619816809892654, + 0.24655744433403015, + 0.06205611675977707, + 0.026334701105952263, + 0.03663588687777519, + 0.06738046556711197, + 0.20049673318862915, + 0.06521429866552353, + 0.0367729552090168 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.02057880349457264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, eye-level tracking shot moves parallel to a wide dirt road, capturing the powerful overtaking of a simple cart by an elegant, dark mahogany carriage. Polished to a high sheen, the carriage is pulled by a pair of perfectly matched, powerful black horses, adorned with gleaming leather halters and brass fittings, their manes and tails flowing at the canter's pace. Its massive, spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light. The carriage passes a much slower, utilitarian carriage constructed of weathered, unvarnished wood and pulled by a sturdy workhorse, which moves slowly forward. The entire scene unfolds under a brilliantly sunny sky. The brilliant afternoon sun filters through the canopy of roadside trees, casting a shifting pattern of bright light and cool shadows on the road and its subjects, creating a vibrant atmosphere and pastoral beauty.", + "seed": 17099, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_9/index_5996_seed_17099_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027016973309218883, + "vlm_logprob": -0.027016973309218883, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.027016973309218883, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07274400442838669 + ], + "opposite_logprob_tokens": [ + -2.6977438926696777 + ], + "logprob_reward": -0.07274400442838669, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07274400442838669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2542722225189209, + 0.041638560593128204, + 0.17303188145160675, + 0.0279976949095726, + 0.13569781184196472, + 0.11697575449943542, + 0.04647371917963028, + 0.04200589656829834, + 0.08159656077623367, + 0.0803099274635315 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.07274400442838669 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029845066368579865 + ], + "opposite_logprob_tokens": [ + -3.5298449993133545 + ], + "logprob_reward": -0.029845066368579865, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029845066368579865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40155526995658875, + 0.0488988533616066, + 0.09366684406995773, + 0.02508361265063286, + 0.05786490440368652, + 0.082986980676651, + 0.030528994277119637, + 0.0573667511343956, + 0.10438041388988495, + 0.09766732901334763 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.029845066368579865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213516376912594 + ], + "opposite_logprob_tokens": [ + -4.264213562011719 + ], + "logprob_reward": -0.014213516376912594, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213516376912594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4922087788581848, + 0.027675198391079903, + 0.06276629120111465, + 0.015141311101615429, + 0.0535086952149868, + 0.1582687646150589, + 0.031839750707149506, + 0.025455595925450325, + 0.08267664909362793, + 0.0504588708281517 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.014213516376912594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192714355885983 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192714355885983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192714355885983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2984738349914551, + 0.03881623223423958, + 0.05793863162398338, + 0.044493455439805984, + 0.09684547036886215, + 0.059097811579704285, + 0.02607075497508049, + 0.05546896904706955, + 0.21705502271652222, + 0.10573980957269669 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.014192714355885983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040895650163292885 + ], + "opposite_logprob_tokens": [ + -5.50408935546875 + ], + "logprob_reward": -0.0040895650163292885, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040895650163292885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14508555829524994, + 0.022569689899683, + 0.17044535279273987, + 0.030448593199253082, + 0.14243392646312714, + 0.06222238019108772, + 0.032758574932813644, + 0.1203555315732956, + 0.11671258509159088, + 0.15696781873703003 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.0040895650163292885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, eye-level tracking shot moves parallel to a wide dirt road, capturing the powerful overtaking of a simple cart by an elegant, dark mahogany carriage. Polished to a high sheen, the carriage is pulled by a pair of perfectly matched, powerful black horses, adorned with gleaming leather halters and brass fittings, their manes and tails flowing at the canter's pace. Its massive, spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light. The carriage passes a much slower, utilitarian carriage constructed of weathered, unvarnished wood and pulled by a sturdy workhorse, which moves slowly forward. The entire scene unfolds under a brilliantly sunny sky. The brilliant afternoon sun filters through the canopy of roadside trees, casting a shifting pattern of bright light and cool shadows on the road and its subjects, creating a vibrant atmosphere and pastoral beauty.", + "seed": 17100, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000048/group_9/index_5996_seed_17100_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.043672899901866916, + "vlm_logprob": -0.043672899901866916, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.043672899901866916, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09208320826292038 + ], + "opposite_logprob_tokens": [ + -2.467083215713501 + ], + "logprob_reward": -0.09208320826292038, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09208320826292038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24648284912109375, + 0.03038748912513256, + 0.14218683540821075, + 0.10844412446022034, + 0.053705621510744095, + 0.034095726907253265, + 0.24395796656608582, + 0.03439946100115776, + 0.07184641808271408, + 0.03449350968003273 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.09208320826292038 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486958809196949 + ], + "opposite_logprob_tokens": [ + -3.0486958026885986 + ], + "logprob_reward": -0.0486958809196949, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486958809196949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1799219697713852, + 0.04655270650982857, + 0.2674923837184906, + 0.05875825136899948, + 0.04798000305891037, + 0.06785383075475693, + 0.07806777954101562, + 0.0920141264796257, + 0.060357023030519485, + 0.10100193321704865 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0486958809196949 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020603211596608162 + ], + "opposite_logprob_tokens": [ + -3.8956031799316406 + ], + "logprob_reward": -0.020603211596608162, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020603211596608162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10952187329530716, + 0.054209787398576736, + 0.1719169020652771, + 0.0345020666718483, + 0.016473622992634773, + 0.057248134166002274, + 0.2200677990913391, + 0.13816794753074646, + 0.07521794736385345, + 0.12267391383647919 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.020603211596608162 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033699482679367065 + ], + "opposite_logprob_tokens": [ + -3.4086995124816895 + ], + "logprob_reward": -0.033699482679367065, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033699482679367065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14923477172851562, + 0.053139373660087585, + 0.07489819824695587, + 0.07648415118455887, + 0.054880544543266296, + 0.07542218267917633, + 0.11039267480373383, + 0.15447795391082764, + 0.06626790016889572, + 0.18480230867862701 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.033699482679367065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a dynamic, eye-level tracking shot moving parallel to a wide dirt road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant, dark mahogany carriage with a high sheen overtaking a slower, utilitarian carriage made of weathered, unvarnished wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the main carriage's two black horses adorned with gleaming leather halters and brass fittings, with their manes and tails flowing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the carriage's massive spoked wheels spin rapidly, stirring up thick, roiling clouds of golden-brown dust that catch the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a brilliant afternoon sun filtering through roadside trees, casting shifting patterns of bright light and cool shadows on the road?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282716050744057 + ], + "opposite_logprob_tokens": [ + -3.773282766342163 + ], + "logprob_reward": -0.023282716050744057, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282716050744057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1854671984910965, + 0.033418912440538406, + 0.061538174748420715, + 0.14638778567314148, + 0.1149272471666336, + 0.032636743038892746, + 0.19454525411128998, + 0.08331131935119629, + 0.07961727678775787, + 0.06815014034509659 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.023282716050744057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_0/index_tensor([5473, 5473])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_0/index_tensor([5473, 5473])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d7bf274e6fdccac1ce31488d3f9a28efc5c3bc8f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_0/index_tensor([5473, 5473])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping panoramic shot, the camera slowly pulling back to reveal the panorama of a precipitous canyon, etched in the style of Tsui Hark's martial arts fantasy. In the dim light of early dusk, jagged, knife-cut cliffs rise like the skeletons of a giant beast. A damp mist lingers in the bottomless chasm, creating an atmosphere of mystery and danger. Within this silence, the dense forest of blue devil irises, covering the entire valley floor and portions of the sheer rock faces, their tightly closed deep blue, almost black buds suddenly open at the same moment, as if receiving a silent command. Each petal, as thin as a cicada's wing, burst open with a visible speed, its edges gleaming with an eerie electric blue light. A core of pure energy pulsed in unison, releasing a silent roar of energy—a force that transformed into a transparent, visible shockwave that rapidly spread from the center of the sea of flowers. Wherever it passed, the air violently twisted and rippled, even sending tiny rocks tumbling from the cliffs. This strange blue light instantly illuminated the entire valley, tinting the outlines of every rock a deep blue and casting long, twisting black shadows. It perfectly captured the spectacular scene of the valley being instantly engulfed by a supernatural force, creating a fantastical atmosphere that was both magnificent and oppressive.", + "seed": 18408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_0/index_5473_seed_18408_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23278477396816016, + "vlm_logprob": -0.23278477396816016, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.23278477396816016, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6370794773101807 + ], + "opposite_logprob_tokens": [ + -0.7620794773101807 + ], + "logprob_reward": -0.6370794773101807, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6370794773101807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11607327312231064, + 0.11852628737688065, + 0.09644006192684174, + 0.18569150567054749, + 0.053827736526727676, + 0.09989679604768753, + 0.038138605654239655, + 0.06650567054748535, + 0.09709886461496353, + 0.12780125439167023 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.6370794773101807 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062091194093227386 + ], + "opposite_logprob_tokens": [ + -2.812091112136841 + ], + "logprob_reward": -0.062091194093227386, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062091194093227386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16019025444984436, + 0.15315084159374237, + 0.105758897960186, + 0.04731922596693039, + 0.05749481916427612, + 0.07468224316835403, + 0.03728639706969261, + 0.05062545835971832, + 0.032020069658756256, + 0.28147175908088684 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.062091194093227386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553482316434383 + ], + "opposite_logprob_tokens": [ + -4.387553691864014 + ], + "logprob_reward": -0.012553482316434383, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553482316434383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1696033477783203, + 0.21553854644298553, + 0.16241174936294556, + 0.11626004427671432, + 0.09100405871868134, + 0.07504013180732727, + 0.032946232706308365, + 0.037307851016521454, + 0.048484981060028076, + 0.051403071731328964 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012553482316434383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308921605348587 + ], + "opposite_logprob_tokens": [ + -3.7733089923858643 + ], + "logprob_reward": -0.023308921605348587, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308921605348587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14028799533843994, + 0.07395744323730469, + 0.05299590155482292, + 0.24678665399551392, + 0.057983458042144775, + 0.1426204890012741, + 0.07077066600322723, + 0.07280050963163376, + 0.05971189960837364, + 0.08208498358726501 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.023308921605348587 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42889079451560974 + ], + "opposite_logprob_tokens": [ + -1.0538908243179321 + ], + "logprob_reward": -0.42889079451560974, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42889079451560974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08139663189649582, + 0.04729489982128143, + 0.05045012757182121, + 0.1306244134902954, + 0.055180370807647705, + 0.160891592502594, + 0.06528729945421219, + 0.07493262737989426, + 0.04259016737341881, + 0.2913517653942108 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.42889079451560974 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping panoramic shot, the camera slowly pulling back to reveal the panorama of a precipitous canyon, etched in the style of Tsui Hark's martial arts fantasy. In the dim light of early dusk, jagged, knife-cut cliffs rise like the skeletons of a giant beast. A damp mist lingers in the bottomless chasm, creating an atmosphere of mystery and danger. Within this silence, the dense forest of blue devil irises, covering the entire valley floor and portions of the sheer rock faces, their tightly closed deep blue, almost black buds suddenly open at the same moment, as if receiving a silent command. Each petal, as thin as a cicada's wing, burst open with a visible speed, its edges gleaming with an eerie electric blue light. A core of pure energy pulsed in unison, releasing a silent roar of energy—a force that transformed into a transparent, visible shockwave that rapidly spread from the center of the sea of flowers. Wherever it passed, the air violently twisted and rippled, even sending tiny rocks tumbling from the cliffs. This strange blue light instantly illuminated the entire valley, tinting the outlines of every rock a deep blue and casting long, twisting black shadows. It perfectly captured the spectacular scene of the valley being instantly engulfed by a supernatural force, creating a fantastical atmosphere that was both magnificent and oppressive.", + "seed": 18409, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_0/index_5473_seed_18409_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20294148959219455, + "vlm_logprob": -0.20294148959219455, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.20294148959219455, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38878536224365234 + ], + "opposite_logprob_tokens": [ + -1.1387853622436523 + ], + "logprob_reward": -0.38878536224365234, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38878536224365234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22163870930671692, + 0.07363935559988022, + 0.17256151139736176, + 0.08570690453052521, + 0.07030554115772247, + 0.11984074115753174, + 0.1237686350941658, + 0.011476835235953331, + 0.032249629497528076, + 0.08881214261054993 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.38878536224365234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373712345957756 + ], + "opposite_logprob_tokens": [ + -3.6513736248016357 + ], + "logprob_reward": -0.026373712345957756, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373712345957756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06940919160842896, + 0.07552269101142883, + 0.08356638997793198, + 0.09616333246231079, + 0.07333500683307648, + 0.2501402199268341, + 0.16952495276927948, + 0.023302268236875534, + 0.02477377839386463, + 0.13426221907138824 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.026373712345957756 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038112908601760864 + ], + "opposite_logprob_tokens": [ + -3.2881128787994385 + ], + "logprob_reward": -0.038112908601760864, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038112908601760864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2094121128320694, + 0.06126951053738594, + 0.2511920630931854, + 0.1438600718975067, + 0.05737673118710518, + 0.15312537550926208, + 0.04308803007006645, + 0.011075998656451702, + 0.014722499065101147, + 0.0548776239156723 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.038112908601760864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812277689576149 + ], + "opposite_logprob_tokens": [ + -3.2881228923797607 + ], + "logprob_reward": -0.03812277689576149, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812277689576149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09511350095272064, + 0.07595224678516388, + 0.10397107899188995, + 0.051581934094429016, + 0.03673829138278961, + 0.2838108539581299, + 0.07883395254611969, + 0.06477746367454529, + 0.054499223828315735, + 0.15472139418125153 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.03812277689576149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233126878738403 + ], + "opposite_logprob_tokens": [ + -0.8983126878738403 + ], + "logprob_reward": -0.5233126878738403, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233126878738403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12381558865308762, + 0.061786483973264694, + 0.0855368822813034, + 0.05976475402712822, + 0.07301457226276398, + 0.14679577946662903, + 0.04567471891641617, + 0.06891492754220963, + 0.09453605860471725, + 0.24016019701957703 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.5233126878738403 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping panoramic shot, the camera slowly pulling back to reveal the panorama of a precipitous canyon, etched in the style of Tsui Hark's martial arts fantasy. In the dim light of early dusk, jagged, knife-cut cliffs rise like the skeletons of a giant beast. A damp mist lingers in the bottomless chasm, creating an atmosphere of mystery and danger. Within this silence, the dense forest of blue devil irises, covering the entire valley floor and portions of the sheer rock faces, their tightly closed deep blue, almost black buds suddenly open at the same moment, as if receiving a silent command. Each petal, as thin as a cicada's wing, burst open with a visible speed, its edges gleaming with an eerie electric blue light. A core of pure energy pulsed in unison, releasing a silent roar of energy—a force that transformed into a transparent, visible shockwave that rapidly spread from the center of the sea of flowers. Wherever it passed, the air violently twisted and rippled, even sending tiny rocks tumbling from the cliffs. This strange blue light instantly illuminated the entire valley, tinting the outlines of every rock a deep blue and casting long, twisting black shadows. It perfectly captured the spectacular scene of the valley being instantly engulfed by a supernatural force, creating a fantastical atmosphere that was both magnificent and oppressive.", + "seed": 18410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_0/index_5473_seed_18410_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1327975235879421, + "vlm_logprob": -0.1327975235879421, + "vlm_yes_no_margin": 2.8749999701976776, + "vlm_token_credit": -0.1327975235879421, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1305168718099594 + ], + "opposite_logprob_tokens": [ + -2.130516767501831 + ], + "logprob_reward": -0.1305168718099594, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1305168718099594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13561464846134186, + 0.06497468054294586, + 0.07484520226716995, + 0.018412398174405098, + 0.3159451186656952, + 0.051426999270915985, + 0.08676586300134659, + 0.028905265033245087, + 0.037148259580135345, + 0.18596158921718597 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.1305168718099594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023331165313720703 + ], + "opposite_logprob_tokens": [ + -3.7733311653137207 + ], + "logprob_reward": -0.023331165313720703, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023331165313720703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22257256507873535, + 0.13517923653125763, + 0.05475163459777832, + 0.0229056216776371, + 0.10174549371004105, + 0.013136003166437149, + 0.0798315554857254, + 0.015330586582422256, + 0.02840411104261875, + 0.3261432349681854 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.023331165313720703 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553011998534203 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.012553011998534203, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553011998534203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10267466306686401, + 0.15918223559856415, + 0.13154268264770508, + 0.03558971360325813, + 0.14361423254013062, + 0.04527335241436958, + 0.22009775042533875, + 0.06678939610719681, + 0.03509077429771423, + 0.06014525890350342 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.012553011998534203 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308804258704185 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308804258704185, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308804258704185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11379886418581009, + 0.107730932533741, + 0.06542511284351349, + 0.04263666644692421, + 0.04522358998656273, + 0.055014219135046005, + 0.1870340257883072, + 0.09770701080560684, + 0.16041313111782074, + 0.1250164955854416 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.023308804258704185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742777645587921 + ], + "opposite_logprob_tokens": [ + -0.9742777347564697 + ], + "logprob_reward": -0.4742777645587921, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4742777645587921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12795063853263855, + 0.02909925952553749, + 0.023310648277401924, + 0.020487312227487564, + 0.05049380660057068, + 0.02680753916501999, + 0.11292422562837601, + 0.02117108181118965, + 0.05767108127474785, + 0.5300844311714172 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.4742777645587921 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping panoramic shot, the camera slowly pulling back to reveal the panorama of a precipitous canyon, etched in the style of Tsui Hark's martial arts fantasy. In the dim light of early dusk, jagged, knife-cut cliffs rise like the skeletons of a giant beast. A damp mist lingers in the bottomless chasm, creating an atmosphere of mystery and danger. Within this silence, the dense forest of blue devil irises, covering the entire valley floor and portions of the sheer rock faces, their tightly closed deep blue, almost black buds suddenly open at the same moment, as if receiving a silent command. Each petal, as thin as a cicada's wing, burst open with a visible speed, its edges gleaming with an eerie electric blue light. A core of pure energy pulsed in unison, releasing a silent roar of energy—a force that transformed into a transparent, visible shockwave that rapidly spread from the center of the sea of flowers. Wherever it passed, the air violently twisted and rippled, even sending tiny rocks tumbling from the cliffs. This strange blue light instantly illuminated the entire valley, tinting the outlines of every rock a deep blue and casting long, twisting black shadows. It perfectly captured the spectacular scene of the valley being instantly engulfed by a supernatural force, creating a fantastical atmosphere that was both magnificent and oppressive.", + "seed": 18411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_0/index_5473_seed_18411_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1252906246110797, + "vlm_logprob": -0.1252906246110797, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.1252906246110797, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2277544140815735 + ], + "opposite_logprob_tokens": [ + -1.6027543544769287 + ], + "logprob_reward": -0.2277544140815735, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2277544140815735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07372584193944931, + 0.08935585618019104, + 0.0351029671728611, + 0.03466416895389557, + 0.15381477773189545, + 0.04823768511414528, + 0.10510967671871185, + 0.059417180716991425, + 0.3602197468280792, + 0.040352098643779755 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.2277544140815735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219275675714016 + ], + "opposite_logprob_tokens": [ + -4.264219284057617 + ], + "logprob_reward": -0.014219275675714016, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219275675714016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10281898081302643, + 0.10722167789936066, + 0.21745777130126953, + 0.023296106606721878, + 0.12552514672279358, + 0.029248518869280815, + 0.16881167888641357, + 0.07299360632896423, + 0.10599459707736969, + 0.04663193225860596 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.014219275675714016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080684959888458 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.016080684959888458, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080684959888458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15557385981082916, + 0.07584025710821152, + 0.08781737834215164, + 0.058387260884046555, + 0.23656974732875824, + 0.041435904800891876, + 0.04842696711421013, + 0.05903070047497749, + 0.2154580056667328, + 0.021459907293319702 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.016080684959888458 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054969869554042816 + ], + "opposite_logprob_tokens": [ + -2.9299697875976562 + ], + "logprob_reward": -0.054969869554042816, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054969869554042816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04152227193117142, + 0.03289368003606796, + 0.021129867061972618, + 0.08689378947019577, + 0.10217791795730591, + 0.06794547289609909, + 0.049801476299762726, + 0.06157386675477028, + 0.5257818698883057, + 0.010279741138219833 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.054969869554042816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping panorama that slowly pulls back to reveal a precipitous canyon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are jagged, knife-cut cliffs visible rising from the canyon floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense forest of blue devil irises cover the valley floor and portions of the rock faces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the deep blue buds of the irises open simultaneously, emitting an eerie electric blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a transparent, visible shockwave shown spreading from the flowers and causing rocks to tumble from the cliffs?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134288787841797 + ], + "opposite_logprob_tokens": [ + -1.3134288787841797 + ], + "logprob_reward": -0.3134288787841797, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134288787841797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058825816959142685, + 0.024296492338180542, + 0.10170262306928635, + 0.05670076608657837, + 0.017214903607964516, + 0.06407956779003143, + 0.14316856861114502, + 0.13972574472427368, + 0.34291812777519226, + 0.051367372274398804 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.3134288787841797 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_1/index_tensor([8100, 8100])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_1/index_tensor([8100, 8100])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..70a05e122a3fc6326f43971671ec1640ef95b5e6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_1/index_tensor([8100, 8100])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a fluid, slowly rotating 360-degree camera, a dense vortex of countless flying sawdust and fine dust particles hovers in the center of a craftsman's workshop. Warm, golden afternoon sunlight slants through dusty windows, illuminating each suspended particle like a shimmering swarm of golden insects. A softly blurred backdrop features a wall covered in tools and piles of lumber. As the camera continues to pan, the initially chaotic, fluttering debris begins to be drawn by an invisible force, rapidly and orderly converging toward the center. They begin to weave and intertwine, larger pieces decisively forming the outlines of the chair's legs and backrest, while finer pieces of sawdust and dust seamlessly fill and compact the space, forming themselves as if possessing a life of their own. Finally, the rotation came to an abrupt halt, and the flying mass of matter had completely solidified, transforming into a wooden chair with smooth lines and solid texture. Its surface was smooth, and the warm oak grain was clearly revealed under the light. It stood quietly in place. The whole process was full of a focused and magical sense of creation, turning disorder into order and presenting a fascinating visual spectacle.", + "seed": 333, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_1/index_8100_seed_333_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04844146799296141, + "vlm_logprob": -0.04844146799296141, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.04844146799296141, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11423246562480927 + ], + "opposite_logprob_tokens": [ + -2.2392325401306152 + ], + "logprob_reward": -0.11423246562480927, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11423246562480927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25514134764671326, + 0.1130761057138443, + 0.1036171242594719, + 0.1803005486726761, + 0.04113849252462387, + 0.09571689367294312, + 0.05498300865292549, + 0.0657593384385109, + 0.03838988393545151, + 0.05187727510929108 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.11423246562480927 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209873043000698 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209873043000698, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209873043000698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19204801321029663, + 0.06635173410177231, + 0.09142279624938965, + 0.21178048849105835, + 0.056297894567251205, + 0.048753801733255386, + 0.0960777997970581, + 0.12584102153778076, + 0.09059298783540726, + 0.02083349972963333 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.014209873043000698 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898911088705063 + ], + "opposite_logprob_tokens": [ + -2.578989028930664 + ], + "logprob_reward": -0.07898911088705063, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898911088705063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055444903671741486, + 0.06710036844015121, + 0.07183834910392761, + 0.08509401977062225, + 0.07981128245592117, + 0.15223479270935059, + 0.05766908451914787, + 0.2015213668346405, + 0.1491616815328598, + 0.08012419193983078 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.07898911088705063 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200706034898758 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.014200706034898758, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200706034898758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0972677543759346, + 0.07247781753540039, + 0.10576463490724564, + 0.11841736733913422, + 0.05044134333729744, + 0.11890936642885208, + 0.14645202457904816, + 0.12465211749076843, + 0.10257542133331299, + 0.06304216384887695 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.014200706034898758 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575184375047684 + ], + "opposite_logprob_tokens": [ + -3.8955752849578857 + ], + "logprob_reward": -0.020575184375047684, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575184375047684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09225989878177643, + 0.06914474070072174, + 0.052291806787252426, + 0.1380205601453781, + 0.10118688642978668, + 0.16600744426250458, + 0.06713209301233292, + 0.1481969803571701, + 0.09192868322134018, + 0.07383089512586594 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.020575184375047684 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a fluid, slowly rotating 360-degree camera, a dense vortex of countless flying sawdust and fine dust particles hovers in the center of a craftsman's workshop. Warm, golden afternoon sunlight slants through dusty windows, illuminating each suspended particle like a shimmering swarm of golden insects. A softly blurred backdrop features a wall covered in tools and piles of lumber. As the camera continues to pan, the initially chaotic, fluttering debris begins to be drawn by an invisible force, rapidly and orderly converging toward the center. They begin to weave and intertwine, larger pieces decisively forming the outlines of the chair's legs and backrest, while finer pieces of sawdust and dust seamlessly fill and compact the space, forming themselves as if possessing a life of their own. Finally, the rotation came to an abrupt halt, and the flying mass of matter had completely solidified, transforming into a wooden chair with smooth lines and solid texture. Its surface was smooth, and the warm oak grain was clearly revealed under the light. It stood quietly in place. The whole process was full of a focused and magical sense of creation, turning disorder into order and presenting a fascinating visual spectacle.", + "seed": 334, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_1/index_8100_seed_334_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14545355620793998, + "vlm_logprob": -0.14545355620793998, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.14545355620793998, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6332095861434937 + ], + "opposite_logprob_tokens": [ + -0.7582095861434937 + ], + "logprob_reward": -0.6332095861434937, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6332095861434937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10792460292577744, + 0.027551840990781784, + 0.06731675565242767, + 0.016366010531783104, + 0.13417170941829681, + 0.023818684741854668, + 0.02052036114037037, + 0.22222591936588287, + 0.24857856333255768, + 0.13152557611465454 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.6332095861434937 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002204370917752385 + ], + "opposite_logprob_tokens": [ + -6.127204418182373 + ], + "logprob_reward": -0.002204370917752385, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002204370917752385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41806623339653015, + 0.02746596932411194, + 0.06073031201958656, + 0.01706765405833721, + 0.10992307215929031, + 0.027392473071813583, + 0.010359321720898151, + 0.1215767189860344, + 0.14593735337257385, + 0.06148086488246918 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.002204370917752385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898019254207611 + ], + "opposite_logprob_tokens": [ + -2.5789802074432373 + ], + "logprob_reward": -0.07898019254207611, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898019254207611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23844072222709656, + 0.046796273440122604, + 0.17804570496082306, + 0.03026423044502735, + 0.1152007058262825, + 0.04713909700512886, + 0.018314670771360397, + 0.11239980161190033, + 0.1635650247335434, + 0.04983377456665039 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.07898019254207611 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252490285784006 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252490285784006, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252490285784006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1737596094608307, + 0.03316803276538849, + 0.0627347007393837, + 0.013407357037067413, + 0.12306780368089676, + 0.02119636721909046, + 0.015118628740310669, + 0.28116291761398315, + 0.20688869059085846, + 0.06949582695960999 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.005252490285784006 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621141150593758 + ], + "opposite_logprob_tokens": [ + -4.8826212882995605 + ], + "logprob_reward": -0.007621141150593758, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621141150593758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24793556332588196, + 0.02866726741194725, + 0.2015167772769928, + 0.014988907612860203, + 0.07478964328765869, + 0.01940237544476986, + 0.012964941561222076, + 0.1524895429611206, + 0.19039055705070496, + 0.05685436725616455 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.007621141150593758 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a fluid, slowly rotating 360-degree camera, a dense vortex of countless flying sawdust and fine dust particles hovers in the center of a craftsman's workshop. Warm, golden afternoon sunlight slants through dusty windows, illuminating each suspended particle like a shimmering swarm of golden insects. A softly blurred backdrop features a wall covered in tools and piles of lumber. As the camera continues to pan, the initially chaotic, fluttering debris begins to be drawn by an invisible force, rapidly and orderly converging toward the center. They begin to weave and intertwine, larger pieces decisively forming the outlines of the chair's legs and backrest, while finer pieces of sawdust and dust seamlessly fill and compact the space, forming themselves as if possessing a life of their own. Finally, the rotation came to an abrupt halt, and the flying mass of matter had completely solidified, transforming into a wooden chair with smooth lines and solid texture. Its surface was smooth, and the warm oak grain was clearly revealed under the light. It stood quietly in place. The whole process was full of a focused and magical sense of creation, turning disorder into order and presenting a fascinating visual spectacle.", + "seed": 335, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_1/index_8100_seed_335_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03581259329803288, + "vlm_logprob": -0.03581259329803288, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03581259329803288, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11379466950893402 + ], + "opposite_logprob_tokens": [ + -2.2387945652008057 + ], + "logprob_reward": -0.11379466950893402, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11379466950893402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3416843116283417, + 0.05370453745126724, + 0.14059875905513763, + 0.056397829204797745, + 0.04372251406311989, + 0.08802440017461777, + 0.08633286505937576, + 0.06259419769048691, + 0.03362685814499855, + 0.0933137983083725 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.11379466950893402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084645055234432 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.011084645055234432, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084645055234432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3359419107437134, + 0.18000739812850952, + 0.06569411605596542, + 0.06270933896303177, + 0.16290472447872162, + 0.07690637558698654, + 0.04859757795929909, + 0.02795771323144436, + 0.020736651495099068, + 0.018544217571616173 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.011084645055234432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043059974908828735 + ], + "opposite_logprob_tokens": [ + -3.168060064315796 + ], + "logprob_reward": -0.043059974908828735, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043059974908828735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2022620290517807, + 0.08496173471212387, + 0.1324206292629242, + 0.07243578135967255, + 0.06930418312549591, + 0.2178524285554886, + 0.06252685934305191, + 0.0342077799141407, + 0.08790162205696106, + 0.03612704202532768 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.043059974908828735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638749830424786 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638749830424786, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638749830424786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3861519396305084, + 0.06313709914684296, + 0.11891122907400131, + 0.0960630550980568, + 0.06453235447406769, + 0.14377497136592865, + 0.06097259745001793, + 0.021916870027780533, + 0.022161992266774178, + 0.02237793244421482 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.008638749830424786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484927186742425 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.002484927186742425, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484927186742425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3001134991645813, + 0.06001142039895058, + 0.20802508294582367, + 0.06581293046474457, + 0.12645430862903595, + 0.08464691787958145, + 0.04403259605169296, + 0.026899797841906548, + 0.032256510108709335, + 0.051746923476457596 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.002484927186742425 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a fluid, slowly rotating 360-degree camera, a dense vortex of countless flying sawdust and fine dust particles hovers in the center of a craftsman's workshop. Warm, golden afternoon sunlight slants through dusty windows, illuminating each suspended particle like a shimmering swarm of golden insects. A softly blurred backdrop features a wall covered in tools and piles of lumber. As the camera continues to pan, the initially chaotic, fluttering debris begins to be drawn by an invisible force, rapidly and orderly converging toward the center. They begin to weave and intertwine, larger pieces decisively forming the outlines of the chair's legs and backrest, while finer pieces of sawdust and dust seamlessly fill and compact the space, forming themselves as if possessing a life of their own. Finally, the rotation came to an abrupt halt, and the flying mass of matter had completely solidified, transforming into a wooden chair with smooth lines and solid texture. Its surface was smooth, and the warm oak grain was clearly revealed under the light. It stood quietly in place. The whole process was full of a focused and magical sense of creation, turning disorder into order and presenting a fascinating visual spectacle.", + "seed": 336, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_1/index_8100_seed_336_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11820491710677743, + "vlm_logprob": -0.11820491710677743, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.11820491710677743, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3141259551048279 + ], + "opposite_logprob_tokens": [ + -1.3141260147094727 + ], + "logprob_reward": -0.3141259551048279, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3141259551048279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0799224004149437, + 0.0385536253452301, + 0.031414683908224106, + 0.13896167278289795, + 0.10176091641187668, + 0.06266286969184875, + 0.3229602873325348, + 0.13408595323562622, + 0.016040051355957985, + 0.07363750785589218 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.3141259551048279 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791559539735317 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.009791559539735317, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791559539735317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07625465840101242, + 0.2695038914680481, + 0.31483930349349976, + 0.12256705015897751, + 0.03128249570727348, + 0.03317150101065636, + 0.05080794543027878, + 0.05543779581785202, + 0.018253864720463753, + 0.027881525456905365 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.009791559539735317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520766258239746 + ], + "opposite_logprob_tokens": [ + -1.5020766258239746 + ], + "logprob_reward": -0.2520766258239746, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520766258239746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07332473993301392, + 0.07628701627254486, + 0.25230324268341064, + 0.13320446014404297, + 0.12651704251766205, + 0.17828436195850372, + 0.01573546789586544, + 0.04125715419650078, + 0.027203837409615517, + 0.0758826956152916 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.2520766258239746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978435855358839 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.00978435855358839, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978435855358839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07896817475557327, + 0.034936267882585526, + 0.3134273588657379, + 0.2054222673177719, + 0.03378075733780861, + 0.03496105596423149, + 0.09877466410398483, + 0.06615723669528961, + 0.07482016086578369, + 0.05875207856297493 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.00978435855358839 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a craftsman's workshop with a wall covered in tools and piles of lumber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a dense vortex of flying sawdust and fine dust particles illuminated by warm, golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a fluid, slowly rotating 360-degree motion that eventually comes to an abrupt halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dust particles visibly converge, weave, and intertwine to form the outlines and solid texture of a wooden chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final object a wooden chair with smooth lines, solid texture, and clearly visible warm oak grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00524608651176095 + ], + "opposite_logprob_tokens": [ + -5.255246162414551 + ], + "logprob_reward": -0.00524608651176095, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00524608651176095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0544867068529129, + 0.06831610947847366, + 0.04489707201719284, + 0.1528494656085968, + 0.07315096259117126, + 0.0775449126958847, + 0.102925144135952, + 0.21959292888641357, + 0.1053287535905838, + 0.10090795904397964 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.00524608651176095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_10/index_tensor([7133, 7133])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_10/index_tensor([7133, 7133])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..74545d489fb52e8d207c3108869f3feb42c1bb9c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_10/index_tensor([7133, 7133])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly elevated angle, the camera slowly tilts upward and gently pans, following a jet-black cat, its silky fur reflecting a silvery sheen in the cool moonlight. Its emerald eyes gleam with a mysterious, all-seeing light in the darkness, and its body is enveloped in a soft, purplish, translucent magical aura that gently pulsates with its movements. Instead of wings, it gracefully swirls through the air with a deliberate ease that defies the laws of physics. Its extended body and long tail, tracing a graceful arc behind it, imbue each glide with rhythmic grace. Against the backdrop is a deep midnight sky, dotted with countless diamond-like stars and a brilliant full moon. Below, a sleeping city, blurred and dotted with lights, looms. The entire scene, rendered in cool tones, exudes a sense of profound tranquility and dreaminess, creating an atmosphere of mystery and magic.", + "seed": 8581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_10/index_7133_seed_8581_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1174395008943975, + "vlm_logprob": -0.1174395008943975, + "vlm_yes_no_margin": 3.5249999880790712, + "vlm_token_credit": -0.1174395008943975, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22587676346302032 + ], + "opposite_logprob_tokens": [ + -1.600876808166504 + ], + "logprob_reward": -0.22587676346302032, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22587676346302032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06756168603897095, + 0.12400433421134949, + 0.04774864763021469, + 0.08941350132226944, + 0.065973661839962, + 0.020678909495472908, + 0.0340440608561039, + 0.03551622852683067, + 0.42013442516326904, + 0.09492451697587967 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.22587676346302032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31352096796035767 + ], + "opposite_logprob_tokens": [ + -1.313520908355713 + ], + "logprob_reward": -0.31352096796035767, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31352096796035767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2678413689136505, + 0.178437277674675, + 0.11400459706783295, + 0.04603969678282738, + 0.05210065841674805, + 0.05089392513036728, + 0.02991006337106228, + 0.07597891241312027, + 0.12472259253263474, + 0.06007089838385582 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.31352096796035767 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818899229168892 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.002818899229168892, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818899229168892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12358428537845612, + 0.07023691385984421, + 0.23812325298786163, + 0.07657455652952194, + 0.05781715363264084, + 0.0803733766078949, + 0.03333064541220665, + 0.03502524271607399, + 0.19200432300567627, + 0.09293019771575928 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.002818899229168892 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019383705221116543 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019383705221116543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019383705221116543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25778546929359436, + 0.09383350610733032, + 0.07513916492462158, + 0.1109309270977974, + 0.04571937024593353, + 0.03329961746931076, + 0.04276089742779732, + 0.16571301221847534, + 0.12205050885677338, + 0.052767492830753326 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0019383705221116543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304250329732895 + ], + "opposite_logprob_tokens": [ + -3.1680424213409424 + ], + "logprob_reward": -0.04304250329732895, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304250329732895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08312074095010757, + 0.1832234412431717, + 0.10358066856861115, + 0.10041370242834091, + 0.1641644835472107, + 0.10943172872066498, + 0.05140504986047745, + 0.06059702858328819, + 0.08831172436475754, + 0.055751439183950424 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.04304250329732895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly elevated angle, the camera slowly tilts upward and gently pans, following a jet-black cat, its silky fur reflecting a silvery sheen in the cool moonlight. Its emerald eyes gleam with a mysterious, all-seeing light in the darkness, and its body is enveloped in a soft, purplish, translucent magical aura that gently pulsates with its movements. Instead of wings, it gracefully swirls through the air with a deliberate ease that defies the laws of physics. Its extended body and long tail, tracing a graceful arc behind it, imbue each glide with rhythmic grace. Against the backdrop is a deep midnight sky, dotted with countless diamond-like stars and a brilliant full moon. Below, a sleeping city, blurred and dotted with lights, looms. The entire scene, rendered in cool tones, exudes a sense of profound tranquility and dreaminess, creating an atmosphere of mystery and magic.", + "seed": 8582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_10/index_7133_seed_8582_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09742253879085183, + "vlm_logprob": -0.09742253879085183, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.09742253879085183, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07999234646558762 + ], + "opposite_logprob_tokens": [ + -2.5799922943115234 + ], + "logprob_reward": -0.07999234646558762, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07999234646558762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30599385499954224, + 0.06315502524375916, + 0.03380757197737694, + 0.10712940990924835, + 0.040463805198669434, + 0.04059528559446335, + 0.051653552800416946, + 0.14747153222560883, + 0.12143824994564056, + 0.08829165250062943 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.07999234646558762 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486977815628052 + ], + "opposite_logprob_tokens": [ + -1.2236977815628052 + ], + "logprob_reward": -0.3486977815628052, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486977815628052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6518465876579285, + 0.06622917950153351, + 0.03057049959897995, + 0.02894311212003231, + 0.030072761699557304, + 0.029615061357617378, + 0.025058381259441376, + 0.053813956677913666, + 0.03826337680220604, + 0.04558709263801575 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.3486977815628052 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735597271472216 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735597271472216, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735597271472216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37214016914367676, + 0.10577842593193054, + 0.037210628390312195, + 0.06110062822699547, + 0.08457450568675995, + 0.05894490331411362, + 0.09769969433546066, + 0.07798431068658829, + 0.03657463565468788, + 0.06799214333295822 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.006735597271472216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635558187961578 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635558187961578, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635558187961578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23946340382099152, + 0.08984846621751785, + 0.05167452618479729, + 0.061493370682001114, + 0.11338158696889877, + 0.1394900530576706, + 0.06931932270526886, + 0.09986591339111328, + 0.08001341670751572, + 0.05544988438487053 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.008635558187961578 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305141046643257 + ], + "opposite_logprob_tokens": [ + -3.1680514812469482 + ], + "logprob_reward": -0.04305141046643257, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305141046643257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24413888156414032, + 0.0766512081027031, + 0.06314777582883835, + 0.07609638571739197, + 0.10046175867319107, + 0.16871343553066254, + 0.13053202629089355, + 0.0490453839302063, + 0.054662808775901794, + 0.03655032813549042 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.04305141046643257 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly elevated angle, the camera slowly tilts upward and gently pans, following a jet-black cat, its silky fur reflecting a silvery sheen in the cool moonlight. Its emerald eyes gleam with a mysterious, all-seeing light in the darkness, and its body is enveloped in a soft, purplish, translucent magical aura that gently pulsates with its movements. Instead of wings, it gracefully swirls through the air with a deliberate ease that defies the laws of physics. Its extended body and long tail, tracing a graceful arc behind it, imbue each glide with rhythmic grace. Against the backdrop is a deep midnight sky, dotted with countless diamond-like stars and a brilliant full moon. Below, a sleeping city, blurred and dotted with lights, looms. The entire scene, rendered in cool tones, exudes a sense of profound tranquility and dreaminess, creating an atmosphere of mystery and magic.", + "seed": 8583, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_10/index_7133_seed_8583_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09672633958980441, + "vlm_logprob": -0.09672633958980441, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.09672633958980441, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18021096289157867 + ], + "opposite_logprob_tokens": [ + -1.8052109479904175 + ], + "logprob_reward": -0.18021096289157867, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18021096289157867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1495363563299179, + 0.0392436608672142, + 0.0541517436504364, + 0.019779663532972336, + 0.08835851401090622, + 0.04621985927224159, + 0.4444263279438019, + 0.10683738440275192, + 0.031131790950894356, + 0.02031468041241169 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.18021096289157867 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20164614915847778 + ], + "opposite_logprob_tokens": [ + -1.701646089553833 + ], + "logprob_reward": -0.20164614915847778, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20164614915847778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2289269119501114, + 0.09652278572320938, + 0.06542681902647018, + 0.06739458441734314, + 0.06392551213502884, + 0.05236996337771416, + 0.3163144588470459, + 0.04431157186627388, + 0.044108398258686066, + 0.020698990672826767 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.20164614915847778 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046372017823159695 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.0046372017823159695, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046372017823159695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10712620615959167, + 0.06203468516469002, + 0.12747624516487122, + 0.05864747613668442, + 0.0545290932059288, + 0.06131339818239212, + 0.3369729816913605, + 0.08795158565044403, + 0.063506580889225, + 0.04044170677661896 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.0046372017823159695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181100487709045 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.018181100487709045, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181100487709045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09871374815702438, + 0.23315434157848358, + 0.07126133888959885, + 0.06471765786409378, + 0.07172612100839615, + 0.10258622467517853, + 0.25629428029060364, + 0.027683183550834656, + 0.029040714725852013, + 0.0448223352432251 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.018181100487709045 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895628362894058 + ], + "opposite_logprob_tokens": [ + -2.578956365585327 + ], + "logprob_reward": -0.07895628362894058, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895628362894058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2049621194601059, + 0.06195583567023277, + 0.059374142438173294, + 0.09902845323085785, + 0.10964035242795944, + 0.12158697098493576, + 0.15149623155593872, + 0.06067634001374245, + 0.09504079073667526, + 0.03623878210783005 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.07895628362894058 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly elevated angle, the camera slowly tilts upward and gently pans, following a jet-black cat, its silky fur reflecting a silvery sheen in the cool moonlight. Its emerald eyes gleam with a mysterious, all-seeing light in the darkness, and its body is enveloped in a soft, purplish, translucent magical aura that gently pulsates with its movements. Instead of wings, it gracefully swirls through the air with a deliberate ease that defies the laws of physics. Its extended body and long tail, tracing a graceful arc behind it, imbue each glide with rhythmic grace. Against the backdrop is a deep midnight sky, dotted with countless diamond-like stars and a brilliant full moon. Below, a sleeping city, blurred and dotted with lights, looms. The entire scene, rendered in cool tones, exudes a sense of profound tranquility and dreaminess, creating an atmosphere of mystery and magic.", + "seed": 8584, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_10/index_7133_seed_8584_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06663148580119013, + "vlm_logprob": -0.06663148580119013, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.06663148580119013, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08940309286117554 + ], + "opposite_logprob_tokens": [ + -2.4644031524658203 + ], + "logprob_reward": -0.08940309286117554, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08940309286117554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14008280634880066, + 0.11886557191610336, + 0.10659953951835632, + 0.08686201274394989, + 0.05887151509523392, + 0.09256359934806824, + 0.10386533290147781, + 0.11800812184810638, + 0.06548560410737991, + 0.10879592597484589 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.08940309286117554 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799430251121521 + ], + "opposite_logprob_tokens": [ + -1.8049430847167969 + ], + "logprob_reward": -0.1799430251121521, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799430251121521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15076234936714172, + 0.19947001338005066, + 0.1441422551870346, + 0.08217039704322815, + 0.0419122688472271, + 0.1487799882888794, + 0.07653846591711044, + 0.07348521053791046, + 0.038006894290447235, + 0.04473217576742172 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.1799430251121521 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096688237041235 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096688237041235, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096688237041235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17439690232276917, + 0.10045651346445084, + 0.08389520645141602, + 0.15040236711502075, + 0.13443827629089355, + 0.17649754881858826, + 0.05506397411227226, + 0.0366937629878521, + 0.04337460175156593, + 0.044780876487493515 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.004096688237041235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107415184378624 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.01107415184378624, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107415184378624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15523745119571686, + 0.1837213933467865, + 0.10789905488491058, + 0.10441510379314423, + 0.10587670654058456, + 0.11396787315607071, + 0.07530336081981659, + 0.05941299721598625, + 0.04458964243531227, + 0.04957638680934906 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.01107415184378624 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a jet-black cat with silky fur reflecting a silvery sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cat have emerald eyes that are visible in the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat enveloped in a soft, purplish, translucent magical aura that pulses with its movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep midnight sky with diamond-like stars and a brilliant full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly elevated angle and slowly tilt upward while gently panning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864047095179558 + ], + "opposite_logprob_tokens": [ + -3.048640489578247 + ], + "logprob_reward": -0.04864047095179558, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864047095179558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34092700481414795, + 0.1155659556388855, + 0.054776422679424286, + 0.06666608899831772, + 0.1444273144006729, + 0.10333232581615448, + 0.040477387607097626, + 0.03727789968252182, + 0.028777990490198135, + 0.06777162849903107 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.04864047095179558 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_11/index_tensor([390, 390])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_11/index_tensor([390, 390])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c87ecd2483da6530b87c0c7ae32d30614d0ea34f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_11/index_tensor([390, 390])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, emotive close-up focuses on a wrinkled elderly man. The soft golden afterglow of the evening sun casts a sidelight on his face, sculpting each deep wrinkle on his skin like a dried-up riverbed, dotted with age spots. His slightly cloudy yet still deep eyes gaze unfocused beyond the camera, as if reminiscing about a distant past. His sparse, graying hair is gently ruffled by the breeze. His lips, cracked and pale, tremble almost imperceptibly before slowly opening. Finally, with a slump of his shoulders, he lets out a long, drawn-out sigh, a fleeting puff of white mist in the cool air. The scene is bathed in a warm, slightly melancholic hue, with the completely blurred outlines of the fields in the background, creating an atmosphere of profound contemplation and nostalgia, as if silently telling a long life story.", + "seed": 31885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_11/index_390_seed_31885_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11909419288858772, + "vlm_logprob": -0.11909419288858772, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.11909419288858772, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0049655926413834095 + ], + "opposite_logprob_tokens": [ + -5.629965782165527 + ], + "logprob_reward": -0.0049655926413834095, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0049655926413834095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16430652141571045, + 0.06321348994970322, + 0.06079655513167381, + 0.08464527130126953, + 0.05596319958567619, + 0.12608928978443146, + 0.13075748085975647, + 0.12927235662937164, + 0.11412549018859863, + 0.0708303228020668 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0049655926413834095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011100678704679012 + ], + "opposite_logprob_tokens": [ + -4.511100769042969 + ], + "logprob_reward": -0.011100678704679012, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011100678704679012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1399267017841339, + 0.03367036581039429, + 0.03989763185381889, + 0.1364082545042038, + 0.033185649663209915, + 0.09545613825321198, + 0.049314480274915695, + 0.05216243863105774, + 0.14735110104084015, + 0.2726273238658905 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.011100678704679012 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904338628053665 + ], + "opposite_logprob_tokens": [ + -2.464043378829956 + ], + "logprob_reward": -0.08904338628053665, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904338628053665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08294942229986191, + 0.10544635355472565, + 0.15890704095363617, + 0.08758490532636642, + 0.08721557259559631, + 0.05494382977485657, + 0.16127891838550568, + 0.10044760257005692, + 0.11139293760061264, + 0.04983338341116905 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.08904338628053665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742914140224457 + ], + "opposite_logprob_tokens": [ + -0.9742914438247681 + ], + "logprob_reward": -0.4742914140224457, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742914140224457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24859890341758728, + 0.0685698539018631, + 0.06021472066640854, + 0.10899526625871658, + 0.07729233801364899, + 0.08437755703926086, + 0.07530426979064941, + 0.057546935975551605, + 0.09136902540922165, + 0.12773117423057556 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.4742914140224457 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069892793893814 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.016069892793893814, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069892793893814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13018947839736938, + 0.03600824624300003, + 0.02939014509320259, + 0.07995541393756866, + 0.053827133029699326, + 0.0766872763633728, + 0.1510813683271408, + 0.047646909952163696, + 0.2009752094745636, + 0.1942388117313385 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.016069892793893814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, emotive close-up focuses on a wrinkled elderly man. The soft golden afterglow of the evening sun casts a sidelight on his face, sculpting each deep wrinkle on his skin like a dried-up riverbed, dotted with age spots. His slightly cloudy yet still deep eyes gaze unfocused beyond the camera, as if reminiscing about a distant past. His sparse, graying hair is gently ruffled by the breeze. His lips, cracked and pale, tremble almost imperceptibly before slowly opening. Finally, with a slump of his shoulders, he lets out a long, drawn-out sigh, a fleeting puff of white mist in the cool air. The scene is bathed in a warm, slightly melancholic hue, with the completely blurred outlines of the fields in the background, creating an atmosphere of profound contemplation and nostalgia, as if silently telling a long life story.", + "seed": 31886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_11/index_390_seed_31886_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1093290252611041, + "vlm_logprob": -0.1093290252611041, + "vlm_yes_no_margin": 3.374999988079071, + "vlm_token_credit": -0.1093290252611041, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006936753634363413 + ], + "opposite_logprob_tokens": [ + -5.506936550140381 + ], + "logprob_reward": -0.006936753634363413, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.006936753634363413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35527661442756653, + 0.11564860492944717, + 0.07081020623445511, + 0.04413027688860893, + 0.18064896762371063, + 0.1001993790268898, + 0.01827847771346569, + 0.029761197045445442, + 0.06160540133714676, + 0.02364085242152214 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.006936753634363413 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033735789358615875 + ], + "opposite_logprob_tokens": [ + -3.408735752105713 + ], + "logprob_reward": -0.033735789358615875, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033735789358615875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16146090626716614, + 0.29495880007743835, + 0.013115077279508114, + 0.015581008046865463, + 0.2218133509159088, + 0.19018521904945374, + 0.02983946166932583, + 0.04184483736753464, + 0.01694195531308651, + 0.014259317889809608 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.033735789358615875 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293958872556686 + ], + "opposite_logprob_tokens": [ + -2.2379395961761475 + ], + "logprob_reward": -0.11293958872556686, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293958872556686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09534687548875809, + 0.05592034012079239, + 0.11657887697219849, + 0.011391756124794483, + 0.630336344242096, + 0.01563628390431404, + 0.015528297051787376, + 0.02743680216372013, + 0.019805358722805977, + 0.01201909501105547 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.11293958872556686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38708311319351196 + ], + "opposite_logprob_tokens": [ + -1.1370830535888672 + ], + "logprob_reward": -0.38708311319351196, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38708311319351196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15724171698093414, + 0.14758379757404327, + 0.03238457441329956, + 0.009154131636023521, + 0.522021472454071, + 0.06086648255586624, + 0.021457217633724213, + 0.03180171176791191, + 0.008166501298546791, + 0.009322435595095158 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.38708311319351196 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059498813934624195 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.0059498813934624195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059498813934624195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05844737961888313, + 0.07260806858539581, + 0.06656158715486526, + 0.00991637259721756, + 0.6890503168106079, + 0.0495588593184948, + 0.01688879169523716, + 0.00987215805798769, + 0.011807765811681747, + 0.01528871152549982 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.0059498813934624195 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, emotive close-up focuses on a wrinkled elderly man. The soft golden afterglow of the evening sun casts a sidelight on his face, sculpting each deep wrinkle on his skin like a dried-up riverbed, dotted with age spots. His slightly cloudy yet still deep eyes gaze unfocused beyond the camera, as if reminiscing about a distant past. His sparse, graying hair is gently ruffled by the breeze. His lips, cracked and pale, tremble almost imperceptibly before slowly opening. Finally, with a slump of his shoulders, he lets out a long, drawn-out sigh, a fleeting puff of white mist in the cool air. The scene is bathed in a warm, slightly melancholic hue, with the completely blurred outlines of the fields in the background, creating an atmosphere of profound contemplation and nostalgia, as if silently telling a long life story.", + "seed": 31887, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_11/index_390_seed_31887_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07730134883895516, + "vlm_logprob": -0.07730134883895516, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.07730134883895516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005992541089653969 + ], + "opposite_logprob_tokens": [ + -5.380992412567139 + ], + "logprob_reward": -0.005992541089653969, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005992541089653969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2288515418767929, + 0.13507942855358124, + 0.08057229965925217, + 0.07100401818752289, + 0.04324526712298393, + 0.3246919810771942, + 0.011775207705795765, + 0.05567259341478348, + 0.02428017556667328, + 0.02482742816209793 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.005992541089653969 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125653725117445 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.0125653725117445, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125653725117445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0324876643717289, + 0.01903013326227665, + 0.012629980221390724, + 0.858772873878479, + 0.018538815900683403, + 0.0338718555867672, + 0.003463402856141329, + 0.009552787989377975, + 0.007253462914377451, + 0.004398990422487259 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.0125653725117445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898933440446854 + ], + "opposite_logprob_tokens": [ + -2.578989267349243 + ], + "logprob_reward": -0.07898933440446854, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898933440446854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11519695818424225, + 0.0474524162709713, + 0.027950840070843697, + 0.2249557077884674, + 0.04399138689041138, + 0.3291971683502197, + 0.021239249035716057, + 0.029148761183023453, + 0.04118829220533371, + 0.11967920511960983 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.07898933440446854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132936358451843 + ], + "opposite_logprob_tokens": [ + -1.4063293933868408 + ], + "logprob_reward": -0.28132936358451843, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132936358451843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04352891445159912, + 0.14563529193401337, + 0.09466352313756943, + 0.08244842290878296, + 0.051830440759658813, + 0.286404013633728, + 0.05548611283302307, + 0.09567312151193619, + 0.07284311205148697, + 0.07148703187704086 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.28132936358451843 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630132604390383 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630132604390383, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630132604390383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16452282667160034, + 0.024643879383802414, + 0.059983812272548676, + 0.4257463812828064, + 0.09117867797613144, + 0.09448850899934769, + 0.012745928950607777, + 0.042280785739421844, + 0.016743289306759834, + 0.06766591966152191 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.007630132604390383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, emotive close-up focuses on a wrinkled elderly man. The soft golden afterglow of the evening sun casts a sidelight on his face, sculpting each deep wrinkle on his skin like a dried-up riverbed, dotted with age spots. His slightly cloudy yet still deep eyes gaze unfocused beyond the camera, as if reminiscing about a distant past. His sparse, graying hair is gently ruffled by the breeze. His lips, cracked and pale, tremble almost imperceptibly before slowly opening. Finally, with a slump of his shoulders, he lets out a long, drawn-out sigh, a fleeting puff of white mist in the cool air. The scene is bathed in a warm, slightly melancholic hue, with the completely blurred outlines of the fields in the background, creating an atmosphere of profound contemplation and nostalgia, as if silently telling a long life story.", + "seed": 31888, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_11/index_390_seed_31888_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10408625900745391, + "vlm_logprob": -0.10408625900745391, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.10408625900745391, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008261908777058125 + ], + "opposite_logprob_tokens": [ + -5.008261680603027 + ], + "logprob_reward": -0.008261908777058125, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008261908777058125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2787255346775055, + 0.04813094437122345, + 0.059907060116529465, + 0.06313671916723251, + 0.17120978236198425, + 0.1338292360305786, + 0.03420456498861313, + 0.04237581789493561, + 0.046650148928165436, + 0.12183019518852234 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.008261908777058125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016090068966150284 + ], + "opposite_logprob_tokens": [ + -4.141089916229248 + ], + "logprob_reward": -0.016090068966150284, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016090068966150284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1442408412694931, + 0.13815055787563324, + 0.023135188966989517, + 0.024171672761440277, + 0.180111363530159, + 0.28004777431488037, + 0.07279900461435318, + 0.03002082370221615, + 0.025342991575598717, + 0.08197978138923645 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.016090068966150284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279818534851074 + ], + "opposite_logprob_tokens": [ + -2.0177981853485107 + ], + "logprob_reward": -0.14279818534851074, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279818534851074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14500382542610168, + 0.05397024378180504, + 0.038520947098731995, + 0.026866639032959938, + 0.18854400515556335, + 0.17777378857135773, + 0.08453438431024551, + 0.11851918697357178, + 0.04395535588264465, + 0.12231165170669556 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.14279818534851074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34864428639411926 + ], + "opposite_logprob_tokens": [ + -1.2236442565917969 + ], + "logprob_reward": -0.34864428639411926, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34864428639411926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18797115981578827, + 0.07440648227930069, + 0.06383415311574936, + 0.032022710889577866, + 0.21424105763435364, + 0.20559771358966827, + 0.04520762711763382, + 0.0601852610707283, + 0.041304197162389755, + 0.07522961497306824 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.34864428639411926 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a wrinkled elderly man with sparse, graying hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man's face illuminated by soft golden sidelight from the evening sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man's mouth tremble and then slowly open while his shoulders slump?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a puff of white mist visible as the man sighs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of completely blurred outlines of fields?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636845551431179 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636845551431179, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636845551431179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25765737891197205, + 0.053904466331005096, + 0.040719494223594666, + 0.01974473148584366, + 0.14786379039287567, + 0.11591200530529022, + 0.082128144800663, + 0.0664236769080162, + 0.050205983221530914, + 0.16544035077095032 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.004636845551431179 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_12/index_tensor([642, 642])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_12/index_tensor([642, 642])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bb484d5124c75a5e2b7d447408b2005a9ed05cfc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_12/index_tensor([642, 642])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly rotating, orbiting medium shot brings us into the core control area of a futuristic drone racing arena. Clad in explosive competitive cinematography, it focuses on two competitors battling side by side. The female competitor on the left, sporting a sleek, dark purple ponytail, wears immersive FPV (first-person view) goggles that half-cover her face, their lenses reflecting a dazzling stream of data. She wears a tight, black, high-tech racing suit with a neon blue circuit pattern. She leans forward slightly, her hands steady and decisive as she grips a complex multi-stick drone controller, her thumbs fine-tuning the joysticks with a speed barely tangible to the naked eye. Beside her, her male teammate, with slightly damp short black hair and a furrowed brow, is absorbed in analyzing a translucent holographic data screen floating before them. His fingers swiftly and deftly swipe and tap across the illuminated interface, adjusting performance parameters and flight path diagrams in real time. Behind them, on the huge circular track structure, other drones turned into blurred colorful light bands and flew by at high speed. The whole scene was illuminated by the cool light emitted by their equipment and the neon lights of the track, casting dynamic light and shadow on their focused faces, creating a tacit cooperation and highly tense competitive atmosphere in the high-speed confrontation.", + "seed": 16433, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_12/index_642_seed_16433_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01597590381279588, + "vlm_logprob": -0.01597590381279588, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.01597590381279588, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027161763980984688 + ], + "opposite_logprob_tokens": [ + -3.6521618366241455 + ], + "logprob_reward": -0.027161763980984688, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027161763980984688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13257724046707153, + 0.12719307839870453, + 0.10332708060741425, + 0.049020007252693176, + 0.058206915855407715, + 0.21694235503673553, + 0.1346408724784851, + 0.06421709060668945, + 0.04951123893260956, + 0.06436414271593094 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.027161763980984688 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201059006154537 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014201059006154537, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201059006154537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12430383265018463, + 0.19182482361793518, + 0.07144097983837128, + 0.09479328244924545, + 0.0914447084069252, + 0.12117171287536621, + 0.10329773277044296, + 0.0605572946369648, + 0.06578567624092102, + 0.07537996023893356 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.014201059006154537 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979704923927784 + ], + "opposite_logprob_tokens": [ + -3.529797077178955 + ], + "logprob_reward": -0.02979704923927784, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979704923927784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08792377263307571, + 0.0614829882979393, + 0.11096043884754181, + 0.09018460661172867, + 0.07657105475664139, + 0.16802188754081726, + 0.04187791049480438, + 0.04088328778743744, + 0.1269313246011734, + 0.1951627880334854 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.02979704923927784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004088852554559708 + ], + "opposite_logprob_tokens": [ + -5.504088878631592 + ], + "logprob_reward": -0.004088852554559708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004088852554559708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20672188699245453, + 0.08808479458093643, + 0.1937911957502365, + 0.04500504210591316, + 0.0825933888554573, + 0.06778819113969803, + 0.07138892263174057, + 0.05443795025348663, + 0.13817539811134338, + 0.05201323702931404 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.004088852554559708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004630794283002615 + ], + "opposite_logprob_tokens": [ + -5.3796305656433105 + ], + "logprob_reward": -0.004630794283002615, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004630794283002615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12996326386928558, + 0.09693443775177002, + 0.11695874482393265, + 0.056776586920022964, + 0.12162189930677414, + 0.12312518805265427, + 0.11147239059209824, + 0.04086782783269882, + 0.10215849429368973, + 0.1001211553812027 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.004630794283002615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly rotating, orbiting medium shot brings us into the core control area of a futuristic drone racing arena. Clad in explosive competitive cinematography, it focuses on two competitors battling side by side. The female competitor on the left, sporting a sleek, dark purple ponytail, wears immersive FPV (first-person view) goggles that half-cover her face, their lenses reflecting a dazzling stream of data. She wears a tight, black, high-tech racing suit with a neon blue circuit pattern. She leans forward slightly, her hands steady and decisive as she grips a complex multi-stick drone controller, her thumbs fine-tuning the joysticks with a speed barely tangible to the naked eye. Beside her, her male teammate, with slightly damp short black hair and a furrowed brow, is absorbed in analyzing a translucent holographic data screen floating before them. His fingers swiftly and deftly swipe and tap across the illuminated interface, adjusting performance parameters and flight path diagrams in real time. Behind them, on the huge circular track structure, other drones turned into blurred colorful light bands and flew by at high speed. The whole scene was illuminated by the cool light emitted by their equipment and the neon lights of the track, casting dynamic light and shadow on their focused faces, creating a tacit cooperation and highly tense competitive atmosphere in the high-speed confrontation.", + "seed": 16434, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_12/index_642_seed_16434_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013203219696879386, + "vlm_logprob": -0.013203219696879386, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.013203219696879386, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01853737235069275 + ], + "opposite_logprob_tokens": [ + -4.018537521362305 + ], + "logprob_reward": -0.01853737235069275, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01853737235069275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16558220982551575, + 0.1805044412612915, + 0.14261524379253387, + 0.07454656064510345, + 0.03532448410987854, + 0.05099298804998398, + 0.175250843167305, + 0.0342627689242363, + 0.0774305909872055, + 0.0634898692369461 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.01853737235069275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607998088002205 + ], + "opposite_logprob_tokens": [ + -4.141079902648926 + ], + "logprob_reward": -0.01607998088002205, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607998088002205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13188119232654572, + 0.12588560581207275, + 0.14442506432533264, + 0.24703256785869598, + 0.04382820054888725, + 0.037449926137924194, + 0.04292452335357666, + 0.05250438302755356, + 0.11619705706834793, + 0.05787151679396629 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.01607998088002205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058931440114975 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058931440114975, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058931440114975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14259585738182068, + 0.12663568556308746, + 0.05367167294025421, + 0.28222784399986267, + 0.039877478033304214, + 0.15267451107501984, + 0.07472996413707733, + 0.03436204791069031, + 0.023097679018974304, + 0.07012719660997391 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.02058931440114975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031880526803433895 + ], + "opposite_logprob_tokens": [ + -5.753188133239746 + ], + "logprob_reward": -0.0031880526803433895, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031880526803433895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16333717107772827, + 0.06445898860692978, + 0.07413827627897263, + 0.1638728380203247, + 0.04660091549158096, + 0.04842207208275795, + 0.1665632426738739, + 0.10408291965723038, + 0.04281271621584892, + 0.12571091949939728 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.0031880526803433895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621378172188997 + ], + "opposite_logprob_tokens": [ + -4.8826212882995605 + ], + "logprob_reward": -0.007621378172188997, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621378172188997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10547152906656265, + 0.14357879757881165, + 0.11995631456375122, + 0.17306357622146606, + 0.1265285760164261, + 0.05390847474336624, + 0.04668624326586723, + 0.05883786827325821, + 0.09390576183795929, + 0.07806283235549927 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.007621378172188997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly rotating, orbiting medium shot brings us into the core control area of a futuristic drone racing arena. Clad in explosive competitive cinematography, it focuses on two competitors battling side by side. The female competitor on the left, sporting a sleek, dark purple ponytail, wears immersive FPV (first-person view) goggles that half-cover her face, their lenses reflecting a dazzling stream of data. She wears a tight, black, high-tech racing suit with a neon blue circuit pattern. She leans forward slightly, her hands steady and decisive as she grips a complex multi-stick drone controller, her thumbs fine-tuning the joysticks with a speed barely tangible to the naked eye. Beside her, her male teammate, with slightly damp short black hair and a furrowed brow, is absorbed in analyzing a translucent holographic data screen floating before them. His fingers swiftly and deftly swipe and tap across the illuminated interface, adjusting performance parameters and flight path diagrams in real time. Behind them, on the huge circular track structure, other drones turned into blurred colorful light bands and flew by at high speed. The whole scene was illuminated by the cool light emitted by their equipment and the neon lights of the track, casting dynamic light and shadow on their focused faces, creating a tacit cooperation and highly tense competitive atmosphere in the high-speed confrontation.", + "seed": 16435, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_12/index_642_seed_16435_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01298304544761777, + "vlm_logprob": -0.01298304544761777, + "vlm_yes_no_margin": 4.5749999523162845, + "vlm_token_credit": -0.01298304544761777, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0197011586278677 + ], + "opposite_logprob_tokens": [ + -4.01970100402832 + ], + "logprob_reward": -0.0197011586278677, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0197011586278677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17217807471752167, + 0.052192095667123795, + 0.05239982530474663, + 0.12148523330688477, + 0.17598268389701843, + 0.10575749725103378, + 0.15449082851409912, + 0.04009943827986717, + 0.06435039639472961, + 0.06106386333703995 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0197011586278677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202234335243702 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014202234335243702, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202234335243702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14057548344135284, + 0.1462886780500412, + 0.09680727869272232, + 0.1023564487695694, + 0.18098551034927368, + 0.08372591435909271, + 0.04083801433444023, + 0.07581547647714615, + 0.04855642840266228, + 0.0840507373213768 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.014202234335243702 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579038187861443 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579038187861443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579038187861443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16502784192562103, + 0.10093800723552704, + 0.040085989981889725, + 0.27419722080230713, + 0.1099170371890068, + 0.07453358918428421, + 0.05703245475888252, + 0.02685096114873886, + 0.05594158545136452, + 0.09547526389360428 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.020579038187861443 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028130742721259594 + ], + "opposite_logprob_tokens": [ + -5.87781286239624 + ], + "logprob_reward": -0.0028130742721259594, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028130742721259594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.211042582988739, + 0.04826035350561142, + 0.03596498817205429, + 0.060632117092609406, + 0.0940437912940979, + 0.07162175327539444, + 0.17648905515670776, + 0.07382871210575104, + 0.037310291081666946, + 0.19080635905265808 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0028130742721259594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007619721814990044 + ], + "opposite_logprob_tokens": [ + -4.882619857788086 + ], + "logprob_reward": -0.007619721814990044, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007619721814990044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13021762669086456, + 0.046093136072158813, + 0.025855591520667076, + 0.04652790725231171, + 0.06661569327116013, + 0.02870352566242218, + 0.08524343371391296, + 0.06280308961868286, + 0.08102856576442719, + 0.4269114136695862 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.007619721814990044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly rotating, orbiting medium shot brings us into the core control area of a futuristic drone racing arena. Clad in explosive competitive cinematography, it focuses on two competitors battling side by side. The female competitor on the left, sporting a sleek, dark purple ponytail, wears immersive FPV (first-person view) goggles that half-cover her face, their lenses reflecting a dazzling stream of data. She wears a tight, black, high-tech racing suit with a neon blue circuit pattern. She leans forward slightly, her hands steady and decisive as she grips a complex multi-stick drone controller, her thumbs fine-tuning the joysticks with a speed barely tangible to the naked eye. Beside her, her male teammate, with slightly damp short black hair and a furrowed brow, is absorbed in analyzing a translucent holographic data screen floating before them. His fingers swiftly and deftly swipe and tap across the illuminated interface, adjusting performance parameters and flight path diagrams in real time. Behind them, on the huge circular track structure, other drones turned into blurred colorful light bands and flew by at high speed. The whole scene was illuminated by the cool light emitted by their equipment and the neon lights of the track, casting dynamic light and shadow on their focused faces, creating a tacit cooperation and highly tense competitive atmosphere in the high-speed confrontation.", + "seed": 16436, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_12/index_642_seed_16436_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00911220172420144, + "vlm_logprob": -0.00911220172420144, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.00911220172420144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01657126285135746 + ], + "opposite_logprob_tokens": [ + -4.141571044921875 + ], + "logprob_reward": -0.01657126285135746, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01657126285135746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17389383912086487, + 0.05447431281208992, + 0.04754486307501793, + 0.03771432489156723, + 0.029680421575903893, + 0.055295221507549286, + 0.03224227949976921, + 0.07045433670282364, + 0.404264360666275, + 0.09443604201078415 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.01657126285135746 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864465907216072 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.00864465907216072, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864465907216072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09554427862167358, + 0.21916843950748444, + 0.035831909626722336, + 0.11076387763023376, + 0.050282128155231476, + 0.04468941316008568, + 0.03763773292303085, + 0.06571357697248459, + 0.2528035342693329, + 0.08756504207849503 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.00864465907216072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627411279827356 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627411279827356, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627411279827356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045082010328769684, + 0.04518130049109459, + 0.04261542111635208, + 0.09752455353736877, + 0.02745029143989086, + 0.09241099655628204, + 0.03532388061285019, + 0.0501074343919754, + 0.4403001666069031, + 0.12400390207767487 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.007627411279827356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089090041816235 + ], + "opposite_logprob_tokens": [ + -5.504088878631592 + ], + "logprob_reward": -0.004089090041816235, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089090041816235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12452857196331024, + 0.09681885689496994, + 0.06598571687936783, + 0.09261541813611984, + 0.027924325317144394, + 0.10781954228878021, + 0.07626145333051682, + 0.060445986688137054, + 0.24757753312587738, + 0.10002262890338898 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.004089090041816235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot featuring two competitors side by side in a futuristic drone racing arena?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the female competitor on the left wearing a tight black high-tech racing suit with a neon blue circuit pattern and sporting a dark purple ponytail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the male competitor on the right wearing a suit, has short black hair, and is interacting with a translucent holographic data screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are blurred colorful light bands visible in the background representing drones flying at high speed on a huge circular track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by cool equipment light and neon track lights casting dynamic shadows on the competitors' faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008628585375845432 + ], + "opposite_logprob_tokens": [ + -4.7586283683776855 + ], + "logprob_reward": -0.008628585375845432, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008628585375845432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09847831726074219, + 0.07879684865474701, + 0.03623805567622185, + 0.06871705502271652, + 0.08013295382261276, + 0.10874678194522858, + 0.05366136506199837, + 0.04559316113591194, + 0.3285992443561554, + 0.1010361760854721 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.008628585375845432 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_13/index_tensor([989, 989])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_13/index_tensor([989, 989])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8ec1dd155566f94a793ade443a20c0eb660d7858 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_13/index_tensor([989, 989])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "camera lens, held at eye level, slowly pans forward through a dreamy forest scene bathed in a warm, ethereal glow. In the background, a soft golden light pulses rhythmically, illuminating lazy white smoke drifting across a soft-focus backdrop of ancient trees. As the camera draws closer, a delightful group of small animals gathers on a patch of lush green moss. A fluffy white bunny with twitching pink ears, a ginger kitten with bright green eyes, and a fluffy yellow chick, all lost in pure joy. In a captivatingly out-of-sync rhythm, they begin to shake their bodies; the bunny vigorously exhales a fine spray of dew from its fur, the kitten playfully wiggles from head to tail, and the chick adorably fluffs its feathers in a rapid, quivering throb. The magical golden light catches the edges of their soft fur and down, creating a gentle halo effect that casts long, soft shadows and creates a deeply serene and warm atmosphere of pure, innocent magic.", + "seed": 9322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_13/index_989_seed_9322_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19543301556259393, + "vlm_logprob": -0.19543301556259393, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.19543301556259393, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7614690065383911 + ], + "opposite_logprob_tokens": [ + -0.6364690065383911 + ], + "logprob_reward": -0.7614690065383911, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7614690065383911, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11961852014064789, + 0.3057484030723572, + 0.05925050005316734, + 0.03790656849741936, + 0.0998140498995781, + 0.10014389455318451, + 0.040546964854002, + 0.13567139208316803, + 0.04827770218253136, + 0.053022000938653946 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.7614690065383911 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991803586483002 + ], + "opposite_logprob_tokens": [ + -1.8049180507659912 + ], + "logprob_reward": -0.17991803586483002, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991803586483002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08256777375936508, + 0.48288050293922424, + 0.033885158598423004, + 0.10206661373376846, + 0.0450948104262352, + 0.01835290901362896, + 0.018490958958864212, + 0.1436726450920105, + 0.02651197277009487, + 0.04647667333483696 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.17991803586483002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00034957972820848227 + ], + "opposite_logprob_tokens": [ + -8.000349998474121 + ], + "logprob_reward": -0.00034957972820848227, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.00034957972820848227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07994731515645981, + 0.3848400115966797, + 0.056677863001823425, + 0.05248734727501869, + 0.09046894311904907, + 0.09135764837265015, + 0.03395543619990349, + 0.06829732656478882, + 0.09248954802751541, + 0.04947851970791817 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.00034957972820848227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371700271964073 + ], + "opposite_logprob_tokens": [ + -3.408716917037964 + ], + "logprob_reward": -0.03371700271964073, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371700271964073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1239379346370697, + 0.16167354583740234, + 0.06632202863693237, + 0.08260656148195267, + 0.10083790123462677, + 0.0801553875207901, + 0.14259861409664154, + 0.12584513425827026, + 0.06566138565540314, + 0.0503615066409111 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.03371700271964073 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017114529618993402 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017114529618993402, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017114529618993402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2869497537612915, + 0.0937083512544632, + 0.0550692081451416, + 0.037068720906972885, + 0.14346806704998016, + 0.10671515017747879, + 0.037256598472595215, + 0.13678215444087982, + 0.031720489263534546, + 0.0712614431977272 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.0017114529618993402 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera lens, held at eye level, slowly pans forward through a dreamy forest scene bathed in a warm, ethereal glow. In the background, a soft golden light pulses rhythmically, illuminating lazy white smoke drifting across a soft-focus backdrop of ancient trees. As the camera draws closer, a delightful group of small animals gathers on a patch of lush green moss. A fluffy white bunny with twitching pink ears, a ginger kitten with bright green eyes, and a fluffy yellow chick, all lost in pure joy. In a captivatingly out-of-sync rhythm, they begin to shake their bodies; the bunny vigorously exhales a fine spray of dew from its fur, the kitten playfully wiggles from head to tail, and the chick adorably fluffs its feathers in a rapid, quivering throb. The magical golden light catches the edges of their soft fur and down, creating a gentle halo effect that casts long, soft shadows and creates a deeply serene and warm atmosphere of pure, innocent magic.", + "seed": 9323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_13/index_989_seed_9323_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4989929053001106, + "vlm_logprob": -0.4989929053001106, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.4989929053001106, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7610071897506714 + ], + "opposite_logprob_tokens": [ + -0.6360071897506714 + ], + "logprob_reward": -0.7610071897506714, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7610071897506714, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1551472693681717, + 0.08666833490133286, + 0.07856406271457672, + 0.08672919869422913, + 0.08899708837270737, + 0.04805772379040718, + 0.06737814098596573, + 0.23829905688762665, + 0.09750279039144516, + 0.052656374871730804 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.7610071897506714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015647888183594 + ], + "opposite_logprob_tokens": [ + -0.20156477391719818 + ], + "logprob_reward": -1.7015647888183594, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015647888183594, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31712910532951355, + 0.15228259563446045, + 0.03898153081536293, + 0.13730736076831818, + 0.06425172835588455, + 0.019229989498853683, + 0.10712282359600067, + 0.049844492226839066, + 0.05626976117491722, + 0.05758059024810791 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -1.7015647888183594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001965973060578108 + ], + "opposite_logprob_tokens": [ + -6.2519659996032715 + ], + "logprob_reward": -0.001965973060578108, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001965973060578108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26340705156326294, + 0.1427176594734192, + 0.024225030094385147, + 0.19169305264949799, + 0.05702006816864014, + 0.016673004254698753, + 0.11202242225408554, + 0.06303725391626358, + 0.05269153043627739, + 0.07651294767856598 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.001965973060578108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02063111960887909 + ], + "opposite_logprob_tokens": [ + -3.8956310749053955 + ], + "logprob_reward": -0.02063111960887909, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02063111960887909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17949971556663513, + 0.08625250309705734, + 0.1322917491197586, + 0.14304259419441223, + 0.08570849150419235, + 0.05154449865221977, + 0.049455031752586365, + 0.056335244327783585, + 0.17096693813800812, + 0.044903311878442764 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.02063111960887909 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795455262064934 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795455262064934, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795455262064934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22215953469276428, + 0.15054407715797424, + 0.04297402501106262, + 0.14898993074893951, + 0.06610970944166183, + 0.021761897951364517, + 0.11877875030040741, + 0.09672540426254272, + 0.09069894254207611, + 0.04125769063830376 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.009795455262064934 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera lens, held at eye level, slowly pans forward through a dreamy forest scene bathed in a warm, ethereal glow. In the background, a soft golden light pulses rhythmically, illuminating lazy white smoke drifting across a soft-focus backdrop of ancient trees. As the camera draws closer, a delightful group of small animals gathers on a patch of lush green moss. A fluffy white bunny with twitching pink ears, a ginger kitten with bright green eyes, and a fluffy yellow chick, all lost in pure joy. In a captivatingly out-of-sync rhythm, they begin to shake their bodies; the bunny vigorously exhales a fine spray of dew from its fur, the kitten playfully wiggles from head to tail, and the chick adorably fluffs its feathers in a rapid, quivering throb. The magical golden light catches the edges of their soft fur and down, creating a gentle halo effect that casts long, soft shadows and creates a deeply serene and warm atmosphere of pure, innocent magic.", + "seed": 9324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_13/index_989_seed_9324_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0948564661492128, + "vlm_logprob": -0.0948564661492128, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.0948564661492128, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.285826176404953 + ], + "opposite_logprob_tokens": [ + -1.4108262062072754 + ], + "logprob_reward": -0.285826176404953, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.285826176404953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17644792795181274, + 0.09997240453958511, + 0.06085849925875664, + 0.11366181820631027, + 0.09184730052947998, + 0.09428590536117554, + 0.09349638223648071, + 0.07465352863073349, + 0.08699365705251694, + 0.10778267681598663 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.285826176404953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037297248840332 + ], + "opposite_logprob_tokens": [ + -1.9103729724884033 + ], + "logprob_reward": -0.16037297248840332, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037297248840332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29383647441864014, + 0.10666640847921371, + 0.04135502502322197, + 0.10401957482099533, + 0.04782941937446594, + 0.022670593112707138, + 0.15545374155044556, + 0.12262918055057526, + 0.043114401400089264, + 0.06242518872022629 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.16037297248840332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00038985759601928294 + ], + "opposite_logprob_tokens": [ + -7.87539005279541 + ], + "logprob_reward": -0.00038985759601928294, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.00038985759601928294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17254894971847534, + 0.08626461774110794, + 0.14541730284690857, + 0.07448891550302505, + 0.08253899216651917, + 0.03442314639687538, + 0.15886011719703674, + 0.09371384978294373, + 0.06310100853443146, + 0.08864307403564453 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.00038985759601928294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359546929597855 + ], + "opposite_logprob_tokens": [ + -3.6513595581054688 + ], + "logprob_reward": -0.026359546929597855, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359546929597855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1241454929113388, + 0.060109496116638184, + 0.05003298819065094, + 0.15824799239635468, + 0.207713320851326, + 0.08499767631292343, + 0.07671135663986206, + 0.050275422632694244, + 0.0968700721859932, + 0.09089622646570206 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.026359546929597855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013337773270905018 + ], + "opposite_logprob_tokens": [ + -6.626333713531494 + ], + "logprob_reward": -0.0013337773270905018, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013337773270905018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17091746628284454, + 0.14022386074066162, + 0.10772686451673508, + 0.061967119574546814, + 0.09761515259742737, + 0.06830581277608871, + 0.07225025445222855, + 0.058920200914144516, + 0.07865932583808899, + 0.1434139609336853 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0013337773270905018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "camera lens, held at eye level, slowly pans forward through a dreamy forest scene bathed in a warm, ethereal glow. In the background, a soft golden light pulses rhythmically, illuminating lazy white smoke drifting across a soft-focus backdrop of ancient trees. As the camera draws closer, a delightful group of small animals gathers on a patch of lush green moss. A fluffy white bunny with twitching pink ears, a ginger kitten with bright green eyes, and a fluffy yellow chick, all lost in pure joy. In a captivatingly out-of-sync rhythm, they begin to shake their bodies; the bunny vigorously exhales a fine spray of dew from its fur, the kitten playfully wiggles from head to tail, and the chick adorably fluffs its feathers in a rapid, quivering throb. The magical golden light catches the edges of their soft fur and down, creating a gentle halo effect that casts long, soft shadows and creates a deeply serene and warm atmosphere of pure, innocent magic.", + "seed": 9325, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_13/index_989_seed_9325_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2029502584366128, + "vlm_logprob": -0.2029502584366128, + "vlm_yes_no_margin": 3.799999988079071, + "vlm_token_credit": -0.2029502584366128, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6369842290878296 + ], + "opposite_logprob_tokens": [ + -0.7619842290878296 + ], + "logprob_reward": -0.6369842290878296, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6369842290878296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17716282606124878, + 0.1384902000427246, + 0.057569470256567, + 0.15608736872673035, + 0.10941273719072342, + 0.07401396334171295, + 0.11270364373922348, + 0.06588771194219589, + 0.029805196449160576, + 0.07886691391468048 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.6369842290878296 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486693501472473 + ], + "opposite_logprob_tokens": [ + -1.2236692905426025 + ], + "logprob_reward": -0.3486693501472473, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486693501472473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31732019782066345, + 0.22468851506710052, + 0.04529837891459465, + 0.07531573623418808, + 0.06203991547226906, + 0.031046759337186813, + 0.05031980201601982, + 0.11508914083242416, + 0.029561005532741547, + 0.04932048171758652 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.3486693501472473 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0002445875434204936 + ], + "opposite_logprob_tokens": [ + -8.375244140625 + ], + "logprob_reward": -0.0002445875434204936, + "yes_no_margin_reward": 8.375, + "token_credit_reward": -0.0002445875434204936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3034215569496155, + 0.1420947015285492, + 0.05595691502094269, + 0.04989747703075409, + 0.1516963243484497, + 0.05465713515877724, + 0.06198197975754738, + 0.07246602326631546, + 0.05894001945853233, + 0.048887867480516434 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0002445875434204936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365701109170914 + ], + "opposite_logprob_tokens": [ + -3.6513657569885254 + ], + "logprob_reward": -0.026365701109170914, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365701109170914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31541070342063904, + 0.1112975999712944, + 0.06600219011306763, + 0.0675298422574997, + 0.03978237882256508, + 0.045049529522657394, + 0.06742274016141891, + 0.16229569911956787, + 0.044804759323596954, + 0.08040454983711243 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.026365701109170914 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera slowly pan forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a forest with ancient trees and lush green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are a fluffy white bunny, a ginger kitten, and a fluffy yellow chick visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the animals perform specific actions: the bunny exhaling dew, the kitten wiggling, and the chick fluffing its feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft golden light creating a halo effect on the animals' fur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024874242953956127 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.0024874242953956127, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024874242953956127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5923383831977844, + 0.09832915663719177, + 0.024040883406996727, + 0.03653665632009506, + 0.0463859960436821, + 0.05709505081176758, + 0.04298190772533417, + 0.06250817328691483, + 0.023231936618685722, + 0.016551893204450607 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0024874242953956127 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_14/index_tensor([576, 576])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_14/index_tensor([576, 576])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..101dba2c3a0ac6c220711fdb1ba8bfd58587662e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_14/index_tensor([576, 576])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot glides smoothly above the ground, keeping pace with a lone skateboarder as they expertly navigate the vast, cavernous spaces of a dimly lit underground garage. The camera remains close to the subject, emphasizing their speed and skill. The skateboarder is a focused figure, dressed in a loose-fitting, dark gray hoodie with the hood pulled up, obscuring their features in shadow, and baggy black overalls. They maintain a low, balanced stance on their skateboard, with its visibly worn wooden deck and vibrant orange wheels, providing a striking pop of color in the quiet surroundings. With fluid precision, they carve a winding path between massive, rough-hewn concrete pillars that recede into the deep, shadowy background. The action is a seamless flow; they lean deeply, their bodies almost parallel to the ground, then effortlessly shift their weight to navigate around the next obstacle. The only sound is the consistent, hypnotic hum of polyurethane wheels rolling across the smooth, polished concrete floor, which is stained with light oil stains and faded yellow parking lines. The sparse, cool white light from flickering fluorescent tubes overhead illuminates the scene, casting long, dancing shadows that stretch and twist with the skateboarders’ movements, creating a stark, high-contrast visual palette and an atmosphere of solitary, focused freedom.", + "seed": 9611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_14/index_576_seed_9611_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08056436409242451, + "vlm_logprob": -0.08056436409242451, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.08056436409242451, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03304990381002426 + ], + "opposite_logprob_tokens": [ + -3.9080498218536377 + ], + "logprob_reward": -0.03304990381002426, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.03304990381002426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020234521478414536, + 0.012765184044837952, + 0.013959911651909351, + 0.6134669184684753, + 0.22375954687595367, + 0.023400356993079185, + 0.01204198133200407, + 0.01792779564857483, + 0.012622877955436707, + 0.049820903688669205 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.03304990381002426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029813595116138458 + ], + "opposite_logprob_tokens": [ + -3.529813528060913 + ], + "logprob_reward": -0.029813595116138458, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029813595116138458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1578543335199356, + 0.039856258779764175, + 0.06767287105321884, + 0.3066840171813965, + 0.12354426831007004, + 0.07466710358858109, + 0.04933995380997658, + 0.08881454914808273, + 0.04706592112779617, + 0.044500697404146194 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.029813595116138458 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31347933411598206 + ], + "opposite_logprob_tokens": [ + -1.3134793043136597 + ], + "logprob_reward": -0.31347933411598206, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31347933411598206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030683228746056557, + 0.03101697750389576, + 0.06429225206375122, + 0.5391039252281189, + 0.19080495834350586, + 0.03464805707335472, + 0.02366703934967518, + 0.023793702945113182, + 0.028918899595737457, + 0.03307094797492027 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.31347933411598206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191380063071847 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.003191380063071847, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191380063071847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017189715057611465, + 0.03056163154542446, + 0.029468439519405365, + 0.41815125942230225, + 0.11495191603899002, + 0.013241507112979889, + 0.022599035874009132, + 0.04273210093379021, + 0.03968503698706627, + 0.27141931653022766 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.003191380063071847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287607356905937 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287607356905937, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287607356905937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035921819508075714, + 0.021952327340841293, + 0.03750412538647652, + 0.47801077365875244, + 0.06651610136032104, + 0.059677112847566605, + 0.02489064447581768, + 0.0683487206697464, + 0.03187212720513344, + 0.17530621588230133 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.023287607356905937 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot glides smoothly above the ground, keeping pace with a lone skateboarder as they expertly navigate the vast, cavernous spaces of a dimly lit underground garage. The camera remains close to the subject, emphasizing their speed and skill. The skateboarder is a focused figure, dressed in a loose-fitting, dark gray hoodie with the hood pulled up, obscuring their features in shadow, and baggy black overalls. They maintain a low, balanced stance on their skateboard, with its visibly worn wooden deck and vibrant orange wheels, providing a striking pop of color in the quiet surroundings. With fluid precision, they carve a winding path between massive, rough-hewn concrete pillars that recede into the deep, shadowy background. The action is a seamless flow; they lean deeply, their bodies almost parallel to the ground, then effortlessly shift their weight to navigate around the next obstacle. The only sound is the consistent, hypnotic hum of polyurethane wheels rolling across the smooth, polished concrete floor, which is stained with light oil stains and faded yellow parking lines. The sparse, cool white light from flickering fluorescent tubes overhead illuminates the scene, casting long, dancing shadows that stretch and twist with the skateboarders’ movements, creating a stark, high-contrast visual palette and an atmosphere of solitary, focused freedom.", + "seed": 9612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_14/index_576_seed_9612_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11727660782635212, + "vlm_logprob": -0.11727660782635212, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.11727660782635212, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05003649741411209 + ], + "opposite_logprob_tokens": [ + -3.5500364303588867 + ], + "logprob_reward": -0.05003649741411209, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.05003649741411209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11851141601800919, + 0.07063386589288712, + 0.15657953917980194, + 0.055819012224674225, + 0.31515079736709595, + 0.08844994008541107, + 0.04399589076638222, + 0.049766961485147476, + 0.02710883691906929, + 0.07398366928100586 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.05003649741411209 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900376617908478 + ], + "opposite_logprob_tokens": [ + -2.5790038108825684 + ], + "logprob_reward": -0.07900376617908478, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900376617908478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16751764714717865, + 0.21534477174282074, + 0.20908212661743164, + 0.05594002082943916, + 0.06242221221327782, + 0.03210250288248062, + 0.023102663457393646, + 0.09634016454219818, + 0.05318407714366913, + 0.0849638357758522 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.07900376617908478 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42895135283470154 + ], + "opposite_logprob_tokens": [ + -1.053951382637024 + ], + "logprob_reward": -0.42895135283470154, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42895135283470154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18164217472076416, + 0.1686013787984848, + 0.05252944305539131, + 0.05240127071738243, + 0.08403266221284866, + 0.037291742861270905, + 0.052060872316360474, + 0.09544141590595245, + 0.07329493016004562, + 0.20270416140556335 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.42895135283470154 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197062700986862 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014197062700986862, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197062700986862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18744949996471405, + 0.09989454597234726, + 0.18206453323364258, + 0.06486103683710098, + 0.033767521381378174, + 0.05669327825307846, + 0.04146556183695793, + 0.2391004115343094, + 0.03971559926867485, + 0.054988060146570206 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.014197062700986862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194360002875328 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194360002875328, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194360002875328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1548464000225067, + 0.059958431869745255, + 0.03814905136823654, + 0.05797098949551582, + 0.05631162226200104, + 0.29854220151901245, + 0.04498044401407242, + 0.18305572867393494, + 0.035093121230602264, + 0.07109201699495316 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.014194360002875328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot glides smoothly above the ground, keeping pace with a lone skateboarder as they expertly navigate the vast, cavernous spaces of a dimly lit underground garage. The camera remains close to the subject, emphasizing their speed and skill. The skateboarder is a focused figure, dressed in a loose-fitting, dark gray hoodie with the hood pulled up, obscuring their features in shadow, and baggy black overalls. They maintain a low, balanced stance on their skateboard, with its visibly worn wooden deck and vibrant orange wheels, providing a striking pop of color in the quiet surroundings. With fluid precision, they carve a winding path between massive, rough-hewn concrete pillars that recede into the deep, shadowy background. The action is a seamless flow; they lean deeply, their bodies almost parallel to the ground, then effortlessly shift their weight to navigate around the next obstacle. The only sound is the consistent, hypnotic hum of polyurethane wheels rolling across the smooth, polished concrete floor, which is stained with light oil stains and faded yellow parking lines. The sparse, cool white light from flickering fluorescent tubes overhead illuminates the scene, casting long, dancing shadows that stretch and twist with the skateboarders’ movements, creating a stark, high-contrast visual palette and an atmosphere of solitary, focused freedom.", + "seed": 9613, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_14/index_576_seed_9613_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07609406784176827, + "vlm_logprob": -0.07609406784176827, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.07609406784176827, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0346498042345047 + ], + "opposite_logprob_tokens": [ + -3.9096498489379883 + ], + "logprob_reward": -0.0346498042345047, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0346498042345047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1887088418006897, + 0.0889081209897995, + 0.1416091024875641, + 0.16497556865215302, + 0.05757257342338562, + 0.09240692108869553, + 0.11045125871896744, + 0.04597388207912445, + 0.03661161661148071, + 0.07278209179639816 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0346498042345047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371262177824974 + ], + "opposite_logprob_tokens": [ + -3.40871262550354 + ], + "logprob_reward": -0.03371262177824974, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371262177824974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18077205121517181, + 0.062065836042165756, + 0.11432971060276031, + 0.19334007799625397, + 0.054737310856580734, + 0.11427488923072815, + 0.06657536327838898, + 0.03483554348349571, + 0.03981458395719528, + 0.139254629611969 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.03371262177824974 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28137901425361633 + ], + "opposite_logprob_tokens": [ + -1.406378984451294 + ], + "logprob_reward": -0.28137901425361633, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28137901425361633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15590491890907288, + 0.05484817922115326, + 0.15894176065921783, + 0.2243000566959381, + 0.07890944927930832, + 0.07170788943767548, + 0.06342826783657074, + 0.06581994146108627, + 0.0653938353061676, + 0.06074570491909981 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.28137901425361633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542063370347023 + ], + "opposite_logprob_tokens": [ + -4.387542247772217 + ], + "logprob_reward": -0.012542063370347023, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542063370347023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05806063860654831, + 0.08514507114887238, + 0.036680229008197784, + 0.3560220003128052, + 0.03393114358186722, + 0.052412763237953186, + 0.043228767812252045, + 0.01975189708173275, + 0.039390530437231064, + 0.2753768861293793 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.012542063370347023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186835572123528 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.018186835572123528, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186835572123528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08348329365253448, + 0.04230772703886032, + 0.04544372856616974, + 0.11179275810718536, + 0.10872754454612732, + 0.055086251348257065, + 0.03260127827525139, + 0.024509986862540245, + 0.034528154879808426, + 0.4615192711353302 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.018186835572123528 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot glides smoothly above the ground, keeping pace with a lone skateboarder as they expertly navigate the vast, cavernous spaces of a dimly lit underground garage. The camera remains close to the subject, emphasizing their speed and skill. The skateboarder is a focused figure, dressed in a loose-fitting, dark gray hoodie with the hood pulled up, obscuring their features in shadow, and baggy black overalls. They maintain a low, balanced stance on their skateboard, with its visibly worn wooden deck and vibrant orange wheels, providing a striking pop of color in the quiet surroundings. With fluid precision, they carve a winding path between massive, rough-hewn concrete pillars that recede into the deep, shadowy background. The action is a seamless flow; they lean deeply, their bodies almost parallel to the ground, then effortlessly shift their weight to navigate around the next obstacle. The only sound is the consistent, hypnotic hum of polyurethane wheels rolling across the smooth, polished concrete floor, which is stained with light oil stains and faded yellow parking lines. The sparse, cool white light from flickering fluorescent tubes overhead illuminates the scene, casting long, dancing shadows that stretch and twist with the skateboarders’ movements, creating a stark, high-contrast visual palette and an atmosphere of solitary, focused freedom.", + "seed": 9614, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_14/index_576_seed_9614_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10694887936115265, + "vlm_logprob": -0.10694887936115265, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.10694887936115265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05389218032360077 + ], + "opposite_logprob_tokens": [ + -3.428892135620117 + ], + "logprob_reward": -0.05389218032360077, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.05389218032360077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10709194093942642, + 0.1428675502538681, + 0.11900997161865234, + 0.05181349441409111, + 0.08176383376121521, + 0.10257954895496368, + 0.08764906227588654, + 0.044303279370069504, + 0.08913938701152802, + 0.17378190159797668 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.05389218032360077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308623820543289 + ], + "opposite_logprob_tokens": [ + -3.168086290359497 + ], + "logprob_reward": -0.04308623820543289, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308623820543289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13470052182674408, + 0.10890177637338638, + 0.07069919258356094, + 0.217027485370636, + 0.0426095649600029, + 0.20898379385471344, + 0.04610500857234001, + 0.05724529176950455, + 0.04437820613384247, + 0.06934916228055954 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.04308623820543289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387127161026001 + ], + "opposite_logprob_tokens": [ + -1.137127161026001 + ], + "logprob_reward": -0.387127161026001, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.387127161026001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07312487065792084, + 0.16253507137298584, + 0.09116960316896439, + 0.10455513745546341, + 0.040085189044475555, + 0.12013020366430283, + 0.1090179830789566, + 0.1125783920288086, + 0.09198544919490814, + 0.094818115234375 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.387127161026001 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038100168108940125 + ], + "opposite_logprob_tokens": [ + -3.288100242614746 + ], + "logprob_reward": -0.038100168108940125, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038100168108940125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08851281553506851, + 0.22576944530010223, + 0.19875237345695496, + 0.03539552912116051, + 0.06224951520562172, + 0.04743730276823044, + 0.01872599683701992, + 0.030620504170656204, + 0.01978815719485283, + 0.27274835109710693 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.038100168108940125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly above the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skateboarder wearing a dark gray hoodie with the hood pulled up and baggy black overalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skateboard's deck visibly worn wood and its wheels vibrant orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a dimly lit underground garage with massive rough-hewn concrete pillars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the floor smooth polished concrete with light oil stains and faded yellow parking lines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538649141788483 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538649141788483, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538649141788483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06442373245954514, + 0.12694992125034332, + 0.07802252471446991, + 0.031942155212163925, + 0.2268044650554657, + 0.25367629528045654, + 0.030139701440930367, + 0.06244257465004921, + 0.04086793586611748, + 0.08473070710897446 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.012538649141788483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_15/index_tensor([3144, 3144])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_15/index_tensor([3144, 3144])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0cadff6535ebd1cc9546d9314609fa9fc2007d8c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_15/index_tensor([3144, 3144])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static, wide shot captures a vast circular room, rendered in a high-contrast, noir-style anime, its curved walls constructed of massive, dark-gray stone blocks. In the center, a massive, multi-tiered bookshelf, constructed of dark, aged wood and wire, rotates with a silent, relentless slowness. Its countless ancient tomes, bound in crumbling, shadowy leather, bear not titles but mysterious, cryptic symbols that glow with an ethereal blue light, pulsing faintly in the darkness. The room's sole source of light comes from a magical sphere of crackling white energy floating near the high, domed ceiling; its erratic flickering causes the entire scene to flicker violently, casting long, twisting, fiberglass-like shadows that wriggle and dance across the polished, cold stone floor. In the foreground, a solitary, cloaked figure stands motionless, their body completely concealed by the heavy, dark fabric, their head tilted upward, watching the celestial rotation, a silent observer lost in the heart of an ancient, shimmering mystery.", + "seed": 24316, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_15/index_3144_seed_24316_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04882137775421143, + "vlm_logprob": -0.04882137775421143, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.04882137775421143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06639249622821808 + ], + "opposite_logprob_tokens": [ + -3.066392421722412 + ], + "logprob_reward": -0.06639249622821808, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06639249622821808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31423765420913696, + 0.126294806599617, + 0.06931842118501663, + 0.06866569072008133, + 0.06393017619848251, + 0.12613606452941895, + 0.06099811568856239, + 0.024442071095108986, + 0.09162328392267227, + 0.054353706538677216 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.06639249622821808 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005393505096436 + ], + "opposite_logprob_tokens": [ + -2.695054054260254 + ], + "logprob_reward": -0.07005393505096436, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005393505096436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37186843156814575, + 0.2255021184682846, + 0.0750797912478447, + 0.03205346688628197, + 0.037553269416093826, + 0.03791811317205429, + 0.11452946811914444, + 0.015506329014897346, + 0.0628867894411087, + 0.02710229717195034 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.07005393505096436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635025978088379 + ], + "opposite_logprob_tokens": [ + -3.651350259780884 + ], + "logprob_reward": -0.02635025978088379, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635025978088379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1890668272972107, + 0.2887037396430969, + 0.09119454771280289, + 0.05692727118730545, + 0.042730968445539474, + 0.16973689198493958, + 0.04237580671906471, + 0.026476508006453514, + 0.05206485837697983, + 0.04072258621454239 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.02635025978088379 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346195489168167 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.026346195489168167, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346195489168167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1668970137834549, + 0.030623704195022583, + 0.09529385715723038, + 0.0622406005859375, + 0.11524980515241623, + 0.27991783618927, + 0.02859208546578884, + 0.029659640043973923, + 0.17756858468055725, + 0.013956868089735508 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.026346195489168167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496400222182274 + ], + "opposite_logprob_tokens": [ + -2.929964065551758 + ], + "logprob_reward": -0.05496400222182274, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496400222182274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2811456322669983, + 0.12115798890590668, + 0.09137147665023804, + 0.06551466137170792, + 0.07649166882038116, + 0.10350381582975388, + 0.096064493060112, + 0.02851543389260769, + 0.03885286673903465, + 0.09738189727067947 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.05496400222182274 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, wide shot captures a vast circular room, rendered in a high-contrast, noir-style anime, its curved walls constructed of massive, dark-gray stone blocks. In the center, a massive, multi-tiered bookshelf, constructed of dark, aged wood and wire, rotates with a silent, relentless slowness. Its countless ancient tomes, bound in crumbling, shadowy leather, bear not titles but mysterious, cryptic symbols that glow with an ethereal blue light, pulsing faintly in the darkness. The room's sole source of light comes from a magical sphere of crackling white energy floating near the high, domed ceiling; its erratic flickering causes the entire scene to flicker violently, casting long, twisting, fiberglass-like shadows that wriggle and dance across the polished, cold stone floor. In the foreground, a solitary, cloaked figure stands motionless, their body completely concealed by the heavy, dark fabric, their head tilted upward, watching the celestial rotation, a silent observer lost in the heart of an ancient, shimmering mystery.", + "seed": 24317, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_15/index_3144_seed_24317_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03401421667076647, + "vlm_logprob": -0.03401421667076647, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.03401421667076647, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07419391721487045 + ], + "opposite_logprob_tokens": [ + -3.0741939544677734 + ], + "logprob_reward": -0.07419391721487045, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.07419391721487045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1537645310163498, + 0.03799358010292053, + 0.06478527933359146, + 0.0671219751238823, + 0.16103172302246094, + 0.1729772388935089, + 0.07245512306690216, + 0.10665328800678253, + 0.09202563017606735, + 0.0711916908621788 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.07419391721487045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036368912551552057 + ], + "opposite_logprob_tokens": [ + -5.628636837005615 + ], + "logprob_reward": -0.0036368912551552057, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036368912551552057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13672281801700592, + 0.14670909941196442, + 0.2361011505126953, + 0.042582713067531586, + 0.07534617930650711, + 0.088590607047081, + 0.07908425480127335, + 0.06615178287029266, + 0.0681539922952652, + 0.06055735424160957 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0036368912551552057 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078749783337116 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078749783337116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078749783337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19228431582450867, + 0.1612328588962555, + 0.30316901206970215, + 0.0483398474752903, + 0.05855720490217209, + 0.029930023476481438, + 0.03887931630015373, + 0.051826123148202896, + 0.06633150577545166, + 0.04944984242320061 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.011078749783337116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305974766612053 + ], + "opposite_logprob_tokens": [ + -3.168059825897217 + ], + "logprob_reward": -0.04305974766612053, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305974766612053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1423267424106598, + 0.09107837826013565, + 0.49771061539649963, + 0.08271192014217377, + 0.03285408020019531, + 0.04375077039003372, + 0.030263841152191162, + 0.024458201602101326, + 0.024706725031137466, + 0.03013879992067814 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.04305974766612053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810177743434906 + ], + "opposite_logprob_tokens": [ + -3.2881016731262207 + ], + "logprob_reward": -0.03810177743434906, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810177743434906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.206403911113739, + 0.13123038411140442, + 0.18151730298995972, + 0.058874256908893585, + 0.16876313090324402, + 0.050805412232875824, + 0.048347435891628265, + 0.04993043467402458, + 0.03399297222495079, + 0.07013475894927979 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.03810177743434906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, wide shot captures a vast circular room, rendered in a high-contrast, noir-style anime, its curved walls constructed of massive, dark-gray stone blocks. In the center, a massive, multi-tiered bookshelf, constructed of dark, aged wood and wire, rotates with a silent, relentless slowness. Its countless ancient tomes, bound in crumbling, shadowy leather, bear not titles but mysterious, cryptic symbols that glow with an ethereal blue light, pulsing faintly in the darkness. The room's sole source of light comes from a magical sphere of crackling white energy floating near the high, domed ceiling; its erratic flickering causes the entire scene to flicker violently, casting long, twisting, fiberglass-like shadows that wriggle and dance across the polished, cold stone floor. In the foreground, a solitary, cloaked figure stands motionless, their body completely concealed by the heavy, dark fabric, their head tilted upward, watching the celestial rotation, a silent observer lost in the heart of an ancient, shimmering mystery.", + "seed": 24318, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_15/index_3144_seed_24318_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024924378655850888, + "vlm_logprob": -0.024924378655850888, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.024924378655850888, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07270199060440063 + ], + "opposite_logprob_tokens": [ + -2.822701930999756 + ], + "logprob_reward": -0.07270199060440063, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07270199060440063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.773676872253418, + 0.022259719669818878, + 0.03244473785161972, + 0.01956924796104431, + 0.06275194883346558, + 0.007110015954822302, + 0.03583792224526405, + 0.012296440079808235, + 0.019106794148683548, + 0.014946229755878448 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.07270199060440063 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003631546162068844 + ], + "opposite_logprob_tokens": [ + -5.628631591796875 + ], + "logprob_reward": -0.003631546162068844, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003631546162068844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4039444029331207, + 0.22661711275577545, + 0.08575703203678131, + 0.03291354700922966, + 0.04080802574753761, + 0.05904963240027428, + 0.06293302029371262, + 0.03543177619576454, + 0.03327672556042671, + 0.019268743693828583 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.003631546162068844 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951066501438618 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005951066501438618, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951066501438618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19104009866714478, + 0.33630913496017456, + 0.05731351301074028, + 0.0366920530796051, + 0.053889885544776917, + 0.036374568939208984, + 0.06554774940013885, + 0.03222022205591202, + 0.1561509072780609, + 0.03446187078952789 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.005951066501438618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537001632153988 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537001632153988, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537001632153988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6371518969535828, + 0.07344385236501694, + 0.048594504594802856, + 0.0332057811319828, + 0.03533511981368065, + 0.04207780212163925, + 0.031201237812638283, + 0.02298307605087757, + 0.06757497787475586, + 0.008431774564087391 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.012537001632153988 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800288379192352 + ], + "opposite_logprob_tokens": [ + -3.5298001766204834 + ], + "logprob_reward": -0.029800288379192352, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800288379192352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6344211101531982, + 0.1028321161866188, + 0.020956266671419144, + 0.048567064106464386, + 0.026945479214191437, + 0.057255230844020844, + 0.04127390310168266, + 0.026099296286702156, + 0.015869300812482834, + 0.025780217722058296 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.029800288379192352 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, wide shot captures a vast circular room, rendered in a high-contrast, noir-style anime, its curved walls constructed of massive, dark-gray stone blocks. In the center, a massive, multi-tiered bookshelf, constructed of dark, aged wood and wire, rotates with a silent, relentless slowness. Its countless ancient tomes, bound in crumbling, shadowy leather, bear not titles but mysterious, cryptic symbols that glow with an ethereal blue light, pulsing faintly in the darkness. The room's sole source of light comes from a magical sphere of crackling white energy floating near the high, domed ceiling; its erratic flickering causes the entire scene to flicker violently, casting long, twisting, fiberglass-like shadows that wriggle and dance across the polished, cold stone floor. In the foreground, a solitary, cloaked figure stands motionless, their body completely concealed by the heavy, dark fabric, their head tilted upward, watching the celestial rotation, a silent observer lost in the heart of an ancient, shimmering mystery.", + "seed": 24319, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_15/index_3144_seed_24319_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05177067276090384, + "vlm_logprob": -0.05177067276090384, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.05177067276090384, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0757875069975853 + ], + "opposite_logprob_tokens": [ + -2.8257875442504883 + ], + "logprob_reward": -0.0757875069975853, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0757875069975853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13887399435043335, + 0.07233602553606033, + 0.08863632380962372, + 0.198752760887146, + 0.066712386906147, + 0.050575148314237595, + 0.10345552116632462, + 0.07753274589776993, + 0.10974305868148804, + 0.09338203817605972 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0757875069975853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009799941442906857 + ], + "opposite_logprob_tokens": [ + -4.634799957275391 + ], + "logprob_reward": -0.009799941442906857, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009799941442906857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26635339856147766, + 0.11559396982192993, + 0.12015260010957718, + 0.05669914558529854, + 0.0795712098479271, + 0.03888970613479614, + 0.041379839181900024, + 0.07765574753284454, + 0.16208404302597046, + 0.04162043333053589 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.009799941442906857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199178665876389 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199178665876389, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199178665876389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23405100405216217, + 0.07022581994533539, + 0.09849131852388382, + 0.18888108432292938, + 0.07842982560396194, + 0.10837730765342712, + 0.041428275406360626, + 0.028737753629684448, + 0.10813608020544052, + 0.04324151948094368 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.014199178665876389 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903335779905319 + ], + "opposite_logprob_tokens": [ + -2.464033365249634 + ], + "logprob_reward": -0.08903335779905319, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903335779905319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08229643106460571, + 0.05513450875878334, + 0.06905173510313034, + 0.5724366903305054, + 0.0343007892370224, + 0.027476688846945763, + 0.039555080235004425, + 0.03893595188856125, + 0.054574962705373764, + 0.026237204670906067 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.08903335779905319 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a vast circular room with curved walls made of massive dark-gray stone blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a massive multi-tiered bookshelf in the center constructed of dark aged wood and wire that rotates slowly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a solitary cloaked figure standing motionless in the foreground with their head tilted upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting provided by a magical sphere of crackling white energy near the domed ceiling causing violent flickering and long shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003337889909744 + ], + "opposite_logprob_tokens": [ + -2.695033311843872 + ], + "logprob_reward": -0.07003337889909744, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003337889909744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25366783142089844, + 0.052340272814035416, + 0.0821174830198288, + 0.13479846715927124, + 0.18714973330497742, + 0.03812213987112045, + 0.06941395998001099, + 0.05132371559739113, + 0.08011624962091446, + 0.0509500615298748 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.07003337889909744 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_2/index_tensor([1514, 1514])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_2/index_tensor([1514, 1514])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bff8d5a46c76601f6a2774c738da998845bad06f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_2/index_tensor([1514, 1514])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins from a slight upward angle, the camera slowly and steadily pulls back to reveal a sacred golden-red phoenix hovering in the deep night sky, a backdrop dotted with a tranquil sea of stars, punctuated by countless tiny stars. The phoenix is draped in shimmering golden feathers, their edges and underbelly gleaming with a fiery crimson glow. Its slender neck gracefully arches, its eyes like molten gold gaze into the distance, its powerful wings fully extended, maintaining a posture of tranquility and power. As its body unfurls, its magnificent tail feathers—composed of countless feathers that resemble the condensation of pure flame—unfold layer by layer in rhythmic slow motion. Each feather has a sharp edge, its center ablaze with golden light, gradually fading to a transparent orange-red. The entire unfolding process resembles a vast cosmic flower of light and fire blooming in the void. The phoenix itself is the only light source, and its blazing light forms a warm halo around it, giving the entire picture an atmosphere of solemnity, awe and fantasy.", + "seed": 25683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_2/index_1514_seed_25683_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15040701013058425, + "vlm_logprob": -0.15040701013058425, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.15040701013058425, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2048264890909195 + ], + "opposite_logprob_tokens": [ + -1.7048264741897583 + ], + "logprob_reward": -0.2048264890909195, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2048264890909195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2926338315010071, + 0.15741200745105743, + 0.025548866018652916, + 0.047459784895181656, + 0.09371284395456314, + 0.13663353025913239, + 0.04998675733804703, + 0.052251216024160385, + 0.08112715929746628, + 0.06323400139808655 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.2048264890909195 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705709040164948 + ], + "opposite_logprob_tokens": [ + -2.1270570755004883 + ], + "logprob_reward": -0.12705709040164948, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705709040164948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12595723569393158, + 0.04225585609674454, + 0.025080088526010513, + 0.04522733762860298, + 0.09255249798297882, + 0.4337608218193054, + 0.049238983541727066, + 0.07463338226079941, + 0.07346431910991669, + 0.03782949969172478 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.12705709040164948 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740451790392399 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740451790392399, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740451790392399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2221924066543579, + 0.19328691065311432, + 0.04304918646812439, + 0.1714296191930771, + 0.06786900013685226, + 0.1705726832151413, + 0.024612579494714737, + 0.0207706056535244, + 0.048805929720401764, + 0.03741109371185303 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.006740451790392399 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634247951209545 + ], + "opposite_logprob_tokens": [ + -3.6513423919677734 + ], + "logprob_reward": -0.02634247951209545, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634247951209545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10675039142370224, + 0.052178334444761276, + 0.07050333172082901, + 0.17376919090747833, + 0.09271040558815002, + 0.17487549781799316, + 0.07711084187030792, + 0.040289778262376785, + 0.15312990546226501, + 0.05868232250213623 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.02634247951209545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870685398578644 + ], + "opposite_logprob_tokens": [ + -1.137068510055542 + ], + "logprob_reward": -0.3870685398578644, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870685398578644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14743004739284515, + 0.11235318332910538, + 0.06982019543647766, + 0.08976888656616211, + 0.09176228195428848, + 0.1865641176700592, + 0.053703997284173965, + 0.05965757369995117, + 0.11469583213329315, + 0.07424388080835342 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.3870685398578644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a slight upward angle, the camera slowly and steadily pulls back to reveal a sacred golden-red phoenix hovering in the deep night sky, a backdrop dotted with a tranquil sea of stars, punctuated by countless tiny stars. The phoenix is draped in shimmering golden feathers, their edges and underbelly gleaming with a fiery crimson glow. Its slender neck gracefully arches, its eyes like molten gold gaze into the distance, its powerful wings fully extended, maintaining a posture of tranquility and power. As its body unfurls, its magnificent tail feathers—composed of countless feathers that resemble the condensation of pure flame—unfold layer by layer in rhythmic slow motion. Each feather has a sharp edge, its center ablaze with golden light, gradually fading to a transparent orange-red. The entire unfolding process resembles a vast cosmic flower of light and fire blooming in the void. The phoenix itself is the only light source, and its blazing light forms a warm halo around it, giving the entire picture an atmosphere of solemnity, awe and fantasy.", + "seed": 25684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_2/index_1514_seed_25684_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10626099575310946, + "vlm_logprob": -0.10626099575310946, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.10626099575310946, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18759796023368835 + ], + "opposite_logprob_tokens": [ + -1.8125979900360107 + ], + "logprob_reward": -0.18759796023368835, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18759796023368835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06853798776865005, + 0.08654751628637314, + 0.22667372226715088, + 0.045418184250593185, + 0.09373095631599426, + 0.04341208189725876, + 0.132132887840271, + 0.20117488503456116, + 0.06871937960386276, + 0.03365245833992958 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.18759796023368835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279839396476746 + ], + "opposite_logprob_tokens": [ + -2.01779842376709 + ], + "logprob_reward": -0.14279839396476746, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279839396476746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08147244155406952, + 0.10148513317108154, + 0.1460477113723755, + 0.1587139517068863, + 0.08375176787376404, + 0.08712689578533173, + 0.16132290661334991, + 0.04432527720928192, + 0.07700824737548828, + 0.05874570831656456 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.14279839396476746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201176352798939 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014201176352798939, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201176352798939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08105213940143585, + 0.018655959516763687, + 0.14413517713546753, + 0.02570619061589241, + 0.037008851766586304, + 0.04940006509423256, + 0.14978352189064026, + 0.1779213696718216, + 0.2961747646331787, + 0.020161932334303856 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.014201176352798939 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344221085309982 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344221085309982, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344221085309982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0738070011138916, + 0.08071361482143402, + 0.23799322545528412, + 0.14933384954929352, + 0.1045355573296547, + 0.0337565615773201, + 0.03851673752069473, + 0.03697855770587921, + 0.10830841213464737, + 0.13605643808841705 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.026344221085309982 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036322712898254 + ], + "opposite_logprob_tokens": [ + -1.9103631973266602 + ], + "logprob_reward": -0.16036322712898254, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036322712898254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11227840930223465, + 0.07369308918714523, + 0.07033033668994904, + 0.09271508455276489, + 0.04520910978317261, + 0.07281766831874847, + 0.13711759448051453, + 0.13268060982227325, + 0.21145837008953094, + 0.051699668169021606 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.16036322712898254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a slight upward angle, the camera slowly and steadily pulls back to reveal a sacred golden-red phoenix hovering in the deep night sky, a backdrop dotted with a tranquil sea of stars, punctuated by countless tiny stars. The phoenix is draped in shimmering golden feathers, their edges and underbelly gleaming with a fiery crimson glow. Its slender neck gracefully arches, its eyes like molten gold gaze into the distance, its powerful wings fully extended, maintaining a posture of tranquility and power. As its body unfurls, its magnificent tail feathers—composed of countless feathers that resemble the condensation of pure flame—unfold layer by layer in rhythmic slow motion. Each feather has a sharp edge, its center ablaze with golden light, gradually fading to a transparent orange-red. The entire unfolding process resembles a vast cosmic flower of light and fire blooming in the void. The phoenix itself is the only light source, and its blazing light forms a warm halo around it, giving the entire picture an atmosphere of solemnity, awe and fantasy.", + "seed": 25685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_2/index_1514_seed_25685_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12076747566461563, + "vlm_logprob": -0.12076747566461563, + "vlm_yes_no_margin": 2.199999952316284, + "vlm_token_credit": -0.12076747566461563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20829443633556366 + ], + "opposite_logprob_tokens": [ + -1.70829439163208 + ], + "logprob_reward": -0.20829443633556366, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20829443633556366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.423956036567688, + 0.05547434091567993, + 0.25606027245521545, + 0.04604681581258774, + 0.035376980900764465, + 0.06837664544582367, + 0.026974724605679512, + 0.03150104731321335, + 0.038944508880376816, + 0.01728864572942257 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.20829443633556366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428130567073822 + ], + "opposite_logprob_tokens": [ + -2.017812967300415 + ], + "logprob_reward": -0.1428130567073822, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428130567073822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4042588174343109, + 0.07909055054187775, + 0.039391301572322845, + 0.060927871614694595, + 0.04456166550517082, + 0.1400974988937378, + 0.0463026762008667, + 0.1119685098528862, + 0.05154160410165787, + 0.021859461441636086 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.1428130567073822 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496467649936676 + ], + "opposite_logprob_tokens": [ + -2.929964780807495 + ], + "logprob_reward": -0.05496467649936676, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496467649936676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3292756676673889, + 0.1174001544713974, + 0.13170817494392395, + 0.07526186108589172, + 0.03329169750213623, + 0.07619018107652664, + 0.026743952184915543, + 0.08935315161943436, + 0.0676741749048233, + 0.0531010702252388 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05496467649936676 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495452135801315 + ], + "opposite_logprob_tokens": [ + -2.9299545288085938 + ], + "logprob_reward": -0.05495452135801315, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495452135801315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22437907755374908, + 0.05982038378715515, + 0.43946611881256104, + 0.07860786467790604, + 0.032795630395412445, + 0.03996172919869423, + 0.02482849545776844, + 0.024301519617438316, + 0.029364893212914467, + 0.04647425562143326 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.05495452135801315 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281068742275238 + ], + "opposite_logprob_tokens": [ + -2.017810583114624 + ], + "logprob_reward": -0.14281068742275238, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14281068742275238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1152106374502182, + 0.11704755574464798, + 0.16737452149391174, + 0.06779736280441284, + 0.035676293075084686, + 0.08604128658771515, + 0.07559874653816223, + 0.16411623358726501, + 0.12180689722299576, + 0.04933052510023117 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.14281068742275238 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a slight upward angle, the camera slowly and steadily pulls back to reveal a sacred golden-red phoenix hovering in the deep night sky, a backdrop dotted with a tranquil sea of stars, punctuated by countless tiny stars. The phoenix is draped in shimmering golden feathers, their edges and underbelly gleaming with a fiery crimson glow. Its slender neck gracefully arches, its eyes like molten gold gaze into the distance, its powerful wings fully extended, maintaining a posture of tranquility and power. As its body unfurls, its magnificent tail feathers—composed of countless feathers that resemble the condensation of pure flame—unfold layer by layer in rhythmic slow motion. Each feather has a sharp edge, its center ablaze with golden light, gradually fading to a transparent orange-red. The entire unfolding process resembles a vast cosmic flower of light and fire blooming in the void. The phoenix itself is the only light source, and its blazing light forms a warm halo around it, giving the entire picture an atmosphere of solemnity, awe and fantasy.", + "seed": 25686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_2/index_1514_seed_25686_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11256132014095784, + "vlm_logprob": -0.11256132014095784, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.11256132014095784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1646094173192978 + ], + "opposite_logprob_tokens": [ + -1.914609432220459 + ], + "logprob_reward": -0.1646094173192978, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1646094173192978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1772584617137909, + 0.1215374618768692, + 0.04330801963806152, + 0.39444538950920105, + 0.04972345754504204, + 0.058378539979457855, + 0.031534917652606964, + 0.0194256491959095, + 0.04932184889912605, + 0.05506625398993492 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.1646094173192978 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988039553165436 + ], + "opposite_logprob_tokens": [ + -1.8048803806304932 + ], + "logprob_reward": -0.17988039553165436, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988039553165436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14036670327186584, + 0.06888185441493988, + 0.0566398911178112, + 0.4251580536365509, + 0.06899791210889816, + 0.06759053468704224, + 0.019730646163225174, + 0.01728871650993824, + 0.06245390698313713, + 0.07289181649684906 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.17988039553165436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642058819532394 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642058819532394, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642058819532394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07311930507421494, + 0.05272373557090759, + 0.017972376197576523, + 0.5526042580604553, + 0.08691283315420151, + 0.12057805806398392, + 0.05115692690014839, + 0.014698752202093601, + 0.012664968147873878, + 0.017568781971931458 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.008642058819532394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978975884616375 + ], + "opposite_logprob_tokens": [ + -3.529789686203003 + ], + "logprob_reward": -0.02978975884616375, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978975884616375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10594210773706436, + 0.15862122178077698, + 0.11424142122268677, + 0.1308085024356842, + 0.08346462994813919, + 0.0561961866915226, + 0.06837528198957443, + 0.04990912601351738, + 0.08778513967990875, + 0.14465633034706116 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.02978975884616375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot beginning from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sacred golden-red phoenix visible hovering in a deep night sky with a starry backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the phoenix's tail feathers unfold layer by layer in rhythmic slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the phoenix the only light source in the scene, creating a warm halo around it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988497018814087 + ], + "opposite_logprob_tokens": [ + -1.804884910583496 + ], + "logprob_reward": -0.17988497018814087, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988497018814087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11991531401872635, + 0.05012434720993042, + 0.034007519483566284, + 0.42154964804649353, + 0.03259098902344704, + 0.036398667842149734, + 0.08068099617958069, + 0.0240981075912714, + 0.044725414365530014, + 0.15590901672840118 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.17988497018814087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_3/index_tensor([4941, 4941])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_3/index_tensor([4941, 4941])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f66321684473f63ab901c158e3ea010380069b83 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_3/index_tensor([4941, 4941])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, cinematic shot begins with a low-angle tracking shot, moving parallel to a young Southeast Asian man as he rides his bicycle at a steady, relaxed pace. He has short, windswept black hair, slightly tousled, and a subtle, contented smile on his lips. He wears a lightweight, dark teal windbreaker, zipped up over a simple white T-shirt, slim-fitting black sweatpants, and dark sneakers. He rides a sleek, matte black fixed-gear bicycle, its minimalist frame cutting cleanly through the city air. The camera then smoothly pulls back and ascends, transitioning to a high-angle wide shot, revealing the breathtaking scale of this vibrant city at dusk. He is cycling on a dedicated bike lane on a bridge or elevated roadway, surrounded by a trail of red and white lights, reflecting the busy traffic below. The sky is a deep indigo canvas, punctuated by the last fiery orange glow of sunset. Towering skyscrapers, their windows forming a mosaic of warm and cool lights, create a dazzling, futuristic skyline. Recent rainfall left the asphalt shimmering, reflecting the city's neon signs and streetlights in a shimmering, impressionistic blur of colors. The evening's predominantly cool tones were interrupted by a vibrant palette of pinks, cyans, and warm yellows in the digital billboards and architectural lighting, creating a scene both vibrant and beautiful. The overall atmosphere was one of exhilarating freedom and tranquil contemplation, capturing a single, perfect moment of journey and connection to this vast, vibrant metropolis.", + "seed": 28064, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_3/index_4941_seed_28064_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.038000347651541234, + "vlm_logprob": -0.038000347651541234, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.038000347651541234, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09049590677022934 + ], + "opposite_logprob_tokens": [ + -2.4654958248138428 + ], + "logprob_reward": -0.09049590677022934, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09049590677022934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1393526792526245, + 0.06162409856915474, + 0.24208003282546997, + 0.2837846577167511, + 0.039295002818107605, + 0.05351673811674118, + 0.06277239322662354, + 0.02427726984024048, + 0.042225029319524765, + 0.05107216164469719 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.09049590677022934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212223701179028 + ], + "opposite_logprob_tokens": [ + -4.264212131500244 + ], + "logprob_reward": -0.014212223701179028, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212223701179028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07233620434999466, + 0.027571236714720726, + 0.19926594197750092, + 0.4837919771671295, + 0.027917826548218727, + 0.019426776096224785, + 0.06440094858407974, + 0.03753666207194328, + 0.02544846571981907, + 0.042303912341594696 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.014212223701179028 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581839606165886 + ], + "opposite_logprob_tokens": [ + -3.8955817222595215 + ], + "logprob_reward": -0.020581839606165886, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581839606165886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04864203929901123, + 0.04695819690823555, + 0.5593554377555847, + 0.13988758623600006, + 0.027645237743854523, + 0.04735499620437622, + 0.054491180926561356, + 0.023581042885780334, + 0.018414931371808052, + 0.033669404685497284 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.020581839606165886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493579059839249 + ], + "opposite_logprob_tokens": [ + -2.9299356937408447 + ], + "logprob_reward": -0.05493579059839249, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493579059839249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07772184163331985, + 0.026050008833408356, + 0.16310343146324158, + 0.06682278960943222, + 0.04973167926073074, + 0.07664314657449722, + 0.2758769094944, + 0.05411277338862419, + 0.07572183012962341, + 0.13421563804149628 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.05493579059839249 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775977581739426 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009775977581739426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775977581739426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051724545657634735, + 0.04612331837415695, + 0.34068578481674194, + 0.08648993074893951, + 0.051086634397506714, + 0.06309209018945694, + 0.18024933338165283, + 0.0663469210267067, + 0.02779870294034481, + 0.08640269190073013 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.009775977581739426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, cinematic shot begins with a low-angle tracking shot, moving parallel to a young Southeast Asian man as he rides his bicycle at a steady, relaxed pace. He has short, windswept black hair, slightly tousled, and a subtle, contented smile on his lips. He wears a lightweight, dark teal windbreaker, zipped up over a simple white T-shirt, slim-fitting black sweatpants, and dark sneakers. He rides a sleek, matte black fixed-gear bicycle, its minimalist frame cutting cleanly through the city air. The camera then smoothly pulls back and ascends, transitioning to a high-angle wide shot, revealing the breathtaking scale of this vibrant city at dusk. He is cycling on a dedicated bike lane on a bridge or elevated roadway, surrounded by a trail of red and white lights, reflecting the busy traffic below. The sky is a deep indigo canvas, punctuated by the last fiery orange glow of sunset. Towering skyscrapers, their windows forming a mosaic of warm and cool lights, create a dazzling, futuristic skyline. Recent rainfall left the asphalt shimmering, reflecting the city's neon signs and streetlights in a shimmering, impressionistic blur of colors. The evening's predominantly cool tones were interrupted by a vibrant palette of pinks, cyans, and warm yellows in the digital billboards and architectural lighting, creating a scene both vibrant and beautiful. The overall atmosphere was one of exhilarating freedom and tranquil contemplation, capturing a single, perfect moment of journey and connection to this vast, vibrant metropolis.", + "seed": 28065, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_3/index_4941_seed_28065_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07452753912657499, + "vlm_logprob": -0.07452753912657499, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07452753912657499, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20349793136119843 + ], + "opposite_logprob_tokens": [ + -1.7034978866577148 + ], + "logprob_reward": -0.20349793136119843, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20349793136119843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08936155587434769, + 0.10280337929725647, + 0.04780099540948868, + 0.027672328054904938, + 0.6133805513381958, + 0.021070530638098717, + 0.021287638694047928, + 0.021631989628076553, + 0.018642429262399673, + 0.0363486185669899 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.20349793136119843 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210226014256477 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.014210226014256477, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210226014256477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1150030866265297, + 0.24279151856899261, + 0.10050823539495468, + 0.040796421468257904, + 0.15001338720321655, + 0.049528904259204865, + 0.05379896238446236, + 0.09847614169120789, + 0.08706231415271759, + 0.06202106177806854 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.014210226014256477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280736058950424 + ], + "opposite_logprob_tokens": [ + -3.773280620574951 + ], + "logprob_reward": -0.023280736058950424, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280736058950424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05398639291524887, + 0.10474354773759842, + 0.031642407178878784, + 0.047207511961460114, + 0.6496819257736206, + 0.023818489164114, + 0.021046888083219528, + 0.026729075238108635, + 0.01901325024664402, + 0.022130584344267845 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.023280736058950424 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701551616191864 + ], + "opposite_logprob_tokens": [ + -2.1270155906677246 + ], + "logprob_reward": -0.12701551616191864, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701551616191864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011816563084721565, + 0.047060418874025345, + 0.009556645527482033, + 0.010796943679451942, + 0.8137810230255127, + 0.009459701366722584, + 0.01452345959842205, + 0.01025789137929678, + 0.057530615478754044, + 0.01521668303757906 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.12701551616191864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633286036550999 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633286036550999, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633286036550999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02542009949684143, + 0.09471108019351959, + 0.017223214730620384, + 0.08154058456420898, + 0.635381281375885, + 0.041952528059482574, + 0.014366884715855122, + 0.0126439044252038, + 0.05591997504234314, + 0.020840439945459366 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.004633286036550999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, cinematic shot begins with a low-angle tracking shot, moving parallel to a young Southeast Asian man as he rides his bicycle at a steady, relaxed pace. He has short, windswept black hair, slightly tousled, and a subtle, contented smile on his lips. He wears a lightweight, dark teal windbreaker, zipped up over a simple white T-shirt, slim-fitting black sweatpants, and dark sneakers. He rides a sleek, matte black fixed-gear bicycle, its minimalist frame cutting cleanly through the city air. The camera then smoothly pulls back and ascends, transitioning to a high-angle wide shot, revealing the breathtaking scale of this vibrant city at dusk. He is cycling on a dedicated bike lane on a bridge or elevated roadway, surrounded by a trail of red and white lights, reflecting the busy traffic below. The sky is a deep indigo canvas, punctuated by the last fiery orange glow of sunset. Towering skyscrapers, their windows forming a mosaic of warm and cool lights, create a dazzling, futuristic skyline. Recent rainfall left the asphalt shimmering, reflecting the city's neon signs and streetlights in a shimmering, impressionistic blur of colors. The evening's predominantly cool tones were interrupted by a vibrant palette of pinks, cyans, and warm yellows in the digital billboards and architectural lighting, creating a scene both vibrant and beautiful. The overall atmosphere was one of exhilarating freedom and tranquil contemplation, capturing a single, perfect moment of journey and connection to this vast, vibrant metropolis.", + "seed": 28066, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_3/index_4941_seed_28066_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13509582430124284, + "vlm_logprob": -0.13509582430124284, + "vlm_yes_no_margin": 2.7499999701976776, + "vlm_token_credit": -0.13509582430124284, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12997373938560486 + ], + "opposite_logprob_tokens": [ + -2.1299736499786377 + ], + "logprob_reward": -0.12997373938560486, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12997373938560486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2990212142467499, + 0.05564538389444351, + 0.19096697866916656, + 0.05345633625984192, + 0.09768082946538925, + 0.04442474991083145, + 0.05091521516442299, + 0.09286200255155563, + 0.0763440728187561, + 0.038683243095874786 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.12997373938560486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023307057097554207 + ], + "opposite_logprob_tokens": [ + -3.7733070850372314 + ], + "logprob_reward": -0.023307057097554207, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023307057097554207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25307077169418335, + 0.09629318863153458, + 0.2484717071056366, + 0.05480504781007767, + 0.05467947572469711, + 0.05984218791127205, + 0.07849477976560593, + 0.05631214752793312, + 0.06309089809656143, + 0.034939806908369064 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.023307057097554207 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979704923927784 + ], + "opposite_logprob_tokens": [ + -3.529797077178955 + ], + "logprob_reward": -0.02979704923927784, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979704923927784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12633468210697174, + 0.035886265337467194, + 0.13120447099208832, + 0.026784077286720276, + 0.03861796483397484, + 0.03536143898963928, + 0.4476604163646698, + 0.03040425293147564, + 0.09475304931402206, + 0.032993387430906296 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.02979704923927784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47421959042549133 + ], + "opposite_logprob_tokens": [ + -0.974219560623169 + ], + "logprob_reward": -0.47421959042549133, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47421959042549133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11196499317884445, + 0.06188952922821045, + 0.22453461587429047, + 0.033941734582185745, + 0.13435082137584686, + 0.100308857858181, + 0.10261505097150803, + 0.12871377170085907, + 0.07110505551099777, + 0.030575590208172798 + ], + "top_frames": [ + 2, + 4, + 7 + ], + "selected_reward": -0.47421959042549133 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181685358285904 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181685358285904, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181685358285904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1676112562417984, + 0.022508125752210617, + 0.633978009223938, + 0.03487666696310043, + 0.024219416081905365, + 0.010973270982503891, + 0.024527864530682564, + 0.022973645478487015, + 0.029032472521066666, + 0.029299218207597733 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.018181685358285904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, cinematic shot begins with a low-angle tracking shot, moving parallel to a young Southeast Asian man as he rides his bicycle at a steady, relaxed pace. He has short, windswept black hair, slightly tousled, and a subtle, contented smile on his lips. He wears a lightweight, dark teal windbreaker, zipped up over a simple white T-shirt, slim-fitting black sweatpants, and dark sneakers. He rides a sleek, matte black fixed-gear bicycle, its minimalist frame cutting cleanly through the city air. The camera then smoothly pulls back and ascends, transitioning to a high-angle wide shot, revealing the breathtaking scale of this vibrant city at dusk. He is cycling on a dedicated bike lane on a bridge or elevated roadway, surrounded by a trail of red and white lights, reflecting the busy traffic below. The sky is a deep indigo canvas, punctuated by the last fiery orange glow of sunset. Towering skyscrapers, their windows forming a mosaic of warm and cool lights, create a dazzling, futuristic skyline. Recent rainfall left the asphalt shimmering, reflecting the city's neon signs and streetlights in a shimmering, impressionistic blur of colors. The evening's predominantly cool tones were interrupted by a vibrant palette of pinks, cyans, and warm yellows in the digital billboards and architectural lighting, creating a scene both vibrant and beautiful. The overall atmosphere was one of exhilarating freedom and tranquil contemplation, capturing a single, perfect moment of journey and connection to this vast, vibrant metropolis.", + "seed": 28067, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_3/index_4941_seed_28067_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12918697744607927, + "vlm_logprob": -0.12918697744607927, + "vlm_yes_no_margin": 2.424999988079071, + "vlm_token_credit": -0.12918697744607927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3188040852546692 + ], + "opposite_logprob_tokens": [ + -1.3188040256500244 + ], + "logprob_reward": -0.3188040852546692, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3188040852546692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.271835595369339, + 0.08675862848758698, + 0.07871084660291672, + 0.1271439641714096, + 0.04015596956014633, + 0.19494982063770294, + 0.07414897531270981, + 0.05590403825044632, + 0.02624240145087242, + 0.04414974898099899 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.3188040852546692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029842983931303024 + ], + "opposite_logprob_tokens": [ + -3.5298430919647217 + ], + "logprob_reward": -0.029842983931303024, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029842983931303024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23919139802455902, + 0.06581240147352219, + 0.037984658032655716, + 0.0999392420053482, + 0.07350274175405502, + 0.27923038601875305, + 0.06457821279764175, + 0.07069571316242218, + 0.04034075140953064, + 0.028724459931254387 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.029842983931303024 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370444104075432 + ], + "opposite_logprob_tokens": [ + -3.4087045192718506 + ], + "logprob_reward": -0.03370444104075432, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370444104075432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10189978778362274, + 0.030259044840931892, + 0.03891226276755333, + 0.08267267048358917, + 0.09360465407371521, + 0.11969015747308731, + 0.08883380144834518, + 0.3242216110229492, + 0.03040301986038685, + 0.08950299024581909 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.03370444104075432 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015400230884552 + ], + "opposite_logprob_tokens": [ + -1.7015399932861328 + ], + "logprob_reward": -0.2015400230884552, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015400230884552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04852434992790222, + 0.046504151076078415, + 0.04019107297062874, + 0.08400839567184448, + 0.14906227588653564, + 0.07152135670185089, + 0.44239434599876404, + 0.027394024655222893, + 0.04461333155632019, + 0.04578666016459465 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.2015400230884552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young Southeast Asian man riding a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark teal windbreaker over a white T-shirt and black sweatpants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a sleek, matte black fixed-gear model?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video begin with a low-angle tracking shot and transition to a high-angle wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the setting a city at dusk with a deep indigo sky and vibrant neon lights reflecting on wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204335391521454 + ], + "opposite_logprob_tokens": [ + -2.8120434284210205 + ], + "logprob_reward": -0.06204335391521454, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204335391521454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13155882060527802, + 0.05353266000747681, + 0.0459219291806221, + 0.13711237907409668, + 0.10085922479629517, + 0.35278353095054626, + 0.08645172417163849, + 0.03896988183259964, + 0.03781776502728462, + 0.014992034994065762 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.06204335391521454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_4/index_tensor([2649, 2649])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_4/index_tensor([2649, 2649])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f2107ebd30d784d5dac8094e9c1786170d40baef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_4/index_tensor([2649, 2649])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot at eye level, rendered in a bright fantasy art style, begins with a slow, deliberate zoom-in to an enchanted forest clearing. The scene is bathed in a cool, magical glow, with silvery moonlight filtering through the dense canopy of ancient, gnarled trees and dotting the mossy ground with spots. In the center of the clearing, a sleek black cat with fur the color of polished obsidian and large, expressive amethyst eyes, its body curled protectively into a crescent, surrounded by a sleeping kitten with fuzzy gray fur. Clusters of bioluminescent mushrooms, pulsating shades of sapphire blue and ethereal violet, sprout from the fertile earth, casting a soft, otherworldly glow that illuminates the pair and nearby delicate, shimmering flowers, their petals seemingly spun from the moonlight. As the camera zooms in, tightening the frame to focus on the tender moment, the mother cat cautiously lowers her head, her whiskers twitching slightly, and gently nuzzles the kitten's cheek. Her long, graceful tail sways in a slow, hypnotic S-curve, her fingertips twitching contentedly, creating a serene and moving atmosphere of pure, protective love.", + "seed": 11113, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_4/index_2649_seed_11113_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07178743844851851, + "vlm_logprob": -0.07178743844851851, + "vlm_yes_no_margin": 3.274999976158142, + "vlm_token_credit": -0.07178743844851851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16159088909626007 + ], + "opposite_logprob_tokens": [ + -1.9115909337997437 + ], + "logprob_reward": -0.16159088909626007, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16159088909626007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5857357978820801, + 0.05115576833486557, + 0.11964686959981918, + 0.07737553864717484, + 0.05153417959809303, + 0.0366087481379509, + 0.013917788863182068, + 0.019937094300985336, + 0.026646995916962624, + 0.017441192641854286 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.16159088909626007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006755252834409475 + ], + "opposite_logprob_tokens": [ + -5.006755352020264 + ], + "logprob_reward": -0.006755252834409475, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006755252834409475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3748752474784851, + 0.07005138695240021, + 0.07411238551139832, + 0.10612627863883972, + 0.033587999641895294, + 0.04615884646773338, + 0.05237698554992676, + 0.1695612668991089, + 0.03021543100476265, + 0.042934201657772064 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.006755252834409475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495350807905197 + ], + "opposite_logprob_tokens": [ + -2.9299535751342773 + ], + "logprob_reward": -0.05495350807905197, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495350807905197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4725804030895233, + 0.12695927917957306, + 0.07561646401882172, + 0.16021187603473663, + 0.01745237223803997, + 0.0500684455037117, + 0.021618207916617393, + 0.040506549179553986, + 0.018632380291819572, + 0.016354022547602654 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.05495350807905197 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637567982077599 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637567982077599, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637567982077599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6990251541137695, + 0.025999726727604866, + 0.039516933262348175, + 0.06049897149205208, + 0.018588418141007423, + 0.017201144248247147, + 0.011188668198883533, + 0.03706773370504379, + 0.06240345910191536, + 0.028509803116321564 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.008637567982077599 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12699997425079346 + ], + "opposite_logprob_tokens": [ + -2.126999855041504 + ], + "logprob_reward": -0.12699997425079346, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12699997425079346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5008501410484314, + 0.05804883688688278, + 0.027815157547593117, + 0.16623620688915253, + 0.020415443927049637, + 0.026644138619303703, + 0.0533171184360981, + 0.03895929083228111, + 0.06923569738864899, + 0.03847790136933327 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.12699997425079346 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot at eye level, rendered in a bright fantasy art style, begins with a slow, deliberate zoom-in to an enchanted forest clearing. The scene is bathed in a cool, magical glow, with silvery moonlight filtering through the dense canopy of ancient, gnarled trees and dotting the mossy ground with spots. In the center of the clearing, a sleek black cat with fur the color of polished obsidian and large, expressive amethyst eyes, its body curled protectively into a crescent, surrounded by a sleeping kitten with fuzzy gray fur. Clusters of bioluminescent mushrooms, pulsating shades of sapphire blue and ethereal violet, sprout from the fertile earth, casting a soft, otherworldly glow that illuminates the pair and nearby delicate, shimmering flowers, their petals seemingly spun from the moonlight. As the camera zooms in, tightening the frame to focus on the tender moment, the mother cat cautiously lowers her head, her whiskers twitching slightly, and gently nuzzles the kitten's cheek. Her long, graceful tail sways in a slow, hypnotic S-curve, her fingertips twitching contentedly, creating a serene and moving atmosphere of pure, protective love.", + "seed": 11114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_4/index_2649_seed_11114_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02547542192041874, + "vlm_logprob": -0.02547542192041874, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.02547542192041874, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012001684866845608 + ], + "opposite_logprob_tokens": [ + -4.5120015144348145 + ], + "logprob_reward": -0.012001684866845608, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012001684866845608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44854968786239624, + 0.08065809309482574, + 0.06300580501556396, + 0.0374286063015461, + 0.04557706043124199, + 0.06854470074176788, + 0.0581197626888752, + 0.024828804656863213, + 0.06801202893257141, + 0.10527539998292923 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.012001684866845608 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255736779421568 + ], + "opposite_logprob_tokens": [ + -4.387557506561279 + ], + "logprob_reward": -0.01255736779421568, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255736779421568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31835633516311646, + 0.1251598298549652, + 0.07960155606269836, + 0.0727379098534584, + 0.06819172203540802, + 0.1288841813802719, + 0.04563509300351143, + 0.051987409591674805, + 0.06868874281644821, + 0.040757257491350174 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.01255736779421568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054959487169981 + ], + "opposite_logprob_tokens": [ + -2.929959535598755 + ], + "logprob_reward": -0.054959487169981, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054959487169981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.181802898645401, + 0.11479783058166504, + 0.05843653529882431, + 0.07276760041713715, + 0.1484452337026596, + 0.24287773668766022, + 0.0743793398141861, + 0.03527967259287834, + 0.04044777899980545, + 0.03076537884771824 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.054959487169981 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779401123523712 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779401123523712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779401123523712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5734989047050476, + 0.0723918154835701, + 0.03378649055957794, + 0.03841021656990051, + 0.05032568424940109, + 0.03808532655239105, + 0.024053575471043587, + 0.0346541628241539, + 0.04487577825784683, + 0.08991808444261551 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.009779401123523712 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038079168647527695 + ], + "opposite_logprob_tokens": [ + -3.288079261779785 + ], + "logprob_reward": -0.038079168647527695, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038079168647527695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10272219032049179, + 0.04119708016514778, + 0.025496184825897217, + 0.06977925449609756, + 0.11319465935230255, + 0.07777602970600128, + 0.09390608966350555, + 0.10908476263284683, + 0.3202347159385681, + 0.04660900682210922 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.038079168647527695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot at eye level, rendered in a bright fantasy art style, begins with a slow, deliberate zoom-in to an enchanted forest clearing. The scene is bathed in a cool, magical glow, with silvery moonlight filtering through the dense canopy of ancient, gnarled trees and dotting the mossy ground with spots. In the center of the clearing, a sleek black cat with fur the color of polished obsidian and large, expressive amethyst eyes, its body curled protectively into a crescent, surrounded by a sleeping kitten with fuzzy gray fur. Clusters of bioluminescent mushrooms, pulsating shades of sapphire blue and ethereal violet, sprout from the fertile earth, casting a soft, otherworldly glow that illuminates the pair and nearby delicate, shimmering flowers, their petals seemingly spun from the moonlight. As the camera zooms in, tightening the frame to focus on the tender moment, the mother cat cautiously lowers her head, her whiskers twitching slightly, and gently nuzzles the kitten's cheek. Her long, graceful tail sways in a slow, hypnotic S-curve, her fingertips twitching contentedly, creating a serene and moving atmosphere of pure, protective love.", + "seed": 11115, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_4/index_2649_seed_11115_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08439479637891054, + "vlm_logprob": -0.08439479637891054, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.08439479637891054, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28220805525779724 + ], + "opposite_logprob_tokens": [ + -1.4072080850601196 + ], + "logprob_reward": -0.28220805525779724, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28220805525779724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34527722001075745, + 0.06239960715174675, + 0.056040894240140915, + 0.23674575984477997, + 0.10433215647935867, + 0.03128385543823242, + 0.0405300110578537, + 0.02241053618490696, + 0.0839654952287674, + 0.01701444387435913 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.28220805525779724 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099499650299549 + ], + "opposite_logprob_tokens": [ + -4.511099338531494 + ], + "logprob_reward": -0.011099499650299549, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099499650299549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06544248014688492, + 0.04797697067260742, + 0.04564990848302841, + 0.2069459706544876, + 0.1148972436785698, + 0.19736865162849426, + 0.07474389672279358, + 0.09779166430234909, + 0.037841472774744034, + 0.11134176701307297 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.011099499650299549 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195417053997517 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195417053997517, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195417053997517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08561303466558456, + 0.057173483073711395, + 0.037409644573926926, + 0.14525610208511353, + 0.06350716948509216, + 0.1370522379875183, + 0.13071340322494507, + 0.20644685626029968, + 0.054480284452438354, + 0.08234769850969315 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.014195417053997517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195299707353115 + ], + "opposite_logprob_tokens": [ + -4.264195442199707 + ], + "logprob_reward": -0.014195299707353115, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195299707353115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14614498615264893, + 0.07497236877679825, + 0.22866299748420715, + 0.10873144119977951, + 0.11308328062295914, + 0.053453825414180756, + 0.06977323442697525, + 0.053336478769779205, + 0.09738776832818985, + 0.05445365235209465 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.014195299707353115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027571022510529 + ], + "opposite_logprob_tokens": [ + -2.350275754928589 + ], + "logprob_reward": -0.10027571022510529, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027571022510529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13092024624347687, + 0.08995533734560013, + 0.1481340229511261, + 0.2734207510948181, + 0.09607125073671341, + 0.057418640702962875, + 0.1105995923280716, + 0.03640680015087128, + 0.041571054607629776, + 0.015502343885600567 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.10027571022510529 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot at eye level, rendered in a bright fantasy art style, begins with a slow, deliberate zoom-in to an enchanted forest clearing. The scene is bathed in a cool, magical glow, with silvery moonlight filtering through the dense canopy of ancient, gnarled trees and dotting the mossy ground with spots. In the center of the clearing, a sleek black cat with fur the color of polished obsidian and large, expressive amethyst eyes, its body curled protectively into a crescent, surrounded by a sleeping kitten with fuzzy gray fur. Clusters of bioluminescent mushrooms, pulsating shades of sapphire blue and ethereal violet, sprout from the fertile earth, casting a soft, otherworldly glow that illuminates the pair and nearby delicate, shimmering flowers, their petals seemingly spun from the moonlight. As the camera zooms in, tightening the frame to focus on the tender moment, the mother cat cautiously lowers her head, her whiskers twitching slightly, and gently nuzzles the kitten's cheek. Her long, graceful tail sways in a slow, hypnotic S-curve, her fingertips twitching contentedly, creating a serene and moving atmosphere of pure, protective love.", + "seed": 11116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_4/index_2649_seed_11116_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04929177230224013, + "vlm_logprob": -0.04929177230224013, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04929177230224013, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055772580206394196 + ], + "opposite_logprob_tokens": [ + -2.930772542953491 + ], + "logprob_reward": -0.055772580206394196, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055772580206394196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25886136293411255, + 0.11648064106702805, + 0.1961973011493683, + 0.11430007964372635, + 0.17436327040195465, + 0.0684046596288681, + 0.02313878946006298, + 0.01288358774036169, + 0.011710532009601593, + 0.023659775033593178 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.055772580206394196 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00596374599263072 + ], + "opposite_logprob_tokens": [ + -5.1309638023376465 + ], + "logprob_reward": -0.00596374599263072, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00596374599263072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1596626192331314, + 0.16946513950824738, + 0.08793265372514725, + 0.25010567903518677, + 0.12169964611530304, + 0.06641653180122375, + 0.05141473561525345, + 0.03087592124938965, + 0.02668623998761177, + 0.035740818828344345 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.00596374599263072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062050189822912216 + ], + "opposite_logprob_tokens": [ + -2.8120501041412354 + ], + "logprob_reward": -0.062050189822912216, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062050189822912216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2733774185180664, + 0.06029791012406349, + 0.0680484026670456, + 0.16486376523971558, + 0.1668219119310379, + 0.06821254640817642, + 0.07432807981967926, + 0.04972843825817108, + 0.03140624240040779, + 0.042915284633636475 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.062050189822912216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780462831258774 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.009780462831258774, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780462831258774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17667968571186066, + 0.09683641046285629, + 0.17493700981140137, + 0.09642042964696884, + 0.1325242817401886, + 0.09539962559938431, + 0.05557812377810478, + 0.05185426399111748, + 0.06213104724884033, + 0.05763920769095421 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.009780462831258774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in an enchanted forest clearing with ancient, gnarled trees and mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a sleek black cat with fur the color of polished obsidian and large amethyst eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleeping kitten with fuzzy gray fur curled protectively near the mother cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are bioluminescent mushrooms in shades of sapphire blue and ethereal violet visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin with a slow zoom-in that tightens the frame to focus on the cats?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289188265800476 + ], + "opposite_logprob_tokens": [ + -2.237891912460327 + ], + "logprob_reward": -0.11289188265800476, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289188265800476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.456432968378067, + 0.060583408921957016, + 0.02844807878136635, + 0.30327990651130676, + 0.041434381157159805, + 0.041293755173683167, + 0.025365302339196205, + 0.023479852825403214, + 0.01186998188495636, + 0.007812367286533117 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.11289188265800476 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_5/index_tensor([6362, 6362])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_5/index_tensor([6362, 6362])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..df78795011b0fc0f734f5512d4de6e03979dfe0c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_5/index_tensor([6362, 6362])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a nearly perfect cube of ice resting on the dark, polished surface of a black slate countertop. A single, cool, overhead light illuminates the scene, creating sharp, shimmering highlights on the ice's damp surface, reflected in the slowly forming pool of meltwater beneath. The translucent ice reveals a network of tiny internal bubbles, frozen in its crystalline structure. Suddenly, a fine crack appears, originating at the core and moving swiftly and decisively across the cube's surface in a jagged, lightning-fast path. With a silent, violent pop, internal thermal stresses reach a peak, fracturing the cube into two separate, unequal fragments. The force of the fracture abruptly separates the two pieces; they slide briefly across the smooth, damp countertop, their newly exposed, rough-textured fractured surfaces catching the light, before falling completely still and separating. The entire event unfolds with stark, dramatic clarity, creating an atmosphere of intense focus, isolating this small, yet devastating moment against the dark, minimalist backdrop.", + "seed": 31588, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_5/index_6362_seed_31588_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01835714615881443, + "vlm_logprob": -0.01835714615881443, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.01835714615881443, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023786071687936783 + ], + "opposite_logprob_tokens": [ + -3.8987860679626465 + ], + "logprob_reward": -0.023786071687936783, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023786071687936783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06029540300369263, + 0.09533733129501343, + 0.5390573740005493, + 0.03465397283434868, + 0.04581092298030853, + 0.0849996954202652, + 0.034031838178634644, + 0.04355298727750778, + 0.047365378588438034, + 0.014895016327500343 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.023786071687936783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651559051126242 + ], + "opposite_logprob_tokens": [ + -5.3796515464782715 + ], + "logprob_reward": -0.004651559051126242, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651559051126242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19577471911907196, + 0.0793461725115776, + 0.33812370896339417, + 0.0296744704246521, + 0.04886187985539436, + 0.05547921359539032, + 0.04117301106452942, + 0.09440474212169647, + 0.0543493777513504, + 0.06281271576881409 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.004651559051126242 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038112446665763855 + ], + "opposite_logprob_tokens": [ + -3.2881124019622803 + ], + "logprob_reward": -0.038112446665763855, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038112446665763855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09082837402820587, + 0.047752656042575836, + 0.4405032694339752, + 0.08324214071035385, + 0.06002410501241684, + 0.10546913743019104, + 0.03377386927604675, + 0.023612188175320625, + 0.022040514275431633, + 0.09275376051664352 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.038112446665763855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653813783079386 + ], + "opposite_logprob_tokens": [ + -5.3796539306640625 + ], + "logprob_reward": -0.004653813783079386, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653813783079386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05772894620895386, + 0.03904455900192261, + 0.3396015167236328, + 0.058993272483348846, + 0.07265501469373703, + 0.15008221566677094, + 0.09037072211503983, + 0.03306998685002327, + 0.10905798524618149, + 0.04939580708742142 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.004653813783079386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581839606165886 + ], + "opposite_logprob_tokens": [ + -3.8955817222595215 + ], + "logprob_reward": -0.020581839606165886, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581839606165886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10678615421056747, + 0.057343728840351105, + 0.13568715751171112, + 0.0844937264919281, + 0.08308140188455582, + 0.1255645900964737, + 0.09194198995828629, + 0.13170719146728516, + 0.07432951778173447, + 0.10906455665826797 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.020581839606165886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a nearly perfect cube of ice resting on the dark, polished surface of a black slate countertop. A single, cool, overhead light illuminates the scene, creating sharp, shimmering highlights on the ice's damp surface, reflected in the slowly forming pool of meltwater beneath. The translucent ice reveals a network of tiny internal bubbles, frozen in its crystalline structure. Suddenly, a fine crack appears, originating at the core and moving swiftly and decisively across the cube's surface in a jagged, lightning-fast path. With a silent, violent pop, internal thermal stresses reach a peak, fracturing the cube into two separate, unequal fragments. The force of the fracture abruptly separates the two pieces; they slide briefly across the smooth, damp countertop, their newly exposed, rough-textured fractured surfaces catching the light, before falling completely still and separating. The entire event unfolds with stark, dramatic clarity, creating an atmosphere of intense focus, isolating this small, yet devastating moment against the dark, minimalist backdrop.", + "seed": 31589, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_5/index_6362_seed_31589_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07401681351475417, + "vlm_logprob": -0.07401681351475417, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.07401681351475417, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027944907546043396 + ], + "opposite_logprob_tokens": [ + -3.777944803237915 + ], + "logprob_reward": -0.027944907546043396, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.027944907546043396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37426090240478516, + 0.1272302269935608, + 0.08116942644119263, + 0.12514235079288483, + 0.07449351996183395, + 0.08063536137342453, + 0.037798915058374405, + 0.033335596323013306, + 0.043581582605838776, + 0.022352170199155807 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.027944907546043396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005272530950605869 + ], + "opposite_logprob_tokens": [ + -5.255272388458252 + ], + "logprob_reward": -0.005272530950605869, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005272530950605869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32636958360671997, + 0.20090565085411072, + 0.08035849034786224, + 0.08816739916801453, + 0.04242311045527458, + 0.09649361670017242, + 0.05153174325823784, + 0.04991999641060829, + 0.029470864683389664, + 0.03435957804322243 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.005272530950605869 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134511709213257 + ], + "opposite_logprob_tokens": [ + -1.3134511709213257 + ], + "logprob_reward": -0.3134511709213257, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134511709213257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09936202317476273, + 0.09564542770385742, + 0.25044307112693787, + 0.15161502361297607, + 0.12535791099071503, + 0.09112801402807236, + 0.05418422445654869, + 0.02157720737159252, + 0.048745304346084595, + 0.06194177269935608 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.3134511709213257 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002832450671121478 + ], + "opposite_logprob_tokens": [ + -5.877832412719727 + ], + "logprob_reward": -0.002832450671121478, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002832450671121478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1241980567574501, + 0.06254797428846359, + 0.09719402343034744, + 0.09805548191070557, + 0.12857046723365784, + 0.19517743587493896, + 0.08269445598125458, + 0.04641914367675781, + 0.0985870361328125, + 0.066555917263031 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.002832450671121478 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583007484674454 + ], + "opposite_logprob_tokens": [ + -3.895582914352417 + ], + "logprob_reward": -0.020583007484674454, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583007484674454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14496247470378876, + 0.09540436416864395, + 0.10691898316144943, + 0.12042710930109024, + 0.06003957241773605, + 0.14479325711727142, + 0.14787280559539795, + 0.04498444125056267, + 0.06524291634559631, + 0.0693540945649147 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.020583007484674454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a nearly perfect cube of ice resting on the dark, polished surface of a black slate countertop. A single, cool, overhead light illuminates the scene, creating sharp, shimmering highlights on the ice's damp surface, reflected in the slowly forming pool of meltwater beneath. The translucent ice reveals a network of tiny internal bubbles, frozen in its crystalline structure. Suddenly, a fine crack appears, originating at the core and moving swiftly and decisively across the cube's surface in a jagged, lightning-fast path. With a silent, violent pop, internal thermal stresses reach a peak, fracturing the cube into two separate, unequal fragments. The force of the fracture abruptly separates the two pieces; they slide briefly across the smooth, damp countertop, their newly exposed, rough-textured fractured surfaces catching the light, before falling completely still and separating. The entire event unfolds with stark, dramatic clarity, creating an atmosphere of intense focus, isolating this small, yet devastating moment against the dark, minimalist backdrop.", + "seed": 31590, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_5/index_6362_seed_31590_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09880550485104322, + "vlm_logprob": -0.09880550485104322, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.09880550485104322, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05714304372668266 + ], + "opposite_logprob_tokens": [ + -2.932142972946167 + ], + "logprob_reward": -0.05714304372668266, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05714304372668266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20031403005123138, + 0.07945995032787323, + 0.01817665994167328, + 0.1662609726190567, + 0.3319702446460724, + 0.03957045450806618, + 0.046482983976602554, + 0.05873425677418709, + 0.036596644669771194, + 0.022433731704950333 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.05714304372668266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018210364505648613 + ], + "opposite_logprob_tokens": [ + -4.018210411071777 + ], + "logprob_reward": -0.018210364505648613, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018210364505648613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22629325091838837, + 0.07339589297771454, + 0.10636073350906372, + 0.05947711691260338, + 0.11306460946798325, + 0.05083669349551201, + 0.06139519065618515, + 0.07741246372461319, + 0.1257028728723526, + 0.1060611754655838 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.018210364505648613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870590925216675 + ], + "opposite_logprob_tokens": [ + -1.1370590925216675 + ], + "logprob_reward": -0.3870590925216675, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870590925216675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04909617081284523, + 0.11849822103977203, + 0.06236138567328453, + 0.161531463265419, + 0.3497298061847687, + 0.04184682294726372, + 0.06583935767412186, + 0.0511661134660244, + 0.0836818665266037, + 0.01624886877834797 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.3870590925216675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005267550237476826 + ], + "opposite_logprob_tokens": [ + -5.25526762008667 + ], + "logprob_reward": -0.005267550237476826, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005267550237476826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11762958019971848, + 0.10134722292423248, + 0.08522041887044907, + 0.0483098067343235, + 0.3370325565338135, + 0.08672405034303665, + 0.08078514039516449, + 0.04395206272602081, + 0.06940227746963501, + 0.02959693968296051 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.005267550237476826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634747326374054 + ], + "opposite_logprob_tokens": [ + -3.6513473987579346 + ], + "logprob_reward": -0.02634747326374054, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634747326374054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061973102390766144, + 0.07886304706335068, + 0.11210815608501434, + 0.2015540599822998, + 0.11281561851501465, + 0.07659132778644562, + 0.11253407597541809, + 0.04929378256201744, + 0.10705208778381348, + 0.08721470832824707 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.02634747326374054 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a nearly perfect cube of ice resting on the dark, polished surface of a black slate countertop. A single, cool, overhead light illuminates the scene, creating sharp, shimmering highlights on the ice's damp surface, reflected in the slowly forming pool of meltwater beneath. The translucent ice reveals a network of tiny internal bubbles, frozen in its crystalline structure. Suddenly, a fine crack appears, originating at the core and moving swiftly and decisively across the cube's surface in a jagged, lightning-fast path. With a silent, violent pop, internal thermal stresses reach a peak, fracturing the cube into two separate, unequal fragments. The force of the fracture abruptly separates the two pieces; they slide briefly across the smooth, damp countertop, their newly exposed, rough-textured fractured surfaces catching the light, before falling completely still and separating. The entire event unfolds with stark, dramatic clarity, creating an atmosphere of intense focus, isolating this small, yet devastating moment against the dark, minimalist backdrop.", + "seed": 31591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_5/index_6362_seed_31591_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027666462399065495, + "vlm_logprob": -0.027666462399065495, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.027666462399065495, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01720128394663334 + ], + "opposite_logprob_tokens": [ + -4.3922014236450195 + ], + "logprob_reward": -0.01720128394663334, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01720128394663334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20890629291534424, + 0.027694828808307648, + 0.01531433779746294, + 0.36041951179504395, + 0.1517605036497116, + 0.03426641598343849, + 0.04672732949256897, + 0.049695879220962524, + 0.060681652277708054, + 0.04453331604599953 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.01720128394663334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215044677257538 + ], + "opposite_logprob_tokens": [ + -4.264214992523193 + ], + "logprob_reward": -0.014215044677257538, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215044677257538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09875273704528809, + 0.021329745650291443, + 0.01709880493581295, + 0.05433015525341034, + 0.02895767241716385, + 0.6420806050300598, + 0.016150670126080513, + 0.024590153247117996, + 0.04286857321858406, + 0.05384088307619095 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.014215044677257538 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062058255076408386 + ], + "opposite_logprob_tokens": [ + -2.812058210372925 + ], + "logprob_reward": -0.062058255076408386, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062058255076408386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1746043860912323, + 0.05734221264719963, + 0.05449238792061806, + 0.18852712213993073, + 0.12815551459789276, + 0.1322137415409088, + 0.07432276010513306, + 0.07407773286104202, + 0.05976390466094017, + 0.05650021508336067 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.062058255076408386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006755608133971691 + ], + "opposite_logprob_tokens": [ + -5.006755828857422 + ], + "logprob_reward": -0.006755608133971691, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006755608133971691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15716803073883057, + 0.04881832003593445, + 0.049185506999492645, + 0.0658145472407341, + 0.14738664031028748, + 0.14423055946826935, + 0.11208322644233704, + 0.08518605679273605, + 0.10227097570896149, + 0.08785611391067505 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.006755608133971691 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a nearly perfect cube of ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice resting on a dark, polished black slate countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain static from a slightly elevated angle throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ice cube fracture into two separate, unequal fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the two fragments slide briefly across the countertop before falling completely still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810212016105652 + ], + "opposite_logprob_tokens": [ + -3.288102149963379 + ], + "logprob_reward": -0.03810212016105652, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810212016105652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15502220392227173, + 0.024192284792661667, + 0.023584511131048203, + 0.07158860564231873, + 0.11852055042982101, + 0.2696247100830078, + 0.09785373508930206, + 0.07801691442728043, + 0.10745477676391602, + 0.05414174124598503 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.03810212016105652 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_6/index_tensor([5899, 5899])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_6/index_tensor([5899, 5899])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1db345fb4488ccba50dc14f777e9f04b24ddee86 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_6/index_tensor([5899, 5899])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long drone shot, taken from high above, slowly zooms out, capturing a tranquil and poetic scene. Beneath the morning mist, the vast river's surface is as smooth as a mirror, a deep, dark green. A quaint, dark brown wooden boat, its hull etched with age, steadily and leisurely paddles from one side of the frame toward the center. A boatman, wearing a conical hat and a gray linen gown, slowly and steadily paddles his oars. Each silent stroke of the oars creates a widening V-shaped wave at the stern, stirring up a series of perfectly concentric ripples. These ripples spread outward smoothly and gracefully, gradually growing larger and shallower from a distinct ripple, ultimately fading silently into the vast river. The soft morning light penetrates the mist, casting mottled golden spots on the water, which together with the vague silhouettes of mountains in the distance form a flowing ink painting. The whole scene is filled with meditative tranquility and lonely beauty.", + "seed": 17582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_6/index_5899_seed_17582_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.38592114448547366, + "vlm_logprob": -0.38592114448547366, + "vlm_yes_no_margin": 1.4, + "vlm_token_credit": -0.38592114448547366, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5808119177818298 + ], + "opposite_logprob_tokens": [ + -0.8308119177818298 + ], + "logprob_reward": -0.5808119177818298, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5808119177818298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13327069580554962, + 0.06508558988571167, + 0.07425564527511597, + 0.09504345059394836, + 0.14534300565719604, + 0.07736824452877045, + 0.14180132746696472, + 0.06859096884727478, + 0.11226080358028412, + 0.08698024600744247 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.5808119177818298 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743009805679321 + ], + "opposite_logprob_tokens": [ + -0.47430098056793213 + ], + "logprob_reward": -0.9743009805679321, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743009805679321, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04694664105772972, + 0.036407385021448135, + 0.05479263514280319, + 0.1158955916762352, + 0.49589747190475464, + 0.17050522565841675, + 0.021502234041690826, + 0.016420941799879074, + 0.016801966354250908, + 0.024829870089888573 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.9743009805679321 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813712954521179 + ], + "opposite_logprob_tokens": [ + -1.4063713550567627 + ], + "logprob_reward": -0.2813712954521179, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813712954521179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14965905249118805, + 0.03620098531246185, + 0.07388989627361298, + 0.07383612543344498, + 0.3454473316669464, + 0.08911961317062378, + 0.07296972721815109, + 0.05783893167972565, + 0.05745233967900276, + 0.04358606040477753 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.2813712954521179 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499863997101784 + ], + "opposite_logprob_tokens": [ + -2.9299986362457275 + ], + "logprob_reward": -0.05499863997101784, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499863997101784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10038580000400543, + 0.03331504017114639, + 0.07895661145448685, + 0.09977780282497406, + 0.3501953184604645, + 0.1450261026620865, + 0.04069339483976364, + 0.04149593412876129, + 0.06345152109861374, + 0.04670234024524689 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.05499863997101784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038122888654470444 + ], + "opposite_logprob_tokens": [ + -3.2881228923797607 + ], + "logprob_reward": -0.038122888654470444, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038122888654470444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06442345678806305, + 0.031399648636579514, + 0.029114926233887672, + 0.08868565410375595, + 0.1706274002790451, + 0.06873506307601929, + 0.1679542511701584, + 0.21132968366146088, + 0.10524339973926544, + 0.06248648837208748 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.038122888654470444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long drone shot, taken from high above, slowly zooms out, capturing a tranquil and poetic scene. Beneath the morning mist, the vast river's surface is as smooth as a mirror, a deep, dark green. A quaint, dark brown wooden boat, its hull etched with age, steadily and leisurely paddles from one side of the frame toward the center. A boatman, wearing a conical hat and a gray linen gown, slowly and steadily paddles his oars. Each silent stroke of the oars creates a widening V-shaped wave at the stern, stirring up a series of perfectly concentric ripples. These ripples spread outward smoothly and gracefully, gradually growing larger and shallower from a distinct ripple, ultimately fading silently into the vast river. The soft morning light penetrates the mist, casting mottled golden spots on the water, which together with the vague silhouettes of mountains in the distance form a flowing ink painting. The whole scene is filled with meditative tranquility and lonely beauty.", + "seed": 17583, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_6/index_5899_seed_17583_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22291838899254798, + "vlm_logprob": -0.22291838899254798, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.22291838899254798, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4964941740036011 + ], + "opposite_logprob_tokens": [ + -0.9964941740036011 + ], + "logprob_reward": -0.4964941740036011, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4964941740036011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2713576853275299, + 0.05447268486022949, + 0.10526789724826813, + 0.08744870871305466, + 0.11758145689964294, + 0.04882976785302162, + 0.13439913094043732, + 0.03186884894967079, + 0.07641059905290604, + 0.0723632350564003 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.4964941740036011 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761582255363464 + ], + "opposite_logprob_tokens": [ + -0.8261582255363464 + ], + "logprob_reward": -0.5761582255363464, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761582255363464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08716481178998947, + 0.04336829483509064, + 0.054134491831064224, + 0.07421042770147324, + 0.07996680587530136, + 0.08535494655370712, + 0.12060732394456863, + 0.18068525195121765, + 0.13441292941570282, + 0.14009469747543335 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.5761582255363464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789789095520973 + ], + "opposite_logprob_tokens": [ + -4.634789943695068 + ], + "logprob_reward": -0.009789789095520973, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789789095520973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1701553463935852, + 0.06462202221155167, + 0.06015317142009735, + 0.09252451360225677, + 0.16073033213615417, + 0.07316578924655914, + 0.03884970396757126, + 0.13299913704395294, + 0.08998918533325195, + 0.11681084334850311 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.009789789095520973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608091965317726 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.01608091965317726, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608091965317726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2109016627073288, + 0.04700322821736336, + 0.057045627385377884, + 0.09374729543924332, + 0.1478230506181717, + 0.06829064339399338, + 0.044274765998125076, + 0.10676243156194687, + 0.04288822039961815, + 0.1812630146741867 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.01608091965317726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160688366740942 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160688366740942, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160688366740942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29451560974121094, + 0.06927695125341415, + 0.04822293668985367, + 0.09481754153966904, + 0.09804175794124603, + 0.05734378099441528, + 0.05368008837103844, + 0.09259083122015, + 0.06857644766569138, + 0.12293407320976257 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0160688366740942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long drone shot, taken from high above, slowly zooms out, capturing a tranquil and poetic scene. Beneath the morning mist, the vast river's surface is as smooth as a mirror, a deep, dark green. A quaint, dark brown wooden boat, its hull etched with age, steadily and leisurely paddles from one side of the frame toward the center. A boatman, wearing a conical hat and a gray linen gown, slowly and steadily paddles his oars. Each silent stroke of the oars creates a widening V-shaped wave at the stern, stirring up a series of perfectly concentric ripples. These ripples spread outward smoothly and gracefully, gradually growing larger and shallower from a distinct ripple, ultimately fading silently into the vast river. The soft morning light penetrates the mist, casting mottled golden spots on the water, which together with the vague silhouettes of mountains in the distance form a flowing ink painting. The whole scene is filled with meditative tranquility and lonely beauty.", + "seed": 17584, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_6/index_5899_seed_17584_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2636288210749626, + "vlm_logprob": -0.2636288210749626, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.2636288210749626, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06870730221271515 + ], + "opposite_logprob_tokens": [ + -2.943707227706909 + ], + "logprob_reward": -0.06870730221271515, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06870730221271515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7013059258460999, + 0.02932428941130638, + 0.022457053884863853, + 0.05799512565135956, + 0.02779875509440899, + 0.06110680475831032, + 0.03244753181934357, + 0.022005872800946236, + 0.026848116889595985, + 0.018710490316152573 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.06870730221271515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236108779907227 + ], + "opposite_logprob_tokens": [ + -0.34861090779304504 + ], + "logprob_reward": -1.2236108779907227, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236108779907227, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1737242341041565, + 0.06321325153112411, + 0.04679735004901886, + 0.13436591625213623, + 0.10951928794384003, + 0.0984523817896843, + 0.07422100752592087, + 0.034496065229177475, + 0.14452362060546875, + 0.12068694084882736 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -1.2236108779907227 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464111752808094 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.00464111752808094, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464111752808094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40461358428001404, + 0.12705346941947937, + 0.06841395795345306, + 0.07648571580648422, + 0.10176195204257965, + 0.04325345531105995, + 0.03183773532509804, + 0.04794839769601822, + 0.04300573468208313, + 0.05562600493431091 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.00464111752808094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547949329018593 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547949329018593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547949329018593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5485934019088745, + 0.08794321864843369, + 0.07043078541755676, + 0.030211545526981354, + 0.04296618327498436, + 0.031903911381959915, + 0.04026376083493233, + 0.04686877503991127, + 0.06419713795185089, + 0.036621253937482834 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012547949329018593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636858314275742 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636858314275742, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636858314275742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28802698850631714, + 0.08814571052789688, + 0.1383451372385025, + 0.15380153059959412, + 0.09592976421117783, + 0.051714587956666946, + 0.048977553844451904, + 0.0634855404496193, + 0.02390245534479618, + 0.04767073690891266 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.008636858314275742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long drone shot, taken from high above, slowly zooms out, capturing a tranquil and poetic scene. Beneath the morning mist, the vast river's surface is as smooth as a mirror, a deep, dark green. A quaint, dark brown wooden boat, its hull etched with age, steadily and leisurely paddles from one side of the frame toward the center. A boatman, wearing a conical hat and a gray linen gown, slowly and steadily paddles his oars. Each silent stroke of the oars creates a widening V-shaped wave at the stern, stirring up a series of perfectly concentric ripples. These ripples spread outward smoothly and gracefully, gradually growing larger and shallower from a distinct ripple, ultimately fading silently into the vast river. The soft morning light penetrates the mist, casting mottled golden spots on the water, which together with the vague silhouettes of mountains in the distance form a flowing ink painting. The whole scene is filled with meditative tranquility and lonely beauty.", + "seed": 17585, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_6/index_5899_seed_17585_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24493173826485873, + "vlm_logprob": -0.24493173826485873, + "vlm_yes_no_margin": 2.7250000119209288, + "vlm_token_credit": -0.24493173826485873, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3584684729576111 + ], + "opposite_logprob_tokens": [ + -1.2334685325622559 + ], + "logprob_reward": -0.3584684729576111, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3584684729576111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5179017186164856, + 0.11559134721755981, + 0.06727404147386551, + 0.027724921703338623, + 0.05169939622282982, + 0.029294470325112343, + 0.026852237060666084, + 0.014654126018285751, + 0.11121134459972382, + 0.037796374410390854 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.3584684729576111 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261325359344482 + ], + "opposite_logprob_tokens": [ + -0.5761325359344482 + ], + "logprob_reward": -0.8261325359344482, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261325359344482, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3250804543495178, + 0.19920089840888977, + 0.06149334833025932, + 0.06392872333526611, + 0.13551285862922668, + 0.04064719006419182, + 0.02214753068983555, + 0.029042769223451614, + 0.0535019226372242, + 0.06944433599710464 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.8261325359344482 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097876638174057 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.0097876638174057, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097876638174057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2531518042087555, + 0.3766813278198242, + 0.020482711493968964, + 0.03661751002073288, + 0.02272101677954197, + 0.021191976964473724, + 0.015028061345219612, + 0.01147181261330843, + 0.2022862434387207, + 0.04036756232380867 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0097876638174057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203527010977268 + ], + "opposite_logprob_tokens": [ + -4.2642035484313965 + ], + "logprob_reward": -0.014203527010977268, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203527010977268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24360401928424835, + 0.34804514050483704, + 0.022668471559882164, + 0.0344785675406456, + 0.06669346243143082, + 0.015471170656383038, + 0.019220827147364616, + 0.01742149516940117, + 0.18507537245750427, + 0.04732143133878708 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.014203527010977268 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a high angle looking down on the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out during the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a dark brown wooden boat with an aged hull visible paddling from one side of the frame toward the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the boatman wearing a conical hat and a gray linen gown while paddling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the oar strokes create widening V-shaped waves and concentric ripples that spread outward on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606649160385132 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.01606649160385132, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606649160385132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29247814416885376, + 0.1549557000398636, + 0.04211978241801262, + 0.052466511726379395, + 0.1956683248281479, + 0.08955873548984528, + 0.037017837166786194, + 0.04434988275170326, + 0.04639280587434769, + 0.04499223455786705 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.01606649160385132 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_7/index_tensor([1640, 1640])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_7/index_tensor([1640, 1640])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..81978fd12787e332716c1635e2e03e0f30c7ffd1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_7/index_tensor([1640, 1640])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot, positioned just above the ground, captures a soccer player striding across a lush green field under the bright midday sun. The camera then executes a rapid, powerful zoom, darting forward to frame an extreme close-up focused entirely on their feet and the ball. The player's muscular legs, clad in royal blue athletic shorts and matching knee-high socks, power across the field. Their feet, a blur of movement within the intricately designed, laceless studs gleaming in white material, execute a dazzling display of complex footwork. The classic black-and-white paneled ball appears tethered to their feet, being relentlessly yet deftly nudged, tapped, and rolled with lightning-fast precision. Each explosive stride and sharp change of direction drives the ball into the pristine turf, sending visible dark soil and blades of vibrant green grass blasting into the air, suspended for a moment in the sunlight. High-contrast lighting casts sharp, rapidly moving shadows across the neatly manicured grass, creating a dynamic and high-energy atmosphere imbued with intense focus and raw kinetic energy.", + "seed": 921, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_7/index_1640_seed_921_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08789670867845416, + "vlm_logprob": -0.08789670867845416, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.08789670867845416, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05321083217859268 + ], + "opposite_logprob_tokens": [ + -3.053210735321045 + ], + "logprob_reward": -0.05321083217859268, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05321083217859268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20654352009296417, + 0.04096406698226929, + 0.24807369709014893, + 0.05036920681595802, + 0.038639165461063385, + 0.034839607775211334, + 0.23127467930316925, + 0.05825881287455559, + 0.03496064618229866, + 0.05607662722468376 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.05321083217859268 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303329944610596 + ], + "opposite_logprob_tokens": [ + -3.773303270339966 + ], + "logprob_reward": -0.023303329944610596, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303329944610596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20032596588134766, + 0.18882215023040771, + 0.04933863505721092, + 0.04666678607463837, + 0.041472844779491425, + 0.08622360974550247, + 0.05601174384355545, + 0.03148426115512848, + 0.09145281463861465, + 0.20820119976997375 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.023303329944610596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799066811800003 + ], + "opposite_logprob_tokens": [ + -1.8049067258834839 + ], + "logprob_reward": -0.1799066811800003, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799066811800003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06359808892011642, + 0.07100947201251984, + 0.06561152637004852, + 0.13477414846420288, + 0.15296262502670288, + 0.13461777567863464, + 0.08277397602796555, + 0.0180387943983078, + 0.23052047193050385, + 0.04609312117099762 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.1799066811800003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196252044290304 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.003196252044290304, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196252044290304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07930228859186172, + 0.05836877226829529, + 0.10964658111333847, + 0.2399691641330719, + 0.0886797234416008, + 0.12737366557121277, + 0.15584999322891235, + 0.04266729578375816, + 0.03530879691243172, + 0.0628337413072586 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.003196252044290304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986644804477692 + ], + "opposite_logprob_tokens": [ + -1.8048664331436157 + ], + "logprob_reward": -0.17986644804477692, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986644804477692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09171922504901886, + 0.08406565338373184, + 0.04988057166337967, + 0.33311590552330017, + 0.062103111296892166, + 0.04905863106250763, + 0.21450193226337433, + 0.028940873220562935, + 0.033118393272161484, + 0.05349564924836159 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.17986644804477692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, positioned just above the ground, captures a soccer player striding across a lush green field under the bright midday sun. The camera then executes a rapid, powerful zoom, darting forward to frame an extreme close-up focused entirely on their feet and the ball. The player's muscular legs, clad in royal blue athletic shorts and matching knee-high socks, power across the field. Their feet, a blur of movement within the intricately designed, laceless studs gleaming in white material, execute a dazzling display of complex footwork. The classic black-and-white paneled ball appears tethered to their feet, being relentlessly yet deftly nudged, tapped, and rolled with lightning-fast precision. Each explosive stride and sharp change of direction drives the ball into the pristine turf, sending visible dark soil and blades of vibrant green grass blasting into the air, suspended for a moment in the sunlight. High-contrast lighting casts sharp, rapidly moving shadows across the neatly manicured grass, creating a dynamic and high-energy atmosphere imbued with intense focus and raw kinetic energy.", + "seed": 922, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_7/index_1640_seed_922_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.059309333958663044, + "vlm_logprob": -0.059309333958663044, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.059309333958663044, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01667642965912819 + ], + "opposite_logprob_tokens": [ + -4.266676425933838 + ], + "logprob_reward": -0.01667642965912819, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01667642965912819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12115959078073502, + 0.05649533122777939, + 0.10345909744501114, + 0.09666511416435242, + 0.0750313252210617, + 0.21800418198108673, + 0.12958574295043945, + 0.061315104365348816, + 0.09484633058309555, + 0.043438151478767395 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.01667642965912819 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497167259454727 + ], + "opposite_logprob_tokens": [ + -2.929971694946289 + ], + "logprob_reward": -0.05497167259454727, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497167259454727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20780359208583832, + 0.1720079928636551, + 0.08370401710271835, + 0.03713743016123772, + 0.07007935643196106, + 0.1047295331954956, + 0.07244903594255447, + 0.09051069617271423, + 0.03272973373532295, + 0.12884867191314697 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.05497167259454727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799088716506958 + ], + "opposite_logprob_tokens": [ + -1.8049088716506958 + ], + "logprob_reward": -0.1799088716506958, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799088716506958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13414250314235687, + 0.13835904002189636, + 0.1761167049407959, + 0.06336329132318497, + 0.0530378632247448, + 0.06625648587942123, + 0.08307865262031555, + 0.11657439172267914, + 0.0917009711265564, + 0.07737008482217789 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.1799088716506958 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00194193993229419 + ], + "opposite_logprob_tokens": [ + -6.251942157745361 + ], + "logprob_reward": -0.00194193993229419, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00194193993229419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048952728509902954, + 0.056529462337493896, + 0.06459450721740723, + 0.16437146067619324, + 0.0733838602900505, + 0.07899641245603561, + 0.07144401967525482, + 0.2814401090145111, + 0.08778449892997742, + 0.07250290364027023 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.00194193993229419 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304775595664978 + ], + "opposite_logprob_tokens": [ + -3.1680476665496826 + ], + "logprob_reward": -0.04304775595664978, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304775595664978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08637753129005432, + 0.0601365752518177, + 0.08082754164934158, + 0.08193571865558624, + 0.059469033032655716, + 0.10137099772691727, + 0.12809088826179504, + 0.17298831045627594, + 0.17118436098098755, + 0.057619109749794006 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.04304775595664978 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, positioned just above the ground, captures a soccer player striding across a lush green field under the bright midday sun. The camera then executes a rapid, powerful zoom, darting forward to frame an extreme close-up focused entirely on their feet and the ball. The player's muscular legs, clad in royal blue athletic shorts and matching knee-high socks, power across the field. Their feet, a blur of movement within the intricately designed, laceless studs gleaming in white material, execute a dazzling display of complex footwork. The classic black-and-white paneled ball appears tethered to their feet, being relentlessly yet deftly nudged, tapped, and rolled with lightning-fast precision. Each explosive stride and sharp change of direction drives the ball into the pristine turf, sending visible dark soil and blades of vibrant green grass blasting into the air, suspended for a moment in the sunlight. High-contrast lighting casts sharp, rapidly moving shadows across the neatly manicured grass, creating a dynamic and high-energy atmosphere imbued with intense focus and raw kinetic energy.", + "seed": 923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_7/index_1640_seed_923_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08528099469840526, + "vlm_logprob": -0.08528099469840526, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.08528099469840526, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021014653146266937 + ], + "opposite_logprob_tokens": [ + -4.02101469039917 + ], + "logprob_reward": -0.021014653146266937, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.021014653146266937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24054932594299316, + 0.09774728119373322, + 0.04337693378329277, + 0.16824163496494293, + 0.07074105739593506, + 0.09981879591941833, + 0.06097504124045372, + 0.0625249519944191, + 0.10098481178283691, + 0.05504012852907181 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.021014653146266937 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358850300312042 + ], + "opposite_logprob_tokens": [ + -3.6513588428497314 + ], + "logprob_reward": -0.026358850300312042, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358850300312042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3652688264846802, + 0.1452551633119583, + 0.06528421491384506, + 0.027676967903971672, + 0.08375286310911179, + 0.059239018708467484, + 0.09043485671281815, + 0.06077682226896286, + 0.0623248927295208, + 0.039986252784729004 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.026358850300312042 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135615587234497 + ], + "opposite_logprob_tokens": [ + -1.4063560962677002 + ], + "logprob_reward": -0.28135615587234497, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135615587234497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4232674837112427, + 0.04972999542951584, + 0.10213735699653625, + 0.04176678881049156, + 0.05756354331970215, + 0.06360963732004166, + 0.05439242348074913, + 0.07866305112838745, + 0.07801714539527893, + 0.05085260421037674 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.28135615587234497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647849783301353 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647849783301353, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647849783301353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15208303928375244, + 0.04835259169340134, + 0.05026756599545479, + 0.042426951229572296, + 0.021617218852043152, + 0.05904814600944519, + 0.23627853393554688, + 0.22297775745391846, + 0.05094974860548973, + 0.11599838733673096 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.008647849783301353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902746438980103 + ], + "opposite_logprob_tokens": [ + -2.4640274047851562 + ], + "logprob_reward": -0.08902746438980103, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902746438980103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.266741007566452, + 0.13291601836681366, + 0.04509170725941658, + 0.050885993987321854, + 0.047810815274715424, + 0.08537853509187698, + 0.19266490638256073, + 0.03788819909095764, + 0.10302130877971649, + 0.03760150074958801 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.08902746438980103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot, positioned just above the ground, captures a soccer player striding across a lush green field under the bright midday sun. The camera then executes a rapid, powerful zoom, darting forward to frame an extreme close-up focused entirely on their feet and the ball. The player's muscular legs, clad in royal blue athletic shorts and matching knee-high socks, power across the field. Their feet, a blur of movement within the intricately designed, laceless studs gleaming in white material, execute a dazzling display of complex footwork. The classic black-and-white paneled ball appears tethered to their feet, being relentlessly yet deftly nudged, tapped, and rolled with lightning-fast precision. Each explosive stride and sharp change of direction drives the ball into the pristine turf, sending visible dark soil and blades of vibrant green grass blasting into the air, suspended for a moment in the sunlight. High-contrast lighting casts sharp, rapidly moving shadows across the neatly manicured grass, creating a dynamic and high-energy atmosphere imbued with intense focus and raw kinetic energy.", + "seed": 924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_7/index_1640_seed_924_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025076885242015123, + "vlm_logprob": -0.025076885242015123, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.025076885242015123, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031159203499555588 + ], + "opposite_logprob_tokens": [ + -6.128116130828857 + ], + "logprob_reward": -0.0031159203499555588, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0031159203499555588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2157006859779358, + 0.09731647372245789, + 0.08940505236387253, + 0.08431416004896164, + 0.07067784667015076, + 0.06915869563817978, + 0.15975235402584076, + 0.06938572227954865, + 0.051632482558488846, + 0.09265650063753128 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0031159203499555588 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818847469985485 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.01818847469985485, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818847469985485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25589093565940857, + 0.06152288243174553, + 0.06856731325387955, + 0.0725233405828476, + 0.11018801480531693, + 0.08042071759700775, + 0.1132267639040947, + 0.07150528579950333, + 0.11917319893836975, + 0.04698152095079422 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.01818847469985485 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890488401055336 + ], + "opposite_logprob_tokens": [ + -2.4640488624572754 + ], + "logprob_reward": -0.0890488401055336, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890488401055336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1099061444401741, + 0.1146654561161995, + 0.05025368928909302, + 0.10679672658443451, + 0.22218292951583862, + 0.05003868043422699, + 0.13182610273361206, + 0.13142064213752747, + 0.03567461669445038, + 0.04723497852683067 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.0890488401055336 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18961168825626373, + 0.06703666597604752, + 0.04749475419521332, + 0.11676009744405746, + 0.1385335475206375, + 0.16024811565876007, + 0.17104767262935638, + 0.045936886221170425, + 0.02287142723798752, + 0.040459226816892624 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.005254269111901522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a lush green field under bright midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing royal blue athletic shorts and matching knee-high socks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the player's feet wearing white laceless studs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show a classic black-and-white paneled ball being nudged, tapped, and rolled?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then execute a rapid zoom to an extreme close-up of the feet and ball?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776921942830086 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.009776921942830086, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776921942830086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11296721547842026, + 0.06828030943870544, + 0.07670386135578156, + 0.1800576150417328, + 0.08184356242418289, + 0.11241122335195541, + 0.22714675962924957, + 0.07584895193576813, + 0.03340767323970795, + 0.031332828104496 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.009776921942830086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_8/index_tensor([7373, 7373])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_8/index_tensor([7373, 7373])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b37227fc7ce537e1fe6fc9b413679497b2ef71fb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_8/index_tensor([7373, 7373])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, tautly focused close-up shot, beautifully captured at a high shutter speed, focuses on a blond soldier at the peak of his fury. His short, flaming blond hair trembles slightly in the chaotic air currents, his face contorted with utter fury, his eyes wide, and veins bulging in his forehead and neck from exertion. He wears a dark green, scuffed tactical vest over a tight-fitting black combat uniform, clearly outlining the muscular mass of his arms, shoulders, and chest bulging with exertion. Against a dim, rubble-strewn backdrop of battlefield ruins, he leans forward, his legs firmly planted in a lunge. A dazzling, translucent, bluish-white crescent-shaped wave of energy erupts from between his thrusting palms. This wave itself becomes the primary source of light in the scene, casting sharp highlights and deep shadows across his enraged face. Under the extremely clear lens, every bead of sweat splashing from his forehead and the tiny stones shaken up by the energy shock wave were perfectly solidified in the air, presenting a crystal-clear still state. The whole picture was full of explosive power and a tense atmosphere of life and death.", + "seed": 11018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_8/index_7373_seed_11018_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027444802410900592, + "vlm_logprob": -0.027444802410900592, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.027444802410900592, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07947037369012833 + ], + "opposite_logprob_tokens": [ + -2.57947039604187 + ], + "logprob_reward": -0.07947037369012833, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07947037369012833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1581622064113617, + 0.0871310606598854, + 0.045019060373306274, + 0.03945060819387436, + 0.03615477308630943, + 0.031990762799978256, + 0.03372242674231529, + 0.03262076526880264, + 0.1909625381231308, + 0.34478580951690674 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.07947037369012833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300418630242348 + ], + "opposite_logprob_tokens": [ + -3.7733004093170166 + ], + "logprob_reward": -0.023300418630242348, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300418630242348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22250975668430328, + 0.14883771538734436, + 0.035996340215206146, + 0.030411770567297935, + 0.06888289749622345, + 0.02380261942744255, + 0.04165371507406235, + 0.13460537791252136, + 0.09050537645816803, + 0.20279447734355927 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.023300418630242348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640640415251255 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640640415251255, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640640415251255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056169696152210236, + 0.03070397488772869, + 0.03598169982433319, + 0.17852827906608582, + 0.07605785876512527, + 0.03626006096601486, + 0.4808599054813385, + 0.03167703002691269, + 0.03833368420600891, + 0.03542784973978996 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.008640640415251255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188007175922394 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018188007175922394, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188007175922394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2033935785293579, + 0.14648158848285675, + 0.04107328876852989, + 0.1838257908821106, + 0.1392611861228943, + 0.051225073635578156, + 0.03861294314265251, + 0.037688370794057846, + 0.09917905181646347, + 0.05925915017724037 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.018188007175922394 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624572142958641 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624572142958641, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624572142958641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15963773429393768, + 0.09319224208593369, + 0.03148217499256134, + 0.06430352479219437, + 0.03828049451112747, + 0.04790050536394119, + 0.26451659202575684, + 0.03824629634618759, + 0.165277361869812, + 0.0971631109714508 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.007624572142958641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, tautly focused close-up shot, beautifully captured at a high shutter speed, focuses on a blond soldier at the peak of his fury. His short, flaming blond hair trembles slightly in the chaotic air currents, his face contorted with utter fury, his eyes wide, and veins bulging in his forehead and neck from exertion. He wears a dark green, scuffed tactical vest over a tight-fitting black combat uniform, clearly outlining the muscular mass of his arms, shoulders, and chest bulging with exertion. Against a dim, rubble-strewn backdrop of battlefield ruins, he leans forward, his legs firmly planted in a lunge. A dazzling, translucent, bluish-white crescent-shaped wave of energy erupts from between his thrusting palms. This wave itself becomes the primary source of light in the scene, casting sharp highlights and deep shadows across his enraged face. Under the extremely clear lens, every bead of sweat splashing from his forehead and the tiny stones shaken up by the energy shock wave were perfectly solidified in the air, presenting a crystal-clear still state. The whole picture was full of explosive power and a tense atmosphere of life and death.", + "seed": 11019, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_8/index_7373_seed_11019_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02066194561775774, + "vlm_logprob": -0.02066194561775774, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.02066194561775774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07035831362009048 + ], + "opposite_logprob_tokens": [ + -2.6953582763671875 + ], + "logprob_reward": -0.07035831362009048, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07035831362009048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18222977221012115, + 0.0702405720949173, + 0.07124387472867966, + 0.06305183470249176, + 0.0719667375087738, + 0.051380056887865067, + 0.2446632832288742, + 0.12334995716810226, + 0.027264758944511414, + 0.09460915625095367 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.07035831362009048 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080047115683556 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080047115683556, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080047115683556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13960355520248413, + 0.10173659771680832, + 0.058886297047138214, + 0.21355029940605164, + 0.03818327561020851, + 0.04768278822302818, + 0.10679413378238678, + 0.07285555452108383, + 0.03561657294631004, + 0.18509092926979065 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.011080047115683556 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017115719383582473 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.0017115719383582473, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017115719383582473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4721291661262512, + 0.0343293733894825, + 0.04750330373644829, + 0.07425916939973831, + 0.03523651510477066, + 0.027025356888771057, + 0.06924976408481598, + 0.037172574549913406, + 0.018778573721647263, + 0.1843162178993225 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0017115719383582473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537707574665546 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537707574665546, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537707574665546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1446230560541153, + 0.0509733185172081, + 0.13392935693264008, + 0.2892085313796997, + 0.07386216521263123, + 0.06897712498903275, + 0.03645223006606102, + 0.026758568361401558, + 0.012885321862995625, + 0.16233031451702118 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.012537707574665546 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622087839990854 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622087839990854, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622087839990854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12809784710407257, + 0.035644788295030594, + 0.056144438683986664, + 0.16312772035598755, + 0.16245335340499878, + 0.06641833484172821, + 0.11733352392911911, + 0.05184511840343475, + 0.03076007589697838, + 0.18817470967769623 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.007622087839990854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, tautly focused close-up shot, beautifully captured at a high shutter speed, focuses on a blond soldier at the peak of his fury. His short, flaming blond hair trembles slightly in the chaotic air currents, his face contorted with utter fury, his eyes wide, and veins bulging in his forehead and neck from exertion. He wears a dark green, scuffed tactical vest over a tight-fitting black combat uniform, clearly outlining the muscular mass of his arms, shoulders, and chest bulging with exertion. Against a dim, rubble-strewn backdrop of battlefield ruins, he leans forward, his legs firmly planted in a lunge. A dazzling, translucent, bluish-white crescent-shaped wave of energy erupts from between his thrusting palms. This wave itself becomes the primary source of light in the scene, casting sharp highlights and deep shadows across his enraged face. Under the extremely clear lens, every bead of sweat splashing from his forehead and the tiny stones shaken up by the energy shock wave were perfectly solidified in the air, presenting a crystal-clear still state. The whole picture was full of explosive power and a tense atmosphere of life and death.", + "seed": 11020, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_8/index_7373_seed_11020_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.055855209659785035, + "vlm_logprob": -0.055855209659785035, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.055855209659785035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2260240763425827 + ], + "opposite_logprob_tokens": [ + -1.6010240316390991 + ], + "logprob_reward": -0.2260240763425827, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2260240763425827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3272635340690613, + 0.1791810244321823, + 0.06988318264484406, + 0.07638650387525558, + 0.019705023616552353, + 0.19054479897022247, + 0.03301496431231499, + 0.033102575689554214, + 0.044904328882694244, + 0.026014016941189766 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.2260240763425827 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077635809779167 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077635809779167, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077635809779167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20041345059871674, + 0.05575102940201759, + 0.13890425860881805, + 0.054721686989068985, + 0.0244585108011961, + 0.3085409998893738, + 0.08097449690103531, + 0.07678437232971191, + 0.0175354965031147, + 0.04191562905907631 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.016077635809779167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288074880838394 + ], + "opposite_logprob_tokens": [ + -3.7732880115509033 + ], + "logprob_reward": -0.023288074880838394, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288074880838394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5776934623718262, + 0.06250558793544769, + 0.029953589662909508, + 0.019523391500115395, + 0.07793565839529037, + 0.1057967096567154, + 0.019282102584838867, + 0.04591640830039978, + 0.02246212027966976, + 0.038930971175432205 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.023288074880838394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638158440589905 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638158440589905, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638158440589905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36426499485969543, + 0.14775115251541138, + 0.04334826394915581, + 0.08977688103914261, + 0.16471390426158905, + 0.027303919196128845, + 0.042059604078531265, + 0.04063728451728821, + 0.03270972892642021, + 0.04743427783250809 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.008638158440589905 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248102825134993 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005248102825134993, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248102825134993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41566503047943115, + 0.03743251413106918, + 0.05220527574419975, + 0.03446677699685097, + 0.05786282569169998, + 0.11687128990888596, + 0.08409082144498825, + 0.06366034597158432, + 0.11176442354917526, + 0.025980673730373383 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.005248102825134993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, tautly focused close-up shot, beautifully captured at a high shutter speed, focuses on a blond soldier at the peak of his fury. His short, flaming blond hair trembles slightly in the chaotic air currents, his face contorted with utter fury, his eyes wide, and veins bulging in his forehead and neck from exertion. He wears a dark green, scuffed tactical vest over a tight-fitting black combat uniform, clearly outlining the muscular mass of his arms, shoulders, and chest bulging with exertion. Against a dim, rubble-strewn backdrop of battlefield ruins, he leans forward, his legs firmly planted in a lunge. A dazzling, translucent, bluish-white crescent-shaped wave of energy erupts from between his thrusting palms. This wave itself becomes the primary source of light in the scene, casting sharp highlights and deep shadows across his enraged face. Under the extremely clear lens, every bead of sweat splashing from his forehead and the tiny stones shaken up by the energy shock wave were perfectly solidified in the air, presenting a crystal-clear still state. The whole picture was full of explosive power and a tense atmosphere of life and death.", + "seed": 11021, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_8/index_7373_seed_11021_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07133377427235246, + "vlm_logprob": -0.07133377427235246, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.07133377427235246, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31405916810035706 + ], + "opposite_logprob_tokens": [ + -1.3140591382980347 + ], + "logprob_reward": -0.31405916810035706, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31405916810035706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11052621901035309, + 0.10278540849685669, + 0.151190385222435, + 0.4268893599510193, + 0.08312436938285828, + 0.027441764250397682, + 0.016761133447289467, + 0.0132188955321908, + 0.019086740911006927, + 0.04897567629814148 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.31405916810035706 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085142269730568 + ], + "opposite_logprob_tokens": [ + -4.141085147857666 + ], + "logprob_reward": -0.016085142269730568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085142269730568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07654862850904465, + 0.1839691549539566, + 0.029922183603048325, + 0.13954736292362213, + 0.3441103994846344, + 0.03387724608182907, + 0.016871659085154533, + 0.029936544597148895, + 0.08963671326637268, + 0.05558009818196297 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.016085142269730568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002822346519678831 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.002822346519678831, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002822346519678831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0594591461122036, + 0.04435206577181816, + 0.35279589891433716, + 0.09644316136837006, + 0.2761916518211365, + 0.05710072070360184, + 0.021973874419927597, + 0.0330861397087574, + 0.029479578137397766, + 0.029117753729224205 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.002822346519678831 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076814383268356 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.016076814383268356, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076814383268356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08151363581418991, + 0.04929165169596672, + 0.29257458448410034, + 0.08998601138591766, + 0.2947114109992981, + 0.03038056008517742, + 0.017239313572645187, + 0.01812191866338253, + 0.03134182095527649, + 0.09483907371759415 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.016076814383268356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond soldier with short, flaming blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soldier wearing a dark green, scuffed tactical vest over a black combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bluish-white crescent-shaped wave of energy erupting from the soldier's palms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dim, rubble-strewn battlefield with visible beads of sweat and tiny stones frozen in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up where the soldier's face is contorted with fury, showing wide eyes and bulging veins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625400088727474 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.007625400088727474, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625400088727474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17429119348526, + 0.09682021290063858, + 0.1157517358660698, + 0.1508076936006546, + 0.24584615230560303, + 0.07282482832670212, + 0.0159046221524477, + 0.029079794883728027, + 0.053903087973594666, + 0.04477066174149513 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.007625400088727474 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_9/index_tensor([554, 554])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_9/index_tensor([554, 554])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c5c546c7c538223662780f90208b5f09eff3508b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_9/index_tensor([554, 554])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot from an extremely low angle, draws the viewer's gaze squarely to the weathered face of an elderly woman. A soft, golden beam of afternoon sunlight slants in from the side of the frame, meticulously sculpting every wrinkle in her features. Deep crow's feet and nasolabial folds resemble a dry riverbed, and faint age spots dot her skin. A few strands of her thinning silver-white hair, ruffled by the breeze, lay plastered to her temple. Her cloudy, yet luminous eyes gaze upward, their rims reddened, her lips pursed, her chin trembling imperceptibly with suppressed emotion. In this silence, a full, glistening tear slowly escapes from the corner of her right eye. It lingers briefly for half a second before steadily and leisurely sliding down a deep wrinkle on her cheek, like a river flowing in a predetermined path. The tear reflects the warm sunlight as it glides, leaving a wet, glistening trail before disappearing from the camera's field of view. The entire picture is dominated by warm gold and deep shadows under the strong contrast of light and shadow, creating a quiet, deep and melancholy atmosphere full of the sense of time. The background is completely blurred into a blurred warm light spot.", + "seed": 16068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_9/index_554_seed_16068_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19766102246940137, + "vlm_logprob": -0.19766102246940137, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.19766102246940137, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012284922413527966 + ], + "opposite_logprob_tokens": [ + -5.387284755706787 + ], + "logprob_reward": -0.012284922413527966, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.012284922413527966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08082675188779831, + 0.14477728307247162, + 0.04418196156620979, + 0.09308615326881409, + 0.021710176020860672, + 0.04922138899564743, + 0.33940792083740234, + 0.1451198011636734, + 0.059428635984659195, + 0.02223992720246315 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.012284922413527966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234130024909973 + ], + "opposite_logprob_tokens": [ + -0.8984130024909973 + ], + "logprob_reward": -0.5234130024909973, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234130024909973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08589585870504379, + 0.12142694741487503, + 0.05031310394406319, + 0.08079715818166733, + 0.02132209576666355, + 0.0462779775261879, + 0.1196669191122055, + 0.36023882031440735, + 0.03400459513068199, + 0.08005651086568832 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.5234130024909973 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109513733536005 + ], + "opposite_logprob_tokens": [ + -4.51109504699707 + ], + "logprob_reward": -0.01109513733536005, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109513733536005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22403979301452637, + 0.14306533336639404, + 0.027308784425258636, + 0.1389264464378357, + 0.07084639370441437, + 0.09922866523265839, + 0.16299153864383698, + 0.0860803872346878, + 0.022275853902101517, + 0.025236843153834343 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.01109513733536005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42897292971611023 + ], + "opposite_logprob_tokens": [ + -1.0539729595184326 + ], + "logprob_reward": -0.42897292971611023, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42897292971611023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09476280957460403, + 0.09293653070926666, + 0.0409829206764698, + 0.07853798568248749, + 0.05036332085728645, + 0.055577781051397324, + 0.2683086693286896, + 0.2630799114704132, + 0.014156731776893139, + 0.041293371468782425 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.42897292971611023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539120391011238 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012539120391011238, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539120391011238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10972694307565689, + 0.10364323854446411, + 0.09863321483135223, + 0.12997929751873016, + 0.08157902956008911, + 0.128231480717659, + 0.03783201798796654, + 0.19696657359600067, + 0.06489251554012299, + 0.048515670001506805 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.012539120391011238 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot from an extremely low angle, draws the viewer's gaze squarely to the weathered face of an elderly woman. A soft, golden beam of afternoon sunlight slants in from the side of the frame, meticulously sculpting every wrinkle in her features. Deep crow's feet and nasolabial folds resemble a dry riverbed, and faint age spots dot her skin. A few strands of her thinning silver-white hair, ruffled by the breeze, lay plastered to her temple. Her cloudy, yet luminous eyes gaze upward, their rims reddened, her lips pursed, her chin trembling imperceptibly with suppressed emotion. In this silence, a full, glistening tear slowly escapes from the corner of her right eye. It lingers briefly for half a second before steadily and leisurely sliding down a deep wrinkle on her cheek, like a river flowing in a predetermined path. The tear reflects the warm sunlight as it glides, leaving a wet, glistening trail before disappearing from the camera's field of view. The entire picture is dominated by warm gold and deep shadows under the strong contrast of light and shadow, creating a quiet, deep and melancholy atmosphere full of the sense of time. The background is completely blurred into a blurred warm light spot.", + "seed": 16069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_9/index_554_seed_16069_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16532663777470588, + "vlm_logprob": -0.16532663777470588, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.16532663777470588, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011474565602838993 + ], + "opposite_logprob_tokens": [ + -5.886474609375 + ], + "logprob_reward": -0.011474565602838993, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.011474565602838993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3048737645149231, + 0.042117297649383545, + 0.16608136892318726, + 0.06937889009714127, + 0.05768822878599167, + 0.08221763372421265, + 0.07409751415252686, + 0.07798618078231812, + 0.030088534578680992, + 0.0954706072807312 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.011474565602838993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713493943214417 + ], + "opposite_logprob_tokens": [ + -1.1371349096298218 + ], + "logprob_reward": -0.38713493943214417, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38713493943214417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06281968206167221, + 0.027306701987981796, + 0.5877349972724915, + 0.00854436308145523, + 0.040316157042980194, + 0.014351235702633858, + 0.06331657618284225, + 0.14343929290771484, + 0.03376776725053787, + 0.01840321719646454 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.38713493943214417 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029825512319803238 + ], + "opposite_logprob_tokens": [ + -3.529825448989868 + ], + "logprob_reward": -0.029825512319803238, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029825512319803238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032836396247148514, + 0.030009238049387932, + 0.6983281970024109, + 0.014533424749970436, + 0.035992830991744995, + 0.09039919078350067, + 0.02302945964038372, + 0.02734793908894062, + 0.028181351721286774, + 0.01934199221432209 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.029825512319803238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871229588985443 + ], + "opposite_logprob_tokens": [ + -1.1371229887008667 + ], + "logprob_reward": -0.3871229588985443, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871229588985443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15056908130645752, + 0.06170014664530754, + 0.49351510405540466, + 0.03822193294763565, + 0.032177574932575226, + 0.02973037213087082, + 0.04351635277271271, + 0.07058636844158173, + 0.034107476472854614, + 0.04587553068995476 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.3871229588985443 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075212620198727 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011075212620198727, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075212620198727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09802523255348206, + 0.04089977964758873, + 0.4972310960292816, + 0.04412718117237091, + 0.12277176976203918, + 0.06321336328983307, + 0.0492994487285614, + 0.018475186079740524, + 0.018279166892170906, + 0.04767783731222153 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.011075212620198727 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot from an extremely low angle, draws the viewer's gaze squarely to the weathered face of an elderly woman. A soft, golden beam of afternoon sunlight slants in from the side of the frame, meticulously sculpting every wrinkle in her features. Deep crow's feet and nasolabial folds resemble a dry riverbed, and faint age spots dot her skin. A few strands of her thinning silver-white hair, ruffled by the breeze, lay plastered to her temple. Her cloudy, yet luminous eyes gaze upward, their rims reddened, her lips pursed, her chin trembling imperceptibly with suppressed emotion. In this silence, a full, glistening tear slowly escapes from the corner of her right eye. It lingers briefly for half a second before steadily and leisurely sliding down a deep wrinkle on her cheek, like a river flowing in a predetermined path. The tear reflects the warm sunlight as it glides, leaving a wet, glistening trail before disappearing from the camera's field of view. The entire picture is dominated by warm gold and deep shadows under the strong contrast of light and shadow, creating a quiet, deep and melancholy atmosphere full of the sense of time. The background is completely blurred into a blurred warm light spot.", + "seed": 16070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_9/index_554_seed_16070_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.22266531102359294, + "vlm_logprob": -0.22266531102359294, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.22266531102359294, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029275525361299515 + ], + "opposite_logprob_tokens": [ + -4.029275417327881 + ], + "logprob_reward": -0.029275525361299515, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.029275525361299515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11646147072315216, + 0.03235848248004913, + 0.0436057522892952, + 0.08870057761669159, + 0.010984663851559162, + 0.4034025967121124, + 0.00942908227443695, + 0.006605400703847408, + 0.10634637624025345, + 0.18210558593273163 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.029275525361299515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329102516174316 + ], + "opposite_logprob_tokens": [ + -0.7579102516174316 + ], + "logprob_reward": -0.6329102516174316, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329102516174316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1298965960741043, + 0.05597087740898132, + 0.07780850678682327, + 0.09732359647750854, + 0.017934776842594147, + 0.1301465779542923, + 0.01830953173339367, + 0.04795118421316147, + 0.1568494439125061, + 0.2678089141845703 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.6329102516174316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011101268231868744 + ], + "opposite_logprob_tokens": [ + -4.511101245880127 + ], + "logprob_reward": -0.011101268231868744, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011101268231868744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0637141540646553, + 0.22025613486766815, + 0.02578539401292801, + 0.14421366155147552, + 0.006013881415128708, + 0.35224607586860657, + 0.0022424289491027594, + 0.014745010994374752, + 0.016060665249824524, + 0.15472263097763062 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.011101268231868744 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42895981669425964 + ], + "opposite_logprob_tokens": [ + -1.053959846496582 + ], + "logprob_reward": -0.42895981669425964, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42895981669425964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06421378254890442, + 0.046517837792634964, + 0.06449229270219803, + 0.11339784413576126, + 0.04977411776781082, + 0.3367440104484558, + 0.014862244948744774, + 0.06920894980430603, + 0.1327325850725174, + 0.10805634409189224 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.42895981669425964 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079693213105202 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079693213105202, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079693213105202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21105657517910004, + 0.06140172481536865, + 0.2234625667333603, + 0.11307312548160553, + 0.03827906772494316, + 0.11875792592763901, + 0.025804024189710617, + 0.024523988366127014, + 0.06941109895706177, + 0.11422988772392273 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.011079693213105202 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot from an extremely low angle, draws the viewer's gaze squarely to the weathered face of an elderly woman. A soft, golden beam of afternoon sunlight slants in from the side of the frame, meticulously sculpting every wrinkle in her features. Deep crow's feet and nasolabial folds resemble a dry riverbed, and faint age spots dot her skin. A few strands of her thinning silver-white hair, ruffled by the breeze, lay plastered to her temple. Her cloudy, yet luminous eyes gaze upward, their rims reddened, her lips pursed, her chin trembling imperceptibly with suppressed emotion. In this silence, a full, glistening tear slowly escapes from the corner of her right eye. It lingers briefly for half a second before steadily and leisurely sliding down a deep wrinkle on her cheek, like a river flowing in a predetermined path. The tear reflects the warm sunlight as it glides, leaving a wet, glistening trail before disappearing from the camera's field of view. The entire picture is dominated by warm gold and deep shadows under the strong contrast of light and shadow, creating a quiet, deep and melancholy atmosphere full of the sense of time. The background is completely blurred into a blurred warm light spot.", + "seed": 16071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000070/group_9/index_554_seed_16071_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10554655389860272, + "vlm_logprob": -0.10554655389860272, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.10554655389860272, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036493830382823944 + ], + "opposite_logprob_tokens": [ + -3.5364937782287598 + ], + "logprob_reward": -0.036493830382823944, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.036493830382823944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13333435356616974, + 0.061272840946912766, + 0.11586256325244904, + 0.06274646520614624, + 0.12382359802722931, + 0.06785774230957031, + 0.08455218374729156, + 0.25604918599128723, + 0.0339786559343338, + 0.06052235886454582 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.036493830382823944 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521527111530304 + ], + "opposite_logprob_tokens": [ + -1.502152681350708 + ], + "logprob_reward": -0.2521527111530304, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521527111530304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10879907011985779, + 0.09027782827615738, + 0.1335163414478302, + 0.07409252226352692, + 0.07381214946508408, + 0.07632897049188614, + 0.14568401873111725, + 0.1095859706401825, + 0.09613107144832611, + 0.09177204966545105 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.2521527111530304 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067492141388356686 + ], + "opposite_logprob_tokens": [ + -5.006749153137207 + ], + "logprob_reward": -0.0067492141388356686, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067492141388356686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09815431386232376, + 0.05323545262217522, + 0.029181141406297684, + 0.3560330271720886, + 0.03413160517811775, + 0.04997562989592552, + 0.23219315707683563, + 0.0773988887667656, + 0.03798549622297287, + 0.03171130269765854 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.0067492141388356686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560319304466248 + ], + "opposite_logprob_tokens": [ + -1.6006032228469849 + ], + "logprob_reward": -0.22560319304466248, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560319304466248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12908664345741272, + 0.052705906331539154, + 0.08890445530414581, + 0.09323178231716156, + 0.06279565393924713, + 0.08325747400522232, + 0.2317151129245758, + 0.06131823733448982, + 0.0507093146443367, + 0.1462753564119339 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.22560319304466248 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of an elderly woman's face taken from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soft, golden beam of sunlight slanting in from the side, illuminating wrinkles and age spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a full, glistening tear slowly escape from the corner of the woman's right eye and slide down her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred into a warm light spot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733820773661137 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006733820773661137, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733820773661137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04470735788345337, + 0.019767051562666893, + 0.04507407546043396, + 0.5827932953834534, + 0.019573556259274483, + 0.027488071471452713, + 0.040763143450021744, + 0.03317497298121452, + 0.05605064332485199, + 0.13060782849788666 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.006733820773661137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000082/group_12/index_8104_seed_5777_dp_24_rank_48_sample_0_slot_0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000082/group_12/index_8104_seed_5777_dp_24_rank_48_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..47a3f2231e76e0f2035dc7391a635395e3e981c7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000082/group_12/index_8104_seed_5777_dp_24_rank_48_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:552b4804658e6cdd61f814375e5aafdbe04f34efb391157eb8d4905d2e5e64f7 +size 564498 diff --git 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index 0000000000000000000000000000000000000000..4b8620de9f0f48ecf96a4598aff3d1d0f4f8c81d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_0/index_tensor([2342, 2342])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures the tense scene, rendered in a clean, graphic animation style against a deep blue void. Thin, sharp white lines radiate outward from an invisible point off-screen, creating a stark web-like pattern that defines the abstract space. In the center, several pale figures gather. The leftmost figure, frozen in mid-shouting, their mouths agape, their faces contorted in pain in silent despair, clad in a heavy, dark purple robe. Just behind them, a second figure in a somber gray robe places a steady hand on the shouting figure's shoulder, a gesture of comfort or restraint, their own expression serious and focused. The relative stillness of the central group contrasts sharply with the surrounding chaos, as blurred, shadowy outlines race through the foreground and background, their forms blurred and ghostly. The lighting is harsh and cool, casting sharp shadows that highlight the pale tones of their skin against the saturated colors of their purple, pink, and gray robes, creating a dark and tense atmosphere that freezes a moment of high-stakes drama and emotional crisis.", + "seed": 31533, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_0/index_2342_seed_31533_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.004829180601518601, + "vlm_logprob": -0.004829180601518601, + "vlm_yes_no_margin": 6.625, + "vlm_token_credit": -0.004829180601518601, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006183857913129032 + ], + "opposite_logprob_tokens": [ + -8.625617980957031 + ], + "logprob_reward": -0.0006183857913129032, + "yes_no_margin_reward": 8.625, + "token_credit_reward": -0.0006183857913129032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16094213724136353, + 0.16858382523059845, + 0.05604121461510658, + 0.05173897370696068, + 0.08959675580263138, + 0.09053047746419907, + 0.11910627037286758, + 0.08803028613328934, + 0.08238832652568817, + 0.09304174035787582 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0006183857913129032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009252319578081369 + ], + "opposite_logprob_tokens": [ + -7.000925064086914 + ], + "logprob_reward": -0.0009252319578081369, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009252319578081369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2279844582080841, + 0.09580401331186295, + 0.30625224113464355, + 0.0942426323890686, + 0.02774212136864662, + 0.050933338701725006, + 0.04024684056639671, + 0.074837826192379, + 0.03684147074818611, + 0.04511509835720062 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0009252319578081369 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00034254882484674454 + ], + "opposite_logprob_tokens": [ + -8.00034236907959 + ], + "logprob_reward": -0.00034254882484674454, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.00034254882484674454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16112908720970154, + 0.08452891558408737, + 0.1707531213760376, + 0.09545700997114182, + 0.1202230155467987, + 0.05485697463154793, + 0.11304127424955368, + 0.06900559365749359, + 0.08988794684410095, + 0.04111712425947189 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.00034254882484674454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004086596891283989 + ], + "opposite_logprob_tokens": [ + -5.504086494445801 + ], + "logprob_reward": -0.004086596891283989, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004086596891283989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2618752121925354, + 0.09206873178482056, + 0.06540140509605408, + 0.10906901955604553, + 0.11885654926300049, + 0.05862606689333916, + 0.10571494698524475, + 0.0989091694355011, + 0.0571957491338253, + 0.03228318691253662 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.004086596891283989 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018173139542341232 + ], + "opposite_logprob_tokens": [ + -4.0181732177734375 + ], + "logprob_reward": -0.018173139542341232, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018173139542341232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09429994970560074, + 0.06685327738523483, + 0.4198834002017975, + 0.06184069812297821, + 0.042348045855760574, + 0.03742925822734833, + 0.08029469102621078, + 0.10288693010807037, + 0.06840136647224426, + 0.02576236054301262 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.018173139542341232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the tense scene, rendered in a clean, graphic animation style against a deep blue void. Thin, sharp white lines radiate outward from an invisible point off-screen, creating a stark web-like pattern that defines the abstract space. In the center, several pale figures gather. The leftmost figure, frozen in mid-shouting, their mouths agape, their faces contorted in pain in silent despair, clad in a heavy, dark purple robe. Just behind them, a second figure in a somber gray robe places a steady hand on the shouting figure's shoulder, a gesture of comfort or restraint, their own expression serious and focused. The relative stillness of the central group contrasts sharply with the surrounding chaos, as blurred, shadowy outlines race through the foreground and background, their forms blurred and ghostly. The lighting is harsh and cool, casting sharp shadows that highlight the pale tones of their skin against the saturated colors of their purple, pink, and gray robes, creating a dark and tense atmosphere that freezes a moment of high-stakes drama and emotional crisis.", + "seed": 31534, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_0/index_2342_seed_31534_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.007130735646933317, + "vlm_logprob": -0.007130735646933317, + "vlm_yes_no_margin": 5.825, + "vlm_token_credit": -0.007130735646933317, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017188312485814095 + ], + "opposite_logprob_tokens": [ + -7.876718997955322 + ], + "logprob_reward": -0.0017188312485814095, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0017188312485814095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1885707825422287, + 0.08702100813388824, + 0.05890079587697983, + 0.12329424917697906, + 0.06399303674697876, + 0.12546738982200623, + 0.07473328709602356, + 0.08842531591653824, + 0.08937579393386841, + 0.10021840780973434 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.0017188312485814095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017204972682520747 + ], + "opposite_logprob_tokens": [ + -6.376720428466797 + ], + "logprob_reward": -0.0017204972682520747, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017204972682520747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28890636563301086, + 0.09063062071800232, + 0.04215678200125694, + 0.04035249352455139, + 0.03981310874223709, + 0.09546644240617752, + 0.12255807965993881, + 0.025198087096214294, + 0.10867322981357574, + 0.14624477922916412 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0017204972682520747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015122179174795747 + ], + "opposite_logprob_tokens": [ + -6.501512050628662 + ], + "logprob_reward": -0.0015122179174795747, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015122179174795747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5233789682388306, + 0.07431699335575104, + 0.05340396612882614, + 0.049035537987947464, + 0.02466847561299801, + 0.07893908023834229, + 0.07173088192939758, + 0.051687419414520264, + 0.03523199260234833, + 0.037606656551361084 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0015122179174795747 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528407387435436 + ], + "opposite_logprob_tokens": [ + -4.387528419494629 + ], + "logprob_reward": -0.012528407387435436, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528407387435436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13802127540111542, + 0.07072954624891281, + 0.07908597588539124, + 0.07195068895816803, + 0.056196898221969604, + 0.18048766255378723, + 0.15208040177822113, + 0.06894049793481827, + 0.04893830418586731, + 0.13356871902942657 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.012528407387435436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817372441291809 + ], + "opposite_logprob_tokens": [ + -4.018173694610596 + ], + "logprob_reward": -0.01817372441291809, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817372441291809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4064243733882904, + 0.1255067139863968, + 0.044977884739637375, + 0.03475501760840416, + 0.036049991846084595, + 0.09957604110240936, + 0.10491914302110672, + 0.03186194971203804, + 0.04496244713664055, + 0.07096648216247559 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.01817372441291809 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the tense scene, rendered in a clean, graphic animation style against a deep blue void. Thin, sharp white lines radiate outward from an invisible point off-screen, creating a stark web-like pattern that defines the abstract space. In the center, several pale figures gather. The leftmost figure, frozen in mid-shouting, their mouths agape, their faces contorted in pain in silent despair, clad in a heavy, dark purple robe. Just behind them, a second figure in a somber gray robe places a steady hand on the shouting figure's shoulder, a gesture of comfort or restraint, their own expression serious and focused. The relative stillness of the central group contrasts sharply with the surrounding chaos, as blurred, shadowy outlines race through the foreground and background, their forms blurred and ghostly. The lighting is harsh and cool, casting sharp shadows that highlight the pale tones of their skin against the saturated colors of their purple, pink, and gray robes, creating a dark and tense atmosphere that freezes a moment of high-stakes drama and emotional crisis.", + "seed": 31535, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_0/index_2342_seed_31535_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009295269334688782, + "vlm_logprob": -0.009295269334688782, + "vlm_yes_no_margin": 5.45, + "vlm_token_credit": -0.009295269334688782, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002751733176410198 + ], + "opposite_logprob_tokens": [ + -7.12775182723999 + ], + "logprob_reward": -0.002751733176410198, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.002751733176410198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10366537421941757, + 0.08097130805253983, + 0.05425282195210457, + 0.03818262740969658, + 0.03633510321378708, + 0.250152587890625, + 0.051419682800769806, + 0.1404302716255188, + 0.18870805203914642, + 0.05588216334581375 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.002751733176410198 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022052035201340914 + ], + "opposite_logprob_tokens": [ + -6.1272053718566895 + ], + "logprob_reward": -0.0022052035201340914, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022052035201340914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08432023227214813, + 0.1060217097401619, + 0.08092689514160156, + 0.13264013826847076, + 0.09923557192087173, + 0.08420055359601974, + 0.072646364569664, + 0.12072709202766418, + 0.09125787019729614, + 0.12802354991436005 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.0022052035201340914 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196044661104679 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002196044661104679, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196044661104679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09731380641460419, + 0.041015561670064926, + 0.08497512340545654, + 0.03338589891791344, + 0.021877212449908257, + 0.273183673620224, + 0.13213610649108887, + 0.13022495806217194, + 0.15991026163101196, + 0.025977488607168198 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.002196044661104679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016052179038524628 + ], + "opposite_logprob_tokens": [ + -4.14105224609375 + ], + "logprob_reward": -0.016052179038524628, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016052179038524628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1212737187743187, + 0.04376891255378723, + 0.0924755111336708, + 0.04258118197321892, + 0.06539881974458694, + 0.2819899320602417, + 0.08389551192522049, + 0.16425985097885132, + 0.059280868619680405, + 0.04507571458816528 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.016052179038524628 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023271186277270317 + ], + "opposite_logprob_tokens": [ + -3.773271083831787 + ], + "logprob_reward": -0.023271186277270317, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023271186277270317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08681473135948181, + 0.048167936503887177, + 0.10290603339672089, + 0.03437148779630661, + 0.027493208646774292, + 0.10888461023569107, + 0.1977500319480896, + 0.1365995854139328, + 0.21317251026630402, + 0.04383988305926323 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.023271186277270317 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the tense scene, rendered in a clean, graphic animation style against a deep blue void. Thin, sharp white lines radiate outward from an invisible point off-screen, creating a stark web-like pattern that defines the abstract space. In the center, several pale figures gather. The leftmost figure, frozen in mid-shouting, their mouths agape, their faces contorted in pain in silent despair, clad in a heavy, dark purple robe. Just behind them, a second figure in a somber gray robe places a steady hand on the shouting figure's shoulder, a gesture of comfort or restraint, their own expression serious and focused. The relative stillness of the central group contrasts sharply with the surrounding chaos, as blurred, shadowy outlines race through the foreground and background, their forms blurred and ghostly. The lighting is harsh and cool, casting sharp shadows that highlight the pale tones of their skin against the saturated colors of their purple, pink, and gray robes, creating a dark and tense atmosphere that freezes a moment of high-stakes drama and emotional crisis.", + "seed": 31536, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_0/index_2342_seed_31536_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00669913791352883, + "vlm_logprob": -0.00669913791352883, + "vlm_yes_no_margin": 5.85, + "vlm_token_credit": -0.00669913791352883, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017193072708323598 + ], + "opposite_logprob_tokens": [ + -7.8767194747924805 + ], + "logprob_reward": -0.0017193072708323598, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0017193072708323598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1523195207118988, + 0.054381344467401505, + 0.16341227293014526, + 0.05236710235476494, + 0.09047593921422958, + 0.09829837828874588, + 0.12946033477783203, + 0.1497749239206314, + 0.0225045308470726, + 0.08700567483901978 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0017193072708323598 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961375776678324 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961375776678324, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961375776678324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07951907068490982, + 0.08448018878698349, + 0.30066537857055664, + 0.04213107377290726, + 0.07378556579351425, + 0.110994853079319, + 0.08484088629484177, + 0.06948202103376389, + 0.11308448016643524, + 0.04101657122373581 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.005961375776678324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005623904871754348 + ], + "opposite_logprob_tokens": [ + -7.5005621910095215 + ], + "logprob_reward": -0.0005623904871754348, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005623904871754348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2602490484714508, + 0.21783402562141418, + 0.08308929204940796, + 0.06206145137548447, + 0.08231094479560852, + 0.04921621456742287, + 0.05079245567321777, + 0.0972045361995697, + 0.041192639619112015, + 0.056049466133117676 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0005623904871754348 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011064720340073109 + ], + "opposite_logprob_tokens": [ + -4.511064529418945 + ], + "logprob_reward": -0.011064720340073109, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011064720340073109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0544155091047287, + 0.19181573390960693, + 0.4971993863582611, + 0.03164948150515556, + 0.10823238641023636, + 0.01539374515414238, + 0.03229793906211853, + 0.029465889558196068, + 0.011331797577440739, + 0.028198059648275375 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.011064720340073109 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a clean, graphic animation style against a deep blue void background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are thin, sharp white lines radiating outward from an off-screen point to create a web-like pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a central group of pale figures, including one in a dark purple robe shouting with an agape mouth and contorted face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a second figure in a somber gray robe visible behind the shouting figure, placing a hand on their shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are blurred, shadowy outlines racing through the foreground and background while the central group remains relatively still?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187895692884922 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.014187895692884922, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187895692884922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10685691982507706, + 0.1582150012254715, + 0.36977419257164, + 0.05442417040467262, + 0.06576995551586151, + 0.10307807475328445, + 0.0531621091067791, + 0.051454007625579834, + 0.011760684661567211, + 0.025504928082227707 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.014187895692884922 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_1/index_tensor([6943, 6943])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_1/index_tensor([6943, 6943])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fb61b7c19fc61a03246af6a7a0339b5602af4da3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_1/index_tensor([6943, 6943])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a whimsical, surreal cartoon style, an uninterrupted, gliding shot smoothly moves through a dreamlike seed laboratory, where thick frost rapidly crystallizes on every surface. The camera tracks rows of glowing glass vials, placed on ornate brass racks atop polished mahogany workbenches. Within each crystalline vial, a tiny, dormant sapling, its delicately spiraling leaves emitting a soft, warm, golden bioluminescence. The dominant effect is the relentless and rapid bloom of frost; intricate, shimmering ice patterns, like irregular ferns, visibly grow and spread across the glass surface, delicately enveloping the vials. This crystallization is not a harsh freeze, but a magical transformation. The newly formed ice captures and refracts the sapling's inner light, casting a dazzling prismatic shimmer throughout the laboratory. The camera's steady, gliding motion creates a sense of wonder and intimacy, allowing the viewer to witness a silent, enchanting process as the entire dreamlike environment is taken over by a breathtaking, frozen beauty.", + "seed": 28343, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_1/index_6943_seed_28343_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03477079533040524, + "vlm_logprob": -0.03477079533040524, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.03477079533040524, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04965100809931755 + ], + "opposite_logprob_tokens": [ + -3.0496509075164795 + ], + "logprob_reward": -0.04965100809931755, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04965100809931755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1687682718038559, + 0.05934758484363556, + 0.1291046440601349, + 0.057097967714071274, + 0.08448265492916107, + 0.0799277201294899, + 0.21010208129882812, + 0.032228659838438034, + 0.04934632033109665, + 0.12959405779838562 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.04965100809931755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330239862203598 + ], + "opposite_logprob_tokens": [ + -3.7733023166656494 + ], + "logprob_reward": -0.02330239862203598, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330239862203598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11947277933359146, + 0.08018574118614197, + 0.10262548178434372, + 0.13843084871768951, + 0.11556968092918396, + 0.11243662983179092, + 0.16403239965438843, + 0.07484732568264008, + 0.03318910673260689, + 0.05921002849936485 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.02330239862203598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193536713719368 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193536713719368, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193536713719368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10811404883861542, + 0.24050359427928925, + 0.08801228553056717, + 0.06371689587831497, + 0.075626902282238, + 0.07590866833925247, + 0.13646437227725983, + 0.03627447038888931, + 0.048066433519124985, + 0.12731239199638367 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.014193536713719368 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048638880252838135 + ], + "opposite_logprob_tokens": [ + -3.0486388206481934 + ], + "logprob_reward": -0.048638880252838135, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048638880252838135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2049512416124344, + 0.1045457050204277, + 0.0754852145910263, + 0.0741860494017601, + 0.08725369721651077, + 0.16164477169513702, + 0.13010820746421814, + 0.03759505972266197, + 0.05182865262031555, + 0.0724014937877655 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.048638880252838135 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03806815296411514 + ], + "opposite_logprob_tokens": [ + -3.2880680561065674 + ], + "logprob_reward": -0.03806815296411514, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03806815296411514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1479087918996811, + 0.12282541394233704, + 0.12614622712135315, + 0.05026456341147423, + 0.06781324744224548, + 0.06776873022317886, + 0.12974195182323456, + 0.11293955892324448, + 0.09785668551921844, + 0.07673487812280655 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.03806815296411514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a whimsical, surreal cartoon style, an uninterrupted, gliding shot smoothly moves through a dreamlike seed laboratory, where thick frost rapidly crystallizes on every surface. The camera tracks rows of glowing glass vials, placed on ornate brass racks atop polished mahogany workbenches. Within each crystalline vial, a tiny, dormant sapling, its delicately spiraling leaves emitting a soft, warm, golden bioluminescence. The dominant effect is the relentless and rapid bloom of frost; intricate, shimmering ice patterns, like irregular ferns, visibly grow and spread across the glass surface, delicately enveloping the vials. This crystallization is not a harsh freeze, but a magical transformation. The newly formed ice captures and refracts the sapling's inner light, casting a dazzling prismatic shimmer throughout the laboratory. The camera's steady, gliding motion creates a sense of wonder and intimacy, allowing the viewer to witness a silent, enchanting process as the entire dreamlike environment is taken over by a breathtaking, frozen beauty.", + "seed": 28344, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_1/index_6943_seed_28344_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009360563708469272, + "vlm_logprob": -0.009360563708469272, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.009360563708469272, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0030385537538677454 + ], + "opposite_logprob_tokens": [ + -6.00303840637207 + ], + "logprob_reward": -0.0030385537538677454, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0030385537538677454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03072565793991089, + 0.18066182732582092, + 0.01774614490568638, + 0.012472445145249367, + 0.018854932859539986, + 0.04075881466269493, + 0.022627929225564003, + 0.03742227330803871, + 0.5747573971748352, + 0.0639725923538208 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.0030385537538677454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947985220700502 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947985220700502, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947985220700502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050292111933231354, + 0.731304407119751, + 0.015213624574244022, + 0.025677673518657684, + 0.021020621061325073, + 0.02115391194820404, + 0.012466521002352238, + 0.011697563342750072, + 0.09537407755851746, + 0.015799427404999733 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.005947985220700502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632130920886993 + ], + "opposite_logprob_tokens": [ + -4.758632183074951 + ], + "logprob_reward": -0.008632130920886993, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632130920886993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.167631596326828, + 0.08096097409725189, + 0.03473809361457825, + 0.045554012060165405, + 0.03847435861825943, + 0.13757428526878357, + 0.06604236364364624, + 0.22650159895420074, + 0.05799108371138573, + 0.14453166723251343 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.008632130920886993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00862846802920103 + ], + "opposite_logprob_tokens": [ + -4.7586283683776855 + ], + "logprob_reward": -0.00862846802920103, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00862846802920103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05938063934445381, + 0.17524386942386627, + 0.01903422921895981, + 0.019541513174772263, + 0.08023388683795929, + 0.05151334032416344, + 0.1605001538991928, + 0.10633280128240585, + 0.25779107213020325, + 0.07042845338582993 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.00862846802920103 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020555680617690086 + ], + "opposite_logprob_tokens": [ + -3.8955557346343994 + ], + "logprob_reward": -0.020555680617690086, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020555680617690086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07305803894996643, + 0.2973122298717499, + 0.029063556343317032, + 0.05098509043455124, + 0.11433617770671844, + 0.13516917824745178, + 0.08700205385684967, + 0.10013183206319809, + 0.06967680901288986, + 0.0432649701833725 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.020555680617690086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a whimsical, surreal cartoon style, an uninterrupted, gliding shot smoothly moves through a dreamlike seed laboratory, where thick frost rapidly crystallizes on every surface. The camera tracks rows of glowing glass vials, placed on ornate brass racks atop polished mahogany workbenches. Within each crystalline vial, a tiny, dormant sapling, its delicately spiraling leaves emitting a soft, warm, golden bioluminescence. The dominant effect is the relentless and rapid bloom of frost; intricate, shimmering ice patterns, like irregular ferns, visibly grow and spread across the glass surface, delicately enveloping the vials. This crystallization is not a harsh freeze, but a magical transformation. The newly formed ice captures and refracts the sapling's inner light, casting a dazzling prismatic shimmer throughout the laboratory. The camera's steady, gliding motion creates a sense of wonder and intimacy, allowing the viewer to witness a silent, enchanting process as the entire dreamlike environment is taken over by a breathtaking, frozen beauty.", + "seed": 28345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_1/index_6943_seed_28345_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016144864447414874, + "vlm_logprob": -0.016144864447414874, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.016144864447414874, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011619510129094124 + ], + "opposite_logprob_tokens": [ + -4.511619567871094 + ], + "logprob_reward": -0.011619510129094124, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011619510129094124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041535478085279465, + 0.12865784764289856, + 0.06344844400882721, + 0.02704448625445366, + 0.07610884308815002, + 0.2094600647687912, + 0.2304653525352478, + 0.06435582041740417, + 0.04372461885213852, + 0.11519905179738998 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.011619510129094124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540650554001331 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540650554001331, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540650554001331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11087509989738464, + 0.17583034932613373, + 0.04103494808077812, + 0.028169682249426842, + 0.13391746580600739, + 0.1415611207485199, + 0.26850736141204834, + 0.013697332702577114, + 0.026337964460253716, + 0.060068659484386444 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.012540650554001331 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189658686518669 + ], + "opposite_logprob_tokens": [ + -4.264189720153809 + ], + "logprob_reward": -0.014189658686518669, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189658686518669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029618509113788605, + 0.0929887667298317, + 0.15414750576019287, + 0.02634216845035553, + 0.10094504058361053, + 0.11688786000013351, + 0.26274123787879944, + 0.0744856521487236, + 0.04000891372561455, + 0.10183432698249817 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.014189658686518669 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605687104165554 + ], + "opposite_logprob_tokens": [ + -4.141057014465332 + ], + "logprob_reward": -0.01605687104165554, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605687104165554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08912487328052521, + 0.07145760953426361, + 0.029195019975304604, + 0.025954917073249817, + 0.07013478875160217, + 0.1977485865354538, + 0.045171722769737244, + 0.1029464602470398, + 0.04651019349694252, + 0.32175588607788086 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.01605687104165554 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02631763182580471 + ], + "opposite_logprob_tokens": [ + -3.651317596435547 + ], + "logprob_reward": -0.02631763182580471, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02631763182580471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046495333313941956, + 0.06114239990711212, + 0.014503700658679008, + 0.04459727928042412, + 0.05646398290991783, + 0.0423114188015461, + 0.5090866684913635, + 0.17190110683441162, + 0.02467554248869419, + 0.02882259152829647 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.02631763182580471 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a whimsical, surreal cartoon style, an uninterrupted, gliding shot smoothly moves through a dreamlike seed laboratory, where thick frost rapidly crystallizes on every surface. The camera tracks rows of glowing glass vials, placed on ornate brass racks atop polished mahogany workbenches. Within each crystalline vial, a tiny, dormant sapling, its delicately spiraling leaves emitting a soft, warm, golden bioluminescence. The dominant effect is the relentless and rapid bloom of frost; intricate, shimmering ice patterns, like irregular ferns, visibly grow and spread across the glass surface, delicately enveloping the vials. This crystallization is not a harsh freeze, but a magical transformation. The newly formed ice captures and refracts the sapling's inner light, casting a dazzling prismatic shimmer throughout the laboratory. The camera's steady, gliding motion creates a sense of wonder and intimacy, allowing the viewer to witness a silent, enchanting process as the entire dreamlike environment is taken over by a breathtaking, frozen beauty.", + "seed": 28346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_1/index_6943_seed_28346_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027700929064303638, + "vlm_logprob": -0.027700929064303638, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.027700929064303638, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07040609419345856 + ], + "opposite_logprob_tokens": [ + -2.695406198501587 + ], + "logprob_reward": -0.07040609419345856, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07040609419345856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5375564694404602, + 0.027139363810420036, + 0.02837652899324894, + 0.07151109725236893, + 0.0683143213391304, + 0.02076561748981476, + 0.09989604353904724, + 0.038832489401102066, + 0.06850751489400864, + 0.039100561290979385 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.07040609419345856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203997328877449 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.014203997328877449, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203997328877449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34277859330177307, + 0.09873628616333008, + 0.038653530180454254, + 0.26440107822418213, + 0.13309641182422638, + 0.019082507118582726, + 0.012481545098125935, + 0.027800919488072395, + 0.038199786096811295, + 0.024769365787506104 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.014203997328877449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946089047938585 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946089047938585, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946089047938585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43530601263046265, + 0.05229683965444565, + 0.11029624938964844, + 0.15277762711048126, + 0.05827898532152176, + 0.017496561631560326, + 0.017733046784996986, + 0.07100288569927216, + 0.05223170667886734, + 0.032580118626356125 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.005946089047938585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817571558058262 + ], + "opposite_logprob_tokens": [ + -4.0181756019592285 + ], + "logprob_reward": -0.01817571558058262, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817571558058262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33290785551071167, + 0.06236462667584419, + 0.02860921062529087, + 0.160231351852417, + 0.09531190246343613, + 0.03442271053791046, + 0.04943128675222397, + 0.08933664858341217, + 0.09663130342960358, + 0.05075310170650482 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.01817571558058262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a whimsical, surreal cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a seed laboratory with ornate brass racks and polished mahogany workbenches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are glowing glass vials containing tiny dormant saplings with spiraling leaves visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick frost rapidly crystallizing on surfaces, forming intricate ice patterns like irregular ferns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, uninterrupted gliding shot through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029772749170660973 + ], + "opposite_logprob_tokens": [ + -3.5297727584838867 + ], + "logprob_reward": -0.029772749170660973, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029772749170660973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38885974884033203, + 0.08643131703138351, + 0.022653551772236824, + 0.18962518870830536, + 0.11961006373167038, + 0.026901956647634506, + 0.028539711609482765, + 0.061657655984163284, + 0.0411573201417923, + 0.034563519060611725 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.029772749170660973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_10/index_tensor([1392, 1392])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_10/index_tensor([1392, 1392])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..822775d2bbc3bdab533f3d62d50214a7f578053b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_10/index_tensor([1392, 1392])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro close-up shot, the camera held still, focuses on a pot of clear, scalding hot water, where a square, dry, and firm, pale yellow instant noodle cake quietly soaks. A soft, warm light from above penetrates the rising white steam, illuminating the entire scene and clearly revealing the wavy texture pressed into the noodle cake. As the water seeps in, the edges of the noodle cake begin to round out, and the curled noodles on the outer layer begin to loosen, delicately unfolding like petals. Then, the entire noodle cake steadily and leisurely expands from the inside out. The once tightly packed, wavy noodles break free, floating gracefully and unraveling in the water, resuming their natural curls. Tiny bubbles continuously emerge from the bottom of the pot, clinging to the increasingly translucent noodles, whose moist surfaces reflect an alluring luster in the light. The slow and rhythmic process creates a warm, soothing, and deeply satisfying tranquil atmosphere.", + "seed": 1459, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_10/index_1392_seed_1459_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06234568227082491, + "vlm_logprob": -0.06234568227082491, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.06234568227082491, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05618502199649811 + ], + "opposite_logprob_tokens": [ + -3.056185007095337 + ], + "logprob_reward": -0.05618502199649811, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05618502199649811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23010030388832092, + 0.24032165110111237, + 0.09353552013635635, + 0.042048197239637375, + 0.05116082727909088, + 0.07011643797159195, + 0.1353784054517746, + 0.04715407267212868, + 0.0313972607254982, + 0.05878731235861778 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.05618502199649811 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025248811580240726 + ], + "opposite_logprob_tokens": [ + -6.0025248527526855 + ], + "logprob_reward": -0.0025248811580240726, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025248811580240726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19153949618339539, + 0.18586529791355133, + 0.08234386146068573, + 0.0714038759469986, + 0.026539061218500137, + 0.1597021222114563, + 0.1585942506790161, + 0.03160111606121063, + 0.05358915030956268, + 0.0388217456638813 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0025248811580240726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041136653162539005 + ], + "opposite_logprob_tokens": [ + -5.504113674163818 + ], + "logprob_reward": -0.0041136653162539005, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041136653162539005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09164763987064362, + 0.2503073215484619, + 0.04910111799836159, + 0.03636558726429939, + 0.02657865732908249, + 0.1573701947927475, + 0.2261057198047638, + 0.05921121686697006, + 0.07361935824155807, + 0.0296932440251112 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.0041136653162539005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023307640105485916 + ], + "opposite_logprob_tokens": [ + -3.7733075618743896 + ], + "logprob_reward": -0.023307640105485916, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023307640105485916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3021163046360016, + 0.12528999149799347, + 0.12103793770074844, + 0.09677578508853912, + 0.04403321072459221, + 0.10435030609369278, + 0.07400832325220108, + 0.036130640655756, + 0.038947734981775284, + 0.05730979144573212 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023307640105485916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559720277786255 + ], + "opposite_logprob_tokens": [ + -1.6005971431732178 + ], + "logprob_reward": -0.22559720277786255, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559720277786255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1678912341594696, + 0.1528593748807907, + 0.04889626428484917, + 0.06447067111730576, + 0.03221334517002106, + 0.11162327975034714, + 0.26196950674057007, + 0.045842330902814865, + 0.04283574968576431, + 0.07139823585748672 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.22559720277786255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up shot, the camera held still, focuses on a pot of clear, scalding hot water, where a square, dry, and firm, pale yellow instant noodle cake quietly soaks. A soft, warm light from above penetrates the rising white steam, illuminating the entire scene and clearly revealing the wavy texture pressed into the noodle cake. As the water seeps in, the edges of the noodle cake begin to round out, and the curled noodles on the outer layer begin to loosen, delicately unfolding like petals. Then, the entire noodle cake steadily and leisurely expands from the inside out. The once tightly packed, wavy noodles break free, floating gracefully and unraveling in the water, resuming their natural curls. Tiny bubbles continuously emerge from the bottom of the pot, clinging to the increasingly translucent noodles, whose moist surfaces reflect an alluring luster in the light. The slow and rhythmic process creates a warm, soothing, and deeply satisfying tranquil atmosphere.", + "seed": 1460, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_10/index_1392_seed_1460_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09363459683954715, + "vlm_logprob": -0.09363459683954715, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.09363459683954715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23432859778404236 + ], + "opposite_logprob_tokens": [ + -1.6093286275863647 + ], + "logprob_reward": -0.23432859778404236, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23432859778404236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12938463687896729, + 0.07628064602613449, + 0.03223911300301552, + 0.08515553921461105, + 0.0844791904091835, + 0.08514276891946793, + 0.0635734274983406, + 0.05834158509969711, + 0.23365315794944763, + 0.15174990892410278 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.23432859778404236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022219750098884106 + ], + "opposite_logprob_tokens": [ + -6.127222061157227 + ], + "logprob_reward": -0.0022219750098884106, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022219750098884106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29803380370140076, + 0.13452579081058502, + 0.043751150369644165, + 0.04188822954893112, + 0.04574902728199959, + 0.026377910748124123, + 0.05419791862368584, + 0.062379322946071625, + 0.14981666207313538, + 0.14328016340732574 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0022219750098884106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006754542235285044 + ], + "opposite_logprob_tokens": [ + -5.006754398345947 + ], + "logprob_reward": -0.006754542235285044, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006754542235285044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15679113566875458, + 0.08070636540651321, + 0.06072331592440605, + 0.03628314658999443, + 0.05719960480928421, + 0.03867219388484955, + 0.03896719962358475, + 0.21886274218559265, + 0.18855854868888855, + 0.1232357770204544 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.006754542235285044 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300651460886 + ], + "opposite_logprob_tokens": [ + -3.7733006477355957 + ], + "logprob_reward": -0.023300651460886, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300651460886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20809973776340485, + 0.06660749018192291, + 0.11544621735811234, + 0.09964794665575027, + 0.05856603384017944, + 0.05272478237748146, + 0.06207990273833275, + 0.09448349475860596, + 0.15630656480789185, + 0.08603788167238235 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.023300651460886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156721770763397 + ], + "opposite_logprob_tokens": [ + -1.7015671730041504 + ], + "logprob_reward": -0.20156721770763397, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156721770763397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07732551544904709, + 0.09684961289167404, + 0.07189296931028366, + 0.03968140110373497, + 0.07482878863811493, + 0.06045910716056824, + 0.030041024088859558, + 0.1983134001493454, + 0.27172866463661194, + 0.07887956500053406 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.20156721770763397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up shot, the camera held still, focuses on a pot of clear, scalding hot water, where a square, dry, and firm, pale yellow instant noodle cake quietly soaks. A soft, warm light from above penetrates the rising white steam, illuminating the entire scene and clearly revealing the wavy texture pressed into the noodle cake. As the water seeps in, the edges of the noodle cake begin to round out, and the curled noodles on the outer layer begin to loosen, delicately unfolding like petals. Then, the entire noodle cake steadily and leisurely expands from the inside out. The once tightly packed, wavy noodles break free, floating gracefully and unraveling in the water, resuming their natural curls. Tiny bubbles continuously emerge from the bottom of the pot, clinging to the increasingly translucent noodles, whose moist surfaces reflect an alluring luster in the light. The slow and rhythmic process creates a warm, soothing, and deeply satisfying tranquil atmosphere.", + "seed": 1461, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_10/index_1392_seed_1461_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15236034374684096, + "vlm_logprob": -0.15236034374684096, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.15236034374684096, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04768313094973564 + ], + "opposite_logprob_tokens": [ + -3.1726832389831543 + ], + "logprob_reward": -0.04768313094973564, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04768313094973564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0677122101187706, + 0.06767959892749786, + 0.18607665598392487, + 0.0909949392080307, + 0.025969231501221657, + 0.23752161860466003, + 0.04925931617617607, + 0.0835510641336441, + 0.09371937066316605, + 0.0975160300731659 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.04768313094973564 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002220071852207184 + ], + "opposite_logprob_tokens": [ + -6.127220153808594 + ], + "logprob_reward": -0.002220071852207184, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002220071852207184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10786577314138412, + 0.08579006791114807, + 0.34118276834487915, + 0.059578653424978256, + 0.07997440546751022, + 0.0739406868815422, + 0.052771300077438354, + 0.02878832258284092, + 0.04883672297000885, + 0.12127131968736649 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.002220071852207184 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005966471508145332 + ], + "opposite_logprob_tokens": [ + -5.130966663360596 + ], + "logprob_reward": -0.005966471508145332, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005966471508145332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06559522449970245, + 0.13670803606510162, + 0.19994407892227173, + 0.06982139497995377, + 0.061269816011190414, + 0.2132437378168106, + 0.10102636367082596, + 0.06875044852495193, + 0.030707718804478645, + 0.05293313413858414 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.005966471508145332 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553953565657139 + ], + "opposite_logprob_tokens": [ + -4.387554168701172 + ], + "logprob_reward": -0.012553953565657139, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553953565657139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0843062698841095, + 0.09276416897773743, + 0.08793286979198456, + 0.07933469116687775, + 0.03356758877635002, + 0.35753878951072693, + 0.05280303582549095, + 0.09622408449649811, + 0.06399120390415192, + 0.05153726413846016 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.012553953565657139 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933780908584595 + ], + "opposite_logprob_tokens": [ + -0.6933780908584595 + ], + "logprob_reward": -0.6933780908584595, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933780908584595, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.028007080778479576, + 0.06640546023845673, + 0.3437478542327881, + 0.03204357624053955, + 0.056379858404397964, + 0.14369291067123413, + 0.13962402939796448, + 0.13352365791797638, + 0.021490642800927162, + 0.035084836184978485 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.6933780908584595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "stunning macro close-up shot, the camera held still, focuses on a pot of clear, scalding hot water, where a square, dry, and firm, pale yellow instant noodle cake quietly soaks. A soft, warm light from above penetrates the rising white steam, illuminating the entire scene and clearly revealing the wavy texture pressed into the noodle cake. As the water seeps in, the edges of the noodle cake begin to round out, and the curled noodles on the outer layer begin to loosen, delicately unfolding like petals. Then, the entire noodle cake steadily and leisurely expands from the inside out. The once tightly packed, wavy noodles break free, floating gracefully and unraveling in the water, resuming their natural curls. Tiny bubbles continuously emerge from the bottom of the pot, clinging to the increasingly translucent noodles, whose moist surfaces reflect an alluring luster in the light. The slow and rhythmic process creates a warm, soothing, and deeply satisfying tranquil atmosphere.", + "seed": 1462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_10/index_1392_seed_1462_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16109036607667804, + "vlm_logprob": -0.16109036607667804, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.16109036607667804, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1477563977241516 + ], + "opposite_logprob_tokens": [ + -2.022756338119507 + ], + "logprob_reward": -0.1477563977241516, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1477563977241516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08743591606616974, + 0.3361453115940094, + 0.04456687346100807, + 0.0215818639844656, + 0.015821266919374466, + 0.016121696680784225, + 0.018940113484859467, + 0.12445343285799026, + 0.050071779638528824, + 0.28486180305480957 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.1477563977241516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046686455607414246 + ], + "opposite_logprob_tokens": [ + -5.379668712615967 + ], + "logprob_reward": -0.0046686455607414246, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046686455607414246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17332766950130463, + 0.26017653942108154, + 0.062232013791799545, + 0.05059286952018738, + 0.044241417199373245, + 0.037722013890743256, + 0.018744980916380882, + 0.07230515033006668, + 0.04218354448676109, + 0.2384738177061081 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0046686455607414246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964694079011679 + ], + "opposite_logprob_tokens": [ + -5.130964756011963 + ], + "logprob_reward": -0.005964694079011679, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964694079011679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2175857424736023, + 0.11679613590240479, + 0.06158420071005821, + 0.02281860262155533, + 0.03375386819243431, + 0.017237745225429535, + 0.02069498598575592, + 0.045027460902929306, + 0.08607957512140274, + 0.37842175364494324 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.005964694079011679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212459325790405 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.014212459325790405, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212459325790405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08107097446918488, + 0.5523318648338318, + 0.05423526465892792, + 0.013048895634710789, + 0.012251608073711395, + 0.01850416697561741, + 0.022473234683275223, + 0.12069327384233475, + 0.06586406379938126, + 0.05952661857008934 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.014212459325790405 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a macro close-up of a pot containing clear, scalding hot water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the initial object a square, dry, firm, pale yellow instant noodle cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the noodle cake expand from the inside out while the outer noodles loosen and unravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny bubbles continuously emerging from the bottom of the pot and clinging to the noodles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328496336936951 + ], + "opposite_logprob_tokens": [ + -0.7578496336936951 + ], + "logprob_reward": -0.6328496336936951, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328496336936951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09701835364103317, + 0.1940104067325592, + 0.027267951518297195, + 0.03369166702032089, + 0.03911948204040527, + 0.03921712562441826, + 0.060986269265413284, + 0.3202071487903595, + 0.15866512060165405, + 0.02981649897992611 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.6328496336936951 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_11/index_tensor([4105, 4105])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_11/index_tensor([4105, 4105])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..92c9fd083044bc1ae1636a60c4691f777b8a68a3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_11/index_tensor([4105, 4105])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "With the camera held perfectly still, the extreme macro shot focuses with microscopic clarity on the sterile, polished stainless steel tip of a hypodermic needle. Casting a sharp, well-defined highlight under a bright clinical light source, a shimmering drop of perfectly transparent liquid slowly and deliberately seeps from the needle's angled opening. The liquid expands, its surface tension creating a perfect, trembling sphere that clings precariously to the metal, refracting light like a tiny crystal lens. The background is a completely blurred, soft-focus, cool blue and white, suggesting a laboratory setting but revealing no specific details. The overall atmosphere is one of intense concentration, quiet anticipation, and tedious precision, as the weight of the drop grows heavier, seemingly at the very moment of its impact.", + "seed": 12587, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_11/index_4105_seed_12587_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1553922909544781, + "vlm_logprob": -0.1553922909544781, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.1553922909544781, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0053396462462842464 + ], + "opposite_logprob_tokens": [ + -5.630339622497559 + ], + "logprob_reward": -0.0053396462462842464, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0053396462462842464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18345136940479279, + 0.05019690841436386, + 0.09499877691268921, + 0.05574386939406395, + 0.04214545711874962, + 0.03722119703888893, + 0.05135447531938553, + 0.08529352396726608, + 0.28805476427078247, + 0.11153963953256607 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0053396462462842464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748621817678213 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748621817678213, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748621817678213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29858699440956116, + 0.03396889567375183, + 0.09372969716787338, + 0.055228348821401596, + 0.018023082986474037, + 0.022916341200470924, + 0.019342582672834396, + 0.04860316962003708, + 0.17270295321941376, + 0.23689790070056915 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.006748621817678213 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956161767244339 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.005956161767244339, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956161767244339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06278461962938309, + 0.031658273190259933, + 0.06154794991016388, + 0.02210286259651184, + 0.028278760612010956, + 0.039972685277462006, + 0.02530648559331894, + 0.03743262216448784, + 0.09460064023733139, + 0.5963151454925537 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.005956161767244339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010439666220918298 + ], + "opposite_logprob_tokens": [ + -6.876043796539307 + ], + "logprob_reward": -0.0010439666220918298, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010439666220918298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18985527753829956, + 0.07703061401844025, + 0.058502234518527985, + 0.07221178710460663, + 0.10123030841350555, + 0.051819123327732086, + 0.07768439501523972, + 0.11657944321632385, + 0.11236005276441574, + 0.1427268087863922 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0010439666220918298 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578730583190918 + ], + "opposite_logprob_tokens": [ + -0.6328730583190918 + ], + "logprob_reward": -0.7578730583190918, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578730583190918, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14079970121383667, + 0.10064126551151276, + 0.11870447546243668, + 0.10042421519756317, + 0.12189967930316925, + 0.04952316731214523, + 0.10007161647081375, + 0.047574322670698166, + 0.11190791428089142, + 0.10845360159873962 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.7578730583190918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "With the camera held perfectly still, the extreme macro shot focuses with microscopic clarity on the sterile, polished stainless steel tip of a hypodermic needle. Casting a sharp, well-defined highlight under a bright clinical light source, a shimmering drop of perfectly transparent liquid slowly and deliberately seeps from the needle's angled opening. The liquid expands, its surface tension creating a perfect, trembling sphere that clings precariously to the metal, refracting light like a tiny crystal lens. The background is a completely blurred, soft-focus, cool blue and white, suggesting a laboratory setting but revealing no specific details. The overall atmosphere is one of intense concentration, quiet anticipation, and tedious precision, as the weight of the drop grows heavier, seemingly at the very moment of its impact.", + "seed": 12588, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_11/index_4105_seed_12588_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1835380746051669, + "vlm_logprob": -0.1835380746051669, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.1835380746051669, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0045387111604213715 + ], + "opposite_logprob_tokens": [ + -5.629538536071777 + ], + "logprob_reward": -0.0045387111604213715, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0045387111604213715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041307177394628525, + 0.07222376763820648, + 0.7480340003967285, + 0.014332670718431473, + 0.009432594291865826, + 0.018646055832505226, + 0.012311381287872791, + 0.008106255903840065, + 0.059574633836746216, + 0.016031483188271523 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.0045387111604213715 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548303231596947 + ], + "opposite_logprob_tokens": [ + -4.387548446655273 + ], + "logprob_reward": -0.012548303231596947, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548303231596947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12481223046779633, + 0.09219887107610703, + 0.17021359503269196, + 0.046463627368211746, + 0.08063686639070511, + 0.07280627638101578, + 0.0709611102938652, + 0.056569814682006836, + 0.23937207460403442, + 0.0459655337035656 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.012548303231596947 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011855486081913114 + ], + "opposite_logprob_tokens": [ + -6.751185417175293 + ], + "logprob_reward": -0.0011855486081913114, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011855486081913114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04708075523376465, + 0.017575861886143684, + 0.5626689791679382, + 0.025392070412635803, + 0.009271234273910522, + 0.02558015286922455, + 0.015561046078801155, + 0.028458526358008385, + 0.21092399954795837, + 0.0574873648583889 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.0011855486081913114 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001042894902639091 + ], + "opposite_logprob_tokens": [ + -6.87604284286499 + ], + "logprob_reward": -0.001042894902639091, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001042894902639091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06106986105442047, + 0.015297295525670052, + 0.698815643787384, + 0.1117032915353775, + 0.013219273649156094, + 0.006076471414417028, + 0.008874286897480488, + 0.022892627865076065, + 0.036885812878608704, + 0.025165442377328873 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.001042894902639091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983749151229858 + ], + "opposite_logprob_tokens": [ + -0.5233749151229858 + ], + "logprob_reward": -0.8983749151229858, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983749151229858, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.011009456589818, + 0.017100172117352486, + 0.6850464344024658, + 0.07313734292984009, + 0.009927438572049141, + 0.002897718921303749, + 0.00921111274510622, + 0.015525425784289837, + 0.12006460875272751, + 0.056080304086208344 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.8983749151229858 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "With the camera held perfectly still, the extreme macro shot focuses with microscopic clarity on the sterile, polished stainless steel tip of a hypodermic needle. Casting a sharp, well-defined highlight under a bright clinical light source, a shimmering drop of perfectly transparent liquid slowly and deliberately seeps from the needle's angled opening. The liquid expands, its surface tension creating a perfect, trembling sphere that clings precariously to the metal, refracting light like a tiny crystal lens. The background is a completely blurred, soft-focus, cool blue and white, suggesting a laboratory setting but revealing no specific details. The overall atmosphere is one of intense concentration, quiet anticipation, and tedious precision, as the weight of the drop grows heavier, seemingly at the very moment of its impact.", + "seed": 12589, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_11/index_4105_seed_12589_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16919509475119413, + "vlm_logprob": -0.16919509475119413, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.16919509475119413, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007461536210030317 + ], + "opposite_logprob_tokens": [ + -5.2574615478515625 + ], + "logprob_reward": -0.007461536210030317, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007461536210030317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22566476464271545, + 0.07378336787223816, + 0.06561373919248581, + 0.126495823264122, + 0.1203760951757431, + 0.16636735200881958, + 0.051462020725011826, + 0.028803223744034767, + 0.07772263884544373, + 0.06371094286441803 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.007461536210030317 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654113858938217 + ], + "opposite_logprob_tokens": [ + -4.7586541175842285 + ], + "logprob_reward": -0.008654113858938217, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654113858938217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20556645095348358, + 0.0951060950756073, + 0.034622516483068466, + 0.0710497722029686, + 0.070096455514431, + 0.11673161387443542, + 0.13395531475543976, + 0.07500963658094406, + 0.13734079897403717, + 0.06052135303616524 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.008654113858938217 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001945747178979218 + ], + "opposite_logprob_tokens": [ + -6.251945972442627 + ], + "logprob_reward": -0.001945747178979218, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001945747178979218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1432131677865982, + 0.07434328645467758, + 0.05149569734930992, + 0.09807829558849335, + 0.0827246829867363, + 0.15274597704410553, + 0.06087109446525574, + 0.09719130396842957, + 0.12122288346290588, + 0.11811356991529465 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.001945747178979218 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017157370457425714 + ], + "opposite_logprob_tokens": [ + -6.376715660095215 + ], + "logprob_reward": -0.0017157370457425714, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017157370457425714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25871357321739197, + 0.2366863340139389, + 0.1337377429008484, + 0.046751469373703, + 0.07088654488325119, + 0.1167987808585167, + 0.03597549349069595, + 0.023359645158052444, + 0.029698750004172325, + 0.0473916158080101 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0017157370457425714 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261983394622803 + ], + "opposite_logprob_tokens": [ + -0.5761983394622803 + ], + "logprob_reward": -0.8261983394622803, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261983394622803, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17764495313167572, + 0.03323254734277725, + 0.0325188972055912, + 0.12729652225971222, + 0.04881613701581955, + 0.22748854756355286, + 0.1335570514202118, + 0.058408331125974655, + 0.05949943885207176, + 0.1015375480055809 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.8261983394622803 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "With the camera held perfectly still, the extreme macro shot focuses with microscopic clarity on the sterile, polished stainless steel tip of a hypodermic needle. Casting a sharp, well-defined highlight under a bright clinical light source, a shimmering drop of perfectly transparent liquid slowly and deliberately seeps from the needle's angled opening. The liquid expands, its surface tension creating a perfect, trembling sphere that clings precariously to the metal, refracting light like a tiny crystal lens. The background is a completely blurred, soft-focus, cool blue and white, suggesting a laboratory setting but revealing no specific details. The overall atmosphere is one of intense concentration, quiet anticipation, and tedious precision, as the weight of the drop grows heavier, seemingly at the very moment of its impact.", + "seed": 12590, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_11/index_4105_seed_12590_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.28945413262117653, + "vlm_logprob": -0.28945413262117653, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.28945413262117653, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010604813694953918 + ], + "opposite_logprob_tokens": [ + -4.6356048583984375 + ], + "logprob_reward": -0.010604813694953918, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010604813694953918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14110906422138214, + 0.10732804983854294, + 0.03683697059750557, + 0.0903080403804779, + 0.13719002902507782, + 0.09281563013792038, + 0.06305815279483795, + 0.17566971480846405, + 0.07409728318452835, + 0.08158711344003677 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.010604813694953918 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059562805108726025 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.0059562805108726025, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059562805108726025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1802636981010437, + 0.13395251333713531, + 0.06787879019975662, + 0.13568665087223053, + 0.10308772325515747, + 0.027028774842619896, + 0.03814069926738739, + 0.19569075107574463, + 0.04389065504074097, + 0.0743798166513443 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.0059562805108726025 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304378613829613 + ], + "opposite_logprob_tokens": [ + -3.7733044624328613 + ], + "logprob_reward": -0.023304378613829613, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304378613829613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05636905878782272, + 0.033642180263996124, + 0.01953713223338127, + 0.01710209622979164, + 0.11120626330375671, + 0.07150376588106155, + 0.050767622888088226, + 0.35290876030921936, + 0.17740581929683685, + 0.1095573678612709 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.023304378613829613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001042656716890633 + ], + "opposite_logprob_tokens": [ + -6.87604284286499 + ], + "logprob_reward": -0.001042656716890633, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001042656716890633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10692717880010605, + 0.06591318547725677, + 0.04899275302886963, + 0.04310508072376251, + 0.13128063082695007, + 0.21469075977802277, + 0.0405643954873085, + 0.07993090152740479, + 0.15878596901893616, + 0.10980906337499619 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.001042656716890633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the tip of a hypodermic needle made of polished stainless steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme macro view with microscopic clarity?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a drop of perfectly transparent liquid seeping from the needle's opening and forming a trembling sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred with a soft-focus cool blue and white color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406362533569336 + ], + "opposite_logprob_tokens": [ + -0.28136247396469116 + ], + "logprob_reward": -1.406362533569336, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406362533569336, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04535467550158501, + 0.025012291967868805, + 0.02229739911854267, + 0.03696522116661072, + 0.15475046634674072, + 0.24133041501045227, + 0.03615275397896767, + 0.04839765280485153, + 0.21073374152183533, + 0.17900535464286804 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -1.406362533569336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_12/index_tensor([1846, 1846])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_12/index_tensor([1846, 1846])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bb33627943de7a9df2b789275a736d80b479edad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_12/index_tensor([1846, 1846])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic shot begins in medium shot, then moves in a steady, fluid motion, backward and upward. The image initially focuses on a mythical, multicolored phoenix, soaring above a vast sea of clouds. The phoenix's feathers shimmer like silk and brocade: a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail, each feather edged with a shimmering golden thread. Illuminated by the warm golden light of the setting sun, its form appears shimmering. The phoenix flaps its massive wings in a majestic and rhythmic motion, each downward stroke powerful yet effortless, its long, resplendent tail gracefully flowing behind it like a rainbow ribbon. As the camera slowly pulls away, the viewer's perspective expands dramatically, the phoenix's once-dominant grandeur gradually dwarfed by the boundless, swirling cotton candy clouds below. Sunlight penetrates the gaps in the clouds, casting magnificent beams of light and dyeing the sea of clouds into a golden ocean. Ultimately, the phoenix transforms into a dazzling speck of color on the distant skyline, solitary and moving across the vastness of heaven and earth. The entire scene exudes a sense of ultimate epicness and solitary grandeur, a tranquil and sacred atmosphere, and warm and brilliant tones.", + "seed": 24556, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_12/index_1846_seed_24556_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017112003359943628, + "vlm_logprob": -0.017112003359943628, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.017112003359943628, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030104326084256172 + ], + "opposite_logprob_tokens": [ + -3.530104398727417 + ], + "logprob_reward": -0.030104326084256172, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030104326084256172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20983454585075378, + 0.0685066282749176, + 0.030143000185489655, + 0.10641369968652725, + 0.10011740028858185, + 0.07904097437858582, + 0.0566517636179924, + 0.2094239741563797, + 0.07640428096055984, + 0.06346368789672852 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.030104326084256172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026368604972958565 + ], + "opposite_logprob_tokens": [ + -3.6513686180114746 + ], + "logprob_reward": -0.026368604972958565, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026368604972958565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17601285874843597, + 0.05257762223482132, + 0.06723884493112564, + 0.15747416019439697, + 0.05824751406908035, + 0.0578363798558712, + 0.04904061555862427, + 0.1886897087097168, + 0.06148429587483406, + 0.13139794766902924 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.026368604972958565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021946171764284372 + ], + "opposite_logprob_tokens": [ + -6.127194404602051 + ], + "logprob_reward": -0.0021946171764284372, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021946171764284372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05599923059344292, + 0.021357642486691475, + 0.023706573992967606, + 0.03707032650709152, + 0.02839410863816738, + 0.06756517291069031, + 0.0758884847164154, + 0.17575138807296753, + 0.2881428003311157, + 0.22612427175045013 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0021946171764284372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023279689252376556 + ], + "opposite_logprob_tokens": [ + -3.7732796669006348 + ], + "logprob_reward": -0.023279689252376556, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023279689252376556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05132932588458061, + 0.05181947350502014, + 0.009459086693823338, + 0.023955220356583595, + 0.015442084521055222, + 0.028284907341003418, + 0.032556530088186264, + 0.5485571026802063, + 0.016721628606319427, + 0.22187460958957672 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.023279689252376556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612779313698411 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.003612779313698411, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612779313698411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02647295407950878, + 0.013437023386359215, + 0.025217151269316673, + 0.018166085705161095, + 0.01705535501241684, + 0.03982193395495415, + 0.05439497157931328, + 0.5940250158309937, + 0.033291589468717575, + 0.17811796069145203 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.003612779313698411 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot begins in medium shot, then moves in a steady, fluid motion, backward and upward. The image initially focuses on a mythical, multicolored phoenix, soaring above a vast sea of clouds. The phoenix's feathers shimmer like silk and brocade: a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail, each feather edged with a shimmering golden thread. Illuminated by the warm golden light of the setting sun, its form appears shimmering. The phoenix flaps its massive wings in a majestic and rhythmic motion, each downward stroke powerful yet effortless, its long, resplendent tail gracefully flowing behind it like a rainbow ribbon. As the camera slowly pulls away, the viewer's perspective expands dramatically, the phoenix's once-dominant grandeur gradually dwarfed by the boundless, swirling cotton candy clouds below. Sunlight penetrates the gaps in the clouds, casting magnificent beams of light and dyeing the sea of clouds into a golden ocean. Ultimately, the phoenix transforms into a dazzling speck of color on the distant skyline, solitary and moving across the vastness of heaven and earth. The entire scene exudes a sense of ultimate epicness and solitary grandeur, a tranquil and sacred atmosphere, and warm and brilliant tones.", + "seed": 24557, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_12/index_1846_seed_24557_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02338010200764984, + "vlm_logprob": -0.02338010200764984, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.02338010200764984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0489065945148468 + ], + "opposite_logprob_tokens": [ + -3.0489065647125244 + ], + "logprob_reward": -0.0489065945148468, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0489065945148468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12327694892883301, + 0.19041186571121216, + 0.1380329579114914, + 0.04512588307261467, + 0.14097575843334198, + 0.049124374985694885, + 0.1094491183757782, + 0.08334170281887054, + 0.07208196073770523, + 0.04817941039800644 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.0489065945148468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048677828162908554 + ], + "opposite_logprob_tokens": [ + -3.048677921295166 + ], + "logprob_reward": -0.048677828162908554, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048677828162908554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11250082403421402, + 0.2574865221977234, + 0.053677842020988464, + 0.060913991183042526, + 0.066640704870224, + 0.05486543849110603, + 0.10206545889377594, + 0.11214097589254379, + 0.11637122929096222, + 0.06333696097135544 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.048677828162908554 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010397987207397819 + ], + "opposite_logprob_tokens": [ + -6.876039981842041 + ], + "logprob_reward": -0.0010397987207397819, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010397987207397819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11645838618278503, + 0.03901243954896927, + 0.08653871715068817, + 0.04576410725712776, + 0.12315093725919724, + 0.10296542197465897, + 0.04461704194545746, + 0.0957578644156456, + 0.09713152796030045, + 0.24860358238220215 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0010397987207397819 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014186367392539978 + ], + "opposite_logprob_tokens": [ + -4.264186382293701 + ], + "logprob_reward": -0.014186367392539978, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014186367392539978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07230660319328308, + 0.0960058942437172, + 0.0483282096683979, + 0.05015307292342186, + 0.07091690599918365, + 0.07798779010772705, + 0.18433289229869843, + 0.17875701189041138, + 0.07378984242677689, + 0.14742182195186615 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.014186367392539978 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089921247214079 + ], + "opposite_logprob_tokens": [ + -5.504089832305908 + ], + "logprob_reward": -0.004089921247214079, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089921247214079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05898481607437134, + 0.07401902973651886, + 0.036324165761470795, + 0.04782310128211975, + 0.07709269225597382, + 0.11806939542293549, + 0.1065070852637291, + 0.12323907762765884, + 0.11987241357564926, + 0.23806826770305634 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.004089921247214079 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot begins in medium shot, then moves in a steady, fluid motion, backward and upward. The image initially focuses on a mythical, multicolored phoenix, soaring above a vast sea of clouds. The phoenix's feathers shimmer like silk and brocade: a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail, each feather edged with a shimmering golden thread. Illuminated by the warm golden light of the setting sun, its form appears shimmering. The phoenix flaps its massive wings in a majestic and rhythmic motion, each downward stroke powerful yet effortless, its long, resplendent tail gracefully flowing behind it like a rainbow ribbon. As the camera slowly pulls away, the viewer's perspective expands dramatically, the phoenix's once-dominant grandeur gradually dwarfed by the boundless, swirling cotton candy clouds below. Sunlight penetrates the gaps in the clouds, casting magnificent beams of light and dyeing the sea of clouds into a golden ocean. Ultimately, the phoenix transforms into a dazzling speck of color on the distant skyline, solitary and moving across the vastness of heaven and earth. The entire scene exudes a sense of ultimate epicness and solitary grandeur, a tranquil and sacred atmosphere, and warm and brilliant tones.", + "seed": 24558, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_12/index_1846_seed_24558_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01853184709325433, + "vlm_logprob": -0.01853184709325433, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.01853184709325433, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030180668458342552 + ], + "opposite_logprob_tokens": [ + -3.5301806926727295 + ], + "logprob_reward": -0.030180668458342552, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030180668458342552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10851891338825226, + 0.25343096256256104, + 0.06140730157494545, + 0.07306133955717087, + 0.05266338214278221, + 0.026594122871756554, + 0.03403552621603012, + 0.04497049003839493, + 0.3017495274543762, + 0.0435684509575367 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.030180668458342552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372161462903023 + ], + "opposite_logprob_tokens": [ + -3.408721685409546 + ], + "logprob_reward": -0.03372161462903023, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372161462903023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14010325074195862, + 0.23245477676391602, + 0.0752478837966919, + 0.03331609442830086, + 0.07543862611055374, + 0.030701030045747757, + 0.03863513842225075, + 0.04277174919843674, + 0.29084256291389465, + 0.04048898071050644 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.03372161462903023 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040903957560658455 + ], + "opposite_logprob_tokens": [ + -5.504090309143066 + ], + "logprob_reward": -0.0040903957560658455, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040903957560658455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1305442452430725, + 0.05600335821509361, + 0.037492718547582626, + 0.10576330870389938, + 0.07867634296417236, + 0.042563825845718384, + 0.049967650324106216, + 0.09939657151699066, + 0.071072518825531, + 0.3285195529460907 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0040903957560658455 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057354897260666 + ], + "opposite_logprob_tokens": [ + -3.895573616027832 + ], + "logprob_reward": -0.02057354897260666, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057354897260666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08217612653970718, + 0.07205866277217865, + 0.06318627297878265, + 0.07754623889923096, + 0.08224254101514816, + 0.08302248269319534, + 0.13767971098423004, + 0.12014494836330414, + 0.21749654412269592, + 0.06444650888442993 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.02057354897260666 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093007650226355 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093007650226355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093007650226355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.087739959359169, + 0.07093710452318192, + 0.04232725873589516, + 0.06571467965841293, + 0.056542761623859406, + 0.04548696428537369, + 0.12212889641523361, + 0.11228454113006592, + 0.3150276243686676, + 0.08181025832891464 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.004093007650226355 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic shot begins in medium shot, then moves in a steady, fluid motion, backward and upward. The image initially focuses on a mythical, multicolored phoenix, soaring above a vast sea of clouds. The phoenix's feathers shimmer like silk and brocade: a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail, each feather edged with a shimmering golden thread. Illuminated by the warm golden light of the setting sun, its form appears shimmering. The phoenix flaps its massive wings in a majestic and rhythmic motion, each downward stroke powerful yet effortless, its long, resplendent tail gracefully flowing behind it like a rainbow ribbon. As the camera slowly pulls away, the viewer's perspective expands dramatically, the phoenix's once-dominant grandeur gradually dwarfed by the boundless, swirling cotton candy clouds below. Sunlight penetrates the gaps in the clouds, casting magnificent beams of light and dyeing the sea of clouds into a golden ocean. Ultimately, the phoenix transforms into a dazzling speck of color on the distant skyline, solitary and moving across the vastness of heaven and earth. The entire scene exudes a sense of ultimate epicness and solitary grandeur, a tranquil and sacred atmosphere, and warm and brilliant tones.", + "seed": 24559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_12/index_1846_seed_24559_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024456994561478495, + "vlm_logprob": -0.024456994561478495, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.024456994561478495, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03852512314915657 + ], + "opposite_logprob_tokens": [ + -3.288525104522705 + ], + "logprob_reward": -0.03852512314915657, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03852512314915657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1271287202835083, + 0.12391170114278793, + 0.1407393366098404, + 0.05606745183467865, + 0.28520214557647705, + 0.08504454791545868, + 0.04875101521611214, + 0.041460298001766205, + 0.05634179338812828, + 0.03535301610827446 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.03852512314915657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303912952542305 + ], + "opposite_logprob_tokens": [ + -3.773303985595703 + ], + "logprob_reward": -0.023303912952542305, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303912952542305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.150239959359169, + 0.0500120110809803, + 0.5348896384239197, + 0.02178986556828022, + 0.11119835823774338, + 0.020166940987110138, + 0.016297603026032448, + 0.03545372560620308, + 0.020428160205483437, + 0.03952367231249809 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.023303912952542305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031876962166279554 + ], + "opposite_logprob_tokens": [ + -5.753187656402588 + ], + "logprob_reward": -0.0031876962166279554, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031876962166279554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18927158415317535, + 0.051599085330963135, + 0.0647551417350769, + 0.03509588539600372, + 0.1786416620016098, + 0.11205440759658813, + 0.12122662365436554, + 0.08691730350255966, + 0.07620605826377869, + 0.08423228561878204 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0031876962166279554 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863445460796356 + ], + "opposite_logprob_tokens": [ + -3.0486345291137695 + ], + "logprob_reward": -0.04863445460796356, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863445460796356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25978219509124756, + 0.044222377240657806, + 0.11018010228872299, + 0.04791131615638733, + 0.06400232017040253, + 0.11253254860639572, + 0.029787516221404076, + 0.12653841078281403, + 0.12064500153064728, + 0.08439821749925613 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.04863445460796356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mythical phoenix with a vermilion crest, emerald green ruff, royal blue wings, imperial yellow belly, and pure white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the phoenix's feathers edged with shimmering golden thread and does it flap its massive wings in a rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a vast sea of clouds illuminated by the warm golden light of a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin in a medium shot and move in a steady, fluid motion backward and upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the phoenix transforming into a distant speck of color while beams of sunlight penetrate the clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633785881102085 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633785881102085, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633785881102085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11066242307424545, + 0.05405187979340553, + 0.10862341523170471, + 0.03290421515703201, + 0.05909676477313042, + 0.1132161095738411, + 0.09428081661462784, + 0.1559402346611023, + 0.11464181542396545, + 0.1565823256969452 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.008633785881102085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_13/index_tensor([9350, 9350])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_13/index_tensor([9350, 9350])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f81dcc81ec0b60db4682ea5e582db5c79fc661de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_13/index_tensor([9350, 9350])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady medium shot, shot from a level angle, places an elderly man, with white hair and youthful features, a gaunt complexion, yet piercing eyes, firmly in the center of the frame. He wears a loose, traditional white silk training suit, tied with a dark cloth belt at his waist, making him stand out against the backdrop of a quaint courtyard. It is afternoon, and the gentle, slanting sun filters through the gnarled branches of a nearby ancient tree, casting dappled shadows on a ground covered in golden and crimson leaves. The elderly man plants his feet firmly, his body slightly lowered. After taking a deep breath, he slowly and steadily thrusts his right palm forward from his waist. As he thrusts his palm forward, an invisible internal energy seems to surge from his palm. The still, dry leaves on the ground directly in front of him begin to tremble restlessly, then are swept up by a gentle yet powerful current, forming a miniature vortex that spirals upward around his arm, the leaves tumbling and dancing in the air. The entire picture presents a warm, slightly faded nostalgic film texture with slight grain and soft vignetting. The sunlight captures the leaves flying in the air, making them shimmer with golden light, creating a profound artistic conception of tranquility, concentration and restrained power.", + "seed": 14299, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_13/index_9350_seed_14299_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04982953015714884, + "vlm_logprob": -0.04982953015714884, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.04982953015714884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010345522314310074 + ], + "opposite_logprob_tokens": [ + -4.635345458984375 + ], + "logprob_reward": -0.010345522314310074, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010345522314310074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18883973360061646, + 0.08068853616714478, + 0.1885402500629425, + 0.17931057512760162, + 0.07498453557491302, + 0.03340098261833191, + 0.07845086604356766, + 0.06355860829353333, + 0.07700571417808533, + 0.035220202058553696 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.010345522314310074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538296170532703 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538296170532703, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538296170532703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14496485888957977, + 0.03289845213294029, + 0.26766061782836914, + 0.09563285857439041, + 0.09196191281080246, + 0.1108224168419838, + 0.04170626774430275, + 0.09582756459712982, + 0.05786256119608879, + 0.06066248193383217 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.012538296170532703 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606062613427639 + ], + "opposite_logprob_tokens": [ + -4.141060829162598 + ], + "logprob_reward": -0.01606062613427639, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606062613427639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10684903711080551, + 0.06309884041547775, + 0.10581298172473907, + 0.14347559213638306, + 0.03292134776711464, + 0.02904972806572914, + 0.11079674959182739, + 0.09124303609132767, + 0.1384182572364807, + 0.17833445966243744 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.01606062613427639 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.201569065451622 + ], + "opposite_logprob_tokens": [ + -1.7015690803527832 + ], + "logprob_reward": -0.201569065451622, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.201569065451622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12943944334983826, + 0.0546514131128788, + 0.18654531240463257, + 0.10853017866611481, + 0.10243988782167435, + 0.05170547589659691, + 0.06772999465465546, + 0.056646041572093964, + 0.12555557489395142, + 0.11675671488046646 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.201569065451622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634140715003014 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008634140715003014, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634140715003014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1304028183221817, + 0.0818973034620285, + 0.19410449266433716, + 0.17575155198574066, + 0.036683980375528336, + 0.06196209788322449, + 0.03419763594865799, + 0.06921665370464325, + 0.1207372322678566, + 0.09504619240760803 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.008634140715003014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a level angle, places an elderly man, with white hair and youthful features, a gaunt complexion, yet piercing eyes, firmly in the center of the frame. He wears a loose, traditional white silk training suit, tied with a dark cloth belt at his waist, making him stand out against the backdrop of a quaint courtyard. It is afternoon, and the gentle, slanting sun filters through the gnarled branches of a nearby ancient tree, casting dappled shadows on a ground covered in golden and crimson leaves. The elderly man plants his feet firmly, his body slightly lowered. After taking a deep breath, he slowly and steadily thrusts his right palm forward from his waist. As he thrusts his palm forward, an invisible internal energy seems to surge from his palm. The still, dry leaves on the ground directly in front of him begin to tremble restlessly, then are swept up by a gentle yet powerful current, forming a miniature vortex that spirals upward around his arm, the leaves tumbling and dancing in the air. The entire picture presents a warm, slightly faded nostalgic film texture with slight grain and soft vignetting. The sunlight captures the leaves flying in the air, making them shimmer with golden light, creating a profound artistic conception of tranquility, concentration and restrained power.", + "seed": 14300, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_13/index_9350_seed_14300_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.049034519121050835, + "vlm_logprob": -0.049034519121050835, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.049034519121050835, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016878880560398102 + ], + "opposite_logprob_tokens": [ + -4.141879081726074 + ], + "logprob_reward": -0.016878880560398102, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016878880560398102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19663763046264648, + 0.08577007800340652, + 0.13525602221488953, + 0.19269272685050964, + 0.09292519837617874, + 0.028961922973394394, + 0.034361161291599274, + 0.1405663937330246, + 0.05058389902114868, + 0.04224499687552452 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.016878880560398102 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189411610364914 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189411610364914, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189411610364914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17083315551280975, + 0.13434650003910065, + 0.12986423075199127, + 0.3003334403038025, + 0.032203517854213715, + 0.035785529762506485, + 0.04155205562710762, + 0.04259355738759041, + 0.0661175325512886, + 0.046370506286621094 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.018189411610364914 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368692100048065 + ], + "opposite_logprob_tokens": [ + -3.408686876296997 + ], + "logprob_reward": -0.03368692100048065, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368692100048065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11877969652414322, + 0.12031964212656021, + 0.06696106493473053, + 0.3213461935520172, + 0.06944817304611206, + 0.031243128702044487, + 0.11594085395336151, + 0.051354799419641495, + 0.06892408430576324, + 0.03568238019943237 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.03368692100048065 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603565216064453 + ], + "opposite_logprob_tokens": [ + -1.9103565216064453 + ], + "logprob_reward": -0.1603565216064453, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603565216064453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19256454706192017, + 0.15894050896167755, + 0.07709920406341553, + 0.1103786900639534, + 0.06308821588754654, + 0.0635891780257225, + 0.13285309076309204, + 0.04925398901104927, + 0.0911954715847969, + 0.06103706732392311 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.1603565216064453 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016060860827565193 + ], + "opposite_logprob_tokens": [ + -4.141060829162598 + ], + "logprob_reward": -0.016060860827565193, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016060860827565193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12184113264083862, + 0.12004896253347397, + 0.054952189326286316, + 0.31883811950683594, + 0.1319708526134491, + 0.03212835267186165, + 0.10676809400320053, + 0.0373922660946846, + 0.030736016109585762, + 0.045323994010686874 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.016060860827565193 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a level angle, places an elderly man, with white hair and youthful features, a gaunt complexion, yet piercing eyes, firmly in the center of the frame. He wears a loose, traditional white silk training suit, tied with a dark cloth belt at his waist, making him stand out against the backdrop of a quaint courtyard. It is afternoon, and the gentle, slanting sun filters through the gnarled branches of a nearby ancient tree, casting dappled shadows on a ground covered in golden and crimson leaves. The elderly man plants his feet firmly, his body slightly lowered. After taking a deep breath, he slowly and steadily thrusts his right palm forward from his waist. As he thrusts his palm forward, an invisible internal energy seems to surge from his palm. The still, dry leaves on the ground directly in front of him begin to tremble restlessly, then are swept up by a gentle yet powerful current, forming a miniature vortex that spirals upward around his arm, the leaves tumbling and dancing in the air. The entire picture presents a warm, slightly faded nostalgic film texture with slight grain and soft vignetting. The sunlight captures the leaves flying in the air, making them shimmer with golden light, creating a profound artistic conception of tranquility, concentration and restrained power.", + "seed": 14301, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_13/index_9350_seed_14301_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029755288222804665, + "vlm_logprob": -0.029755288222804665, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.029755288222804665, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016406746581196785 + ], + "opposite_logprob_tokens": [ + -4.141406536102295 + ], + "logprob_reward": -0.016406746581196785, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016406746581196785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25341638922691345, + 0.03168756142258644, + 0.0894901305437088, + 0.07017336040735245, + 0.05238929018378258, + 0.21475543081760406, + 0.027983233332633972, + 0.06310216337442398, + 0.09728742390871048, + 0.09971490502357483 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.016406746581196785 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002488613361492753 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.002488613361492753, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002488613361492753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10470054298639297, + 0.05576595291495323, + 0.061757415533065796, + 0.02896389178931713, + 0.04259674251079559, + 0.0338534340262413, + 0.032916340976953506, + 0.10042393207550049, + 0.5053074359893799, + 0.03371434658765793 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.002488613361492753 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978975884616375 + ], + "opposite_logprob_tokens": [ + -3.529789686203003 + ], + "logprob_reward": -0.02978975884616375, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978975884616375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08280126005411148, + 0.018046345561742783, + 0.03710860759019852, + 0.08916580677032471, + 0.08233524113893509, + 0.03976915776729584, + 0.08224895596504211, + 0.3583444058895111, + 0.1525842547416687, + 0.05759596452116966 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.02978975884616375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902212232351303 + ], + "opposite_logprob_tokens": [ + -2.464022159576416 + ], + "logprob_reward": -0.08902212232351303, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902212232351303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07551906257867813, + 0.015012086369097233, + 0.03829652816057205, + 0.0461631678044796, + 0.03613897040486336, + 0.06363209336996078, + 0.030998313799500465, + 0.17032596468925476, + 0.5008609294891357, + 0.023052891716361046 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.08902212232351303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069200001657009 + ], + "opposite_logprob_tokens": [ + -4.511069297790527 + ], + "logprob_reward": -0.011069200001657009, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069200001657009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04042402654886246, + 0.020355692133307457, + 0.032016411423683167, + 0.087924525141716, + 0.042069464921951294, + 0.03518400713801384, + 0.03852022811770439, + 0.08924504369497299, + 0.5709158182144165, + 0.043344900012016296 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.011069200001657009 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a level angle, places an elderly man, with white hair and youthful features, a gaunt complexion, yet piercing eyes, firmly in the center of the frame. He wears a loose, traditional white silk training suit, tied with a dark cloth belt at his waist, making him stand out against the backdrop of a quaint courtyard. It is afternoon, and the gentle, slanting sun filters through the gnarled branches of a nearby ancient tree, casting dappled shadows on a ground covered in golden and crimson leaves. The elderly man plants his feet firmly, his body slightly lowered. After taking a deep breath, he slowly and steadily thrusts his right palm forward from his waist. As he thrusts his palm forward, an invisible internal energy seems to surge from his palm. The still, dry leaves on the ground directly in front of him begin to tremble restlessly, then are swept up by a gentle yet powerful current, forming a miniature vortex that spirals upward around his arm, the leaves tumbling and dancing in the air. The entire picture presents a warm, slightly faded nostalgic film texture with slight grain and soft vignetting. The sunlight captures the leaves flying in the air, making them shimmer with golden light, creating a profound artistic conception of tranquility, concentration and restrained power.", + "seed": 14302, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_13/index_9350_seed_14302_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08854197729378939, + "vlm_logprob": -0.08854197729378939, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.08854197729378939, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023790262639522552 + ], + "opposite_logprob_tokens": [ + -3.7737903594970703 + ], + "logprob_reward": -0.023790262639522552, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023790262639522552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12877483665943146, + 0.289472371339798, + 0.01250832062214613, + 0.010074813850224018, + 0.017227059230208397, + 0.032548025250434875, + 0.049497272819280624, + 0.33185407519340515, + 0.02966514602303505, + 0.09837799519300461 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.023790262639522552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993009090423584 + ], + "opposite_logprob_tokens": [ + -1.8049300909042358 + ], + "logprob_reward": -0.17993009090423584, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993009090423584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11169595271348953, + 0.3397081792354584, + 0.011788051575422287, + 0.006446524523198605, + 0.019266102463006973, + 0.04957541450858116, + 0.03040137141942978, + 0.30967238545417786, + 0.05267874523997307, + 0.06876728683710098 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.17993009090423584 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338299736380577 + ], + "opposite_logprob_tokens": [ + -3.6513383388519287 + ], + "logprob_reward": -0.026338299736380577, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338299736380577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05906368046998978, + 0.05310087651014328, + 0.045390401035547256, + 0.034501172602176666, + 0.029315782710909843, + 0.06262852251529694, + 0.030791033059358597, + 0.40072348713874817, + 0.02781090885400772, + 0.256674200296402 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.026338299736380577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157696306705475 + ], + "opposite_logprob_tokens": [ + -1.7015769481658936 + ], + "logprob_reward": -0.20157696306705475, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157696306705475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04265648499131203, + 0.08847863972187042, + 0.006696562748402357, + 0.012840104289352894, + 0.008201053366065025, + 0.02123849093914032, + 0.02195284515619278, + 0.5608105659484863, + 0.009552440606057644, + 0.22757282853126526 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.20157696306705475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly man with white hair and a gaunt complexion wearing a loose white silk training suit with a dark cloth belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quaint courtyard with gnarled tree branches and ground covered in golden and crimson leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man plant his feet, lower his body, and slowly thrust his right palm forward from his waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dry leaves on the ground tremble and form a miniature vortex spiraling upward around the man's arm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a steady medium shot from a level angle with a warm, slightly faded nostalgic film texture including slight grain and soft vignetting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074270121753216 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074270121753216, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074270121753216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07660696655511856, + 0.2609785199165344, + 0.011221932247281075, + 0.018979057669639587, + 0.00855680089443922, + 0.016292378306388855, + 0.05916028469800949, + 0.46755364537239075, + 0.015696480870246887, + 0.06495393812656403 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.011074270121753216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_14/index_tensor([2409, 2409])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_14/index_tensor([2409, 2409])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..571095a5974587e22edc2959c4000d3add83e672 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_14/index_tensor([2409, 2409])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a dreamlike close-up, the camera performing a slow, continuous roll, causing the entire world to gently rotate. Within this swirling vision, a handmade rag doll lies quietly on a fluffy white pillow, bathed in the warm, rich golden afternoon sun. Its body is sewn from rough, beige linen, the sunlight highlighting the texture of the fabric. Its eyes are two dark buttons of varying sizes: one a simple four-hole plastic button, the other slightly larger and patinaed with wood. A simple smile, embroidered in red thread, is frozen on its face. As the camera rotates slowly, the rag doll seems to succumb to gravity in slow motion and begins a silent slide: its body slides down from the top of the pillow very slowly, the fabric rubbing slightly against the cotton surface of the pillowcase, and finally its soft body stuffed with cotton slides silently off the edge of the pillow. The whole process, amidst the swirling golden halo and flying dust, creates a nostalgic atmosphere that is both peaceful and slightly sad, like a fading childhood memory.", + "seed": 5833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_14/index_2409_seed_5833_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1751130074262619, + "vlm_logprob": -0.1751130074262619, + "vlm_yes_no_margin": 2.0249999940395353, + "vlm_token_credit": -0.1751130074262619, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4790225327014923 + ], + "opposite_logprob_tokens": [ + -0.9790225028991699 + ], + "logprob_reward": -0.4790225327014923, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4790225327014923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05908910930156708, + 0.030116109177470207, + 0.03960706293582916, + 0.0560399554669857, + 0.12338119745254517, + 0.06797920912504196, + 0.04785231873393059, + 0.06230185553431511, + 0.475055068731308, + 0.03857814148068428 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.4790225327014923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869803786277771 + ], + "opposite_logprob_tokens": [ + -3.0486979484558105 + ], + "logprob_reward": -0.04869803786277771, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869803786277771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03058399073779583, + 0.016176825389266014, + 0.05290389806032181, + 0.03179873153567314, + 0.08149728178977966, + 0.05418039485812187, + 0.05766896903514862, + 0.07706939429044724, + 0.5678563117980957, + 0.030264226719737053 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.04869803786277771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297909170389175 + ], + "opposite_logprob_tokens": [ + -2.2379791736602783 + ], + "logprob_reward": -0.11297909170389175, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297909170389175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08997788280248642, + 0.03198354318737984, + 0.06208304315805435, + 0.028440963476896286, + 0.17406387627124786, + 0.07429991662502289, + 0.09949653595685959, + 0.15753377974033356, + 0.23320221900939941, + 0.04891819879412651 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.11297909170389175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990927398204803 + ], + "opposite_logprob_tokens": [ + -1.8049092292785645 + ], + "logprob_reward": -0.17990927398204803, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990927398204803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04880055412650108, + 0.02762787416577339, + 0.11662556231021881, + 0.06196882575750351, + 0.10792143642902374, + 0.12636728584766388, + 0.14183911681175232, + 0.17785461246967316, + 0.1771739274263382, + 0.01382081862539053 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.17990927398204803 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549561008810997 + ], + "opposite_logprob_tokens": [ + -2.9299561977386475 + ], + "logprob_reward": -0.0549561008810997, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549561008810997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05943578854203224, + 0.02010713331401348, + 0.08632038533687592, + 0.052248697727918625, + 0.13138487935066223, + 0.24871456623077393, + 0.09674156457185745, + 0.09903892874717712, + 0.07608239352703094, + 0.1299256682395935 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.0549561008810997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dreamlike close-up, the camera performing a slow, continuous roll, causing the entire world to gently rotate. Within this swirling vision, a handmade rag doll lies quietly on a fluffy white pillow, bathed in the warm, rich golden afternoon sun. Its body is sewn from rough, beige linen, the sunlight highlighting the texture of the fabric. Its eyes are two dark buttons of varying sizes: one a simple four-hole plastic button, the other slightly larger and patinaed with wood. A simple smile, embroidered in red thread, is frozen on its face. As the camera rotates slowly, the rag doll seems to succumb to gravity in slow motion and begins a silent slide: its body slides down from the top of the pillow very slowly, the fabric rubbing slightly against the cotton surface of the pillowcase, and finally its soft body stuffed with cotton slides silently off the edge of the pillow. The whole process, amidst the swirling golden halo and flying dust, creates a nostalgic atmosphere that is both peaceful and slightly sad, like a fading childhood memory.", + "seed": 5834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_14/index_2409_seed_5834_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13017376335337758, + "vlm_logprob": -0.13017376335337758, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.13017376335337758, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.284437358379364 + ], + "opposite_logprob_tokens": [ + -1.4094374179840088 + ], + "logprob_reward": -0.284437358379364, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.284437358379364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033564578741788864, + 0.01312891487032175, + 0.026213599368929863, + 0.05371091514825821, + 0.5855573415756226, + 0.01809004507958889, + 0.02295720763504505, + 0.1416434943675995, + 0.01795344613492489, + 0.08718044310808182 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.284437358379364 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052719381637871265 + ], + "opposite_logprob_tokens": [ + -5.255271911621094 + ], + "logprob_reward": -0.0052719381637871265, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052719381637871265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038776446133852005, + 0.022248119115829468, + 0.02465611882507801, + 0.039916202425956726, + 0.7054974436759949, + 0.012008477002382278, + 0.03421057388186455, + 0.07229328155517578, + 0.011504236608743668, + 0.03888912498950958 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.0052719381637871265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700526013970375 + ], + "opposite_logprob_tokens": [ + -2.6950526237487793 + ], + "logprob_reward": -0.0700526013970375, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700526013970375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029338451102375984, + 0.02297724038362503, + 0.01437852717936039, + 0.02657482773065567, + 0.7698213458061218, + 0.018209261819720268, + 0.018767455592751503, + 0.0498843714594841, + 0.013943811878561974, + 0.03610473871231079 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.0700526013970375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813277542591095 + ], + "opposite_logprob_tokens": [ + -1.406327724456787 + ], + "logprob_reward": -0.2813277542591095, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813277542591095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028071323409676552, + 0.02908046916127205, + 0.022817539051175117, + 0.052236929535865784, + 0.4423265755176544, + 0.03466847911477089, + 0.03067800961434841, + 0.1285475492477417, + 0.06478029489517212, + 0.16679289937019348 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.2813277542591095 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977916456758976 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.00977916456758976, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977916456758976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029833007603883743, + 0.03523935005068779, + 0.019408253952860832, + 0.027972176671028137, + 0.6228538155555725, + 0.040947698056697845, + 0.024988392367959023, + 0.04519524425268173, + 0.058549221605062485, + 0.09501288086175919 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.00977916456758976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dreamlike close-up, the camera performing a slow, continuous roll, causing the entire world to gently rotate. Within this swirling vision, a handmade rag doll lies quietly on a fluffy white pillow, bathed in the warm, rich golden afternoon sun. Its body is sewn from rough, beige linen, the sunlight highlighting the texture of the fabric. Its eyes are two dark buttons of varying sizes: one a simple four-hole plastic button, the other slightly larger and patinaed with wood. A simple smile, embroidered in red thread, is frozen on its face. As the camera rotates slowly, the rag doll seems to succumb to gravity in slow motion and begins a silent slide: its body slides down from the top of the pillow very slowly, the fabric rubbing slightly against the cotton surface of the pillowcase, and finally its soft body stuffed with cotton slides silently off the edge of the pillow. The whole process, amidst the swirling golden halo and flying dust, creates a nostalgic atmosphere that is both peaceful and slightly sad, like a fading childhood memory.", + "seed": 5835, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_14/index_2409_seed_5835_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10936220660805702, + "vlm_logprob": -0.10936220660805702, + "vlm_yes_no_margin": 2.924999988079071, + "vlm_token_credit": -0.10936220660805702, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39150720834732056 + ], + "opposite_logprob_tokens": [ + -1.1415071487426758 + ], + "logprob_reward": -0.39150720834732056, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.39150720834732056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22550857067108154, + 0.07731913030147552, + 0.10838261991739273, + 0.08847934752702713, + 0.12393377721309662, + 0.15051503479480743, + 0.033096905797719955, + 0.1223302111029625, + 0.031022686511278152, + 0.03941170871257782 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.39150720834732056 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014229970052838326 + ], + "opposite_logprob_tokens": [ + -4.264229774475098 + ], + "logprob_reward": -0.014229970052838326, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014229970052838326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05373243987560272, + 0.07696766406297684, + 0.08579538017511368, + 0.1386367380619049, + 0.1305512636899948, + 0.10898789763450623, + 0.08138178288936615, + 0.0935535579919815, + 0.09494823962450027, + 0.13544505834579468 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.014229970052838326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004915922880173 + ], + "opposite_logprob_tokens": [ + -2.6950490474700928 + ], + "logprob_reward": -0.07004915922880173, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004915922880173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08623823523521423, + 0.06052394211292267, + 0.29550594091415405, + 0.03177538514137268, + 0.08792982250452042, + 0.2748284935951233, + 0.0549219474196434, + 0.027386309579014778, + 0.03853144496679306, + 0.04235850274562836 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.07004915922880173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549592599272728 + ], + "opposite_logprob_tokens": [ + -2.929959297180176 + ], + "logprob_reward": -0.0549592599272728, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549592599272728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03439612686634064, + 0.11404810845851898, + 0.16720925271511078, + 0.08858836442232132, + 0.15226735174655914, + 0.17026154696941376, + 0.11929129809141159, + 0.04101093113422394, + 0.05819656327366829, + 0.05473044142127037 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.0549592599272728 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016065435484051704 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.016065435484051704, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016065435484051704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08085533231496811, + 0.031476330012083054, + 0.05574030429124832, + 0.05126507580280304, + 0.078419528901577, + 0.0363963283598423, + 0.06240064278244972, + 0.09980060160160065, + 0.33376410603523254, + 0.16988177597522736 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.016065435484051704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a dreamlike close-up, the camera performing a slow, continuous roll, causing the entire world to gently rotate. Within this swirling vision, a handmade rag doll lies quietly on a fluffy white pillow, bathed in the warm, rich golden afternoon sun. Its body is sewn from rough, beige linen, the sunlight highlighting the texture of the fabric. Its eyes are two dark buttons of varying sizes: one a simple four-hole plastic button, the other slightly larger and patinaed with wood. A simple smile, embroidered in red thread, is frozen on its face. As the camera rotates slowly, the rag doll seems to succumb to gravity in slow motion and begins a silent slide: its body slides down from the top of the pillow very slowly, the fabric rubbing slightly against the cotton surface of the pillowcase, and finally its soft body stuffed with cotton slides silently off the edge of the pillow. The whole process, amidst the swirling golden halo and flying dust, creates a nostalgic atmosphere that is both peaceful and slightly sad, like a fading childhood memory.", + "seed": 5836, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_14/index_2409_seed_5836_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22922863438725471, + "vlm_logprob": -0.22922863438725471, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.22922863438725471, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9758915305137634 + ], + "opposite_logprob_tokens": [ + -0.4758915305137634 + ], + "logprob_reward": -0.9758915305137634, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9758915305137634, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07966020703315735, + 0.02900381200015545, + 0.050212983042001724, + 0.025378050282597542, + 0.055920761078596115, + 0.04213349148631096, + 0.015388455241918564, + 0.049473296850919724, + 0.5946370959281921, + 0.058191824704408646 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.9758915305137634 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008662622421979904 + ], + "opposite_logprob_tokens": [ + -4.758662700653076 + ], + "logprob_reward": -0.008662622421979904, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008662622421979904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055193811655044556, + 0.05309132859110832, + 0.07792365550994873, + 0.030962195247411728, + 0.06926574558019638, + 0.08667585253715515, + 0.09452451765537262, + 0.0891495868563652, + 0.3300670385360718, + 0.11314620077610016 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.008662622421979904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902182638645172 + ], + "opposite_logprob_tokens": [ + -2.57902193069458 + ], + "logprob_reward": -0.07902182638645172, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902182638645172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06808052957057953, + 0.035231027752161026, + 0.037870969623327255, + 0.05846027657389641, + 0.12164513766765594, + 0.10637220740318298, + 0.04975838214159012, + 0.09420710802078247, + 0.32487088441848755, + 0.10350349545478821 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.07902182638645172 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003148645162582 + ], + "opposite_logprob_tokens": [ + -2.6950314044952393 + ], + "logprob_reward": -0.07003148645162582, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003148645162582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04413999989628792, + 0.07199876010417938, + 0.07363128662109375, + 0.0745132565498352, + 0.10267779231071472, + 0.04854786396026611, + 0.06370343267917633, + 0.23631161451339722, + 0.2148662507534027, + 0.06960972398519516 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.07003148645162582 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, continuous roll causing the scene to rotate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a handmade rag doll made of rough beige linen visible on a fluffy white pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the doll's eyes consist of two dark buttons of varying sizes, one plastic and one wood-patinaed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the doll slide slowly off the edge of the pillow in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm golden afternoon sun with visible flying dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535706162452698 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535706162452698, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535706162452698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12496373802423477, + 0.09058872610330582, + 0.053681712597608566, + 0.03230100870132446, + 0.10768783837556839, + 0.08594070374965668, + 0.03090067394077778, + 0.0688227191567421, + 0.313137948513031, + 0.09197493642568588 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.012535706162452698 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_15/index_tensor([8006, 8006])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_15/index_tensor([8006, 8006])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..12078d5efff1ad9a7608aef68ff5af9ec2a3c300 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_15/index_tensor([8006, 8006])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly low-angled, medium shot captures a figure seated in perfect lotus pose on a simple, dark cushion within a tranquil meditation chamber. They are draped in a magnificent, deep indigo silk robe, its heavy fabric falling in elegant folds. The setting consists of dark, polished wooden floors, and against the muted backdrop, thin incense smoke curls upward from a small altar. A shaft of dusty afternoon light filters through the tall, latticed windows, illuminating the figure and creating a dramatic play of light and shadow. The figure's chest rises and falls in a slow, low, rhythmic rhythm, the heavy silk of the robe shifting subtly with each steady breath. As this tranquil movement continues, the camera begins a slow, deliberate zoom, sliding forward to focus intimately on the robe's chest area. The lens draws the viewer's gaze from the overall form to the breathtaking microcosm of the intricate embroidery, revealing the texture of each gold and silver metallic stitch, forming swirling celestial dragons and dark clouds, creating a profound atmosphere of deep concentration and spiritual tranquility.", + "seed": 4925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_15/index_8006_seed_4925_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.00887800082564354, + "vlm_logprob": -0.00887800082564354, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.00887800082564354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006921245250850916 + ], + "opposite_logprob_tokens": [ + -5.006921291351318 + ], + "logprob_reward": -0.006921245250850916, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006921245250850916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12029672414064407, + 0.40609467029571533, + 0.15032370388507843, + 0.05105156823992729, + 0.058624833822250366, + 0.07409167289733887, + 0.0179605595767498, + 0.027309399098157883, + 0.04294908791780472, + 0.0512978695333004 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.006921245250850916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036245384253561497 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.0036245384253561497, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036245384253561497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11518924683332443, + 0.14725135266780853, + 0.2490609884262085, + 0.06379622966051102, + 0.04570608213543892, + 0.009228857234120369, + 0.0351046621799469, + 0.025428401306271553, + 0.26673203706741333, + 0.042502108961343765 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.0036245384253561497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632013574242592 + ], + "opposite_logprob_tokens": [ + -4.758632183074951 + ], + "logprob_reward": -0.008632013574242592, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632013574242592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21338771283626556, + 0.10178077220916748, + 0.18628723919391632, + 0.028272690251469612, + 0.16372089087963104, + 0.035353224724531174, + 0.043960146605968475, + 0.04270143061876297, + 0.0541926845908165, + 0.13034316897392273 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.008632013574242592 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057892084121704 + ], + "opposite_logprob_tokens": [ + -3.8955788612365723 + ], + "logprob_reward": -0.02057892084121704, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057892084121704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21979548037052155, + 0.19679507613182068, + 0.09146760404109955, + 0.05315285176038742, + 0.05958891287446022, + 0.1023830771446228, + 0.05459705367684364, + 0.053860969841480255, + 0.03737017139792442, + 0.13098888099193573 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02057892084121704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633286036550999 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633286036550999, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633286036550999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03273579105734825, + 0.07100824266672134, + 0.22012898325920105, + 0.018155235797166824, + 0.030122587457299232, + 0.039337366819381714, + 0.060122959315776825, + 0.09122756868600845, + 0.21069461107254028, + 0.2264665961265564 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.004633286036550999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angled, medium shot captures a figure seated in perfect lotus pose on a simple, dark cushion within a tranquil meditation chamber. They are draped in a magnificent, deep indigo silk robe, its heavy fabric falling in elegant folds. The setting consists of dark, polished wooden floors, and against the muted backdrop, thin incense smoke curls upward from a small altar. A shaft of dusty afternoon light filters through the tall, latticed windows, illuminating the figure and creating a dramatic play of light and shadow. The figure's chest rises and falls in a slow, low, rhythmic rhythm, the heavy silk of the robe shifting subtly with each steady breath. As this tranquil movement continues, the camera begins a slow, deliberate zoom, sliding forward to focus intimately on the robe's chest area. The lens draws the viewer's gaze from the overall form to the breathtaking microcosm of the intricate embroidery, revealing the texture of each gold and silver metallic stitch, forming swirling celestial dragons and dark clouds, creating a profound atmosphere of deep concentration and spiritual tranquility.", + "seed": 4926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_15/index_8006_seed_4926_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.013310253247618675, + "vlm_logprob": -0.013310253247618675, + "vlm_yes_no_margin": 4.774999952316284, + "vlm_token_credit": -0.013310253247618675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018532924354076385 + ], + "opposite_logprob_tokens": [ + -4.018532752990723 + ], + "logprob_reward": -0.018532924354076385, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018532924354076385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1923467516899109, + 0.07395413517951965, + 0.05928540974855423, + 0.079299695789814, + 0.20578911900520325, + 0.07689274102449417, + 0.07632940262556076, + 0.09515140950679779, + 0.1082477793097496, + 0.03270351514220238 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.018532924354076385 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032045699190348387 + ], + "opposite_logprob_tokens": [ + -5.753204345703125 + ], + "logprob_reward": -0.0032045699190348387, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032045699190348387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08575542271137238, + 0.05306006595492363, + 0.09912708401679993, + 0.02212323248386383, + 0.0823422372341156, + 0.36598673462867737, + 0.13159717619419098, + 0.06679364293813705, + 0.0602223202586174, + 0.032992083579301834 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.0032045699190348387 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631895296275616 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.008631895296275616, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631895296275616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.302590936422348, + 0.13828681409358978, + 0.04209929332137108, + 0.03545529022812843, + 0.08998586237430573, + 0.0412747897207737, + 0.051009222865104675, + 0.046420641243457794, + 0.19402262568473816, + 0.05885457620024681 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.008631895296275616 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369694948196411 + ], + "opposite_logprob_tokens": [ + -3.4086968898773193 + ], + "logprob_reward": -0.03369694948196411, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369694948196411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3681059181690216, + 0.23625975847244263, + 0.02321024052798748, + 0.019382648169994354, + 0.04453065246343613, + 0.034166958183050156, + 0.02456722781062126, + 0.0228935144841671, + 0.1538117378950119, + 0.07307128608226776 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.03369694948196411 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484927186742425 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.002484927186742425, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484927186742425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10812190175056458, + 0.02363794483244419, + 0.05721181631088257, + 0.06881628930568695, + 0.04591510444879532, + 0.41859516501426697, + 0.07566940039396286, + 0.11723494529724121, + 0.046657998114824295, + 0.03813944011926651 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.002484927186742425 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angled, medium shot captures a figure seated in perfect lotus pose on a simple, dark cushion within a tranquil meditation chamber. They are draped in a magnificent, deep indigo silk robe, its heavy fabric falling in elegant folds. The setting consists of dark, polished wooden floors, and against the muted backdrop, thin incense smoke curls upward from a small altar. A shaft of dusty afternoon light filters through the tall, latticed windows, illuminating the figure and creating a dramatic play of light and shadow. The figure's chest rises and falls in a slow, low, rhythmic rhythm, the heavy silk of the robe shifting subtly with each steady breath. As this tranquil movement continues, the camera begins a slow, deliberate zoom, sliding forward to focus intimately on the robe's chest area. The lens draws the viewer's gaze from the overall form to the breathtaking microcosm of the intricate embroidery, revealing the texture of each gold and silver metallic stitch, forming swirling celestial dragons and dark clouds, creating a profound atmosphere of deep concentration and spiritual tranquility.", + "seed": 4927, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_15/index_8006_seed_4927_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030948849581182002, + "vlm_logprob": -0.030948849581182002, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.030948849581182002, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127642422914505 + ], + "opposite_logprob_tokens": [ + -2.1276423931121826 + ], + "logprob_reward": -0.127642422914505, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.127642422914505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27728787064552307, + 0.10143883526325226, + 0.061385441571474075, + 0.03649725392460823, + 0.04908185824751854, + 0.030136380344629288, + 0.18582512438297272, + 0.08219078928232193, + 0.13104017078876495, + 0.04511621594429016 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.127642422914505 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032029063440859318 + ], + "opposite_logprob_tokens": [ + -5.75320291519165 + ], + "logprob_reward": -0.0032029063440859318, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032029063440859318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21645304560661316, + 0.07748767733573914, + 0.05899612233042717, + 0.030770914629101753, + 0.10149121284484863, + 0.2053164839744568, + 0.08640088886022568, + 0.03345952555537224, + 0.08741632103919983, + 0.10220770537853241 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0032029063440859318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533116154372692 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.012533116154372692, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533116154372692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25700047612190247, + 0.08798734843730927, + 0.034699250012636185, + 0.041103579103946686, + 0.10979580134153366, + 0.0725671648979187, + 0.2369672805070877, + 0.03839646279811859, + 0.05328402295708656, + 0.06819863617420197 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.012533116154372692 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733465939760208 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733465939760208, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733465939760208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18980997800827026, + 0.14774306118488312, + 0.08742102235555649, + 0.1902506947517395, + 0.0691566914319992, + 0.045148853212594986, + 0.058587949723005295, + 0.08091044425964355, + 0.0650782510638237, + 0.06589308381080627 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.006733465939760208 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632336553186178 + ], + "opposite_logprob_tokens": [ + -5.379632472991943 + ], + "logprob_reward": -0.004632336553186178, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632336553186178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07339270412921906, + 0.06700403988361359, + 0.030009552836418152, + 0.030673254281282425, + 0.06960777193307877, + 0.027551032602787018, + 0.14270852506160736, + 0.17428457736968994, + 0.050571080297231674, + 0.3341974914073944 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.004632336553186178 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angled, medium shot captures a figure seated in perfect lotus pose on a simple, dark cushion within a tranquil meditation chamber. They are draped in a magnificent, deep indigo silk robe, its heavy fabric falling in elegant folds. The setting consists of dark, polished wooden floors, and against the muted backdrop, thin incense smoke curls upward from a small altar. A shaft of dusty afternoon light filters through the tall, latticed windows, illuminating the figure and creating a dramatic play of light and shadow. The figure's chest rises and falls in a slow, low, rhythmic rhythm, the heavy silk of the robe shifting subtly with each steady breath. As this tranquil movement continues, the camera begins a slow, deliberate zoom, sliding forward to focus intimately on the robe's chest area. The lens draws the viewer's gaze from the overall form to the breathtaking microcosm of the intricate embroidery, revealing the texture of each gold and silver metallic stitch, forming swirling celestial dragons and dark clouds, creating a profound atmosphere of deep concentration and spiritual tranquility.", + "seed": 4928, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_15/index_8006_seed_4928_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.006521378364413977, + "vlm_logprob": -0.006521378364413977, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.006521378364413977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00498729944229126 + ], + "opposite_logprob_tokens": [ + -5.3799872398376465 + ], + "logprob_reward": -0.00498729944229126, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00498729944229126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19776536524295807, + 0.08867453783750534, + 0.05233664810657501, + 0.03806813806295395, + 0.0725497156381607, + 0.047059547156095505, + 0.11839346587657928, + 0.13956254720687866, + 0.056774336844682693, + 0.18881572782993317 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.00498729944229126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265060346573591 + ], + "opposite_logprob_tokens": [ + -5.255265235900879 + ], + "logprob_reward": -0.005265060346573591, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265060346573591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14668653905391693, + 0.12080075591802597, + 0.05441715195775032, + 0.02532087452709675, + 0.18546326458454132, + 0.0713544487953186, + 0.06189524754881859, + 0.09245489537715912, + 0.07851814478635788, + 0.1630886346101761 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.005265060346573591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624690420925617 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624690420925617, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624690420925617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.311768501996994, + 0.13515767455101013, + 0.06464150547981262, + 0.05483771115541458, + 0.0759492963552475, + 0.07480573654174805, + 0.0724196806550026, + 0.05703095719218254, + 0.07146614789962769, + 0.08192284405231476 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.007624690420925617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536294758319855 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536294758319855, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536294758319855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08197718858718872, + 0.04589584097266197, + 0.07128949463367462, + 0.04247167706489563, + 0.16785408556461334, + 0.28088632225990295, + 0.022505436092615128, + 0.17192548513412476, + 0.05025351047515869, + 0.06494095176458359 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.012536294758319855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a figure seated in a lotus pose on a dark cushion visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a deep indigo silk robe with heavy fabric and elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene include dark polished wooden floors and an altar with thin incense smoke curling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a shaft of dusty afternoon light filtering through tall latticed windows creating light and shadow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow deliberate zoom forward to focus on the robe's chest area revealing gold and silver embroidery?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021935468539595604 + ], + "opposite_logprob_tokens": [ + -6.127193450927734 + ], + "logprob_reward": -0.0021935468539595604, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021935468539595604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05909543111920357, + 0.03219016268849373, + 0.026285769417881966, + 0.01841401681303978, + 0.0971379280090332, + 0.05354909971356392, + 0.0781092420220375, + 0.12411433458328247, + 0.06953344494104385, + 0.44157058000564575 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.0021935468539595604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_2/index_tensor([1248, 1248])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_2/index_tensor([1248, 1248])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e17efba33e0ba8c844e9a88b3ff4c6c075a14c9b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_2/index_tensor([1248, 1248])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot is fixed on a vibrant, small, red plastic toy sailboat, lying perfectly still in the glassy, clear water that fills a pristine white ceramic bathtub. Soft, warm overhead lighting illuminates the scene, creating gentle highlights on the sleek hull and casting subtle, shimmering reflections on the water, creating an atmosphere of quiet concentration. A silent ripple begins to move across the water, its concentric rings methodically approaching the toy. As the wave reaches the boat, it deliberately lifts one side, causing it to sway precariously. The boat's simple, white plastic mast begins to slowly and inexorably tilt toward the water, triggering a capsize. In one swift, graceful motion, the boat flips completely, mast and sail disappearing beneath the surface as it turns. At the end of the motion, the toy floats motionless, completely upside down, its bright red hull now face-up, gently rocking in the dissipating aftermath.", + "seed": 19189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_2/index_1248_seed_19189_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03646764578297734, + "vlm_logprob": -0.03646764578297734, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03646764578297734, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015114307403564453 + ], + "opposite_logprob_tokens": [ + -4.2651143074035645 + ], + "logprob_reward": -0.015114307403564453, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015114307403564453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29823434352874756, + 0.11159995198249817, + 0.08610115200281143, + 0.09805198758840561, + 0.06844177842140198, + 0.06134021282196045, + 0.04231405258178711, + 0.0609554685652256, + 0.0692056268453598, + 0.103755421936512 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.015114307403564453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952251143753529 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952251143753529, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952251143753529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15882985293865204, + 0.10035465657711029, + 0.08220412582159042, + 0.03456979990005493, + 0.06085510179400444, + 0.08326447755098343, + 0.05043363943696022, + 0.15386827290058136, + 0.2065756469964981, + 0.06904440373182297 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.005952251143753529 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543476186692715 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543476186692715, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543476186692715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1896008998155594, + 0.11921443045139313, + 0.1332045942544937, + 0.037262823432683945, + 0.04305296391248703, + 0.08397647738456726, + 0.16517756879329681, + 0.08525417745113373, + 0.11632142961025238, + 0.026934636756777763 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.012543476186692715 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946444813162088 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946444813162088, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946444813162088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1285398155450821, + 0.07662934064865112, + 0.1151098906993866, + 0.06313697248697281, + 0.07801488041877747, + 0.14980000257492065, + 0.13034610450267792, + 0.09032522141933441, + 0.07924269884824753, + 0.08885504305362701 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.005946444813162088 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278174936771393 + ], + "opposite_logprob_tokens": [ + -2.0177817344665527 + ], + "logprob_reward": -0.14278174936771393, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278174936771393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1378878653049469, + 0.06969388574361801, + 0.13787007331848145, + 0.03919832408428192, + 0.05773282051086426, + 0.03124827891588211, + 0.09534116834402084, + 0.13695162534713745, + 0.25452566146850586, + 0.03955022990703583 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.14278174936771393 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot is fixed on a vibrant, small, red plastic toy sailboat, lying perfectly still in the glassy, clear water that fills a pristine white ceramic bathtub. Soft, warm overhead lighting illuminates the scene, creating gentle highlights on the sleek hull and casting subtle, shimmering reflections on the water, creating an atmosphere of quiet concentration. A silent ripple begins to move across the water, its concentric rings methodically approaching the toy. As the wave reaches the boat, it deliberately lifts one side, causing it to sway precariously. The boat's simple, white plastic mast begins to slowly and inexorably tilt toward the water, triggering a capsize. In one swift, graceful motion, the boat flips completely, mast and sail disappearing beneath the surface as it turns. At the end of the motion, the toy floats motionless, completely upside down, its bright red hull now face-up, gently rocking in the dissipating aftermath.", + "seed": 19190, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_2/index_1248_seed_19190_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018157688807696103, + "vlm_logprob": -0.018157688807696103, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.018157688807696103, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01050643716007471 + ], + "opposite_logprob_tokens": [ + -4.635506629943848 + ], + "logprob_reward": -0.01050643716007471, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01050643716007471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23810096085071564, + 0.08683209121227264, + 0.0525856614112854, + 0.06097079813480377, + 0.11138810962438583, + 0.12186068296432495, + 0.09396496415138245, + 0.03546978905797005, + 0.15189431607723236, + 0.046932585537433624 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.01050643716007471 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257115233689547 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257115233689547, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257115233689547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15179325640201569, + 0.05490817502140999, + 0.028186853975057602, + 0.034610044211149216, + 0.03190287575125694, + 0.12857896089553833, + 0.22413979470729828, + 0.09793397039175034, + 0.12858150899410248, + 0.11936454474925995 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.005257115233689547 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370444104075432 + ], + "opposite_logprob_tokens": [ + -3.4087045192718506 + ], + "logprob_reward": -0.03370444104075432, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370444104075432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07750219851732254, + 0.029261674731969833, + 0.027409883216023445, + 0.03370797261595726, + 0.05776490643620491, + 0.248572438955307, + 0.18142303824424744, + 0.03160323575139046, + 0.24931389093399048, + 0.06344078481197357 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.03370444104075432 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627766579389572 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007627766579389572, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627766579389572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08484652638435364, + 0.04631397873163223, + 0.043594520539045334, + 0.06035655736923218, + 0.05167107284069061, + 0.11765497922897339, + 0.2176102250814438, + 0.07788251340389252, + 0.1881006360054016, + 0.11196903884410858 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.007627766579389572 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369268402457237 + ], + "opposite_logprob_tokens": [ + -3.4086925983428955 + ], + "logprob_reward": -0.03369268402457237, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369268402457237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18141917884349823, + 0.031658291816711426, + 0.02854836732149124, + 0.056195612996816635, + 0.044479865580797195, + 0.33519959449768066, + 0.10990991443395615, + 0.06505324691534042, + 0.0716390311717987, + 0.07589690387248993 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.03369268402457237 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot is fixed on a vibrant, small, red plastic toy sailboat, lying perfectly still in the glassy, clear water that fills a pristine white ceramic bathtub. Soft, warm overhead lighting illuminates the scene, creating gentle highlights on the sleek hull and casting subtle, shimmering reflections on the water, creating an atmosphere of quiet concentration. A silent ripple begins to move across the water, its concentric rings methodically approaching the toy. As the wave reaches the boat, it deliberately lifts one side, causing it to sway precariously. The boat's simple, white plastic mast begins to slowly and inexorably tilt toward the water, triggering a capsize. In one swift, graceful motion, the boat flips completely, mast and sail disappearing beneath the surface as it turns. At the end of the motion, the toy floats motionless, completely upside down, its bright red hull now face-up, gently rocking in the dissipating aftermath.", + "seed": 19191, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_2/index_1248_seed_19191_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03320402428507805, + "vlm_logprob": -0.03320402428507805, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.03320402428507805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009982896968722343 + ], + "opposite_logprob_tokens": [ + -4.759983062744141 + ], + "logprob_reward": -0.009982896968722343, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009982896968722343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30845150351524353, + 0.043952930718660355, + 0.25800466537475586, + 0.12445613741874695, + 0.02610466629266739, + 0.021585511043667793, + 0.05680788680911064, + 0.02198048308491707, + 0.09622298181056976, + 0.04243321344256401 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.009982896968722343 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370386362075806 + ], + "opposite_logprob_tokens": [ + -3.4087038040161133 + ], + "logprob_reward": -0.03370386362075806, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370386362075806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2890875041484833, + 0.10044031590223312, + 0.035969726741313934, + 0.06158988177776337, + 0.10473070293664932, + 0.017412889748811722, + 0.07330227643251419, + 0.0860605463385582, + 0.14838957786560059, + 0.08301661163568497 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.03370386362075806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789945125579834 + ], + "opposite_logprob_tokens": [ + -2.5789945125579834 + ], + "logprob_reward": -0.0789945125579834, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789945125579834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3863488733768463, + 0.14686249196529388, + 0.09797194600105286, + 0.0720236599445343, + 0.030109133571386337, + 0.02502613514661789, + 0.10424268990755081, + 0.07091573625802994, + 0.05027158930897713, + 0.01622770167887211 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0789945125579834 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251185968518257 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251185968518257, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251185968518257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12631551921367645, + 0.06041514128446579, + 0.07598347961902618, + 0.11118265241384506, + 0.03639230132102966, + 0.035261087119579315, + 0.06712057441473007, + 0.10941961407661438, + 0.23516744375228882, + 0.14274217188358307 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.005251185968518257 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808766230940819 + ], + "opposite_logprob_tokens": [ + -3.2880876064300537 + ], + "logprob_reward": -0.03808766230940819, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808766230940819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1823040097951889, + 0.04343776777386665, + 0.04742259159684181, + 0.138724684715271, + 0.06094909459352493, + 0.03086705505847931, + 0.08398699015378952, + 0.04902152717113495, + 0.13444282114505768, + 0.2288435399532318 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.03808766230940819 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot is fixed on a vibrant, small, red plastic toy sailboat, lying perfectly still in the glassy, clear water that fills a pristine white ceramic bathtub. Soft, warm overhead lighting illuminates the scene, creating gentle highlights on the sleek hull and casting subtle, shimmering reflections on the water, creating an atmosphere of quiet concentration. A silent ripple begins to move across the water, its concentric rings methodically approaching the toy. As the wave reaches the boat, it deliberately lifts one side, causing it to sway precariously. The boat's simple, white plastic mast begins to slowly and inexorably tilt toward the water, triggering a capsize. In one swift, graceful motion, the boat flips completely, mast and sail disappearing beneath the surface as it turns. At the end of the motion, the toy floats motionless, completely upside down, its bright red hull now face-up, gently rocking in the dissipating aftermath.", + "seed": 19192, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_2/index_1248_seed_19192_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02236608797684312, + "vlm_logprob": -0.02236608797684312, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02236608797684312, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043962884694337845 + ], + "opposite_logprob_tokens": [ + -3.1689629554748535 + ], + "logprob_reward": -0.043962884694337845, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043962884694337845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05917670205235481, + 0.047548819333314896, + 0.023576239123940468, + 0.05251588299870491, + 0.10839564353227615, + 0.05984457582235336, + 0.035069629549980164, + 0.10355772078037262, + 0.4826645851135254, + 0.02765018306672573 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.043962884694337845 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046426597982645035 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.0046426597982645035, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046426597982645035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07287895679473877, + 0.041122917085886, + 0.03694669529795647, + 0.013862328603863716, + 0.035990189760923386, + 0.04282011464238167, + 0.04587998241186142, + 0.06007464602589607, + 0.6077534556388855, + 0.04267066717147827 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0046426597982645035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607411541044712 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607411541044712, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607411541044712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03802555426955223, + 0.053406525403261185, + 0.01562999188899994, + 0.01605924218893051, + 0.036534860730171204, + 0.11110834032297134, + 0.04910673573613167, + 0.040980253368616104, + 0.6284958124160767, + 0.010652625001966953 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.01607411541044712 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095145035535097 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095145035535097, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095145035535097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16983526945114136, + 0.10744261741638184, + 0.0924978107213974, + 0.03955679014325142, + 0.04652225226163864, + 0.07676853984594345, + 0.06925179809331894, + 0.07440856844186783, + 0.2918165922164917, + 0.03189978748559952 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.004095145035535097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a small red plastic toy sailboat with a white mast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a pristine white ceramic bathtub filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a silent ripple approaching the boat and causing it to capsize?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the boat end the motion floating upside down with its red hull facing up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level medium shot that remains fixed on the boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305563494563103 + ], + "opposite_logprob_tokens": [ + -3.168055534362793 + ], + "logprob_reward": -0.04305563494563103, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305563494563103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10853233188390732, + 0.10570021718740463, + 0.04690523073077202, + 0.02774132788181305, + 0.09219809621572495, + 0.07289746403694153, + 0.1635061800479889, + 0.031855445355176926, + 0.32317376136779785, + 0.02748994715511799 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.04305563494563103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_3/index_tensor([7167, 7167])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_3/index_tensor([7167, 7167])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..272698f785ef6983beb3b4f2ab758b4fe89d182f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_3/index_tensor([7167, 7167])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium-length shot, rendered in a surreal Unreal Engine style, captures a moment of pure camaraderie between two young men on a bright, sun-drenched city street corner. A young white male with tousled, sun-bleached blond hair and a friendly smile, dressed in a soft white cotton T-shirt and a textured blue denim jacket, faces a young black male with neatly braided hair and a warm, genuine smile, dressed in a heather-gray pullover with an intricate weave. The scene is captured at a crisp, high frame rate, and their synchronized movements unfold with perfect fluidity as they smoothly extend their arms and bump fists together. The connection is firm and solid, a testament to their bond, and their shared smile grows even brighter in the moment of connection. Intense, high-angle sunlight bathes the scene, creating strong rim lighting on their shoulders and hair, and producing subtle, aesthetically pleasing lens flares that drift across the frame. In the background, the gentle bustle of city life—blurred pedestrians and soft-focus vehicles—is rendered with a shallow depth of field, focusing all attention on the genuine, joyful interactions, meticulously depicting the realistic textures of their skin and clothing.", + "seed": 32247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_3/index_7167_seed_32247_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025743011478334667, + "vlm_logprob": -0.025743011478334667, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.025743011478334667, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020820628851652145 + ], + "opposite_logprob_tokens": [ + -3.8958206176757812 + ], + "logprob_reward": -0.020820628851652145, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020820628851652145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052495554089546204, + 0.06917192786931992, + 0.3457825183868408, + 0.17263779044151306, + 0.019091686233878136, + 0.049044739454984665, + 0.07355260848999023, + 0.054464247077703476, + 0.07350579649209976, + 0.09025314450263977 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.020820628851652145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001403719186783 + ], + "opposite_logprob_tokens": [ + -2.695013999938965 + ], + "logprob_reward": -0.07001403719186783, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001403719186783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09421579539775848, + 0.12002977728843689, + 0.1261737197637558, + 0.16091303527355194, + 0.04800484701991081, + 0.2471039742231369, + 0.027595803141593933, + 0.04364149272441864, + 0.06876108795404434, + 0.06356044113636017 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.07001403719186783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160652007907629 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.0160652007907629, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160652007907629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09477286040782928, + 0.30281779170036316, + 0.07260267436504364, + 0.32141971588134766, + 0.08461830019950867, + 0.021312177181243896, + 0.02147943340241909, + 0.01793459802865982, + 0.04452783614397049, + 0.01851464807987213 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0160652007907629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627647835761309 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627647835761309, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627647835761309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13478070497512817, + 0.16222411394119263, + 0.17133218050003052, + 0.20402538776397705, + 0.05499721318483353, + 0.14791667461395264, + 0.012535713613033295, + 0.028799420222640038, + 0.03995499387383461, + 0.043433576822280884 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.007627647835761309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187542721629143 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187542721629143, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187542721629143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10246738791465759, + 0.237117737531662, + 0.03047540783882141, + 0.4661756157875061, + 0.05211693048477173, + 0.016796337440609932, + 0.023672165349125862, + 0.015328312292695045, + 0.02335968054831028, + 0.032490480691194534 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.014187542721629143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-length shot, rendered in a surreal Unreal Engine style, captures a moment of pure camaraderie between two young men on a bright, sun-drenched city street corner. A young white male with tousled, sun-bleached blond hair and a friendly smile, dressed in a soft white cotton T-shirt and a textured blue denim jacket, faces a young black male with neatly braided hair and a warm, genuine smile, dressed in a heather-gray pullover with an intricate weave. The scene is captured at a crisp, high frame rate, and their synchronized movements unfold with perfect fluidity as they smoothly extend their arms and bump fists together. The connection is firm and solid, a testament to their bond, and their shared smile grows even brighter in the moment of connection. Intense, high-angle sunlight bathes the scene, creating strong rim lighting on their shoulders and hair, and producing subtle, aesthetically pleasing lens flares that drift across the frame. In the background, the gentle bustle of city life—blurred pedestrians and soft-focus vehicles—is rendered with a shallow depth of field, focusing all attention on the genuine, joyful interactions, meticulously depicting the realistic textures of their skin and clothing.", + "seed": 32248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_3/index_7167_seed_32248_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.017532089026644826, + "vlm_logprob": -0.017532089026644826, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.017532089026644826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003024886129423976 + ], + "opposite_logprob_tokens": [ + -5.878025054931641 + ], + "logprob_reward": -0.003024886129423976, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003024886129423976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16735023260116577, + 0.09554661065340042, + 0.04012705758213997, + 0.0837034359574318, + 0.08357015252113342, + 0.21269875764846802, + 0.08860927820205688, + 0.054004184901714325, + 0.07393787056207657, + 0.10045240819454193 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.003024886129423976 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344453915953636 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.026344453915953636, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344453915953636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06748974323272705, + 0.019569573923945427, + 0.032970182597637177, + 0.06036461517214775, + 0.052434951066970825, + 0.03550904616713524, + 0.28199678659439087, + 0.12657150626182556, + 0.14352992177009583, + 0.1795637011528015 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.026344453915953636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076235076412558556 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.0076235076412558556, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076235076412558556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05498944967985153, + 0.04264397174119949, + 0.024106616154313087, + 0.03317040577530861, + 0.1189047172665596, + 0.3416317105293274, + 0.21420717239379883, + 0.04173269122838974, + 0.06277681142091751, + 0.06583651155233383 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.0076235076412558556 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626465056091547 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626465056091547, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626465056091547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13273994624614716, + 0.03775692731142044, + 0.03238099813461304, + 0.052944451570510864, + 0.1260901242494583, + 0.10638432949781418, + 0.2958349287509918, + 0.07268337160348892, + 0.0603971853852272, + 0.08278774470090866 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.007626465056091547 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043041132390499115 + ], + "opposite_logprob_tokens": [ + -3.168041229248047 + ], + "logprob_reward": -0.043041132390499115, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043041132390499115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.158805713057518, + 0.06725383549928665, + 0.014524935744702816, + 0.029934726655483246, + 0.09387394040822983, + 0.08842849731445312, + 0.32612985372543335, + 0.03392012417316437, + 0.10172621160745621, + 0.08540216088294983 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.043041132390499115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-length shot, rendered in a surreal Unreal Engine style, captures a moment of pure camaraderie between two young men on a bright, sun-drenched city street corner. A young white male with tousled, sun-bleached blond hair and a friendly smile, dressed in a soft white cotton T-shirt and a textured blue denim jacket, faces a young black male with neatly braided hair and a warm, genuine smile, dressed in a heather-gray pullover with an intricate weave. The scene is captured at a crisp, high frame rate, and their synchronized movements unfold with perfect fluidity as they smoothly extend their arms and bump fists together. The connection is firm and solid, a testament to their bond, and their shared smile grows even brighter in the moment of connection. Intense, high-angle sunlight bathes the scene, creating strong rim lighting on their shoulders and hair, and producing subtle, aesthetically pleasing lens flares that drift across the frame. In the background, the gentle bustle of city life—blurred pedestrians and soft-focus vehicles—is rendered with a shallow depth of field, focusing all attention on the genuine, joyful interactions, meticulously depicting the realistic textures of their skin and clothing.", + "seed": 32249, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_3/index_7167_seed_32249_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021585530042648314, + "vlm_logprob": -0.021585530042648314, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.021585530042648314, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011351523920893669 + ], + "opposite_logprob_tokens": [ + -4.511351585388184 + ], + "logprob_reward": -0.011351523920893669, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011351523920893669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09196988493204117, + 0.0518677644431591, + 0.07134755700826645, + 0.09357567131519318, + 0.08140970021486282, + 0.04927549511194229, + 0.09826496988534927, + 0.2893888056278229, + 0.0732288509607315, + 0.09967132657766342 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.011351523920893669 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370743617415428 + ], + "opposite_logprob_tokens": [ + -3.4087073802948 + ], + "logprob_reward": -0.03370743617415428, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370743617415428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049505963921546936, + 0.04206453636288643, + 0.21968428790569305, + 0.10907294601202011, + 0.03553243353962898, + 0.037069499492645264, + 0.08090345561504364, + 0.3475964069366455, + 0.025068501010537148, + 0.05350196361541748 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.03370743617415428 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634573169052601 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.02634573169052601, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634573169052601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38070228695869446, + 0.05710326507687569, + 0.06986377388238907, + 0.07546786963939667, + 0.06661136448383331, + 0.037474364042282104, + 0.03185928240418434, + 0.18957646191120148, + 0.02665340155363083, + 0.06468798965215683 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.02634573169052601 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067370180040597916 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.0067370180040597916, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067370180040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20654088258743286, + 0.0503477118909359, + 0.04306718707084656, + 0.1783810704946518, + 0.06133115664124489, + 0.0238643866032362, + 0.03125392273068428, + 0.2522566318511963, + 0.0182453915476799, + 0.13471166789531708 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.0067370180040597916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029785940423607826 + ], + "opposite_logprob_tokens": [ + -3.5297858715057373 + ], + "logprob_reward": -0.029785940423607826, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029785940423607826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12132986634969711, + 0.057248976081609726, + 0.20969538390636444, + 0.15270459651947021, + 0.05666765570640564, + 0.051597367972135544, + 0.04136310890316963, + 0.14878883957862854, + 0.035641446709632874, + 0.1249627098441124 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.029785940423607826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-length shot, rendered in a surreal Unreal Engine style, captures a moment of pure camaraderie between two young men on a bright, sun-drenched city street corner. A young white male with tousled, sun-bleached blond hair and a friendly smile, dressed in a soft white cotton T-shirt and a textured blue denim jacket, faces a young black male with neatly braided hair and a warm, genuine smile, dressed in a heather-gray pullover with an intricate weave. The scene is captured at a crisp, high frame rate, and their synchronized movements unfold with perfect fluidity as they smoothly extend their arms and bump fists together. The connection is firm and solid, a testament to their bond, and their shared smile grows even brighter in the moment of connection. Intense, high-angle sunlight bathes the scene, creating strong rim lighting on their shoulders and hair, and producing subtle, aesthetically pleasing lens flares that drift across the frame. In the background, the gentle bustle of city life—blurred pedestrians and soft-focus vehicles—is rendered with a shallow depth of field, focusing all attention on the genuine, joyful interactions, meticulously depicting the realistic textures of their skin and clothing.", + "seed": 32250, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_3/index_7167_seed_32250_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018093928694725037, + "vlm_logprob": -0.018093928694725037, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.018093928694725037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00902501866221428 + ], + "opposite_logprob_tokens": [ + -4.7590250968933105 + ], + "logprob_reward": -0.00902501866221428, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00902501866221428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17347405850887299, + 0.13627275824546814, + 0.0705936849117279, + 0.08512535691261292, + 0.04917735233902931, + 0.080104760825634, + 0.0795605257153511, + 0.09310693293809891, + 0.03654973581433296, + 0.19603480398654938 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.00902501866221428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058931440114975 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058931440114975, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058931440114975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05515512824058533, + 0.0390397310256958, + 0.14886097609996796, + 0.36730730533599854, + 0.11707902699708939, + 0.03804665803909302, + 0.019144926220178604, + 0.031325411051511765, + 0.039603497833013535, + 0.14443735778331757 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.02058931440114975 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734649650752544 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734649650752544, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734649650752544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05078957974910736, + 0.03282039985060692, + 0.041583918035030365, + 0.06353537738323212, + 0.018922504037618637, + 0.027224306017160416, + 0.28898414969444275, + 0.2855865955352783, + 0.08125828951597214, + 0.10929489135742188 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.006734649650752544 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074387468397617 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074387468397617, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074387468397617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18903587758541107, + 0.07592452317476273, + 0.1124534010887146, + 0.12375598400831223, + 0.04737132415175438, + 0.07258552312850952, + 0.09931505471467972, + 0.15214771032333374, + 0.047135066241025925, + 0.0802755057811737 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.011074387468397617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two young men visible in the scene, one with blond hair and a white denim jacket, and the other with braided hair and a gray pullover?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the two men extend their arms to bump fists together in a synchronized motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a bright, sun-drenched city street corner with blurred pedestrians and vehicles in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature intense high-angle sunlight creating strong rim lighting on the subjects' shoulders and hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in a surreal Unreal Engine style with a shallow depth of field focusing on the characters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304627329111099 + ], + "opposite_logprob_tokens": [ + -3.168046236038208 + ], + "logprob_reward": -0.04304627329111099, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304627329111099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11068020761013031, + 0.05047428235411644, + 0.07802218943834305, + 0.0636095330119133, + 0.047494467347860336, + 0.03520693629980087, + 0.14019444584846497, + 0.11694621294736862, + 0.07234762609004974, + 0.28502407670021057 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.04304627329111099 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_4/index_tensor([2543, 2543])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_4/index_tensor([2543, 2543])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..966edb3480d6400578b92b38d5b37cf94a94ff27 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_4/index_tensor([2543, 2543])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, held at eye level, frames a lightweight wooden door, its surface revealing the fine grain of aged pine beneath a layer of cracked and flaking white paint, slightly ajar in a dark, worn frame. The scene is a dimly lit, silent corridor. A cool, gray light from an unseen window filters across the dusty wooden floorboards, illuminating the dancing dust motes in the still air. An unseen draft gently applies pressure to the door, causing it to swing silently inward on its tarnished brass hinges in a wide, ghostly arc, revealing more of the profound darkness of the room beyond. It then reverses direction, beginning a slow, hypnotic back-and-forth oscillation. With each passage, the faint, dry creak of the hinges softens as the door's momentum steadily fades, until it finally rests in complete silence, precisely returning to its original, slightly ajar position, creating a haunting and suspenseful atmosphere.", + "seed": 3387, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_4/index_2543_seed_3387_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.30076192915439603, + "vlm_logprob": -0.30076192915439603, + "vlm_yes_no_margin": 1.1750000238418579, + "vlm_token_credit": -0.30076192915439603, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16908641159534454 + ], + "opposite_logprob_tokens": [ + -1.9190864562988281 + ], + "logprob_reward": -0.16908641159534454, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16908641159534454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07243981212377548, + 0.05163508281111717, + 0.022408461198210716, + 0.058036837726831436, + 0.10456384718418121, + 0.08788499981164932, + 0.4700304865837097, + 0.023075560107827187, + 0.074536994099617, + 0.03538793325424194 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.16908641159534454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233746767044067 + ], + "opposite_logprob_tokens": [ + -0.8983746767044067 + ], + "logprob_reward": -0.5233746767044067, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233746767044067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1185210645198822, + 0.06239784136414528, + 0.04991694539785385, + 0.12657183408737183, + 0.0333394855260849, + 0.030390223488211632, + 0.36611300706863403, + 0.05490247160196304, + 0.10430704057216644, + 0.05354008451104164 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.5233746767044067 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428602933883667 + ], + "opposite_logprob_tokens": [ + -2.0178604125976562 + ], + "logprob_reward": -0.1428602933883667, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428602933883667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16526688635349274, + 0.09367331862449646, + 0.025600261986255646, + 0.06806561350822449, + 0.27968406677246094, + 0.07989848405122757, + 0.10393480211496353, + 0.04242844134569168, + 0.09239543974399567, + 0.04905269667506218 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.1428602933883667 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871256113052368 + ], + "opposite_logprob_tokens": [ + -1.1371256113052368 + ], + "logprob_reward": -0.3871256113052368, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871256113052368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12715449929237366, + 0.06103888899087906, + 0.022420691326260567, + 0.014710281044244766, + 0.05225561559200287, + 0.0408392958343029, + 0.5967323184013367, + 0.021799853071570396, + 0.03808894753456116, + 0.024959607049822807 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.3871256113052368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813626527786255 + ], + "opposite_logprob_tokens": [ + -1.4063626527786255 + ], + "logprob_reward": -0.2813626527786255, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813626527786255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03750520572066307, + 0.02543768659234047, + 0.008602915331721306, + 0.02341974899172783, + 0.1023571714758873, + 0.024663036689162254, + 0.7100784778594971, + 0.020857136696577072, + 0.027760781347751617, + 0.01931784860789776 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.2813626527786255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, held at eye level, frames a lightweight wooden door, its surface revealing the fine grain of aged pine beneath a layer of cracked and flaking white paint, slightly ajar in a dark, worn frame. The scene is a dimly lit, silent corridor. A cool, gray light from an unseen window filters across the dusty wooden floorboards, illuminating the dancing dust motes in the still air. An unseen draft gently applies pressure to the door, causing it to swing silently inward on its tarnished brass hinges in a wide, ghostly arc, revealing more of the profound darkness of the room beyond. It then reverses direction, beginning a slow, hypnotic back-and-forth oscillation. With each passage, the faint, dry creak of the hinges softens as the door's momentum steadily fades, until it finally rests in complete silence, precisely returning to its original, slightly ajar position, creating a haunting and suspenseful atmosphere.", + "seed": 3388, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_4/index_2543_seed_3388_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3329643432050943, + "vlm_logprob": -0.3329643432050943, + "vlm_yes_no_margin": 1.35, + "vlm_token_credit": -0.3329643432050943, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3749954402446747 + ], + "opposite_logprob_tokens": [ + -1.249995470046997 + ], + "logprob_reward": -0.3749954402446747, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3749954402446747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10270632058382034, + 0.1296958178281784, + 0.016174757853150368, + 0.017434680834412575, + 0.04680437222123146, + 0.3163934051990509, + 0.23235101997852325, + 0.014137101359665394, + 0.027003901079297066, + 0.09729861468076706 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.3749954402446747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761898756027222 + ], + "opposite_logprob_tokens": [ + -0.8261898756027222 + ], + "logprob_reward": -0.5761898756027222, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761898756027222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3768932521343231, + 0.31026026606559753, + 0.016558019444346428, + 0.013131681829690933, + 0.01287815347313881, + 0.028495831415057182, + 0.14578412473201752, + 0.009858458302915096, + 0.023791810497641563, + 0.06234840676188469 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.5761898756027222 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029841365292668343 + ], + "opposite_logprob_tokens": [ + -3.529841423034668 + ], + "logprob_reward": -0.029841365292668343, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029841365292668343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32052484154701233, + 0.4097600281238556, + 0.04206515848636627, + 0.037691790610551834, + 0.023872049525380135, + 0.022030435502529144, + 0.06682340055704117, + 0.013147824443876743, + 0.0318036824464798, + 0.032280780375003815 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.029841365292668343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523401141166687 + ], + "opposite_logprob_tokens": [ + -0.898401141166687 + ], + "logprob_reward": -0.523401141166687, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523401141166687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09328850358724594, + 0.6676672697067261, + 0.02122538536787033, + 0.047056857496500015, + 0.033299144357442856, + 0.053418129682540894, + 0.03921757638454437, + 0.019444754347205162, + 0.00615199189633131, + 0.01923036016523838 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.523401141166687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039389371871948 + ], + "opposite_logprob_tokens": [ + -1.9103939533233643 + ], + "logprob_reward": -0.16039389371871948, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039389371871948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06979496777057648, + 0.42142748832702637, + 0.04180099442601204, + 0.03846217691898346, + 0.031811270862817764, + 0.2558193802833557, + 0.06909585744142532, + 0.030002135783433914, + 0.013076592236757278, + 0.028709134086966515 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.16039389371871948 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, held at eye level, frames a lightweight wooden door, its surface revealing the fine grain of aged pine beneath a layer of cracked and flaking white paint, slightly ajar in a dark, worn frame. The scene is a dimly lit, silent corridor. A cool, gray light from an unseen window filters across the dusty wooden floorboards, illuminating the dancing dust motes in the still air. An unseen draft gently applies pressure to the door, causing it to swing silently inward on its tarnished brass hinges in a wide, ghostly arc, revealing more of the profound darkness of the room beyond. It then reverses direction, beginning a slow, hypnotic back-and-forth oscillation. With each passage, the faint, dry creak of the hinges softens as the door's momentum steadily fades, until it finally rests in complete silence, precisely returning to its original, slightly ajar position, creating a haunting and suspenseful atmosphere.", + "seed": 3389, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_4/index_2543_seed_3389_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2910587053745985, + "vlm_logprob": -0.2910587053745985, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.2910587053745985, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21245574951171875 + ], + "opposite_logprob_tokens": [ + -1.7124557495117188 + ], + "logprob_reward": -0.21245574951171875, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21245574951171875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05142275616526604, + 0.09203392267227173, + 0.029192259535193443, + 0.1763426959514618, + 0.02735370583832264, + 0.18938569724559784, + 0.18291634321212769, + 0.08000852912664413, + 0.09902660548686981, + 0.07231749594211578 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.21245574951171875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.75782310962677 + ], + "opposite_logprob_tokens": [ + -0.63282310962677 + ], + "logprob_reward": -0.75782310962677, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.75782310962677, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1384318619966507, + 0.03873206675052643, + 0.017070092260837555, + 0.05459635704755783, + 0.038107775151729584, + 0.2090228796005249, + 0.19522909820079803, + 0.10655125230550766, + 0.058965686708688736, + 0.14329293370246887 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.75782310962677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023326506838202477 + ], + "opposite_logprob_tokens": [ + -3.7733263969421387 + ], + "logprob_reward": -0.023326506838202477, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023326506838202477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06744764745235443, + 0.0866665467619896, + 0.04919953644275665, + 0.05112116038799286, + 0.03022836521267891, + 0.30030664801597595, + 0.24261707067489624, + 0.04337975010275841, + 0.038509268313646317, + 0.09052403271198273 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.023326506838202477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11300602555274963 + ], + "opposite_logprob_tokens": [ + -2.238006114959717 + ], + "logprob_reward": -0.11300602555274963, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11300602555274963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09996169805526733, + 0.03957495465874672, + 0.016883669421076775, + 0.08828861266374588, + 0.024328596889972687, + 0.07194758206605911, + 0.08132044970989227, + 0.048824064433574677, + 0.02970491535961628, + 0.4991653859615326 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.11300602555274963 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34868213534355164 + ], + "opposite_logprob_tokens": [ + -1.223682165145874 + ], + "logprob_reward": -0.34868213534355164, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34868213534355164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0509728379547596, + 0.03168278932571411, + 0.0281912162899971, + 0.0436285063624382, + 0.050998229533433914, + 0.2903485596179962, + 0.140249565243721, + 0.04986388981342316, + 0.058963168412446976, + 0.2551012337207794 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.34868213534355164 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, held at eye level, frames a lightweight wooden door, its surface revealing the fine grain of aged pine beneath a layer of cracked and flaking white paint, slightly ajar in a dark, worn frame. The scene is a dimly lit, silent corridor. A cool, gray light from an unseen window filters across the dusty wooden floorboards, illuminating the dancing dust motes in the still air. An unseen draft gently applies pressure to the door, causing it to swing silently inward on its tarnished brass hinges in a wide, ghostly arc, revealing more of the profound darkness of the room beyond. It then reverses direction, beginning a slow, hypnotic back-and-forth oscillation. With each passage, the faint, dry creak of the hinges softens as the door's momentum steadily fades, until it finally rests in complete silence, precisely returning to its original, slightly ajar position, creating a haunting and suspenseful atmosphere.", + "seed": 3390, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_4/index_2543_seed_3390_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3312370706349611, + "vlm_logprob": -0.3312370706349611, + "vlm_yes_no_margin": 1.425, + "vlm_token_credit": -0.3312370706349611, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43815553188323975 + ], + "opposite_logprob_tokens": [ + -1.0631555318832397 + ], + "logprob_reward": -0.43815553188323975, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43815553188323975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08282306790351868, + 0.03621456027030945, + 0.07216528058052063, + 0.1137813925743103, + 0.45146363973617554, + 0.13546162843704224, + 0.033604394644498825, + 0.01939319632947445, + 0.03783027455210686, + 0.017262592911720276 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.43815553188323975 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016032636165619 + ], + "opposite_logprob_tokens": [ + -1.7016032934188843 + ], + "logprob_reward": -0.2016032636165619, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016032636165619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15428060293197632, + 0.06386688351631165, + 0.050705403089523315, + 0.02415410801768303, + 0.07186518609523773, + 0.020039720460772514, + 0.03172825276851654, + 0.25122275948524475, + 0.2633446753025055, + 0.0687924399971962 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.2016032636165619 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982828952372074 + ], + "opposite_logprob_tokens": [ + -3.5298283100128174 + ], + "logprob_reward": -0.02982828952372074, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982828952372074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18403172492980957, + 0.08558585494756699, + 0.1618112325668335, + 0.05329524353146553, + 0.08187192678451538, + 0.09250660985708237, + 0.09777642041444778, + 0.10141168534755707, + 0.07213196158409119, + 0.06957731395959854 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.02982828952372074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262057900428772 + ], + "opposite_logprob_tokens": [ + -0.5762057900428772 + ], + "logprob_reward": -0.8262057900428772, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262057900428772, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14966650307178497, + 0.0652010515332222, + 0.05674617365002632, + 0.038861531764268875, + 0.2533293664455414, + 0.2163945734500885, + 0.055288370698690414, + 0.023807575926184654, + 0.08707540482282639, + 0.05362948402762413 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.8262057900428772 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot framed at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a lightweight wooden door with aged pine grain and cracked white paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the door slightly ajar in a dark, worn frame within a dimly lit corridor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does cool gray light filter across dusty wooden floorboards illuminating dancing dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door swing silently inward on tarnished brass hinges in a wide arc before oscillating back and forth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039247810840607 + ], + "opposite_logprob_tokens": [ + -1.9103925228118896 + ], + "logprob_reward": -0.16039247810840607, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039247810840607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22018831968307495, + 0.10924361646175385, + 0.06848621368408203, + 0.03231416270136833, + 0.1013372540473938, + 0.04944188892841339, + 0.1702757477760315, + 0.07783886045217514, + 0.09739816933870316, + 0.07347578555345535 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.16039247810840607 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_5/index_tensor([7688, 7688])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_5/index_tensor([7688, 7688])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..346a7cddcab3fccef0bec0f74903413440aef74d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_5/index_tensor([7688, 7688])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Told from a first-person perspective, the camera drifts forward with a slow, weightless, dreamlike stability through the silent, abyssal canyons of the submerged cityscape, a scene rendered with the surrealist aesthetic of Makoto Shinkai. The vibrant neon pinks and electric blues of flickering, water-distorting holographic advertisements cast long, oscillating reflections on the algae-stained glass and steel facades of the submerged skyscrapers, their light piercing the deep blue waters as an ethereal godlight. In the vast open spaces between these massive structures, enormous bell-shaped creatures, their bodies composed of a translucent, gelatinous material, perform a mesmerizing, silent courtship dance. Their delicate, fiber-optic tentacles trail behind them, emitting a soft, shifting inner light from within, pulsating rhythmically from ethereal cyan to warm fuchsia. As the camera glides past, one creature gracefully retracts its bell, slowly ascending as it spins around a vast, darkened building, while its partner responds by emitting bioluminescence in a synchronized, silent beat, their movements creating gentle, almost imperceptible currents in the clear water. The atmosphere is filled with profound, melancholic beauty and silent awe, the organic light of the creatures' ballet contrasting sharply with the ghostly, artificial glow of a lost civilization beneath the waves.", + "seed": 5845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_5/index_7688_seed_5845_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01823847587220371, + "vlm_logprob": -0.01823847587220371, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.01823847587220371, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05543046072125435 + ], + "opposite_logprob_tokens": [ + -2.9304304122924805 + ], + "logprob_reward": -0.05543046072125435, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05543046072125435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3461165726184845, + 0.11621946841478348, + 0.06442416459321976, + 0.04281238839030266, + 0.071805439889431, + 0.14343541860580444, + 0.060153473168611526, + 0.048088375478982925, + 0.04621031880378723, + 0.060734350234270096 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.05543046072125435 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058872953057289 + ], + "opposite_logprob_tokens": [ + -3.8955886363983154 + ], + "logprob_reward": -0.02058872953057289, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058872953057289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17257072031497955, + 0.11315470933914185, + 0.05509194731712341, + 0.12204409390687943, + 0.05607297271490097, + 0.284422904253006, + 0.04802941158413887, + 0.026813596487045288, + 0.0579519085586071, + 0.06384774297475815 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.02058872953057289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319268717430532 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.00319268717430532, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319268717430532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1040152758359909, + 0.0829291045665741, + 0.053942471742630005, + 0.19833020865917206, + 0.0604013130068779, + 0.08664287626743317, + 0.10355336964130402, + 0.08419450372457504, + 0.1140737533569336, + 0.11191712319850922 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.00319268717430532 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247628316283226 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.005247628316283226, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247628316283226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2536648213863373, + 0.1187596321105957, + 0.12185748666524887, + 0.06842297315597534, + 0.07738767564296722, + 0.07108761370182037, + 0.07581786811351776, + 0.058787617832422256, + 0.07011096924543381, + 0.08410336077213287 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.005247628316283226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732873618602753 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.006732873618602753, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732873618602753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2030142843723297, + 0.0617758110165596, + 0.11631347984075546, + 0.05063983425498009, + 0.1586894690990448, + 0.20838011801242828, + 0.04779479652643204, + 0.055115584284067154, + 0.060811012983322144, + 0.037465617060661316 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.006732873618602753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a first-person perspective, the camera drifts forward with a slow, weightless, dreamlike stability through the silent, abyssal canyons of the submerged cityscape, a scene rendered with the surrealist aesthetic of Makoto Shinkai. The vibrant neon pinks and electric blues of flickering, water-distorting holographic advertisements cast long, oscillating reflections on the algae-stained glass and steel facades of the submerged skyscrapers, their light piercing the deep blue waters as an ethereal godlight. In the vast open spaces between these massive structures, enormous bell-shaped creatures, their bodies composed of a translucent, gelatinous material, perform a mesmerizing, silent courtship dance. Their delicate, fiber-optic tentacles trail behind them, emitting a soft, shifting inner light from within, pulsating rhythmically from ethereal cyan to warm fuchsia. As the camera glides past, one creature gracefully retracts its bell, slowly ascending as it spins around a vast, darkened building, while its partner responds by emitting bioluminescence in a synchronized, silent beat, their movements creating gentle, almost imperceptible currents in the clear water. The atmosphere is filled with profound, melancholic beauty and silent awe, the organic light of the creatures' ballet contrasting sharply with the ghostly, artificial glow of a lost civilization beneath the waves.", + "seed": 5846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_5/index_7688_seed_5846_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.008747011050581932, + "vlm_logprob": -0.008747011050581932, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.008747011050581932, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018369784578680992 + ], + "opposite_logprob_tokens": [ + -4.018369674682617 + ], + "logprob_reward": -0.018369784578680992, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018369784578680992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16532160341739655, + 0.09077136218547821, + 0.08016391843557358, + 0.13078764081001282, + 0.06075144186615944, + 0.1625959575176239, + 0.0617639422416687, + 0.11114512383937836, + 0.08779245615005493, + 0.048906609416007996 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.018369784578680992 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738675758242607 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738675758242607, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738675758242607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0689515545964241, + 0.049738042056560516, + 0.05852238088846207, + 0.04588707908987999, + 0.05173660069704056, + 0.3465413451194763, + 0.061277423053979874, + 0.05666645988821983, + 0.07134304940700531, + 0.18933604657649994 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.006738675758242607 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950710736215115 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950710736215115, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950710736215115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11760925501585007, + 0.20379841327667236, + 0.07263360917568207, + 0.11950618773698807, + 0.0802614837884903, + 0.0325939767062664, + 0.06821214407682419, + 0.06985046714544296, + 0.10804502665996552, + 0.12748941779136658 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.005950710736215115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006730505730956793 + ], + "opposite_logprob_tokens": [ + -5.006730556488037 + ], + "logprob_reward": -0.006730505730956793, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006730505730956793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1196250393986702, + 0.10230474174022675, + 0.0729610025882721, + 0.07708761096000671, + 0.05797319486737251, + 0.14045652747154236, + 0.04877740144729614, + 0.10775435715913773, + 0.2032441347837448, + 0.069815993309021 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.006730505730956793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945378448814154 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.005945378448814154, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945378448814154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10731358081102371, + 0.07698002457618713, + 0.0923401489853859, + 0.05795611813664436, + 0.07951520383358002, + 0.21634599566459656, + 0.12587040662765503, + 0.039467111229896545, + 0.14224255084991455, + 0.061968911439180374 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.005945378448814154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a first-person perspective, the camera drifts forward with a slow, weightless, dreamlike stability through the silent, abyssal canyons of the submerged cityscape, a scene rendered with the surrealist aesthetic of Makoto Shinkai. The vibrant neon pinks and electric blues of flickering, water-distorting holographic advertisements cast long, oscillating reflections on the algae-stained glass and steel facades of the submerged skyscrapers, their light piercing the deep blue waters as an ethereal godlight. In the vast open spaces between these massive structures, enormous bell-shaped creatures, their bodies composed of a translucent, gelatinous material, perform a mesmerizing, silent courtship dance. Their delicate, fiber-optic tentacles trail behind them, emitting a soft, shifting inner light from within, pulsating rhythmically from ethereal cyan to warm fuchsia. As the camera glides past, one creature gracefully retracts its bell, slowly ascending as it spins around a vast, darkened building, while its partner responds by emitting bioluminescence in a synchronized, silent beat, their movements creating gentle, almost imperceptible currents in the clear water. The atmosphere is filled with profound, melancholic beauty and silent awe, the organic light of the creatures' ballet contrasting sharply with the ghostly, artificial glow of a lost civilization beneath the waves.", + "seed": 5847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_5/index_7688_seed_5847_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018601582013070585, + "vlm_logprob": -0.018601582013070585, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.018601582013070585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026599979028105736 + ], + "opposite_logprob_tokens": [ + -3.651599884033203 + ], + "logprob_reward": -0.026599979028105736, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026599979028105736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1457841545343399, + 0.10730395466089249, + 0.04510484263300896, + 0.055218856781721115, + 0.21357615292072296, + 0.044885020703077316, + 0.048733871430158615, + 0.21229073405265808, + 0.027025358751416206, + 0.1000770777463913 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.026599979028105736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305928945541382 + ], + "opposite_logprob_tokens": [ + -3.1680593490600586 + ], + "logprob_reward": -0.04305928945541382, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305928945541382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2010187953710556, + 0.09547074884176254, + 0.04887266084551811, + 0.06290654093027115, + 0.23108215630054474, + 0.023845119401812553, + 0.029372544959187508, + 0.18886078894138336, + 0.06005387753248215, + 0.05851677805185318 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.04305928945541382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076298960484564304 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.0076298960484564304, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076298960484564304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1887802928686142, + 0.08639781922101974, + 0.14112472534179688, + 0.17659936845302582, + 0.13144159317016602, + 0.05466041341423988, + 0.0586351603269577, + 0.06574323028326035, + 0.04670397937297821, + 0.04991339519619942 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0076298960484564304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059419418685138226 + ], + "opposite_logprob_tokens": [ + -5.130941867828369 + ], + "logprob_reward": -0.0059419418685138226, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059419418685138226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07274938374757767, + 0.3836977183818817, + 0.05287149176001549, + 0.04721330851316452, + 0.15593911707401276, + 0.02597956545650959, + 0.040314558893442154, + 0.0851680189371109, + 0.10487789660692215, + 0.03118898719549179 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.0059419418685138226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977680366486311 + ], + "opposite_logprob_tokens": [ + -4.634776592254639 + ], + "logprob_reward": -0.00977680366486311, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977680366486311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11468420922756195, + 0.08279749006032944, + 0.058870527893304825, + 0.061127789318561554, + 0.2221134603023529, + 0.02848527766764164, + 0.024273257702589035, + 0.28375524282455444, + 0.08514100313186646, + 0.03875176981091499 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.00977680366486311 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Told from a first-person perspective, the camera drifts forward with a slow, weightless, dreamlike stability through the silent, abyssal canyons of the submerged cityscape, a scene rendered with the surrealist aesthetic of Makoto Shinkai. The vibrant neon pinks and electric blues of flickering, water-distorting holographic advertisements cast long, oscillating reflections on the algae-stained glass and steel facades of the submerged skyscrapers, their light piercing the deep blue waters as an ethereal godlight. In the vast open spaces between these massive structures, enormous bell-shaped creatures, their bodies composed of a translucent, gelatinous material, perform a mesmerizing, silent courtship dance. Their delicate, fiber-optic tentacles trail behind them, emitting a soft, shifting inner light from within, pulsating rhythmically from ethereal cyan to warm fuchsia. As the camera glides past, one creature gracefully retracts its bell, slowly ascending as it spins around a vast, darkened building, while its partner responds by emitting bioluminescence in a synchronized, silent beat, their movements creating gentle, almost imperceptible currents in the clear water. The atmosphere is filled with profound, melancholic beauty and silent awe, the organic light of the creatures' ballet contrasting sharply with the ghostly, artificial glow of a lost civilization beneath the waves.", + "seed": 5848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_5/index_7688_seed_5848_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015487359976395965, + "vlm_logprob": -0.015487359976395965, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.015487359976395965, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04332073777914047 + ], + "opposite_logprob_tokens": [ + -3.168320655822754 + ], + "logprob_reward": -0.04332073777914047, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04332073777914047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15631325542926788, + 0.09771836549043655, + 0.07676500827074051, + 0.020562438294291496, + 0.0707443431019783, + 0.21147160232067108, + 0.2200164943933487, + 0.03366435691714287, + 0.06024595722556114, + 0.052498143166303635 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.04332073777914047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193742260336876 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193742260336876, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018193742260336876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1329137533903122, + 0.3727555274963379, + 0.1185123473405838, + 0.018808025866746902, + 0.05763455852866173, + 0.07437882572412491, + 0.0942520871758461, + 0.04152930527925491, + 0.04246799275279045, + 0.04674755409359932 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018193742260336876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195182653144002 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.003195182653144002, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195182653144002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30167919397354126, + 0.04507552832365036, + 0.09334620833396912, + 0.03170662373304367, + 0.039715416729450226, + 0.27646297216415405, + 0.07718945294618607, + 0.0798199325799942, + 0.02029070258140564, + 0.034714020788669586 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.003195182653144002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004090514499694109 + ], + "opposite_logprob_tokens": [ + -5.504090309143066 + ], + "logprob_reward": -0.004090514499694109, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004090514499694109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.177669495344162, + 0.14270052313804626, + 0.11498991400003433, + 0.06083320826292038, + 0.06623228639364243, + 0.1799837201833725, + 0.04201317951083183, + 0.08744532614946365, + 0.050612758845090866, + 0.07751954346895218 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.004090514499694109 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a submerged cityscape with skyscrapers featuring algae-stained glass and steel facades?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are enormous bell-shaped creatures made of translucent, gelatinous material visible performing a courtship dance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the creatures have fiber-optic tentacles emitting a shifting inner light that pulses from cyan to fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drift forward with a slow, weightless, dreamlike stability through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are vibrant neon pinks and electric blues from holographic advertisements casting oscillating reflections on the submerged structures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636622689664364 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636622689664364, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636622689664364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.076697938144207, + 0.10324441641569138, + 0.06798020005226135, + 0.040627621114254, + 0.02698177844285965, + 0.36572298407554626, + 0.04566187411546707, + 0.10350460559129715, + 0.05828229710459709, + 0.11129635572433472 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.008636622689664364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_6/index_tensor([8066, 8066])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_6/index_tensor([8066, 8066])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e167b8d0ef40be9cc044bc05ab63225a7a89d178 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_6/index_tensor([8066, 8066])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene unfolds in a medium shot at eye level, the camera beginning a slow, almost imperceptible pan to a young man and woman sharing a moment on a large, weathered wooden swing suspended from the sturdy branches of an old tree. The man, with slightly tousled dark brown hair and a comfortable olive green Henley shirt, leans earnestly toward his companion, his voice low and sincere. The woman, her long honey-blond hair softly illuminated by the setting sun, wears a loose-fitting cream-colored knit cardigan over a simple floral dress; she listens intently, her head slightly tilted, a look of deep understanding on her face. They sit in a lush, verdant backyard in golden hour, the background melting into a beautiful bokeh of distant, out-of-focus foliage. Between them, on the swing's wooden planks, their hands are mere inches apart, his hand motionless and open, her fingers slightly curled, the tiny space between them crackling with unspoken emotion. As the camera continues its steady, deliberate close-in, the composition tightens, excluding the wider surroundings to focus purely on the vibrant space between their faces and hands, capturing the quiet intimacy and heartfelt seriousness of their conversation in an atmosphere of tranquility, warmth, and deep romance.", + "seed": 8253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_6/index_8066_seed_8253_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016626677522435785, + "vlm_logprob": -0.016626677522435785, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.016626677522435785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011992497369647026 + ], + "opposite_logprob_tokens": [ + -4.511992454528809 + ], + "logprob_reward": -0.011992497369647026, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011992497369647026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0936829075217247, + 0.5557103157043457, + 0.0591292604804039, + 0.054917577654123306, + 0.012895614840090275, + 0.020250380039215088, + 0.0823318213224411, + 0.08364690840244293, + 0.017326222732663155, + 0.02010904997587204 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.011992497369647026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009297577198594809 + ], + "opposite_logprob_tokens": [ + -7.000929832458496 + ], + "logprob_reward": -0.0009297577198594809, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009297577198594809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11805914342403412, + 0.20325367152690887, + 0.025578614324331284, + 0.04922325909137726, + 0.050468288362026215, + 0.18532505631446838, + 0.09993050992488861, + 0.14785411953926086, + 0.07095849514007568, + 0.04934888705611229 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.0009297577198594809 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732400041073561 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.006732400041073561, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732400041073561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05682670325040817, + 0.604538083076477, + 0.04207904636859894, + 0.06097565218806267, + 0.019456103444099426, + 0.029899530112743378, + 0.06533776968717575, + 0.09644168615341187, + 0.011373693123459816, + 0.01307168323546648 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.006732400041073561 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369487449526787 + ], + "opposite_logprob_tokens": [ + -3.4086949825286865 + ], + "logprob_reward": -0.03369487449526787, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369487449526787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12738564610481262, + 0.11096611618995667, + 0.039014607667922974, + 0.03910311684012413, + 0.062486059963703156, + 0.12631411850452423, + 0.09731875360012054, + 0.3019587993621826, + 0.049830324947834015, + 0.045622363686561584 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.03369487449526787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029783857986330986 + ], + "opposite_logprob_tokens": [ + -3.5297839641571045 + ], + "logprob_reward": -0.029783857986330986, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029783857986330986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07776829600334167, + 0.1393558531999588, + 0.0419369637966156, + 0.050863564014434814, + 0.11729356646537781, + 0.2613123953342438, + 0.223598912358284, + 0.04972773417830467, + 0.011972559615969658, + 0.026170220226049423 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.029783857986330986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene unfolds in a medium shot at eye level, the camera beginning a slow, almost imperceptible pan to a young man and woman sharing a moment on a large, weathered wooden swing suspended from the sturdy branches of an old tree. The man, with slightly tousled dark brown hair and a comfortable olive green Henley shirt, leans earnestly toward his companion, his voice low and sincere. The woman, her long honey-blond hair softly illuminated by the setting sun, wears a loose-fitting cream-colored knit cardigan over a simple floral dress; she listens intently, her head slightly tilted, a look of deep understanding on her face. They sit in a lush, verdant backyard in golden hour, the background melting into a beautiful bokeh of distant, out-of-focus foliage. Between them, on the swing's wooden planks, their hands are mere inches apart, his hand motionless and open, her fingers slightly curled, the tiny space between them crackling with unspoken emotion. As the camera continues its steady, deliberate close-in, the composition tightens, excluding the wider surroundings to focus purely on the vibrant space between their faces and hands, capturing the quiet intimacy and heartfelt seriousness of their conversation in an atmosphere of tranquility, warmth, and deep romance.", + "seed": 8254, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_6/index_8066_seed_8254_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.021112785022705794, + "vlm_logprob": -0.021112785022705794, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.021112785022705794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017407376319169998 + ], + "opposite_logprob_tokens": [ + -4.142407417297363 + ], + "logprob_reward": -0.017407376319169998, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017407376319169998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24814966320991516, + 0.10207803547382355, + 0.12229310721158981, + 0.033868443220853806, + 0.03913922235369682, + 0.07233834266662598, + 0.1575707346200943, + 0.052182190120220184, + 0.037716951221227646, + 0.13466334342956543 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.017407376319169998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00465867854654789 + ], + "opposite_logprob_tokens": [ + -5.3796586990356445 + ], + "logprob_reward": -0.00465867854654789, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00465867854654789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08920776098966599, + 0.3116530776023865, + 0.05426342412829399, + 0.04498174786567688, + 0.026289304718375206, + 0.06723803281784058, + 0.09063135832548141, + 0.060527339577674866, + 0.1527697890996933, + 0.10243821889162064 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.00465867854654789 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067406888119876385 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.0067406888119876385, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067406888119876385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08353795856237411, + 0.3448215126991272, + 0.13131973147392273, + 0.026867782697081566, + 0.0402211993932724, + 0.014648210257291794, + 0.019354309886693954, + 0.0355633869767189, + 0.06394685059785843, + 0.23971912264823914 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.0067406888119876385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371216356754303 + ], + "opposite_logprob_tokens": [ + -3.408712148666382 + ], + "logprob_reward": -0.03371216356754303, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371216356754303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05861087888479233, + 0.03950370103120804, + 0.05937047675251961, + 0.20883667469024658, + 0.0731133371591568, + 0.030560588464140892, + 0.06822130084037781, + 0.016693776473402977, + 0.10565253347158432, + 0.33943673968315125 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.03371216356754303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304501786828041 + ], + "opposite_logprob_tokens": [ + -3.1680450439453125 + ], + "logprob_reward": -0.04304501786828041, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304501786828041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12583193182945251, + 0.30389925837516785, + 0.15627580881118774, + 0.07234755158424377, + 0.05321760103106499, + 0.08173103630542755, + 0.10039796680212021, + 0.045956436544656754, + 0.021583599969744682, + 0.03875882551074028 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.04304501786828041 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene unfolds in a medium shot at eye level, the camera beginning a slow, almost imperceptible pan to a young man and woman sharing a moment on a large, weathered wooden swing suspended from the sturdy branches of an old tree. The man, with slightly tousled dark brown hair and a comfortable olive green Henley shirt, leans earnestly toward his companion, his voice low and sincere. The woman, her long honey-blond hair softly illuminated by the setting sun, wears a loose-fitting cream-colored knit cardigan over a simple floral dress; she listens intently, her head slightly tilted, a look of deep understanding on her face. They sit in a lush, verdant backyard in golden hour, the background melting into a beautiful bokeh of distant, out-of-focus foliage. Between them, on the swing's wooden planks, their hands are mere inches apart, his hand motionless and open, her fingers slightly curled, the tiny space between them crackling with unspoken emotion. As the camera continues its steady, deliberate close-in, the composition tightens, excluding the wider surroundings to focus purely on the vibrant space between their faces and hands, capturing the quiet intimacy and heartfelt seriousness of their conversation in an atmosphere of tranquility, warmth, and deep romance.", + "seed": 8255, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_6/index_8066_seed_8255_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03561228699982166, + "vlm_logprob": -0.03561228699982166, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03561228699982166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013579846359789371 + ], + "opposite_logprob_tokens": [ + -4.388579845428467 + ], + "logprob_reward": -0.013579846359789371, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013579846359789371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11155349016189575, + 0.0352620966732502, + 0.03856346383690834, + 0.05623612925410271, + 0.06000470370054245, + 0.07981511205434799, + 0.023948514834046364, + 0.13461415469646454, + 0.13601312041282654, + 0.3239891231060028 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.013579846359789371 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002506569027900696 + ], + "opposite_logprob_tokens": [ + -6.002506732940674 + ], + "logprob_reward": -0.002506569027900696, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002506569027900696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17249645292758942, + 0.03617300093173981, + 0.030055468901991844, + 0.04006791114807129, + 0.05150550231337547, + 0.08923818171024323, + 0.15108108520507812, + 0.17238831520080566, + 0.1088184118270874, + 0.14817561209201813 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.002506569027900696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736070849001408 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.006736070849001408, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736070849001408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13258832693099976, + 0.040750108659267426, + 0.03735339269042015, + 0.025962382555007935, + 0.02667422406375408, + 0.08738574385643005, + 0.27070796489715576, + 0.10232502967119217, + 0.23980537056922913, + 0.03644741699099541 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.006736070849001408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054958924651145935 + ], + "opposite_logprob_tokens": [ + -2.9299588203430176 + ], + "logprob_reward": -0.054958924651145935, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054958924651145935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19542436301708221, + 0.03959360346198082, + 0.05394543707370758, + 0.06219107285141945, + 0.06720136106014252, + 0.11464528739452362, + 0.1469615399837494, + 0.05576067417860031, + 0.1456182599067688, + 0.1186583936214447 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.054958924651145935 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002800241112709 + ], + "opposite_logprob_tokens": [ + -2.3502800464630127 + ], + "logprob_reward": -0.1002800241112709, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002800241112709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1230531632900238, + 0.08883605152368546, + 0.042542312294244766, + 0.11757790297269821, + 0.05193040147423744, + 0.05048726871609688, + 0.03351803123950958, + 0.16385714709758759, + 0.286837100982666, + 0.04136073589324951 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.1002800241112709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene unfolds in a medium shot at eye level, the camera beginning a slow, almost imperceptible pan to a young man and woman sharing a moment on a large, weathered wooden swing suspended from the sturdy branches of an old tree. The man, with slightly tousled dark brown hair and a comfortable olive green Henley shirt, leans earnestly toward his companion, his voice low and sincere. The woman, her long honey-blond hair softly illuminated by the setting sun, wears a loose-fitting cream-colored knit cardigan over a simple floral dress; she listens intently, her head slightly tilted, a look of deep understanding on her face. They sit in a lush, verdant backyard in golden hour, the background melting into a beautiful bokeh of distant, out-of-focus foliage. Between them, on the swing's wooden planks, their hands are mere inches apart, his hand motionless and open, her fingers slightly curled, the tiny space between them crackling with unspoken emotion. As the camera continues its steady, deliberate close-in, the composition tightens, excluding the wider surroundings to focus purely on the vibrant space between their faces and hands, capturing the quiet intimacy and heartfelt seriousness of their conversation in an atmosphere of tranquility, warmth, and deep romance.", + "seed": 8256, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_6/index_8066_seed_8256_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024584826827049256, + "vlm_logprob": -0.024584826827049256, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.024584826827049256, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006987184751778841 + ], + "opposite_logprob_tokens": [ + -5.13198709487915 + ], + "logprob_reward": -0.006987184751778841, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006987184751778841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18104784190654755, + 0.06933462619781494, + 0.05572078377008438, + 0.17866133153438568, + 0.058213941752910614, + 0.08406525105237961, + 0.2138250172138214, + 0.037456005811691284, + 0.05745599791407585, + 0.06421928107738495 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.006987184751778841 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001956336200237274 + ], + "opposite_logprob_tokens": [ + -6.251956462860107 + ], + "logprob_reward": -0.001956336200237274, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001956336200237274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14878003299236298, + 0.09685882180929184, + 0.040975138545036316, + 0.03591965138912201, + 0.05186145007610321, + 0.19779832661151886, + 0.09043608605861664, + 0.036484599113464355, + 0.2511150538921356, + 0.049770891666412354 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.001956336200237274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095263313502073 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095263313502073, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095263313502073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09827329963445663, + 0.1264173537492752, + 0.037351567298173904, + 0.040432579815387726, + 0.05346110835671425, + 0.2034437358379364, + 0.2063409388065338, + 0.0538419745862484, + 0.13708990812301636, + 0.04334751516580582 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.004095263313502073 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495565012097359 + ], + "opposite_logprob_tokens": [ + -2.9299557209014893 + ], + "logprob_reward": -0.05495565012097359, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495565012097359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06859181821346283, + 0.04864563047885895, + 0.06527496129274368, + 0.07253594696521759, + 0.043407779186964035, + 0.10434113442897797, + 0.13164277374744415, + 0.04700947180390358, + 0.3608771860599518, + 0.05767328292131424 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.05495565012097359 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a lush, verdant backyard during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a young man with dark brown hair and an olive green Henley shirt and a young woman with honey-blond hair and a cream-colored knit cardigan visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the man and woman sitting on a large, weathered wooden swing suspended from an old tree?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the man's hand and the woman's hand positioned mere inches apart on the swing's wooden planks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin in a medium shot at eye level and slowly pan/zoom in to a close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549296997487545 + ], + "opposite_logprob_tokens": [ + -2.929929733276367 + ], + "logprob_reward": -0.0549296997487545, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549296997487545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06633218377828598, + 0.033342111855745316, + 0.12239440530538559, + 0.06570291519165039, + 0.05879400670528412, + 0.09279993176460266, + 0.2118746042251587, + 0.025536665692925453, + 0.26561087369918823, + 0.0576123371720314 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.0549296997487545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_7/index_tensor([1739, 1739])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_7/index_tensor([1739, 1739])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..88c28c2f7c65be1605d3ff0b38a6d2eb8ff58ab0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_7/index_tensor([1739, 1739])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide shot opens the scene, the camera violently panning backward to reveal the cataclysmic events unfolding in a surreal, Jodorowsky-inspired vision. The Empress is violently ejected from a vast, geometrically perfect crystal throne, ablaze with an icy inner light. Her body, adorned with a dramatic, jeweled velvet robe of crimson and royal purple, tumbles backward in a metaphysical void. Her alabaster face, a mask of shocked terror, her Kohl-rimmed eyes open, the Empress is caught in a chaotic, slow-motion ballet, her ornate golden headdress cast aside, her limbs flailing. The heavy, jeweled fabric of her robe billows around her, catching and shattering the light emanating from the throne and the surrounding cosmic dreamscape—a swirling indigo cloud and fleeting, glowing alchemical symbols. The entire scene flickers erratically with strobe-like intensity and digital glitches, as if the very fabric of reality is being short-circuited by the sheer, unseen force of impact, creating a deeply unsettling and visually saturated atmosphere of sacred, psychedelic violence.", + "seed": 24511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_7/index_1739_seed_24511_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13136216830462216, + "vlm_logprob": -0.13136216830462216, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.13136216830462216, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5250239372253418 + ], + "opposite_logprob_tokens": [ + -0.9000239372253418 + ], + "logprob_reward": -0.5250239372253418, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5250239372253418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1873844861984253, + 0.1496426910161972, + 0.06413592398166656, + 0.0796968936920166, + 0.06657085567712784, + 0.09701508283615112, + 0.045879412442445755, + 0.04165080189704895, + 0.09943213313817978, + 0.1685916930437088 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.5250239372253418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091836728155613 + ], + "opposite_logprob_tokens": [ + -4.511091709136963 + ], + "logprob_reward": -0.011091836728155613, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091836728155613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17326787114143372, + 0.13552536070346832, + 0.11340203881263733, + 0.11436477303504944, + 0.06892981380224228, + 0.05251195281744003, + 0.05840184539556503, + 0.17289844155311584, + 0.06843572854995728, + 0.04226220026612282 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.011091836728155613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306260123848915 + ], + "opposite_logprob_tokens": [ + -3.168062686920166 + ], + "logprob_reward": -0.04306260123848915, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306260123848915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2705344557762146, + 0.10480663925409317, + 0.08157206326723099, + 0.08077296614646912, + 0.06384743750095367, + 0.10333626717329025, + 0.02071688137948513, + 0.05079659819602966, + 0.10388709604740143, + 0.11972961574792862 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.04306260123848915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624099031090736 + ], + "opposite_logprob_tokens": [ + -4.88262414932251 + ], + "logprob_reward": -0.007624099031090736, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624099031090736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10449659079313278, + 0.2790094017982483, + 0.13622520864009857, + 0.08097212016582489, + 0.050395168364048004, + 0.05193405970931053, + 0.013479103334248066, + 0.07714756578207016, + 0.1407906413078308, + 0.06555008143186569 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.007624099031090736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000836730003357 + ], + "opposite_logprob_tokens": [ + -2.6950082778930664 + ], + "logprob_reward": -0.07000836730003357, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000836730003357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14647364616394043, + 0.3137318193912506, + 0.09560828655958176, + 0.030782895162701607, + 0.045975759625434875, + 0.06975105404853821, + 0.01715223304927349, + 0.03889341279864311, + 0.08826465159654617, + 0.15336628258228302 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.07000836730003357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot opens the scene, the camera violently panning backward to reveal the cataclysmic events unfolding in a surreal, Jodorowsky-inspired vision. The Empress is violently ejected from a vast, geometrically perfect crystal throne, ablaze with an icy inner light. Her body, adorned with a dramatic, jeweled velvet robe of crimson and royal purple, tumbles backward in a metaphysical void. Her alabaster face, a mask of shocked terror, her Kohl-rimmed eyes open, the Empress is caught in a chaotic, slow-motion ballet, her ornate golden headdress cast aside, her limbs flailing. The heavy, jeweled fabric of her robe billows around her, catching and shattering the light emanating from the throne and the surrounding cosmic dreamscape—a swirling indigo cloud and fleeting, glowing alchemical symbols. The entire scene flickers erratically with strobe-like intensity and digital glitches, as if the very fabric of reality is being short-circuited by the sheer, unseen force of impact, creating a deeply unsettling and visually saturated atmosphere of sacred, psychedelic violence.", + "seed": 24512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_7/index_1739_seed_24512_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1306566448882222, + "vlm_logprob": -0.1306566448882222, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1306566448882222, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47587817907333374 + ], + "opposite_logprob_tokens": [ + -0.9758781790733337 + ], + "logprob_reward": -0.47587817907333374, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47587817907333374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1746528446674347, + 0.06614141911268234, + 0.0652424618601799, + 0.12382994592189789, + 0.056476082652807236, + 0.09914473444223404, + 0.19203434884548187, + 0.02731356956064701, + 0.04866201803088188, + 0.14650258421897888 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.47587817907333374 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005267194472253323 + ], + "opposite_logprob_tokens": [ + -5.255267143249512 + ], + "logprob_reward": -0.005267194472253323, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005267194472253323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11425323784351349, + 0.12800440192222595, + 0.10148444026708603, + 0.08249220997095108, + 0.08487825840711594, + 0.22205790877342224, + 0.04460819810628891, + 0.04086514562368393, + 0.08893779665231705, + 0.09241843968629837 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.005267194472253323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896972447633743 + ], + "opposite_logprob_tokens": [ + -2.578969717025757 + ], + "logprob_reward": -0.07896972447633743, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896972447633743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1647755354642868, + 0.09083721786737442, + 0.06866928189992905, + 0.10473474860191345, + 0.06118916720151901, + 0.19456538558006287, + 0.09095333516597748, + 0.04163452610373497, + 0.0718524381518364, + 0.11078830808401108 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.07896972447633743 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192009344696999 + ], + "opposite_logprob_tokens": [ + -4.2641921043396 + ], + "logprob_reward": -0.014192009344696999, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192009344696999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14493922889232635, + 0.1380366086959839, + 0.13317987322807312, + 0.12781186401844025, + 0.051745060831308365, + 0.044535648077726364, + 0.02764679118990898, + 0.018663719296455383, + 0.1131524071097374, + 0.20028886198997498 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.014192009344696999 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789761170744896 + ], + "opposite_logprob_tokens": [ + -2.5789761543273926 + ], + "logprob_reward": -0.0789761170744896, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789761170744896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26119211316108704, + 0.09143460541963577, + 0.06889220327138901, + 0.07720421999692917, + 0.09182998538017273, + 0.06959681957960129, + 0.1537221074104309, + 0.03520545735955238, + 0.04968848079442978, + 0.10123404860496521 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0789761170744896 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot opens the scene, the camera violently panning backward to reveal the cataclysmic events unfolding in a surreal, Jodorowsky-inspired vision. The Empress is violently ejected from a vast, geometrically perfect crystal throne, ablaze with an icy inner light. Her body, adorned with a dramatic, jeweled velvet robe of crimson and royal purple, tumbles backward in a metaphysical void. Her alabaster face, a mask of shocked terror, her Kohl-rimmed eyes open, the Empress is caught in a chaotic, slow-motion ballet, her ornate golden headdress cast aside, her limbs flailing. The heavy, jeweled fabric of her robe billows around her, catching and shattering the light emanating from the throne and the surrounding cosmic dreamscape—a swirling indigo cloud and fleeting, glowing alchemical symbols. The entire scene flickers erratically with strobe-like intensity and digital glitches, as if the very fabric of reality is being short-circuited by the sheer, unseen force of impact, creating a deeply unsettling and visually saturated atmosphere of sacred, psychedelic violence.", + "seed": 24513, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_7/index_1739_seed_24513_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13263510754331947, + "vlm_logprob": -0.13263510754331947, + "vlm_yes_no_margin": 2.8999999880790712, + "vlm_token_credit": -0.13263510754331947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43134433031082153 + ], + "opposite_logprob_tokens": [ + -1.0563442707061768 + ], + "logprob_reward": -0.43134433031082153, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.43134433031082153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2531060576438904, + 0.2200707644224167, + 0.15165650844573975, + 0.07608461380004883, + 0.048877548426389694, + 0.04903534799814224, + 0.058704670518636703, + 0.04936695843935013, + 0.02530345879495144, + 0.06779411435127258 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.43134433031082153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160913597792387 + ], + "opposite_logprob_tokens": [ + -4.141091346740723 + ], + "logprob_reward": -0.0160913597792387, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160913597792387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04471471533179283, + 0.5724969506263733, + 0.05778586491942406, + 0.05195768550038338, + 0.025015486404299736, + 0.014645385555922985, + 0.022767748683691025, + 0.014244779013097286, + 0.17897523939609528, + 0.017396120354533195 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.0160913597792387 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034820675849915 + ], + "opposite_logprob_tokens": [ + -1.9103481769561768 + ], + "logprob_reward": -0.16034820675849915, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034820675849915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20687967538833618, + 0.3195931315422058, + 0.06979444622993469, + 0.06335369497537613, + 0.04817972704768181, + 0.0839277133345604, + 0.11218049377202988, + 0.03168009594082832, + 0.017680400982499123, + 0.046730607748031616 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.16034820675849915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735952105373144 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735952105373144, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735952105373144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18197329342365265, + 0.4012809991836548, + 0.033320073038339615, + 0.08800455182790756, + 0.05134547874331474, + 0.07489851862192154, + 0.03865821659564972, + 0.041307397186756134, + 0.040069013833999634, + 0.049142368137836456 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.006735952105373144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048655688762664795 + ], + "opposite_logprob_tokens": [ + -3.0486557483673096 + ], + "logprob_reward": -0.048655688762664795, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048655688762664795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10182398557662964, + 0.3709633946418762, + 0.052458565682172775, + 0.07286979258060455, + 0.06291114538908005, + 0.0634235143661499, + 0.11265168339014053, + 0.026429971680045128, + 0.05397980660200119, + 0.08248807489871979 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.048655688762664795 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot opens the scene, the camera violently panning backward to reveal the cataclysmic events unfolding in a surreal, Jodorowsky-inspired vision. The Empress is violently ejected from a vast, geometrically perfect crystal throne, ablaze with an icy inner light. Her body, adorned with a dramatic, jeweled velvet robe of crimson and royal purple, tumbles backward in a metaphysical void. Her alabaster face, a mask of shocked terror, her Kohl-rimmed eyes open, the Empress is caught in a chaotic, slow-motion ballet, her ornate golden headdress cast aside, her limbs flailing. The heavy, jeweled fabric of her robe billows around her, catching and shattering the light emanating from the throne and the surrounding cosmic dreamscape—a swirling indigo cloud and fleeting, glowing alchemical symbols. The entire scene flickers erratically with strobe-like intensity and digital glitches, as if the very fabric of reality is being short-circuited by the sheer, unseen force of impact, creating a deeply unsettling and visually saturated atmosphere of sacred, psychedelic violence.", + "seed": 24514, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_7/index_1739_seed_24514_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10865629706531763, + "vlm_logprob": -0.10865629706531763, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.10865629706531763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43287837505340576 + ], + "opposite_logprob_tokens": [ + -1.0578783750534058 + ], + "logprob_reward": -0.43287837505340576, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43287837505340576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08868598192930222, + 0.10040672868490219, + 0.5808853507041931, + 0.046351268887519836, + 0.02409183233976364, + 0.011288106441497803, + 0.01789226196706295, + 0.03228084370493889, + 0.07932280004024506, + 0.018794892355799675 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.43287837505340576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657186292111874 + ], + "opposite_logprob_tokens": [ + -4.758656978607178 + ], + "logprob_reward": -0.008657186292111874, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657186292111874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030957110226154327, + 0.08731088042259216, + 0.2676317095756531, + 0.05075499042868614, + 0.061497993767261505, + 0.04366082698106766, + 0.046820398420095444, + 0.13787327706813812, + 0.2548263370990753, + 0.018666470423340797 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.008657186292111874 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048660002648830414 + ], + "opposite_logprob_tokens": [ + -3.0486600399017334 + ], + "logprob_reward": -0.048660002648830414, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048660002648830414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051801249384880066, + 0.08895673602819443, + 0.6236585974693298, + 0.02979823388159275, + 0.03795900568366051, + 0.016094036400318146, + 0.020938558503985405, + 0.036687854677438736, + 0.07642146199941635, + 0.017684269696474075 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.048660002648830414 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328609488904476 + ], + "opposite_logprob_tokens": [ + -3.7732861042022705 + ], + "logprob_reward": -0.02328609488904476, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328609488904476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11894479393959045, + 0.20194010436534882, + 0.052241381257772446, + 0.368265837430954, + 0.02191172167658806, + 0.030858930200338364, + 0.02189238928258419, + 0.10336633771657944, + 0.05419968068599701, + 0.026378819718956947 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.02328609488904476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans violently backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a character identified as the Empress visible, wearing a jeweled velvet robe of crimson and royal purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Empress shown being violently ejected from a vast, geometrically perfect crystal throne ablaze with icy inner light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a surreal cosmic dreamscape featuring a swirling indigo cloud and glowing alchemical symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene exhibit erratic flickering with strobe-like intensity and digital glitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799826443195343 + ], + "opposite_logprob_tokens": [ + -3.5297999382019043 + ], + "logprob_reward": -0.029799826443195343, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799826443195343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4842626750469208, + 0.07561418414115906, + 0.13652808964252472, + 0.06368712335824966, + 0.02345835044980049, + 0.02158617042005062, + 0.03784115985035896, + 0.03739004209637642, + 0.058216504752635956, + 0.06141567602753639 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.029799826443195343 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_8/index_tensor([1307, 1307])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_8/index_tensor([1307, 1307])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..13f8f7bc93781094206aedf77709b13248aa8816 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_8/index_tensor([1307, 1307])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Beginning with a high-angle shot rendered with stark, functional realism, the camera executes a slow, steady vertical descent, moving downward through the chilly night air. Below, a vast geothermal facility is revealed, its intricate network of pipes forming a maze of industrial-grade steel, crisscrossing the dark, frozen ground. Immense steam pressure surges upward from a large valve within this network, creating a powerful, sustained eruption that forms a thick, roiling cloud that billows and expands into the sky. The scene is dramatically illuminated by a spectacular aurora, its vibrant, dancing curtain of green and purple light sweeping across the facility. This celestial glow casts an otherworldly glow, causing the metal pipes to shimmer with shifting, cold points of light and causing the turbulent steam cloud itself to glow from within, creating a luminous, ethereal substance that contrasts starkly with the desolate, functional buildings and the vast, dark night.", + "seed": 4461, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_8/index_1307_seed_4461_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01835057963617146, + "vlm_logprob": -0.01835057963617146, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.01835057963617146, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05737731233239174 + ], + "opposite_logprob_tokens": [ + -2.932377338409424 + ], + "logprob_reward": -0.05737731233239174, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05737731233239174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17638418078422546, + 0.10516708344221115, + 0.13081642985343933, + 0.16969618201255798, + 0.0344068668782711, + 0.07061699032783508, + 0.10173837095499039, + 0.09704378992319107, + 0.04349413886666298, + 0.07063602656126022 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.05737731233239174 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636941708624363 + ], + "opposite_logprob_tokens": [ + -3.651369333267212 + ], + "logprob_reward": -0.02636941708624363, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636941708624363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1724790781736374, + 0.08678171038627625, + 0.11145161092281342, + 0.04047501087188721, + 0.02681475132703781, + 0.07650303840637207, + 0.1017598807811737, + 0.07291102409362793, + 0.15651506185531616, + 0.15430881083011627 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.02636941708624363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013406822690740228 + ], + "opposite_logprob_tokens": [ + -6.626340866088867 + ], + "logprob_reward": -0.0013406822690740228, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013406822690740228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18297062814235687, + 0.07394115626811981, + 0.12311364710330963, + 0.16574646532535553, + 0.09915768355131149, + 0.03432563319802284, + 0.06100519374012947, + 0.028700092807412148, + 0.0777539610862732, + 0.15328556299209595 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0013406822690740228 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007173825288191438 + ], + "opposite_logprob_tokens": [ + -7.2507171630859375 + ], + "logprob_reward": -0.0007173825288191438, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007173825288191438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15339423716068268, + 0.059509292244911194, + 0.23767343163490295, + 0.133062943816185, + 0.040660809725522995, + 0.135843887925148, + 0.09731712937355042, + 0.03720860183238983, + 0.044852178543806076, + 0.06047746539115906 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0007173825288191438 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948103964328766 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005948103964328766, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948103964328766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17566810548305511, + 0.07005330175161362, + 0.05224443972110748, + 0.12043283879756927, + 0.09969718754291534, + 0.10151773691177368, + 0.2141198217868805, + 0.038193900138139725, + 0.07344506680965424, + 0.054627563804388046 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.005948103964328766 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Beginning with a high-angle shot rendered with stark, functional realism, the camera executes a slow, steady vertical descent, moving downward through the chilly night air. Below, a vast geothermal facility is revealed, its intricate network of pipes forming a maze of industrial-grade steel, crisscrossing the dark, frozen ground. Immense steam pressure surges upward from a large valve within this network, creating a powerful, sustained eruption that forms a thick, roiling cloud that billows and expands into the sky. The scene is dramatically illuminated by a spectacular aurora, its vibrant, dancing curtain of green and purple light sweeping across the facility. This celestial glow casts an otherworldly glow, causing the metal pipes to shimmer with shifting, cold points of light and causing the turbulent steam cloud itself to glow from within, creating a luminous, ethereal substance that contrasts starkly with the desolate, functional buildings and the vast, dark night.", + "seed": 4462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_8/index_1307_seed_4462_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02848325369413942, + "vlm_logprob": -0.02848325369413942, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.02848325369413942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08249405771493912 + ], + "opposite_logprob_tokens": [ + -2.582494020462036 + ], + "logprob_reward": -0.08249405771493912, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08249405771493912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1968517005443573, + 0.1310276836156845, + 0.20300444960594177, + 0.0632467269897461, + 0.08287257701158524, + 0.07075896859169006, + 0.07386455684900284, + 0.0898776650428772, + 0.047218505293130875, + 0.0412771962583065 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.08249405771493912 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868793487548828 + ], + "opposite_logprob_tokens": [ + -3.0486879348754883 + ], + "logprob_reward": -0.04868793487548828, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868793487548828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07838427275419235, + 0.20510901510715485, + 0.11893626302480698, + 0.09002575278282166, + 0.05925339460372925, + 0.07264474779367447, + 0.04776909574866295, + 0.24307267367839813, + 0.031062155961990356, + 0.053742583841085434 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.04868793487548828 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257589276880026 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257589276880026, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257589276880026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07667455822229385, + 0.2792668044567108, + 0.1398313045501709, + 0.0381871834397316, + 0.04047588258981705, + 0.04005936160683632, + 0.06509321928024292, + 0.1943700611591339, + 0.050963908433914185, + 0.07507777214050293 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.005257589276880026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013373488327488303 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013373488327488303, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013373488327488303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1637531816959381, + 0.0906730368733406, + 0.21131709218025208, + 0.09472279250621796, + 0.03899092227220535, + 0.06158885359764099, + 0.05980001762509346, + 0.18669858574867249, + 0.05052580684423447, + 0.04192967340350151 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.0013373488327488303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463933777064085 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.00463933777064085, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463933777064085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12074205279350281, + 0.1427699625492096, + 0.06146560609340668, + 0.06322450190782547, + 0.041109271347522736, + 0.11367187649011612, + 0.15446160733699799, + 0.14313830435276031, + 0.067279152572155, + 0.09213767200708389 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.00463933777064085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Beginning with a high-angle shot rendered with stark, functional realism, the camera executes a slow, steady vertical descent, moving downward through the chilly night air. Below, a vast geothermal facility is revealed, its intricate network of pipes forming a maze of industrial-grade steel, crisscrossing the dark, frozen ground. Immense steam pressure surges upward from a large valve within this network, creating a powerful, sustained eruption that forms a thick, roiling cloud that billows and expands into the sky. The scene is dramatically illuminated by a spectacular aurora, its vibrant, dancing curtain of green and purple light sweeping across the facility. This celestial glow casts an otherworldly glow, causing the metal pipes to shimmer with shifting, cold points of light and causing the turbulent steam cloud itself to glow from within, creating a luminous, ethereal substance that contrasts starkly with the desolate, functional buildings and the vast, dark night.", + "seed": 4463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_8/index_1307_seed_4463_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0761916042305529, + "vlm_logprob": -0.0761916042305529, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.0761916042305529, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28433725237846375 + ], + "opposite_logprob_tokens": [ + -1.4093372821807861 + ], + "logprob_reward": -0.28433725237846375, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28433725237846375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41560572385787964, + 0.038268640637397766, + 0.06258582323789597, + 0.06867202371358871, + 0.09721941500902176, + 0.08089499175548553, + 0.04680592939257622, + 0.05761303752660751, + 0.06692653149366379, + 0.06540782749652863 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.28433725237846375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005449384450912 + ], + "opposite_logprob_tokens": [ + -2.695054531097412 + ], + "logprob_reward": -0.07005449384450912, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005449384450912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08449818938970566, + 0.11213160306215286, + 0.03786511346697807, + 0.04694053530693054, + 0.037558551877737045, + 0.07849038392305374, + 0.027852488681674004, + 0.03705635294318199, + 0.46523067355155945, + 0.07237617671489716 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.07005449384450912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587095990777016 + ], + "opposite_logprob_tokens": [ + -3.895587205886841 + ], + "logprob_reward": -0.020587095990777016, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587095990777016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08780225366353989, + 0.06850376725196838, + 0.049051061272621155, + 0.06780421733856201, + 0.09133695811033249, + 0.23937015235424042, + 0.14500801265239716, + 0.05370454862713814, + 0.15790298581123352, + 0.03951606526970863 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.020587095990777016 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013375869020819664 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013375869020819664, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013375869020819664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09568341821432114, + 0.14050593972206116, + 0.03501293063163757, + 0.04465721547603607, + 0.0710218995809555, + 0.12486967444419861, + 0.17943446338176727, + 0.0936090350151062, + 0.1126239150762558, + 0.10258153825998306 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.0013375869020819664 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641592036932707 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641592036932707, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641592036932707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13170313835144043, + 0.09121572971343994, + 0.07263964414596558, + 0.048444755375385284, + 0.09440353512763977, + 0.05999870225787163, + 0.10944437980651855, + 0.20069316029548645, + 0.09102233499288559, + 0.10043464601039886 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.004641592036932707 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Beginning with a high-angle shot rendered with stark, functional realism, the camera executes a slow, steady vertical descent, moving downward through the chilly night air. Below, a vast geothermal facility is revealed, its intricate network of pipes forming a maze of industrial-grade steel, crisscrossing the dark, frozen ground. Immense steam pressure surges upward from a large valve within this network, creating a powerful, sustained eruption that forms a thick, roiling cloud that billows and expands into the sky. The scene is dramatically illuminated by a spectacular aurora, its vibrant, dancing curtain of green and purple light sweeping across the facility. This celestial glow casts an otherworldly glow, causing the metal pipes to shimmer with shifting, cold points of light and causing the turbulent steam cloud itself to glow from within, creating a luminous, ethereal substance that contrasts starkly with the desolate, functional buildings and the vast, dark night.", + "seed": 4464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_8/index_1307_seed_4464_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023745679610874502, + "vlm_logprob": -0.023745679610874502, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.023745679610874502, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07244877517223358 + ], + "opposite_logprob_tokens": [ + -2.69744873046875 + ], + "logprob_reward": -0.07244877517223358, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07244877517223358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34974926710128784, + 0.04844171926379204, + 0.07507967948913574, + 0.2897426187992096, + 0.025000352412462234, + 0.04641894996166229, + 0.09597733616828918, + 0.035127192735672, + 0.02247069962322712, + 0.01199221983551979 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.07244877517223358 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811738267540932 + ], + "opposite_logprob_tokens": [ + -3.2881174087524414 + ], + "logprob_reward": -0.03811738267540932, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811738267540932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09361417591571808, + 0.13356105983257294, + 0.1317918747663498, + 0.19046270847320557, + 0.046624548733234406, + 0.06995172798633575, + 0.11616785824298859, + 0.08596839010715485, + 0.07026830315589905, + 0.06158938631415367 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.03811738267540932 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017178792040795088 + ], + "opposite_logprob_tokens": [ + -6.376718044281006 + ], + "logprob_reward": -0.0017178792040795088, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017178792040795088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11355409771203995, + 0.05808808654546738, + 0.25868505239486694, + 0.3857693374156952, + 0.02155592478811741, + 0.04253504052758217, + 0.016661668196320534, + 0.019667576998472214, + 0.04327245429158211, + 0.040210749953985214 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0017178792040795088 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004949536523781717 + ], + "opposite_logprob_tokens": [ + -7.625494956970215 + ], + "logprob_reward": -0.0004949536523781717, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004949536523781717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09413951635360718, + 0.06365667283535004, + 0.1394648551940918, + 0.211686372756958, + 0.06206975132226944, + 0.05366069823503494, + 0.1730252355337143, + 0.042412169277668, + 0.08765117079019547, + 0.07223360985517502 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.0004949536523781717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a high-angle shot of a geothermal facility?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, steady vertical descent downward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a large valve visible emitting a powerful, sustained eruption of steam that forms a thick, roiling cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a spectacular aurora displaying vibrant green and purple light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the metal pipes shimmer with shifting light and does the steam cloud glow from within due to the aurora?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594940735027194 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.00594940735027194, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594940735027194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16814152896404266, + 0.05868730694055557, + 0.10534615069627762, + 0.13095159828662872, + 0.05203576758503914, + 0.04400193318724632, + 0.30552852153778076, + 0.04900426045060158, + 0.044141996651887894, + 0.04216096177697182 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.00594940735027194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_9/index_tensor([3077, 3077])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_9/index_tensor([3077, 3077])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5a29c8d37494b3eb428007cef914970068f9dd69 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_9/index_tensor([3077, 3077])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a level angle, slowly pans right, following the graceful movements of a female swordsman dancing with a sword deep in a bamboo forest. She is situated in a natural circular clearing, surrounded by dense stands of towering, emerald green bamboo. Dappled sunlight filters through the dense foliage, casting flickering spots of light on the leaf-strewn ground. The female swordsman's long, cascading black hair, held high by a simple white headband, gently brushes against her delicate face as she moves. A heroic spirit etched between her brows, her gaze focused and resolute. She is clad in a light, almost translucent, pure white, cross-collared Hanfu. As she swivels swiftly and fluidly, the fine steel sword in her hand traces visible, fluid, and swift arcs of silver light through the air, its blade reflecting the faint light of the forest. At the same time, her wide, flowing white sleeves, with each graceful turn and decisive swing of her arm, fluttered, stretched, and waved in the air like outstretched wings, complementing the sword's radiance. The entire scene is dominated by the emerald green of the bamboo forest and the pure white of the chivalrous woman. The interweaving of light and shadow creates a serene, otherworldly, yet restrained and powerful martial arts atmosphere.", + "seed": 23940, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_9/index_3077_seed_23940_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026233987091109155, + "vlm_logprob": -0.026233987091109155, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.026233987091109155, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01856381818652153 + ], + "opposite_logprob_tokens": [ + -4.143563747406006 + ], + "logprob_reward": -0.01856381818652153, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01856381818652153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.403742253780365, + 0.14643798768520355, + 0.06734976172447205, + 0.04818199574947357, + 0.046911414712667465, + 0.1105085089802742, + 0.0282344501465559, + 0.05574410781264305, + 0.05021306499838829, + 0.04267643764615059 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01856381818652153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002502050483599305 + ], + "opposite_logprob_tokens": [ + -6.002501964569092 + ], + "logprob_reward": -0.002502050483599305, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002502050483599305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46571120619773865, + 0.08102213591337204, + 0.05101190507411957, + 0.04473552852869034, + 0.041385404765605927, + 0.08894085139036179, + 0.05453081801533699, + 0.05149952694773674, + 0.0587676465511322, + 0.06239506974816322 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.002502050483599305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630250882357359 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630250882357359, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630250882357359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39140525460243225, + 0.061166584491729736, + 0.03398288041353226, + 0.03926493972539902, + 0.023219678550958633, + 0.12217405438423157, + 0.029045777395367622, + 0.037844762206077576, + 0.04365306720137596, + 0.21824298799037933 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.007630250882357359 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002197353169322014 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.002197353169322014, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002197353169322014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21642766892910004, + 0.055624011904001236, + 0.039885759353637695, + 0.051111381500959396, + 0.05245028808712959, + 0.05433819442987442, + 0.10638459771871567, + 0.07038421928882599, + 0.03636864572763443, + 0.31702524423599243 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.002197353169322014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10027646273374557 + ], + "opposite_logprob_tokens": [ + -2.350276470184326 + ], + "logprob_reward": -0.10027646273374557, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10027646273374557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.514163613319397, + 0.04237835109233856, + 0.10398902744054794, + 0.039707742631435394, + 0.03736509382724762, + 0.027386948466300964, + 0.07873484492301941, + 0.02881239913403988, + 0.08532975614070892, + 0.042132142931222916 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.10027646273374557 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly pans right, following the graceful movements of a female swordsman dancing with a sword deep in a bamboo forest. She is situated in a natural circular clearing, surrounded by dense stands of towering, emerald green bamboo. Dappled sunlight filters through the dense foliage, casting flickering spots of light on the leaf-strewn ground. The female swordsman's long, cascading black hair, held high by a simple white headband, gently brushes against her delicate face as she moves. A heroic spirit etched between her brows, her gaze focused and resolute. She is clad in a light, almost translucent, pure white, cross-collared Hanfu. As she swivels swiftly and fluidly, the fine steel sword in her hand traces visible, fluid, and swift arcs of silver light through the air, its blade reflecting the faint light of the forest. At the same time, her wide, flowing white sleeves, with each graceful turn and decisive swing of her arm, fluttered, stretched, and waved in the air like outstretched wings, complementing the sword's radiance. The entire scene is dominated by the emerald green of the bamboo forest and the pure white of the chivalrous woman. The interweaving of light and shadow creates a serene, otherworldly, yet restrained and powerful martial arts atmosphere.", + "seed": 23941, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_9/index_3077_seed_23941_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015533523703925311, + "vlm_logprob": -0.015533523703925311, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.015533523703925311, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013475410640239716 + ], + "opposite_logprob_tokens": [ + -4.38847541809082 + ], + "logprob_reward": -0.013475410640239716, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013475410640239716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13409684598445892, + 0.07180453091859818, + 0.08232985436916351, + 0.18976981937885284, + 0.059575729072093964, + 0.07622107118368149, + 0.31273770332336426, + 0.022905901074409485, + 0.03666345775127411, + 0.013895181007683277 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.013475410640239716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024991966784000397 + ], + "opposite_logprob_tokens": [ + -6.002499103546143 + ], + "logprob_reward": -0.0024991966784000397, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024991966784000397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10857724398374557, + 0.05871862173080444, + 0.07010632008314133, + 0.14941507577896118, + 0.037030283361673355, + 0.0472412109375, + 0.3638209104537964, + 0.02597675658762455, + 0.11414621025323868, + 0.024967465549707413 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.0024991966784000397 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251778755337 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251778755337, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251778755337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07954631745815277, + 0.03965337574481964, + 0.10171528905630112, + 0.09906791895627975, + 0.03470199182629585, + 0.02313368022441864, + 0.5124333500862122, + 0.01581372320652008, + 0.08148231357336044, + 0.012451966293156147 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.005251778755337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015120989410206676 + ], + "opposite_logprob_tokens": [ + -6.501512050628662 + ], + "logprob_reward": -0.0015120989410206676, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015120989410206676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05917061120271683, + 0.060384128242731094, + 0.047897860407829285, + 0.0823432207107544, + 0.04504375532269478, + 0.05991913378238678, + 0.3315304219722748, + 0.03766459599137306, + 0.25316667556762695, + 0.022879639640450478 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.0015120989410206676 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054929133504629135 + ], + "opposite_logprob_tokens": [ + -2.92992901802063 + ], + "logprob_reward": -0.054929133504629135, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054929133504629135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10052718967199326, + 0.15505370497703552, + 0.13974526524543762, + 0.1825019121170044, + 0.10014378279447556, + 0.04349647834897041, + 0.19685402512550354, + 0.022471455857157707, + 0.03505540266633034, + 0.024150824174284935 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.054929133504629135 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly pans right, following the graceful movements of a female swordsman dancing with a sword deep in a bamboo forest. She is situated in a natural circular clearing, surrounded by dense stands of towering, emerald green bamboo. Dappled sunlight filters through the dense foliage, casting flickering spots of light on the leaf-strewn ground. The female swordsman's long, cascading black hair, held high by a simple white headband, gently brushes against her delicate face as she moves. A heroic spirit etched between her brows, her gaze focused and resolute. She is clad in a light, almost translucent, pure white, cross-collared Hanfu. As she swivels swiftly and fluidly, the fine steel sword in her hand traces visible, fluid, and swift arcs of silver light through the air, its blade reflecting the faint light of the forest. At the same time, her wide, flowing white sleeves, with each graceful turn and decisive swing of her arm, fluttered, stretched, and waved in the air like outstretched wings, complementing the sword's radiance. The entire scene is dominated by the emerald green of the bamboo forest and the pure white of the chivalrous woman. The interweaving of light and shadow creates a serene, otherworldly, yet restrained and powerful martial arts atmosphere.", + "seed": 23942, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_9/index_3077_seed_23942_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02170722612645477, + "vlm_logprob": -0.02170722612645477, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.02170722612645477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006994524039328098 + ], + "opposite_logprob_tokens": [ + -5.131994724273682 + ], + "logprob_reward": -0.006994524039328098, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006994524039328098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2137976437807083, + 0.10027585178613663, + 0.20353829860687256, + 0.06392421573400497, + 0.06271307915449142, + 0.07807227224111557, + 0.08370918035507202, + 0.05715296044945717, + 0.07622717320919037, + 0.0605892650783062 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.006994524039328098 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003201955696567893 + ], + "opposite_logprob_tokens": [ + -5.753201961517334 + ], + "logprob_reward": -0.003201955696567893, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003201955696567893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16613760590553284, + 0.09399497509002686, + 0.11255662888288498, + 0.09641571342945099, + 0.06173865869641304, + 0.06636090576648712, + 0.0658089816570282, + 0.08223918080329895, + 0.11668571084737778, + 0.13806164264678955 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.003201955696567893 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627174723893404 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007627174723893404, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627174723893404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13238286972045898, + 0.17691901326179504, + 0.0791047140955925, + 0.08740314841270447, + 0.09612562507390976, + 0.12420597672462463, + 0.03373049199581146, + 0.06732357293367386, + 0.09407563507556915, + 0.10872896760702133 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.007627174723893404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017108578467741609 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.0017108578467741609, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017108578467741609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2506115436553955, + 0.10669700056314468, + 0.09736079722642899, + 0.07538612931966782, + 0.10227445513010025, + 0.0496213398873806, + 0.04987384006381035, + 0.041659317910671234, + 0.13030070066452026, + 0.09621486067771912 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0017108578467741609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890016183257103 + ], + "opposite_logprob_tokens": [ + -2.4640016555786133 + ], + "logprob_reward": -0.0890016183257103, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890016183257103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14912475645542145, + 0.05446598306298256, + 0.09247151017189026, + 0.19032010436058044, + 0.09842458367347717, + 0.12972213327884674, + 0.04852370545268059, + 0.0772155225276947, + 0.0920947939157486, + 0.06763703376054764 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0890016183257103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly pans right, following the graceful movements of a female swordsman dancing with a sword deep in a bamboo forest. She is situated in a natural circular clearing, surrounded by dense stands of towering, emerald green bamboo. Dappled sunlight filters through the dense foliage, casting flickering spots of light on the leaf-strewn ground. The female swordsman's long, cascading black hair, held high by a simple white headband, gently brushes against her delicate face as she moves. A heroic spirit etched between her brows, her gaze focused and resolute. She is clad in a light, almost translucent, pure white, cross-collared Hanfu. As she swivels swiftly and fluidly, the fine steel sword in her hand traces visible, fluid, and swift arcs of silver light through the air, its blade reflecting the faint light of the forest. At the same time, her wide, flowing white sleeves, with each graceful turn and decisive swing of her arm, fluttered, stretched, and waved in the air like outstretched wings, complementing the sword's radiance. The entire scene is dominated by the emerald green of the bamboo forest and the pure white of the chivalrous woman. The interweaving of light and shadow creates a serene, otherworldly, yet restrained and powerful martial arts atmosphere.", + "seed": 23943, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000094/group_9/index_3077_seed_23943_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016579627990722656, + "vlm_logprob": -0.016579627990722656, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.016579627990722656, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016994798555970192 + ], + "opposite_logprob_tokens": [ + -4.141994953155518 + ], + "logprob_reward": -0.016994798555970192, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016994798555970192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4912486672401428, + 0.1279325634241104, + 0.05633623152971268, + 0.0811346098780632, + 0.028575006872415543, + 0.031243812292814255, + 0.03952153027057648, + 0.04455888643860817, + 0.07013193517923355, + 0.029316773638129234 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.016994798555970192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032011240255087614 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.0032011240255087614, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032011240255087614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12946176528930664, + 0.18682588636875153, + 0.05727767199277878, + 0.11910109221935272, + 0.09560456871986389, + 0.06346025317907333, + 0.06069444864988327, + 0.037051353603601456, + 0.1855672150850296, + 0.06495575606822968 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0032011240255087614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734294816851616 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734294816851616, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734294816851616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29421910643577576, + 0.13320249319076538, + 0.06054038181900978, + 0.058138154447078705, + 0.0575830452144146, + 0.07198333740234375, + 0.08694107085466385, + 0.025248456746339798, + 0.08003569394350052, + 0.13210825622081757 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.006734294816851616 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010399178136140108 + ], + "opposite_logprob_tokens": [ + -6.876039981842041 + ], + "logprob_reward": -0.0010399178136140108, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010399178136140108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14230775833129883, + 0.04610932990908623, + 0.040114447474479675, + 0.03828539326786995, + 0.1679474115371704, + 0.08091386407613754, + 0.06592810899019241, + 0.04342583939433098, + 0.09611726552248001, + 0.27885061502456665 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0010399178136140108 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a natural circular clearing surrounded by dense stands of emerald green bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a female swordsman wearing a light, translucent, pure white, cross-collared Hanfu with long black hair held by a white headband?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the female swordsman performing graceful, swift, and fluid martial arts movements with a steel sword that traces arcs of silver light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the female swordsman's wide, flowing white sleeves flutter and wave in the air like outstretched wings during her movements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a level angle in a medium shot that slowly pans right to follow the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549280047416687 + ], + "opposite_logprob_tokens": [ + -2.9299280643463135 + ], + "logprob_reward": -0.0549280047416687, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549280047416687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08945765346288681, + 0.09348715096712112, + 0.05503223091363907, + 0.21083223819732666, + 0.2791728079319, + 0.028695086017251015, + 0.1269080489873886, + 0.022644737735390663, + 0.020816197618842125, + 0.07295393943786621 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.0549280047416687 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_0/index_tensor([2391, 2391])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_0/index_tensor([2391, 2391])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7725a46638c2cd7d0115c0d5abfa294366d5a59c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_0/index_tensor([2391, 2391])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, pulling-back tracking shot follows a modern sedan as it steadily advances through the pitch-black night. The car's sleek metallic black paint reflects the faint ambient light from the humid air. Its glaring white LED headlights cast two long, water-distorted beams across the deserted two-lane asphalt. The car drives straight ahead, where a torrential downpour pours down like a cascade, forming a nearly opaque wall of water. The raindrops are so dense that they create a dynamic, grainy texture in the headlights. As the car plunges unhesitatingly into the rain, countless water droplets are instantly illuminated by the headlights, creating a chaotic, shimmering cloud of particles. Then, a massive spray of water explodes upward and to the sides from the front of the car, instantly engulfing the windshield and rendering the frantic thrashing of the wipers futile. The entire scene is shrouded in cold tones, with only the bright light of the car lights contrasting sharply with the endless darkness, creating a strong dramatic tension and tense atmosphere of being isolated from the world and resolutely rushing towards unknown challenges.", + "seed": 20199, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_0/index_2391_seed_20199_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08870195101480931, + "vlm_logprob": -0.08870195101480931, + "vlm_yes_no_margin": 3.075000023841858, + "vlm_token_credit": -0.08870195101480931, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14460933208465576 + ], + "opposite_logprob_tokens": [ + -2.0196094512939453 + ], + "logprob_reward": -0.14460933208465576, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14460933208465576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14588052034378052, + 0.17380741238594055, + 0.028142329305410385, + 0.02641792967915535, + 0.07432571053504944, + 0.04691153019666672, + 0.03583892434835434, + 0.04468889907002449, + 0.3865666687488556, + 0.03742004930973053 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.14460933208465576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799432337284088 + ], + "opposite_logprob_tokens": [ + -1.8049432039260864 + ], + "logprob_reward": -0.1799432337284088, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799432337284088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26909971237182617, + 0.4410422444343567, + 0.016647445037961006, + 0.03576626628637314, + 0.06742852181196213, + 0.021010570228099823, + 0.015014690347015858, + 0.044207390397787094, + 0.059298593550920486, + 0.030484596267342567 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.1799432337284088 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054968513548374176 + ], + "opposite_logprob_tokens": [ + -2.9299685955047607 + ], + "logprob_reward": -0.054968513548374176, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054968513548374176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5543705224990845, + 0.048899102956056595, + 0.05255015566945076, + 0.05846713110804558, + 0.029507210478186607, + 0.03688802570104599, + 0.03376753255724907, + 0.05412077158689499, + 0.08073177933692932, + 0.05069774016737938 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.054968513548374176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019442004850134254 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.0019442004850134254, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019442004850134254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6542422771453857, + 0.04379938542842865, + 0.027583515271544456, + 0.023052595555782318, + 0.03419818356633186, + 0.019897839054465294, + 0.02528439089655876, + 0.01812465488910675, + 0.11976701766252518, + 0.03405021131038666 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0019442004850134254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062044475227594376 + ], + "opposite_logprob_tokens": [ + -2.812044382095337 + ], + "logprob_reward": -0.062044475227594376, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062044475227594376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18408231437206268, + 0.060401078313589096, + 0.02450602687895298, + 0.03815131261944771, + 0.031972888857126236, + 0.014390440657734871, + 0.046537578105926514, + 0.08449137210845947, + 0.49402543902397156, + 0.021441519260406494 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.062044475227594376 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, pulling-back tracking shot follows a modern sedan as it steadily advances through the pitch-black night. The car's sleek metallic black paint reflects the faint ambient light from the humid air. Its glaring white LED headlights cast two long, water-distorted beams across the deserted two-lane asphalt. The car drives straight ahead, where a torrential downpour pours down like a cascade, forming a nearly opaque wall of water. The raindrops are so dense that they create a dynamic, grainy texture in the headlights. As the car plunges unhesitatingly into the rain, countless water droplets are instantly illuminated by the headlights, creating a chaotic, shimmering cloud of particles. Then, a massive spray of water explodes upward and to the sides from the front of the car, instantly engulfing the windshield and rendering the frantic thrashing of the wipers futile. The entire scene is shrouded in cold tones, with only the bright light of the car lights contrasting sharply with the endless darkness, creating a strong dramatic tension and tense atmosphere of being isolated from the world and resolutely rushing towards unknown challenges.", + "seed": 20200, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_0/index_2391_seed_20200_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07405227308627219, + "vlm_logprob": -0.07405227308627219, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.07405227308627219, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0660570040345192 + ], + "opposite_logprob_tokens": [ + -2.816056966781616 + ], + "logprob_reward": -0.0660570040345192, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0660570040345192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20628288388252258, + 0.04315502569079399, + 0.022474439814686775, + 0.028488539159297943, + 0.03927465155720711, + 0.059359099715948105, + 0.10605897009372711, + 0.23796691000461578, + 0.16976462304592133, + 0.08717484772205353 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0660570040345192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015928477048874 + ], + "opposite_logprob_tokens": [ + -1.7015928030014038 + ], + "logprob_reward": -0.2015928477048874, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015928477048874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14915737509727478, + 0.1525038182735443, + 0.05776093155145645, + 0.018874287605285645, + 0.02935199998319149, + 0.0738375335931778, + 0.23197568953037262, + 0.07342223823070526, + 0.18471509218215942, + 0.028401054441928864 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.2015928477048874 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546890415251255 + ], + "opposite_logprob_tokens": [ + -4.387547016143799 + ], + "logprob_reward": -0.012546890415251255, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546890415251255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24389423429965973, + 0.07816240936517715, + 0.07633419334888458, + 0.06403304636478424, + 0.06349226832389832, + 0.05704300478100777, + 0.13855475187301636, + 0.10224361717700958, + 0.06427158415317535, + 0.1119709461927414 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.012546890415251255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010420613689348102 + ], + "opposite_logprob_tokens": [ + -6.876041889190674 + ], + "logprob_reward": -0.0010420613689348102, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010420613689348102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17829976975917816, + 0.11136686056852341, + 0.09044703096151352, + 0.03270914405584335, + 0.04977281391620636, + 0.04905446246266365, + 0.12351220101118088, + 0.16734635829925537, + 0.0795474499464035, + 0.11794387549161911 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0010420613689348102 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902256190776825 + ], + "opposite_logprob_tokens": [ + -2.464022636413574 + ], + "logprob_reward": -0.08902256190776825, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902256190776825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05581935495138168, + 0.06047053635120392, + 0.046205323189496994, + 0.02413892187178135, + 0.027674127370119095, + 0.09477527439594269, + 0.2151835411787033, + 0.3061182498931885, + 0.12028643488883972, + 0.049328189343214035 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.08902256190776825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, pulling-back tracking shot follows a modern sedan as it steadily advances through the pitch-black night. The car's sleek metallic black paint reflects the faint ambient light from the humid air. Its glaring white LED headlights cast two long, water-distorted beams across the deserted two-lane asphalt. The car drives straight ahead, where a torrential downpour pours down like a cascade, forming a nearly opaque wall of water. The raindrops are so dense that they create a dynamic, grainy texture in the headlights. As the car plunges unhesitatingly into the rain, countless water droplets are instantly illuminated by the headlights, creating a chaotic, shimmering cloud of particles. Then, a massive spray of water explodes upward and to the sides from the front of the car, instantly engulfing the windshield and rendering the frantic thrashing of the wipers futile. The entire scene is shrouded in cold tones, with only the bright light of the car lights contrasting sharply with the endless darkness, creating a strong dramatic tension and tense atmosphere of being isolated from the world and resolutely rushing towards unknown challenges.", + "seed": 20201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_0/index_2391_seed_20201_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11317482395097614, + "vlm_logprob": -0.11317482395097614, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.11317482395097614, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09177394956350327 + ], + "opposite_logprob_tokens": [ + -2.4667739868164062 + ], + "logprob_reward": -0.09177394956350327, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09177394956350327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22656087577342987, + 0.058673787862062454, + 0.12989361584186554, + 0.18195706605911255, + 0.09714912623167038, + 0.1438889056444168, + 0.03273513913154602, + 0.036082278937101364, + 0.05084734037518501, + 0.042211901396512985 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.09177394956350327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159965753555298 + ], + "opposite_logprob_tokens": [ + -1.7015995979309082 + ], + "logprob_reward": -0.20159965753555298, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159965753555298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1429653763771057, + 0.1416618525981903, + 0.17902594804763794, + 0.14337608218193054, + 0.08493153750896454, + 0.09625277668237686, + 0.02699141390621662, + 0.08231799304485321, + 0.08764494955539703, + 0.014832074753940105 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.20159965753555298 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819467917084694 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819467917084694, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819467917084694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035731472074985504, + 0.06293675303459167, + 0.1864432990550995, + 0.2823304831981659, + 0.11887001246213913, + 0.20455315709114075, + 0.027565456926822662, + 0.030926892533898354, + 0.03678170219063759, + 0.013860703445971012 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.01819467917084694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021992563270032406 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021992563270032406, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021992563270032406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1349436491727829, + 0.046605877578258514, + 0.1195642501115799, + 0.1292823702096939, + 0.13693025708198547, + 0.22836874425411224, + 0.04286313056945801, + 0.07947790622711182, + 0.05435575544834137, + 0.02760806307196617 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.0021992563270032406 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25210657715797424 + ], + "opposite_logprob_tokens": [ + -1.5021065473556519 + ], + "logprob_reward": -0.25210657715797424, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25210657715797424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051643531769514084, + 0.04708614572882652, + 0.22346128523349762, + 0.12099005281925201, + 0.18000800907611847, + 0.34763073921203613, + 0.005370727740228176, + 0.006614242680370808, + 0.009789989329874516, + 0.007405268959701061 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.25210657715797424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, pulling-back tracking shot follows a modern sedan as it steadily advances through the pitch-black night. The car's sleek metallic black paint reflects the faint ambient light from the humid air. Its glaring white LED headlights cast two long, water-distorted beams across the deserted two-lane asphalt. The car drives straight ahead, where a torrential downpour pours down like a cascade, forming a nearly opaque wall of water. The raindrops are so dense that they create a dynamic, grainy texture in the headlights. As the car plunges unhesitatingly into the rain, countless water droplets are instantly illuminated by the headlights, creating a chaotic, shimmering cloud of particles. Then, a massive spray of water explodes upward and to the sides from the front of the car, instantly engulfing the windshield and rendering the frantic thrashing of the wipers futile. The entire scene is shrouded in cold tones, with only the bright light of the car lights contrasting sharply with the endless darkness, creating a strong dramatic tension and tense atmosphere of being isolated from the world and resolutely rushing towards unknown challenges.", + "seed": 20202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_0/index_2391_seed_20202_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19341486780904232, + "vlm_logprob": -0.19341486780904232, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.19341486780904232, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2856813967227936 + ], + "opposite_logprob_tokens": [ + -1.4106813669204712 + ], + "logprob_reward": -0.2856813967227936, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2856813967227936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12755148112773895, + 0.04174848273396492, + 0.10051772743463516, + 0.04252256080508232, + 0.12371906638145447, + 0.1394048035144806, + 0.05076105520129204, + 0.07184033840894699, + 0.07270903140306473, + 0.2292255014181137 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.2856813967227936 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34868088364601135 + ], + "opposite_logprob_tokens": [ + -1.223680853843689 + ], + "logprob_reward": -0.34868088364601135, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34868088364601135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11184773594141006, + 0.07242809236049652, + 0.027249200269579887, + 0.05108146741986275, + 0.14794060587882996, + 0.17427223920822144, + 0.1790926307439804, + 0.05667169764637947, + 0.038279853761196136, + 0.1411365270614624 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.34868088364601135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608009822666645 + ], + "opposite_logprob_tokens": [ + -4.141079902648926 + ], + "logprob_reward": -0.01608009822666645, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608009822666645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0509677492082119, + 0.037782877683639526, + 0.017588917165994644, + 0.020288269966840744, + 0.048428770154714584, + 0.1665981560945511, + 0.5821723937988281, + 0.027168752625584602, + 0.02096092887222767, + 0.028043249621987343 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.01608009822666645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031947072129696608 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031947072129696608, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031947072129696608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11410883814096451, + 0.05836128070950508, + 0.09459257870912552, + 0.051289383322000504, + 0.06698822975158691, + 0.15391691029071808, + 0.1473865807056427, + 0.07330933213233948, + 0.15640772879123688, + 0.08363910019397736 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.0031947072129696608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modern sedan with sleek metallic black paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at night with a pitch-black background and cold tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving straight ahead through a torrential downpour that forms a nearly opaque wall of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the car's white LED headlights cast long beams that are distorted by water and illuminate a chaotic cloud of rain particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle pulling-back tracking shot following the car?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343725323677063 + ], + "opposite_logprob_tokens": [ + -1.3134372234344482 + ], + "logprob_reward": -0.31343725323677063, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343725323677063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028321871533989906, + 0.015889933332800865, + 0.045559003949165344, + 0.023733075708150864, + 0.024827664718031883, + 0.03176652640104294, + 0.5173921585083008, + 0.10972987115383148, + 0.14963848888874054, + 0.05314137041568756 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.31343725323677063 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_1/index_tensor([4782, 4782])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_1/index_tensor([4782, 4782])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..864f47c3c9d1de8a91cc9377b60f333256a08b4e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_1/index_tensor([4782, 4782])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static, medium shot shows an ornate longsword lying in a shallow pool of blood on a cold, cracked stone floor. The sword's hilt, bound in worn black leather, is topped with a snarling wolf's head, adorned with small, gleaming ruby eyes. Its cross is an intricate grid of faded, thorn-like metal. The black, non-reflective steel of the blade is covered in deeply etched ancient runes. The focal point of the scene is a slow, mesmerizing horror: viscous crimson blood is deliberately absorbed into the blade. Thin streams of blood flow unnaturally from the puddle, as if drawn toward the etched symbols by an unseen force. As the liquid contacts each rune, the symbol comes alive, emitting a pulsating crimson glow that grows brighter with each sip. The blood vanished into the steel, leaving no residue behind, as if the weapon itself were drinking the water. These malevolent, rhythmic rays from the runes served as the primary light source, casting deep, flickering shadows and bathing the surrounding area in a hellish red glow, creating a tense and deeply sinister atmosphere as the dark ritual neared its conclusion.", + "seed": 4754, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_1/index_4782_seed_4754_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06078031025826931, + "vlm_logprob": -0.06078031025826931, + "vlm_yes_no_margin": 3.0250000238418577, + "vlm_token_credit": -0.06078031025826931, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04056866466999054 + ], + "opposite_logprob_tokens": [ + -3.2905685901641846 + ], + "logprob_reward": -0.04056866466999054, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04056866466999054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13257405161857605, + 0.2727682888507843, + 0.24776306748390198, + 0.0322522297501564, + 0.034505344927310944, + 0.062073662877082825, + 0.01778852380812168, + 0.13091206550598145, + 0.02664385363459587, + 0.04271892085671425 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.04056866466999054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029843678697943687 + ], + "opposite_logprob_tokens": [ + -3.52984356880188 + ], + "logprob_reward": -0.029843678697943687, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029843678697943687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04419160261750221, + 0.6459302306175232, + 0.022744376212358475, + 0.013829742558300495, + 0.019962051883339882, + 0.027999235317111015, + 0.0065009440295398235, + 0.026996111497282982, + 0.02283676341176033, + 0.16900894045829773 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.029843678697943687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285770058631897 + ], + "opposite_logprob_tokens": [ + -2.017857789993286 + ], + "logprob_reward": -0.14285770058631897, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14285770058631897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04706620052456856, + 0.707077145576477, + 0.03544192388653755, + 0.02310112491250038, + 0.035530757158994675, + 0.02861054241657257, + 0.010477479547262192, + 0.0552305243909359, + 0.012463902123272419, + 0.045000310987234116 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.14285770058631897 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594686269760132 + ], + "opposite_logprob_tokens": [ + -3.895594596862793 + ], + "logprob_reward": -0.020594686269760132, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594686269760132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02913927659392357, + 0.5730888843536377, + 0.03428015485405922, + 0.0204977598041296, + 0.062344741076231, + 0.08155890554189682, + 0.011561782099306583, + 0.015299513004720211, + 0.008922820910811424, + 0.16330622136592865 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.020594686269760132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003682106733322 + ], + "opposite_logprob_tokens": [ + -2.6950368881225586 + ], + "logprob_reward": -0.07003682106733322, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003682106733322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10110236704349518, + 0.3366863429546356, + 0.10433990508317947, + 0.03439205884933472, + 0.04667206108570099, + 0.06877989321947098, + 0.036463379859924316, + 0.12488536536693573, + 0.028493167832493782, + 0.11818543821573257 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.07003682106733322 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, medium shot shows an ornate longsword lying in a shallow pool of blood on a cold, cracked stone floor. The sword's hilt, bound in worn black leather, is topped with a snarling wolf's head, adorned with small, gleaming ruby eyes. Its cross is an intricate grid of faded, thorn-like metal. The black, non-reflective steel of the blade is covered in deeply etched ancient runes. The focal point of the scene is a slow, mesmerizing horror: viscous crimson blood is deliberately absorbed into the blade. Thin streams of blood flow unnaturally from the puddle, as if drawn toward the etched symbols by an unseen force. As the liquid contacts each rune, the symbol comes alive, emitting a pulsating crimson glow that grows brighter with each sip. The blood vanished into the steel, leaving no residue behind, as if the weapon itself were drinking the water. These malevolent, rhythmic rays from the runes served as the primary light source, casting deep, flickering shadows and bathing the surrounding area in a hellish red glow, creating a tense and deeply sinister atmosphere as the dark ritual neared its conclusion.", + "seed": 4755, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_1/index_4782_seed_4755_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17976342961192132, + "vlm_logprob": -0.17976342961192132, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.17976342961192132, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0717078372836113 + ], + "opposite_logprob_tokens": [ + -2.6967077255249023 + ], + "logprob_reward": -0.0717078372836113, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0717078372836113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17805799841880798, + 0.06949920952320099, + 0.022831430658698082, + 0.02438751608133316, + 0.0442374125123024, + 0.04121369123458862, + 0.08081527054309845, + 0.021527856588363647, + 0.1494457870721817, + 0.3679838180541992 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0717078372836113 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08912299573421478 + ], + "opposite_logprob_tokens": [ + -2.464123010635376 + ], + "logprob_reward": -0.08912299573421478, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08912299573421478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2512167692184448, + 0.06922097504138947, + 0.024091847240924835, + 0.025376910343766212, + 0.06729499250650406, + 0.034358806908130646, + 0.02629324235022068, + 0.027794411405920982, + 0.12219935655593872, + 0.3521527051925659 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.08912299573421478 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934120059013367 + ], + "opposite_logprob_tokens": [ + -0.6934120059013367 + ], + "logprob_reward": -0.6934120059013367, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934120059013367, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10872165113687515, + 0.0309438593685627, + 0.024844080209732056, + 0.0121610751375556, + 0.018991708755493164, + 0.0472150593996048, + 0.07340355217456818, + 0.041810277849435806, + 0.184281125664711, + 0.45762765407562256 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.6934120059013367 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208375200629234 + ], + "opposite_logprob_tokens": [ + -4.0182085037231445 + ], + "logprob_reward": -0.018208375200629234, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018208375200629234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15045994520187378, + 0.1030682623386383, + 0.07458844780921936, + 0.029385434463620186, + 0.036113858222961426, + 0.05534828081727028, + 0.09915973991155624, + 0.11684059351682663, + 0.24264152348041534, + 0.0923939123749733 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.018208375200629234 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365933939814568 + ], + "opposite_logprob_tokens": [ + -3.6513659954071045 + ], + "logprob_reward": -0.026365933939814568, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365933939814568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1281733512878418, + 0.06324969977140427, + 0.06666955351829529, + 0.035460464656353, + 0.031451448798179626, + 0.0737728625535965, + 0.04683595150709152, + 0.09529510140419006, + 0.18818016350269318, + 0.270911306142807 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.026365933939814568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, medium shot shows an ornate longsword lying in a shallow pool of blood on a cold, cracked stone floor. The sword's hilt, bound in worn black leather, is topped with a snarling wolf's head, adorned with small, gleaming ruby eyes. Its cross is an intricate grid of faded, thorn-like metal. The black, non-reflective steel of the blade is covered in deeply etched ancient runes. The focal point of the scene is a slow, mesmerizing horror: viscous crimson blood is deliberately absorbed into the blade. Thin streams of blood flow unnaturally from the puddle, as if drawn toward the etched symbols by an unseen force. As the liquid contacts each rune, the symbol comes alive, emitting a pulsating crimson glow that grows brighter with each sip. The blood vanished into the steel, leaving no residue behind, as if the weapon itself were drinking the water. These malevolent, rhythmic rays from the runes served as the primary light source, casting deep, flickering shadows and bathing the surrounding area in a hellish red glow, creating a tense and deeply sinister atmosphere as the dark ritual neared its conclusion.", + "seed": 4756, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_1/index_4782_seed_4756_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14463548138737678, + "vlm_logprob": -0.14463548138737678, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.14463548138737678, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.052252426743507385 + ], + "opposite_logprob_tokens": [ + -3.0522525310516357 + ], + "logprob_reward": -0.052252426743507385, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.052252426743507385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4320676028728485, + 0.16824322938919067, + 0.11502282321453094, + 0.07603351026773453, + 0.03373813256621361, + 0.04466580972075462, + 0.03972313553094864, + 0.021022934466600418, + 0.03192342817783356, + 0.037559449672698975 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.052252426743507385 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502470210194588 + ], + "opposite_logprob_tokens": [ + -2.9300246238708496 + ], + "logprob_reward": -0.05502470210194588, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502470210194588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35559266805648804, + 0.10370732843875885, + 0.091978058218956, + 0.11743376404047012, + 0.05416455492377281, + 0.0874113216996193, + 0.02598598040640354, + 0.03606898710131645, + 0.06674277037382126, + 0.06091459095478058 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.05502470210194588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762191414833069 + ], + "opposite_logprob_tokens": [ + -0.8262191414833069 + ], + "logprob_reward": -0.5762191414833069, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762191414833069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5398364067077637, + 0.09890517592430115, + 0.050867658108472824, + 0.067405104637146, + 0.05285680666565895, + 0.06681620329618454, + 0.026442360132932663, + 0.016017308458685875, + 0.02384575828909874, + 0.057007189840078354 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.5762191414833069 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961138755083084 + ], + "opposite_logprob_tokens": [ + -5.130960941314697 + ], + "logprob_reward": -0.005961138755083084, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961138755083084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08749299496412277, + 0.08170213550329208, + 0.03356323763728142, + 0.06191551312804222, + 0.08458085358142853, + 0.2423636019229889, + 0.03411706164479256, + 0.04133836552500725, + 0.07701792567968369, + 0.2559082806110382 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.005961138755083084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033719997853040695 + ], + "opposite_logprob_tokens": [ + -3.408720016479492 + ], + "logprob_reward": -0.033719997853040695, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033719997853040695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18608249723911285, + 0.03354587405920029, + 0.04499903693795204, + 0.03060404770076275, + 0.029973050579428673, + 0.07214763015508652, + 0.017982961609959602, + 0.07402496784925461, + 0.10092278569936752, + 0.4097171127796173 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.033719997853040695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, medium shot shows an ornate longsword lying in a shallow pool of blood on a cold, cracked stone floor. The sword's hilt, bound in worn black leather, is topped with a snarling wolf's head, adorned with small, gleaming ruby eyes. Its cross is an intricate grid of faded, thorn-like metal. The black, non-reflective steel of the blade is covered in deeply etched ancient runes. The focal point of the scene is a slow, mesmerizing horror: viscous crimson blood is deliberately absorbed into the blade. Thin streams of blood flow unnaturally from the puddle, as if drawn toward the etched symbols by an unseen force. As the liquid contacts each rune, the symbol comes alive, emitting a pulsating crimson glow that grows brighter with each sip. The blood vanished into the steel, leaving no residue behind, as if the weapon itself were drinking the water. These malevolent, rhythmic rays from the runes served as the primary light source, casting deep, flickering shadows and bathing the surrounding area in a hellish red glow, creating a tense and deeply sinister atmosphere as the dark ritual neared its conclusion.", + "seed": 4757, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_1/index_4782_seed_4757_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05395853575319052, + "vlm_logprob": -0.05395853575319052, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.05395853575319052, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050838761031627655 + ], + "opposite_logprob_tokens": [ + -3.0508387088775635 + ], + "logprob_reward": -0.050838761031627655, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050838761031627655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25048813223838806, + 0.08826345950365067, + 0.09091714024543762, + 0.05468359217047691, + 0.0735766664147377, + 0.03849274292588234, + 0.18360814452171326, + 0.12472214549779892, + 0.026609741151332855, + 0.06863823533058167 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.050838761031627655 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04872574284672737 + ], + "opposite_logprob_tokens": [ + -3.0487258434295654 + ], + "logprob_reward": -0.04872574284672737, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04872574284672737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22475019097328186, + 0.09078974276781082, + 0.039974939078092575, + 0.05540677160024643, + 0.057571932673454285, + 0.07351431250572205, + 0.2313275784254074, + 0.12148363143205643, + 0.06902088224887848, + 0.03616003319621086 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.04872574284672737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039298474788666 + ], + "opposite_logprob_tokens": [ + -1.9103929996490479 + ], + "logprob_reward": -0.16039298474788666, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039298474788666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17364820837974548, + 0.14232347905635834, + 0.041152242571115494, + 0.024241112172603607, + 0.043036069720983505, + 0.09211081266403198, + 0.2625129222869873, + 0.07984744757413864, + 0.0870155543088913, + 0.054112136363983154 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.16039298474788666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002200088929384947 + ], + "opposite_logprob_tokens": [ + -6.127200126647949 + ], + "logprob_reward": -0.002200088929384947, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002200088929384947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09391249716281891, + 0.11661334335803986, + 0.09792612493038177, + 0.026580769568681717, + 0.04610332101583481, + 0.02828124165534973, + 0.24221056699752808, + 0.15978886187076569, + 0.11757485568523407, + 0.07100836932659149 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.002200088929384947 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static, medium shot of an ornate longsword lying in a shallow pool of blood on a cracked stone floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sword's hilt feature worn black leather bound with a snarling wolf's head topped with small gleaming ruby eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the blade made of black non-reflective steel covered in deeply etched ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does viscous crimson blood flow from the puddle into the blade, causing the runes to emit a pulsating crimson glow that grows brighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the glowing runes serve as the primary light source, casting deep flickering shadows and bathing the scene in a hellish red glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635101210325956 + ], + "opposite_logprob_tokens": [ + -4.882635116577148 + ], + "logprob_reward": -0.007635101210325956, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635101210325956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09339532256126404, + 0.0427573062479496, + 0.0368851013481617, + 0.03787270188331604, + 0.055313847959041595, + 0.12511879205703735, + 0.3981066048145294, + 0.08592270314693451, + 0.0929005891084671, + 0.03172704577445984 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.007635101210325956 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_10/index_tensor([86, 86])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_10/index_tensor([86, 86])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f5b6e76a9ee196d4a92c14e6474754b9fa2d652a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_10/index_tensor([86, 86])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, eye-level wide shot captures the atmosphere of a crowded wrestling ring, where the camera pans rapidly to track the powerful, muscular wrestler. He wears a vibrant pink and gold lucha libre-style mask adorned with intricate gold filigree, perfectly matching his pink leggings and knee-high boots, which gleam under the intense overhead spotlights. He powerfully grasps the top rope with both hands, harnessing its elastic tension to propel himself across the blue canvas mat with explosive speed, charging towards his opponent, who is dressed in simple black shorts. In one fluid movement, the masked wrestler bends down, grabs his opponent, and with a burst of raw power, hoisting him onto his broad shoulders. He firmly plants his feet and spins with a swift, controlled movement, creating a blur of pink and gold. The move culminates in a decisive arc as he flips his opponent onto his back, sending him crashing to the mat with a thunderous impact that reverberates throughout the ring. Without hesitation, the masked wrestler drops down, hooking his opponent's leg. The referee, dressed in a classic black and white striped shirt, immediately dropped to one knee beside them, his expression focused, and decisively struck the mat with his palm three times, sharp, rhythmic slaps that interrupted the roar of the cheering, out-of-focus crowd and sealed the victory in a piece of energetic, triumphant drama.", + "seed": 8997, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_10/index_86_seed_8997_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07510918192565441, + "vlm_logprob": -0.07510918192565441, + "vlm_yes_no_margin": 2.975000023841858, + "vlm_token_credit": -0.07510918192565441, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14565233886241913 + ], + "opposite_logprob_tokens": [ + -2.0206522941589355 + ], + "logprob_reward": -0.14565233886241913, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14565233886241913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12038647383451462, + 0.10049568861722946, + 0.0964244157075882, + 0.07374189794063568, + 0.05808297172188759, + 0.13986799120903015, + 0.09583338350057602, + 0.2720801532268524, + 0.023159397765994072, + 0.019927630200982094 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.14565233886241913 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054966822266578674 + ], + "opposite_logprob_tokens": [ + -2.929966926574707 + ], + "logprob_reward": -0.054966822266578674, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054966822266578674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07767561823129654, + 0.10851012915372849, + 0.08184169232845306, + 0.1639413684606552, + 0.11220132559537888, + 0.14836770296096802, + 0.03300533816218376, + 0.15502870082855225, + 0.01522807963192463, + 0.10420002788305283 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.054966822266578674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016065435484051704 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.016065435484051704, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016065435484051704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05040717124938965, + 0.07245321571826935, + 0.1344752460718155, + 0.10169124603271484, + 0.048983264714479446, + 0.06581877171993256, + 0.07356253266334534, + 0.3333607614040375, + 0.012811046093702316, + 0.10643673688173294 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.016065435484051704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279787242412567 + ], + "opposite_logprob_tokens": [ + -2.0177979469299316 + ], + "logprob_reward": -0.14279787242412567, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279787242412567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04343905299901962, + 0.06304013729095459, + 0.060613688081502914, + 0.11469554156064987, + 0.02284635417163372, + 0.026914214715361595, + 0.02573201060295105, + 0.24729864299297333, + 0.010934229008853436, + 0.3844861388206482 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.14279787242412567 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063440591096878 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063440591096878, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063440591096878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07262773811817169, + 0.10567616671323776, + 0.04264100268483162, + 0.01675337925553322, + 0.0399404875934124, + 0.11354875564575195, + 0.023945344612002373, + 0.4533785283565521, + 0.006188470870256424, + 0.12530012428760529 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.016063440591096878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, eye-level wide shot captures the atmosphere of a crowded wrestling ring, where the camera pans rapidly to track the powerful, muscular wrestler. He wears a vibrant pink and gold lucha libre-style mask adorned with intricate gold filigree, perfectly matching his pink leggings and knee-high boots, which gleam under the intense overhead spotlights. He powerfully grasps the top rope with both hands, harnessing its elastic tension to propel himself across the blue canvas mat with explosive speed, charging towards his opponent, who is dressed in simple black shorts. In one fluid movement, the masked wrestler bends down, grabs his opponent, and with a burst of raw power, hoisting him onto his broad shoulders. He firmly plants his feet and spins with a swift, controlled movement, creating a blur of pink and gold. The move culminates in a decisive arc as he flips his opponent onto his back, sending him crashing to the mat with a thunderous impact that reverberates throughout the ring. Without hesitation, the masked wrestler drops down, hooking his opponent's leg. The referee, dressed in a classic black and white striped shirt, immediately dropped to one knee beside them, his expression focused, and decisively struck the mat with his palm three times, sharp, rhythmic slaps that interrupted the roar of the cheering, out-of-focus crowd and sealed the victory in a piece of energetic, triumphant drama.", + "seed": 8998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_10/index_86_seed_8998_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23137212470173835, + "vlm_logprob": -0.23137212470173835, + "vlm_yes_no_margin": 2.274999976158142, + "vlm_token_credit": -0.23137212470173835, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8994357585906982 + ], + "opposite_logprob_tokens": [ + -0.5244357585906982 + ], + "logprob_reward": -0.8994357585906982, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8994357585906982, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11341667920351028, + 0.09785179793834686, + 0.053002774715423584, + 0.06633947789669037, + 0.45232269167900085, + 0.017966721206903458, + 0.03372377157211304, + 0.03012070618569851, + 0.08778899163007736, + 0.047466352581977844 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.8994357585906982 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498713254928589 + ], + "opposite_logprob_tokens": [ + -2.9299871921539307 + ], + "logprob_reward": -0.05498713254928589, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498713254928589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2542945444583893, + 0.056431371718645096, + 0.10632035881280899, + 0.07858850806951523, + 0.28152361512184143, + 0.060949038714170456, + 0.04102322831749916, + 0.036501988768577576, + 0.022134866565465927, + 0.06223247945308685 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.05498713254928589 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029804455116391182 + ], + "opposite_logprob_tokens": [ + -3.5298044681549072 + ], + "logprob_reward": -0.029804455116391182, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029804455116391182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1861972063779831, + 0.16365180909633636, + 0.0523153692483902, + 0.07179548591375351, + 0.16770538687705994, + 0.06439880281686783, + 0.12217669188976288, + 0.05257341265678406, + 0.03525079786777496, + 0.08393512666225433 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.029804455116391182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428263932466507 + ], + "opposite_logprob_tokens": [ + -2.0178263187408447 + ], + "logprob_reward": -0.1428263932466507, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428263932466507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09049641340970993, + 0.07272844761610031, + 0.12329615652561188, + 0.09206406772136688, + 0.07124654203653336, + 0.10508183389902115, + 0.1416141539812088, + 0.06033266335725784, + 0.07363453507423401, + 0.16950516402721405 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.1428263932466507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980688400566578 + ], + "opposite_logprob_tokens": [ + -3.5298068523406982 + ], + "logprob_reward": -0.02980688400566578, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980688400566578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07084011286497116, + 0.21020182967185974, + 0.05345291271805763, + 0.06681302934885025, + 0.32348358631134033, + 0.05078217014670372, + 0.026799842715263367, + 0.0179261714220047, + 0.06747166812419891, + 0.11222866177558899 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.02980688400566578 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, eye-level wide shot captures the atmosphere of a crowded wrestling ring, where the camera pans rapidly to track the powerful, muscular wrestler. He wears a vibrant pink and gold lucha libre-style mask adorned with intricate gold filigree, perfectly matching his pink leggings and knee-high boots, which gleam under the intense overhead spotlights. He powerfully grasps the top rope with both hands, harnessing its elastic tension to propel himself across the blue canvas mat with explosive speed, charging towards his opponent, who is dressed in simple black shorts. In one fluid movement, the masked wrestler bends down, grabs his opponent, and with a burst of raw power, hoisting him onto his broad shoulders. He firmly plants his feet and spins with a swift, controlled movement, creating a blur of pink and gold. The move culminates in a decisive arc as he flips his opponent onto his back, sending him crashing to the mat with a thunderous impact that reverberates throughout the ring. Without hesitation, the masked wrestler drops down, hooking his opponent's leg. The referee, dressed in a classic black and white striped shirt, immediately dropped to one knee beside them, his expression focused, and decisively struck the mat with his palm three times, sharp, rhythmic slaps that interrupted the roar of the cheering, out-of-focus crowd and sealed the victory in a piece of energetic, triumphant drama.", + "seed": 8999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_10/index_86_seed_8999_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06263502147048712, + "vlm_logprob": -0.06263502147048712, + "vlm_yes_no_margin": 3.075000023841858, + "vlm_token_credit": -0.06263502147048712, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06552446633577347 + ], + "opposite_logprob_tokens": [ + -2.8155245780944824 + ], + "logprob_reward": -0.06552446633577347, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06552446633577347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11601927876472473, + 0.15400031208992004, + 0.04080424830317497, + 0.11646785587072372, + 0.048756200820207596, + 0.03795596957206726, + 0.04560915008187294, + 0.10782624781131744, + 0.29400143027305603, + 0.038559362292289734 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.06552446633577347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004571706056595 + ], + "opposite_logprob_tokens": [ + -2.6950457096099854 + ], + "logprob_reward": -0.07004571706056595, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004571706056595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11793222278356552, + 0.13363534212112427, + 0.07115383446216583, + 0.30738767981529236, + 0.07763629406690598, + 0.17018330097198486, + 0.0249298345297575, + 0.023575546219944954, + 0.04285220056772232, + 0.03071371652185917 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.07004571706056595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058802917599678 + ], + "opposite_logprob_tokens": [ + -3.895587921142578 + ], + "logprob_reward": -0.02058802917599678, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058802917599678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2472982257604599, + 0.21436622738838196, + 0.05635767802596092, + 0.1314317137002945, + 0.04873933270573616, + 0.05888289585709572, + 0.04685111343860626, + 0.07261469960212708, + 0.06511997431516647, + 0.05833807960152626 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.02058802917599678 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281430840492249 + ], + "opposite_logprob_tokens": [ + -2.0178143978118896 + ], + "logprob_reward": -0.14281430840492249, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14281430840492249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30284103751182556, + 0.10934373736381531, + 0.06382381916046143, + 0.17345096170902252, + 0.04400656372308731, + 0.02500472590327263, + 0.04452691227197647, + 0.08432934433221817, + 0.07625933736562729, + 0.07641349732875824 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.14281430840492249 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202586375176907 + ], + "opposite_logprob_tokens": [ + -4.26420259475708 + ], + "logprob_reward": -0.014202586375176907, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202586375176907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15572819113731384, + 0.09871311485767365, + 0.10817911475896835, + 0.20322285592556, + 0.033753227442502975, + 0.03601110726594925, + 0.10116875916719437, + 0.12393900007009506, + 0.1129402369260788, + 0.026344411075115204 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.014202586375176907 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, eye-level wide shot captures the atmosphere of a crowded wrestling ring, where the camera pans rapidly to track the powerful, muscular wrestler. He wears a vibrant pink and gold lucha libre-style mask adorned with intricate gold filigree, perfectly matching his pink leggings and knee-high boots, which gleam under the intense overhead spotlights. He powerfully grasps the top rope with both hands, harnessing its elastic tension to propel himself across the blue canvas mat with explosive speed, charging towards his opponent, who is dressed in simple black shorts. In one fluid movement, the masked wrestler bends down, grabs his opponent, and with a burst of raw power, hoisting him onto his broad shoulders. He firmly plants his feet and spins with a swift, controlled movement, creating a blur of pink and gold. The move culminates in a decisive arc as he flips his opponent onto his back, sending him crashing to the mat with a thunderous impact that reverberates throughout the ring. Without hesitation, the masked wrestler drops down, hooking his opponent's leg. The referee, dressed in a classic black and white striped shirt, immediately dropped to one knee beside them, his expression focused, and decisively struck the mat with his palm three times, sharp, rhythmic slaps that interrupted the roar of the cheering, out-of-focus crowd and sealed the victory in a piece of energetic, triumphant drama.", + "seed": 9000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_10/index_86_seed_9000_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13249220475554466, + "vlm_logprob": -0.13249220475554466, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.13249220475554466, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.353811651468277 + ], + "opposite_logprob_tokens": [ + -1.2288116216659546 + ], + "logprob_reward": -0.353811651468277, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.353811651468277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1640499234199524, + 0.07618441432714462, + 0.07232499122619629, + 0.06367608904838562, + 0.06613912433385849, + 0.0903414934873581, + 0.06752169132232666, + 0.23644782602787018, + 0.1232326477766037, + 0.04008183255791664 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.353811651468277 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296748369932175 + ], + "opposite_logprob_tokens": [ + -2.2379674911499023 + ], + "logprob_reward": -0.11296748369932175, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296748369932175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13563977181911469, + 0.08220531791448593, + 0.052539799362421036, + 0.03876030445098877, + 0.09621429443359375, + 0.07942383736371994, + 0.14879225194454193, + 0.31056874990463257, + 0.01820441521704197, + 0.03765132278203964 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.11296748369932175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307059198617935 + ], + "opposite_logprob_tokens": [ + -3.1680705547332764 + ], + "logprob_reward": -0.04307059198617935, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307059198617935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22111822664737701, + 0.15752099454402924, + 0.11494915187358856, + 0.03711441904306412, + 0.030765173956751823, + 0.04003313556313515, + 0.09541544318199158, + 0.1709747314453125, + 0.04960111528635025, + 0.08250762522220612 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.04307059198617935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282174408435822 + ], + "opposite_logprob_tokens": [ + -2.017821788787842 + ], + "logprob_reward": -0.14282174408435822, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282174408435822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2883073091506958, + 0.05363040044903755, + 0.10028912872076035, + 0.03590700775384903, + 0.06575706601142883, + 0.04379429668188095, + 0.08464433252811432, + 0.18800963461399078, + 0.07923414558172226, + 0.06042668595910072 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.14282174408435822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level wide shot of a crowded wrestling ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to track a muscular wrestler wearing a pink and gold lucha libre mask?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the wrestler perform a move where he hoists his opponent onto his shoulders, spins, and flips the opponent onto their back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the referee visible wearing a black and white striped shirt, dropping to one knee, and striking the mat three times?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background crowd visible as out-of-focus and cheering?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789552539587021 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.009789552539587021, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789552539587021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2688204348087311, + 0.0437699630856514, + 0.04029383137822151, + 0.04325569048523903, + 0.027784528210759163, + 0.03504315763711929, + 0.046097662299871445, + 0.31842145323753357, + 0.1002921313047409, + 0.07622110843658447 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.009789552539587021 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_11/index_tensor([9585, 9585])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_11/index_tensor([9585, 9585])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f7cdf5764eb9d48186e15529cda9770fcaa3c279 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_11/index_tensor([9585, 9585])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a low-angle close-up, focused on a dark, shadowy crevice within a massive artificial rock structure within a vast aquarium. In the dim light, the moray eel's mottled green-brown head is barely visible, its leathery skin coated in mucus, forming an intricate, maze-like pattern. Its beady, black eyes stare at its hiding place with a menacing stillness, its slightly open mouth offering a glimpse of sharp, translucent teeth. The surrounding rock texture mimics a porous volcanic surface, dotted with black algae, while in the distant, out-of-focus depths, the blurry shapes of smaller, colorful fish drift lazily by. As the camera slowly and deliberately tilts upward, the perspective shifts away from the eel and toward the shimmering water surface above. This movement causes dancing caustic light patterns to ripple downward through the crystal-clear water, illuminating drifting particles and casting fleeting highlights on the rock walls. Bathed in cool, aquatic colors of deep blue and hazy gray, the scene creates an atmosphere of tranquility and pristine mystery, capturing a hidden, watchful moment in the vast underwater world.", + "seed": 14338, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_11/index_9585_seed_14338_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.006340815406292677, + "vlm_logprob": -0.006340815406292677, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.006340815406292677, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008804429322481155 + ], + "opposite_logprob_tokens": [ + -4.8838043212890625 + ], + "logprob_reward": -0.008804429322481155, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008804429322481155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44399493932724, + 0.015722090378403664, + 0.0395672470331192, + 0.27647465467453003, + 0.024748343974351883, + 0.08843333274126053, + 0.021057384088635445, + 0.020721618086099625, + 0.05308445170521736, + 0.016195939853787422 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.008804429322481155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003627982921898365 + ], + "opposite_logprob_tokens": [ + -5.628627777099609 + ], + "logprob_reward": -0.003627982921898365, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003627982921898365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7332255840301514, + 0.031258951872587204, + 0.025965051725506783, + 0.013323257677257061, + 0.026705928146839142, + 0.1382898986339569, + 0.004925946239382029, + 0.01344459131360054, + 0.006596330087631941, + 0.006264459807425737 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.003627982921898365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097875207662582 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097875207662582, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097875207662582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2175527960062027, + 0.02826405130326748, + 0.031696416437625885, + 0.16911423206329346, + 0.019833678379654884, + 0.39603373408317566, + 0.041464194655418396, + 0.04049442335963249, + 0.04116882383823395, + 0.014377572573721409 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.004097875207662582 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107686385512352 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.01107686385512352, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107686385512352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1504022479057312, + 0.018227756023406982, + 0.02614825777709484, + 0.01835387572646141, + 0.026423905044794083, + 0.5421698093414307, + 0.01175051648169756, + 0.08507261425256729, + 0.056262366473674774, + 0.0651886835694313 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.01107686385512352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096925724297762 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004096925724297762, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096925724297762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5598952770233154, + 0.015238568186759949, + 0.015767667442560196, + 0.047199275344610214, + 0.050739578902721405, + 0.24528327584266663, + 0.014750967733561993, + 0.01802307926118374, + 0.011418393813073635, + 0.02168385684490204 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.004096925724297762 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a low-angle close-up, focused on a dark, shadowy crevice within a massive artificial rock structure within a vast aquarium. In the dim light, the moray eel's mottled green-brown head is barely visible, its leathery skin coated in mucus, forming an intricate, maze-like pattern. Its beady, black eyes stare at its hiding place with a menacing stillness, its slightly open mouth offering a glimpse of sharp, translucent teeth. The surrounding rock texture mimics a porous volcanic surface, dotted with black algae, while in the distant, out-of-focus depths, the blurry shapes of smaller, colorful fish drift lazily by. As the camera slowly and deliberately tilts upward, the perspective shifts away from the eel and toward the shimmering water surface above. This movement causes dancing caustic light patterns to ripple downward through the crystal-clear water, illuminating drifting particles and casting fleeting highlights on the rock walls. Bathed in cool, aquatic colors of deep blue and hazy gray, the scene creates an atmosphere of tranquility and pristine mystery, capturing a hidden, watchful moment in the vast underwater world.", + "seed": 14339, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_11/index_9585_seed_14339_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.00984008889645338, + "vlm_logprob": -0.00984008889645338, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.00984008889645338, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018253909423947334 + ], + "opposite_logprob_tokens": [ + -4.143253803253174 + ], + "logprob_reward": -0.018253909423947334, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018253909423947334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07810739427804947, + 0.06080415099859238, + 0.2431630790233612, + 0.08980824798345566, + 0.09657628834247589, + 0.08158909529447556, + 0.06936375051736832, + 0.04172268509864807, + 0.12055692076683044, + 0.11830838769674301 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.018253909423947334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005271582398563623 + ], + "opposite_logprob_tokens": [ + -5.2552714347839355 + ], + "logprob_reward": -0.005271582398563623, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005271582398563623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.174239382147789, + 0.10565293580293655, + 0.2334064096212387, + 0.1433190554380417, + 0.1748400777578354, + 0.042720548808574677, + 0.04243619367480278, + 0.02987891249358654, + 0.020884163677692413, + 0.03262236341834068 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.005271582398563623 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0086426492780447 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.0086426492780447, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.0086426492780447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09179546684026718, + 0.035923849791288376, + 0.07092596590518951, + 0.06749873608350754, + 0.16835923492908478, + 0.211435928940773, + 0.1792442500591278, + 0.03803826496005058, + 0.06831184774637222, + 0.068466417491436 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.0086426492780447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078985407948494 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078985407948494, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078985407948494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0825938880443573, + 0.05213828757405281, + 0.15836510062217712, + 0.053449779748916626, + 0.154782235622406, + 0.08665359765291214, + 0.05395643785595894, + 0.041269008070230484, + 0.12563394010066986, + 0.19115766882896423 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.011078985407948494 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953317973762751 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953317973762751, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953317973762751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09720592945814133, + 0.04368935152888298, + 0.06691698729991913, + 0.040471434593200684, + 0.15131692588329315, + 0.07701259106397629, + 0.2721600830554962, + 0.08909033238887787, + 0.11532799154520035, + 0.04680843651294708 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.005953317973762751 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a low-angle close-up, focused on a dark, shadowy crevice within a massive artificial rock structure within a vast aquarium. In the dim light, the moray eel's mottled green-brown head is barely visible, its leathery skin coated in mucus, forming an intricate, maze-like pattern. Its beady, black eyes stare at its hiding place with a menacing stillness, its slightly open mouth offering a glimpse of sharp, translucent teeth. The surrounding rock texture mimics a porous volcanic surface, dotted with black algae, while in the distant, out-of-focus depths, the blurry shapes of smaller, colorful fish drift lazily by. As the camera slowly and deliberately tilts upward, the perspective shifts away from the eel and toward the shimmering water surface above. This movement causes dancing caustic light patterns to ripple downward through the crystal-clear water, illuminating drifting particles and casting fleeting highlights on the rock walls. Bathed in cool, aquatic colors of deep blue and hazy gray, the scene creates an atmosphere of tranquility and pristine mystery, capturing a hidden, watchful moment in the vast underwater world.", + "seed": 14340, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_11/index_9585_seed_14340_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.00650975494645536, + "vlm_logprob": -0.00650975494645536, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.00650975494645536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008445973508059978 + ], + "opposite_logprob_tokens": [ + -5.008445739746094 + ], + "logprob_reward": -0.008445973508059978, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008445973508059978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09104862809181213, + 0.03336813673377037, + 0.03708086535334587, + 0.1758396476507187, + 0.43774792551994324, + 0.015256625600159168, + 0.03343260660767555, + 0.14310936629772186, + 0.023427775129675865, + 0.009688427671790123 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.008445973508059978 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032056395430117846 + ], + "opposite_logprob_tokens": [ + -5.7532057762146 + ], + "logprob_reward": -0.0032056395430117846, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032056395430117846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13905227184295654, + 0.061738163232803345, + 0.14924748241901398, + 0.06772736459970474, + 0.11942148953676224, + 0.03918331488966942, + 0.016030732542276382, + 0.3452141284942627, + 0.046587057411670685, + 0.015797952190041542 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0032056395430117846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640049956738949 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008640049956738949, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640049956738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21729497611522675, + 0.03753918409347534, + 0.034624360501766205, + 0.056354716420173645, + 0.06645474582910538, + 0.07998505234718323, + 0.033756449818611145, + 0.3783983290195465, + 0.05958526208996773, + 0.03600697219371796 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.008640049956738949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638749830424786 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638749830424786, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638749830424786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1247737854719162, + 0.03819741681218147, + 0.03227011114358902, + 0.1259894222021103, + 0.13799437880516052, + 0.017981354147195816, + 0.025052618235349655, + 0.41372019052505493, + 0.06344856321811676, + 0.020572127774357796 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.008638749830424786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036183618940413 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036183618940413, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036183618940413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07665067166090012, + 0.024772197008132935, + 0.049092646688222885, + 0.13506706058979034, + 0.19645044207572937, + 0.02557804249227047, + 0.02183300070464611, + 0.3951275050640106, + 0.04641798511147499, + 0.0290104690939188 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.0036183618940413 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a low-angle close-up, focused on a dark, shadowy crevice within a massive artificial rock structure within a vast aquarium. In the dim light, the moray eel's mottled green-brown head is barely visible, its leathery skin coated in mucus, forming an intricate, maze-like pattern. Its beady, black eyes stare at its hiding place with a menacing stillness, its slightly open mouth offering a glimpse of sharp, translucent teeth. The surrounding rock texture mimics a porous volcanic surface, dotted with black algae, while in the distant, out-of-focus depths, the blurry shapes of smaller, colorful fish drift lazily by. As the camera slowly and deliberately tilts upward, the perspective shifts away from the eel and toward the shimmering water surface above. This movement causes dancing caustic light patterns to ripple downward through the crystal-clear water, illuminating drifting particles and casting fleeting highlights on the rock walls. Bathed in cool, aquatic colors of deep blue and hazy gray, the scene creates an atmosphere of tranquility and pristine mystery, capturing a hidden, watchful moment in the vast underwater world.", + "seed": 14341, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_11/index_9585_seed_14341_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.005114120757207274, + "vlm_logprob": -0.005114120757207274, + "vlm_yes_no_margin": 5.475, + "vlm_token_credit": -0.005114120757207274, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0069909729063510895 + ], + "opposite_logprob_tokens": [ + -5.131990909576416 + ], + "logprob_reward": -0.0069909729063510895, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0069909729063510895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09033940732479095, + 0.054610807448625565, + 0.06262525171041489, + 0.2727906405925751, + 0.046670109033584595, + 0.03578538820147514, + 0.2073495239019394, + 0.03535905480384827, + 0.11241399496793747, + 0.08205579221248627 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.0069909729063510895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025015748105943203 + ], + "opposite_logprob_tokens": [ + -6.002501487731934 + ], + "logprob_reward": -0.0025015748105943203, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025015748105943203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4067675769329071, + 0.10733206570148468, + 0.16045384109020233, + 0.11392591148614883, + 0.035737019032239914, + 0.03885967284440994, + 0.04169674590229988, + 0.031242450699210167, + 0.015545236878097057, + 0.048439498990774155 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0025015748105943203 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096688237041235 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096688237041235, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096688237041235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08919926732778549, + 0.07889676094055176, + 0.08867037296295166, + 0.08502647280693054, + 0.10038140416145325, + 0.2098810225725174, + 0.24182502925395966, + 0.037518396973609924, + 0.03684298321604729, + 0.03175828233361244 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.004096688237041235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782706387341022 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.009782706387341022, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782706387341022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2424500435590744, + 0.0855819433927536, + 0.12142098695039749, + 0.16439081728458405, + 0.09963341057300568, + 0.07228267937898636, + 0.05418621003627777, + 0.03547023981809616, + 0.07641836255788803, + 0.04816523194313049 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.009782706387341022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a vast aquarium featuring a massive artificial rock structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a moray eel with mottled green-brown, leathery skin and sharp translucent teeth visible in a dark crevice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a low-angle close-up and slowly tilt upward toward the water surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are dancing caustic light patterns visible rippling downward through the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in cool aquatic colors of deep blue and hazy gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198661444708705 + ], + "opposite_logprob_tokens": [ + -6.127198696136475 + ], + "logprob_reward": -0.002198661444708705, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198661444708705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15924595296382904, + 0.10623656213283539, + 0.058488380163908005, + 0.17719776928424835, + 0.07848244905471802, + 0.04924752190709114, + 0.1482049524784088, + 0.04702503979206085, + 0.08793503046035767, + 0.08793636411428452 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.002198661444708705 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_12/index_tensor([6523, 6523])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_12/index_tensor([6523, 6523])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..19153f144aaf63711dda7d0e01ae4f3c7b8df98a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_12/index_tensor([6523, 6523])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Through a static, low-angle close-up, the camera captures the peak of athletic prowess as a balding, undersized, adult East Asian male athlete executes a flawless hurdle jump. His body, a compact engine of muscle, defined by the intense glare of the overhead stadium lights, is clad in a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts that cling to his powerful frame. Sweat gleams on his scalp and wrinkled forehead, his face a mask of pure, unwavering concentration. Trapped in mid-air, suspended for a moment, his form is a study in dynamic precision; his front leg, stretched straight and high, foot bent, just clear of the hurdle's white top bar, while his back leg is tucked tightly beside his hip. His arms swing in perfect, synchronized counter-swings, maintaining balance as he advances. The vibrant Simpson red synthetic track stretches beneath him, its grainy texture and crisp white lane lines providing a stark, high-contrast backdrop against the softly blurred stadium stands. The entire scene is imbued with an atmosphere of intense focus and explosive energy, immortalizing pure, unadulterated athletic grace and power.", + "seed": 10949, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_12/index_6523_seed_10949_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.054125871416181325, + "vlm_logprob": -0.054125871416181325, + "vlm_yes_no_margin": 3.299999952316284, + "vlm_token_credit": -0.054125871416181325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06277424842119217 + ], + "opposite_logprob_tokens": [ + -2.812774181365967 + ], + "logprob_reward": -0.06277424842119217, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06277424842119217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5733337998390198, + 0.06552871316671371, + 0.12750846147537231, + 0.02576037310063839, + 0.07078265398740768, + 0.023212110623717308, + 0.03074507974088192, + 0.05489291995763779, + 0.01629100926220417, + 0.01194485742598772 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.06277424842119217 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496670678257942 + ], + "opposite_logprob_tokens": [ + -2.929966688156128 + ], + "logprob_reward": -0.05496670678257942, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496670678257942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4534621834754944, + 0.10322297364473343, + 0.13146278262138367, + 0.0440245158970356, + 0.06795765459537506, + 0.02494017221033573, + 0.04543216526508331, + 0.07826269418001175, + 0.01984713226556778, + 0.031387731432914734 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05496670678257942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708060443401337 + ], + "opposite_logprob_tokens": [ + -2.1270806789398193 + ], + "logprob_reward": -0.12708060443401337, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708060443401337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6093175411224365, + 0.05440470203757286, + 0.07043703645467758, + 0.04494352638721466, + 0.049303848296403885, + 0.024644792079925537, + 0.03739039972424507, + 0.06068534776568413, + 0.03633064776659012, + 0.012542180716991425 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.12708060443401337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626346778124571 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626346778124571, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626346778124571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2953087389469147, + 0.09767854958772659, + 0.11820966005325317, + 0.04104859009385109, + 0.18854573369026184, + 0.052702028304338455, + 0.037693217396736145, + 0.08999060094356537, + 0.04991493001580238, + 0.028907950967550278 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.007626346778124571 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181814506649971 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.0181814506649971, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181814506649971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.186855748295784, + 0.0779166892170906, + 0.08334450423717499, + 0.045371659100055695, + 0.12535353004932404, + 0.049894873052835464, + 0.04037129506468773, + 0.17931003868579865, + 0.17738112807273865, + 0.034200575202703476 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0181814506649971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Through a static, low-angle close-up, the camera captures the peak of athletic prowess as a balding, undersized, adult East Asian male athlete executes a flawless hurdle jump. His body, a compact engine of muscle, defined by the intense glare of the overhead stadium lights, is clad in a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts that cling to his powerful frame. Sweat gleams on his scalp and wrinkled forehead, his face a mask of pure, unwavering concentration. Trapped in mid-air, suspended for a moment, his form is a study in dynamic precision; his front leg, stretched straight and high, foot bent, just clear of the hurdle's white top bar, while his back leg is tucked tightly beside his hip. His arms swing in perfect, synchronized counter-swings, maintaining balance as he advances. The vibrant Simpson red synthetic track stretches beneath him, its grainy texture and crisp white lane lines providing a stark, high-contrast backdrop against the softly blurred stadium stands. The entire scene is imbued with an atmosphere of intense focus and explosive energy, immortalizing pure, unadulterated athletic grace and power.", + "seed": 10950, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_12/index_6523_seed_10950_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04239013912156224, + "vlm_logprob": -0.04239013912156224, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04239013912156224, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10120158642530441 + ], + "opposite_logprob_tokens": [ + -2.3512015342712402 + ], + "logprob_reward": -0.10120158642530441, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10120158642530441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08469701558351517, + 0.05494171008467674, + 0.16305109858512878, + 0.06952336430549622, + 0.4595281183719635, + 0.07908964157104492, + 0.016836000606417656, + 0.027097243815660477, + 0.01510581374168396, + 0.03012997843325138 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.10120158642530441 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048656709492206573 + ], + "opposite_logprob_tokens": [ + -3.048656702041626 + ], + "logprob_reward": -0.048656709492206573, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048656709492206573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06664999574422836, + 0.030906284227967262, + 0.1253463178873062, + 0.07892961800098419, + 0.5752509236335754, + 0.048580754548311234, + 0.009865672327578068, + 0.02360725775361061, + 0.019401883706450462, + 0.021461252123117447 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.048656709492206573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807809740304947 + ], + "opposite_logprob_tokens": [ + -3.5298078060150146 + ], + "logprob_reward": -0.029807809740304947, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807809740304947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21954357624053955, + 0.060865722596645355, + 0.09663163870573044, + 0.048437200486660004, + 0.21034160256385803, + 0.0518086776137352, + 0.04327034205198288, + 0.11859340965747833, + 0.04289683327078819, + 0.10761101543903351 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.029807809740304947 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944548640400171 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944548640400171, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944548640400171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1431983858346939, + 0.02462836168706417, + 0.11545965075492859, + 0.08640258759260178, + 0.40224266052246094, + 0.05069222301244736, + 0.019172348082065582, + 0.03558054566383362, + 0.0669986829161644, + 0.0556245893239975 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.005944548640400171 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340041309595108 + ], + "opposite_logprob_tokens": [ + -3.6513400077819824 + ], + "logprob_reward": -0.026340041309595108, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340041309595108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09951332211494446, + 0.08440461754798889, + 0.15028811991214752, + 0.04275878518819809, + 0.30413341522216797, + 0.0982525497674942, + 0.07302219420671463, + 0.09111171215772629, + 0.021432125940918922, + 0.03508322313427925 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.026340041309595108 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Through a static, low-angle close-up, the camera captures the peak of athletic prowess as a balding, undersized, adult East Asian male athlete executes a flawless hurdle jump. His body, a compact engine of muscle, defined by the intense glare of the overhead stadium lights, is clad in a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts that cling to his powerful frame. Sweat gleams on his scalp and wrinkled forehead, his face a mask of pure, unwavering concentration. Trapped in mid-air, suspended for a moment, his form is a study in dynamic precision; his front leg, stretched straight and high, foot bent, just clear of the hurdle's white top bar, while his back leg is tucked tightly beside his hip. His arms swing in perfect, synchronized counter-swings, maintaining balance as he advances. The vibrant Simpson red synthetic track stretches beneath him, its grainy texture and crisp white lane lines providing a stark, high-contrast backdrop against the softly blurred stadium stands. The entire scene is imbued with an atmosphere of intense focus and explosive energy, immortalizing pure, unadulterated athletic grace and power.", + "seed": 10951, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_12/index_6523_seed_10951_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06089226305484772, + "vlm_logprob": -0.06089226305484772, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.06089226305484772, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1613251268863678 + ], + "opposite_logprob_tokens": [ + -1.9113250970840454 + ], + "logprob_reward": -0.1613251268863678, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1613251268863678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2658143639564514, + 0.15357331931591034, + 0.3348489999771118, + 0.06549178808927536, + 0.015485849231481552, + 0.039776116609573364, + 0.016978640109300613, + 0.03309675306081772, + 0.03519820794463158, + 0.03973594307899475 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.1613251268863678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004348933696747 + ], + "opposite_logprob_tokens": [ + -2.6950435638427734 + ], + "logprob_reward": -0.07004348933696747, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004348933696747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19669854640960693, + 0.1311163306236267, + 0.3264477849006653, + 0.033494267612695694, + 0.0221656933426857, + 0.08428218215703964, + 0.028520682826638222, + 0.09901012480258942, + 0.03366711735725403, + 0.044597283005714417 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.07004348933696747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307721555233002 + ], + "opposite_logprob_tokens": [ + -3.168077230453491 + ], + "logprob_reward": -0.04307721555233002, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307721555233002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08406109362840652, + 0.19234485924243927, + 0.07653629034757614, + 0.15350641310214996, + 0.06547430157661438, + 0.11136902123689651, + 0.07913093268871307, + 0.09750757366418839, + 0.09044753760099411, + 0.04962201416492462 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.04307721555233002 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733465939760208 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733465939760208, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733465939760208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17564328014850616, + 0.3889884650707245, + 0.06619128584861755, + 0.07782796025276184, + 0.10133226215839386, + 0.03389148786664009, + 0.030302461236715317, + 0.03898017108440399, + 0.03562300652265549, + 0.0512196309864521 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.006733465939760208 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023282017558813095 + ], + "opposite_logprob_tokens": [ + -3.773282051086426 + ], + "logprob_reward": -0.023282017558813095, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023282017558813095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24454814195632935, + 0.16267430782318115, + 0.08504792302846909, + 0.061691734939813614, + 0.04817136749625206, + 0.10553950071334839, + 0.06549760699272156, + 0.08135344833135605, + 0.048548758029937744, + 0.09692724794149399 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.023282017558813095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Through a static, low-angle close-up, the camera captures the peak of athletic prowess as a balding, undersized, adult East Asian male athlete executes a flawless hurdle jump. His body, a compact engine of muscle, defined by the intense glare of the overhead stadium lights, is clad in a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts that cling to his powerful frame. Sweat gleams on his scalp and wrinkled forehead, his face a mask of pure, unwavering concentration. Trapped in mid-air, suspended for a moment, his form is a study in dynamic precision; his front leg, stretched straight and high, foot bent, just clear of the hurdle's white top bar, while his back leg is tucked tightly beside his hip. His arms swing in perfect, synchronized counter-swings, maintaining balance as he advances. The vibrant Simpson red synthetic track stretches beneath him, its grainy texture and crisp white lane lines providing a stark, high-contrast backdrop against the softly blurred stadium stands. The entire scene is imbued with an atmosphere of intense focus and explosive energy, immortalizing pure, unadulterated athletic grace and power.", + "seed": 10952, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_12/index_6523_seed_10952_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.070982601121068, + "vlm_logprob": -0.070982601121068, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.070982601121068, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2529013156890869 + ], + "opposite_logprob_tokens": [ + -1.502901315689087 + ], + "logprob_reward": -0.2529013156890869, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2529013156890869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22026582062244415, + 0.12514936923980713, + 0.13724549114704132, + 0.029406167566776276, + 0.06518127024173737, + 0.02495437301695347, + 0.04608986899256706, + 0.027396826073527336, + 0.2848663330078125, + 0.03944447636604309 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.2529013156890869 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099367171525955 + ], + "opposite_logprob_tokens": [ + -3.2880992889404297 + ], + "logprob_reward": -0.038099367171525955, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099367171525955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22023972868919373, + 0.04081941768527031, + 0.08260690420866013, + 0.03368333354592323, + 0.024898281320929527, + 0.020948093384504318, + 0.035824306309223175, + 0.13617175817489624, + 0.38851767778396606, + 0.01629054918885231 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.038099367171525955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194561824202538 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.018194561824202538, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194561824202538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1452215611934662, + 0.04836899787187576, + 0.15441466867923737, + 0.02238425798714161, + 0.02425222285091877, + 0.04825139790773392, + 0.07299848645925522, + 0.20788653194904327, + 0.254102498292923, + 0.02211935818195343 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.018194561824202538 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625281810760498 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.007625281810760498, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625281810760498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11399389058351517, + 0.0588524304330349, + 0.04619897902011871, + 0.212640181183815, + 0.08726302534341812, + 0.0339864119887352, + 0.04468836262822151, + 0.05571834743022919, + 0.24611178040504456, + 0.10054656863212585 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.007625281810760498 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a balding, undersized, adult East Asian male athlete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete wearing a royal blue, sleeveless, moisture-wicking sweatshirt and matching shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the athlete captured in mid-air executing a hurdle jump with his front leg stretched straight and high over a white hurdle bar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vibrant Simpson red synthetic track with crisp white lane lines and softly blurred stadium stands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, low-angle close-up illuminated by intense overhead stadium lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380924791097641 + ], + "opposite_logprob_tokens": [ + -3.2880923748016357 + ], + "logprob_reward": -0.0380924791097641, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380924791097641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3459908068180084, + 0.054335206747055054, + 0.03128810226917267, + 0.11526768654584885, + 0.040146537125110626, + 0.03341209888458252, + 0.12500973045825958, + 0.10074301064014435, + 0.08373627811670303, + 0.0700705498456955 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.0380924791097641 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_13/index_tensor([6556, 6556])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_13/index_tensor([6556, 6556])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8ae04ed7a97207f7ef33cdbb477199594a01cca2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_13/index_tensor([6556, 6556])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "locked, static macro lens remains perfectly still, capturing a captivating succulent plant rendered in the detailed style of Pixar animation. The subject is the immaculate Echeveria, whose plump, spoon-shaped leaves are arranged in a perfect geometric rosette. These leaves have a waxy, smooth texture and display a stunning color gradient, shifting from a soft, dusty lavender at the tips to a warm, blush pink near the core. A soft, magical glow emanates from within the plant, causing the leaves to softly glow. The succulent sits in a simple, unadorned terracotta pot with a matte finish, resting on a soft-focus, warm wooden surface. In this gentle, magical time-lapse, the plant's central cluster of new growth unfolds; the tiny, almost translucent leaves at the center of the rosette steadily and gracefully separate, expanding outward in a quiet, rhythmic, and continuous motion. The entire scene is bathed in a soft, warm, diffuse light, creating subtle highlights and gentle shadows that emphasize the plant's form and focus all attention on its quiet, steady expansion, creating an atmosphere of tranquility, enchantment, and utter peace.", + "seed": 20226, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_13/index_6556_seed_20226_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2989535484462976, + "vlm_logprob": -0.2989535484462976, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.2989535484462976, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406738519668579 + ], + "opposite_logprob_tokens": [ + -0.2817385792732239 + ], + "logprob_reward": -1.406738519668579, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406738519668579, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.008457034826278687, + 0.01610948145389557, + 0.06308452039957047, + 0.027379125356674194, + 0.10152892023324966, + 0.03640465438365936, + 0.23455798625946045, + 0.34949010610580444, + 0.12539859116077423, + 0.03758951276540756 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -1.406738519668579 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801357984542847 + ], + "opposite_logprob_tokens": [ + -4.634801387786865 + ], + "logprob_reward": -0.009801357984542847, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801357984542847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012889564037322998, + 0.02665451355278492, + 0.08113677054643631, + 0.025141019374132156, + 0.1284818798303604, + 0.0450972318649292, + 0.2605103850364685, + 0.2977060079574585, + 0.08538869768381119, + 0.03699392080307007 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.009801357984542847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370305523276329 + ], + "opposite_logprob_tokens": [ + -3.408703088760376 + ], + "logprob_reward": -0.03370305523276329, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370305523276329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024633824825286865, + 0.027638060972094536, + 0.04166362062096596, + 0.03788645192980766, + 0.05509382486343384, + 0.07280327379703522, + 0.3470202684402466, + 0.2858447730541229, + 0.07078900933265686, + 0.0366269089281559 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.03370305523276329 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634967863559723 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634967863559723, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634967863559723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017087383195757866, + 0.016006452962756157, + 0.010113726370036602, + 0.02421041578054428, + 0.08507190644741058, + 0.09115538001060486, + 0.3526988923549652, + 0.25383812189102173, + 0.1201704889535904, + 0.029647253453731537 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.02634967863559723 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817513071000576 + ], + "opposite_logprob_tokens": [ + -4.01817512512207 + ], + "logprob_reward": -0.01817513071000576, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817513071000576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09362854808568954, + 0.05815659463405609, + 0.11115575581789017, + 0.019129185006022453, + 0.10078197717666626, + 0.0438232421875, + 0.04978678375482559, + 0.4651351869106293, + 0.03834940493106842, + 0.020053286105394363 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.01817513071000576 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "locked, static macro lens remains perfectly still, capturing a captivating succulent plant rendered in the detailed style of Pixar animation. The subject is the immaculate Echeveria, whose plump, spoon-shaped leaves are arranged in a perfect geometric rosette. These leaves have a waxy, smooth texture and display a stunning color gradient, shifting from a soft, dusty lavender at the tips to a warm, blush pink near the core. A soft, magical glow emanates from within the plant, causing the leaves to softly glow. The succulent sits in a simple, unadorned terracotta pot with a matte finish, resting on a soft-focus, warm wooden surface. In this gentle, magical time-lapse, the plant's central cluster of new growth unfolds; the tiny, almost translucent leaves at the center of the rosette steadily and gracefully separate, expanding outward in a quiet, rhythmic, and continuous motion. The entire scene is bathed in a soft, warm, diffuse light, creating subtle highlights and gentle shadows that emphasize the plant's form and focus all attention on its quiet, steady expansion, creating an atmosphere of tranquility, enchantment, and utter peace.", + "seed": 20227, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_13/index_6556_seed_20227_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20070455940440296, + "vlm_logprob": -0.20070455940440296, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.20070455940440296, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8990330696105957 + ], + "opposite_logprob_tokens": [ + -0.5240330696105957 + ], + "logprob_reward": -0.8990330696105957, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8990330696105957, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14867959916591644, + 0.04278329014778137, + 0.03242268040776253, + 0.028806814923882484, + 0.14723962545394897, + 0.16427303850650787, + 0.08932966738939285, + 0.15643462538719177, + 0.05495176464319229, + 0.13507898151874542 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.8990330696105957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654940873384476 + ], + "opposite_logprob_tokens": [ + -4.758655071258545 + ], + "logprob_reward": -0.008654940873384476, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654940873384476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11450725048780441, + 0.11344637721776962, + 0.04708133265376091, + 0.08483237028121948, + 0.0727006122469902, + 0.1053987368941307, + 0.2433696985244751, + 0.05791090428829193, + 0.07954031229019165, + 0.0812123715877533 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.008654940873384476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818554848432541 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.01818554848432541, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818554848432541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.150761216878891, + 0.1863919496536255, + 0.10180849581956863, + 0.06044003367424011, + 0.05313650146126747, + 0.10365799814462662, + 0.10435865819454193, + 0.090845488011837, + 0.0780581682920456, + 0.07054150104522705 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.01818554848432541 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002715021371841 + ], + "opposite_logprob_tokens": [ + -2.6950271129608154 + ], + "logprob_reward": -0.07002715021371841, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002715021371841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13205401599407196, + 0.11954327672719955, + 0.028444940224289894, + 0.037878576666116714, + 0.06416545808315277, + 0.09692611545324326, + 0.13346922397613525, + 0.1721172332763672, + 0.1615307778120041, + 0.053870394825935364 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.07002715021371841 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622087839990854 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622087839990854, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622087839990854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12402012199163437, + 0.15108636021614075, + 0.07908859848976135, + 0.0598413459956646, + 0.16269643604755402, + 0.0931650698184967, + 0.12458024173974991, + 0.10670056939125061, + 0.04267523065209389, + 0.05614602938294411 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.007622087839990854 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "locked, static macro lens remains perfectly still, capturing a captivating succulent plant rendered in the detailed style of Pixar animation. The subject is the immaculate Echeveria, whose plump, spoon-shaped leaves are arranged in a perfect geometric rosette. These leaves have a waxy, smooth texture and display a stunning color gradient, shifting from a soft, dusty lavender at the tips to a warm, blush pink near the core. A soft, magical glow emanates from within the plant, causing the leaves to softly glow. The succulent sits in a simple, unadorned terracotta pot with a matte finish, resting on a soft-focus, warm wooden surface. In this gentle, magical time-lapse, the plant's central cluster of new growth unfolds; the tiny, almost translucent leaves at the center of the rosette steadily and gracefully separate, expanding outward in a quiet, rhythmic, and continuous motion. The entire scene is bathed in a soft, warm, diffuse light, creating subtle highlights and gentle shadows that emphasize the plant's form and focus all attention on its quiet, steady expansion, creating an atmosphere of tranquility, enchantment, and utter peace.", + "seed": 20228, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_13/index_6556_seed_20228_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1803375927731395, + "vlm_logprob": -0.1803375927731395, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.1803375927731395, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6942874789237976 + ], + "opposite_logprob_tokens": [ + -0.6942874789237976 + ], + "logprob_reward": -0.6942874789237976, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6942874789237976, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05737118795514107, + 0.03508302941918373, + 0.023086117580533028, + 0.037444133311510086, + 0.06234198436141014, + 0.6498932838439941, + 0.026343373581767082, + 0.009294407442212105, + 0.024055924266576767, + 0.0750865638256073 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.6942874789237976 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076382951810956 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.0076382951810956, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076382951810956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11439239978790283, + 0.08969686925411224, + 0.07947690039873123, + 0.024916965514421463, + 0.0895637571811676, + 0.2806588411331177, + 0.0888659656047821, + 0.11189556121826172, + 0.035187266767024994, + 0.08534553647041321 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0076382951810956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370167315006256 + ], + "opposite_logprob_tokens": [ + -3.4087016582489014 + ], + "logprob_reward": -0.03370167315006256, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370167315006256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14481988549232483, + 0.08917529881000519, + 0.0383823961019516, + 0.032719772309064865, + 0.02612689882516861, + 0.49827659130096436, + 0.031132450327277184, + 0.07759524136781693, + 0.028390148654580116, + 0.03338140249252319 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.03370167315006256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295411840081215 + ], + "opposite_logprob_tokens": [ + -3.7732954025268555 + ], + "logprob_reward": -0.023295411840081215, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295411840081215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03375520184636116, + 0.05115784704685211, + 0.02881638891994953, + 0.023061927407979965, + 0.06040704995393753, + 0.6092350482940674, + 0.04965709149837494, + 0.08032385259866714, + 0.030182337388396263, + 0.033403292298316956 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.023295411840081215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427651047706604 + ], + "opposite_logprob_tokens": [ + -2.0177650451660156 + ], + "logprob_reward": -0.1427651047706604, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427651047706604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07394107431173325, + 0.08327718824148178, + 0.055374983698129654, + 0.02612142078578472, + 0.08023831248283386, + 0.261860191822052, + 0.09597839415073395, + 0.09443154186010361, + 0.07051611691713333, + 0.15826080739498138 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.1427651047706604 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "locked, static macro lens remains perfectly still, capturing a captivating succulent plant rendered in the detailed style of Pixar animation. The subject is the immaculate Echeveria, whose plump, spoon-shaped leaves are arranged in a perfect geometric rosette. These leaves have a waxy, smooth texture and display a stunning color gradient, shifting from a soft, dusty lavender at the tips to a warm, blush pink near the core. A soft, magical glow emanates from within the plant, causing the leaves to softly glow. The succulent sits in a simple, unadorned terracotta pot with a matte finish, resting on a soft-focus, warm wooden surface. In this gentle, magical time-lapse, the plant's central cluster of new growth unfolds; the tiny, almost translucent leaves at the center of the rosette steadily and gracefully separate, expanding outward in a quiet, rhythmic, and continuous motion. The entire scene is bathed in a soft, warm, diffuse light, creating subtle highlights and gentle shadows that emphasize the plant's form and focus all attention on its quiet, steady expansion, creating an atmosphere of tranquility, enchantment, and utter peace.", + "seed": 20229, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_13/index_6556_seed_20229_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17665328965522348, + "vlm_logprob": -0.17665328965522348, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.17665328965522348, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6335486769676208 + ], + "opposite_logprob_tokens": [ + -0.7585486769676208 + ], + "logprob_reward": -0.6335486769676208, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6335486769676208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2966555058956146, + 0.10019572824239731, + 0.0473131462931633, + 0.061101283878088, + 0.08827128261327744, + 0.06874030828475952, + 0.07147489488124847, + 0.08670474588871002, + 0.031229937449097633, + 0.14831317961215973 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.6335486769676208 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002823059679940343 + ], + "opposite_logprob_tokens": [ + -5.8778228759765625 + ], + "logprob_reward": -0.002823059679940343, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002823059679940343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1710655838251114, + 0.09434005618095398, + 0.07401498407125473, + 0.07336476445198059, + 0.08061108738183975, + 0.07749009132385254, + 0.09640486538410187, + 0.07283098995685577, + 0.10033296048641205, + 0.15954464673995972 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.002823059679940343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064027324318886 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.016064027324318886, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064027324318886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12971524894237518, + 0.14601968228816986, + 0.08176366984844208, + 0.11832963675260544, + 0.1284220963716507, + 0.09349998086690903, + 0.09195931255817413, + 0.11368371546268463, + 0.03302084654569626, + 0.06358575820922852 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.016064027324318886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558483481407166 + ], + "opposite_logprob_tokens": [ + -1.600584864616394 + ], + "logprob_reward": -0.22558483481407166, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558483481407166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20552140474319458, + 0.053482044488191605, + 0.05641401931643486, + 0.060249414294958115, + 0.07961411774158478, + 0.08703509718179703, + 0.11543715000152588, + 0.11974238604307175, + 0.1065506860613823, + 0.11595364660024643 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.22558483481407166 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera completely static and locked in a macro lens view without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an Echeveria succulent with plump, spoon-shaped leaves arranged in a geometric rosette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves display a color gradient shifting from soft dusty lavender at the tips to warm blush pink near the core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the central cluster of new growth unfold with tiny translucent leaves separating and expanding outward in a time-lapse motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the succulent sitting in a simple unadorned terracotta pot with a matte finish on a soft-focus warm wooden surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052458494901657104 + ], + "opposite_logprob_tokens": [ + -5.255245685577393 + ], + "logprob_reward": -0.0052458494901657104, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052458494901657104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06647563725709915, + 0.06056857109069824, + 0.028493613004684448, + 0.05090932920575142, + 0.0634547770023346, + 0.13489781320095062, + 0.14192919433116913, + 0.15525735914707184, + 0.18668878078460693, + 0.11132490634918213 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.0052458494901657104 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_14/index_tensor([5431, 5431])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_14/index_tensor([5431, 5431])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5c687bfc2d62f7bc16ba2baf60b844ac6c574e13 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_14/index_tensor([5431, 5431])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins in a medium close-up, then shifts to a wide, distant vista. The frame initially focuses on a young woman standing on a grassy, breeze-swept hill, bathed in the warm, golden glow of the evening sun, casting a long, soft shadow. She has long, dark brown hair, strands of which are blown across her delicate face by the wind. She wears a simple, elegant white cotton dress. A light, translucent, and subtly shimmering scarf, held in her hand, slips delicately from her grasp as her slender, white fingers unwrap it. Just as the scarf is about to touch the ground, a stronger gust of wind suddenly picks it up. The camera smoothly tilts upward and slowly zooms out, perfectly capturing the scarf, lifted by the wind, gracefully swirling, unfurling, and dancing in the air. Like a vibrant red ribbon, it rises higher and higher against a vast, pale blue sky, dotted with wisps of wispy clouds tinged pink by the setting sun. The girl looks up, her face revealing a complex expression of surprise and a hint of melancholy, while the red scarf becomes smaller and smaller in her field of vision, eventually turning into a tiny red dot that gradually disappears. The whole picture, in the warm light and shadow, creates a poignant and peaceful atmosphere about the passing of time and gentle melancholy.", + "seed": 8277, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_14/index_5431_seed_8277_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05080794307868928, + "vlm_logprob": -0.05080794307868928, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.05080794307868928, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08049754053354263 + ], + "opposite_logprob_tokens": [ + -2.5804975032806396 + ], + "logprob_reward": -0.08049754053354263, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08049754053354263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20871035754680634, + 0.08516671508550644, + 0.14060834050178528, + 0.05176927521824837, + 0.1304154247045517, + 0.09294649958610535, + 0.07256457209587097, + 0.06420345604419708, + 0.08912140876054764, + 0.06449399888515472 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.08049754053354263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965879186987877 + ], + "opposite_logprob_tokens": [ + -5.130965709686279 + ], + "logprob_reward": -0.005965879186987877, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965879186987877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16960468888282776, + 0.053337521851062775, + 0.08407434076070786, + 0.07850076258182526, + 0.06539448350667953, + 0.01788041740655899, + 0.14975330233573914, + 0.060611698776483536, + 0.07674535363912582, + 0.2440974861383438 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.005965879186987877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019415830029174685 + ], + "opposite_logprob_tokens": [ + -6.251941680908203 + ], + "logprob_reward": -0.0019415830029174685, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019415830029174685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1277274191379547, + 0.06121469661593437, + 0.05250057205557823, + 0.12328730523586273, + 0.15983398258686066, + 0.05738307535648346, + 0.08121492713689804, + 0.07730329781770706, + 0.06409376114606857, + 0.19544103741645813 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0019415830029174685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052503556944429874 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.0052503556944429874, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052503556944429874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05180201306939125, + 0.04308011010289192, + 0.025608282536268234, + 0.03965127840638161, + 0.03732510656118393, + 0.1193460151553154, + 0.21480995416641235, + 0.16310282051563263, + 0.062489982694387436, + 0.2427845299243927 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.0052503556944429874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038435697555542 + ], + "opposite_logprob_tokens": [ + -1.9103844165802002 + ], + "logprob_reward": -0.16038435697555542, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038435697555542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07688064873218536, + 0.040271591395139694, + 0.061612483114004135, + 0.07015012204647064, + 0.05212005227804184, + 0.05533575266599655, + 0.0896959975361824, + 0.0461411215364933, + 0.24489641189575195, + 0.2628959119319916 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.16038435697555542 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in a medium close-up, then shifts to a wide, distant vista. The frame initially focuses on a young woman standing on a grassy, breeze-swept hill, bathed in the warm, golden glow of the evening sun, casting a long, soft shadow. She has long, dark brown hair, strands of which are blown across her delicate face by the wind. She wears a simple, elegant white cotton dress. A light, translucent, and subtly shimmering scarf, held in her hand, slips delicately from her grasp as her slender, white fingers unwrap it. Just as the scarf is about to touch the ground, a stronger gust of wind suddenly picks it up. The camera smoothly tilts upward and slowly zooms out, perfectly capturing the scarf, lifted by the wind, gracefully swirling, unfurling, and dancing in the air. Like a vibrant red ribbon, it rises higher and higher against a vast, pale blue sky, dotted with wisps of wispy clouds tinged pink by the setting sun. The girl looks up, her face revealing a complex expression of surprise and a hint of melancholy, while the red scarf becomes smaller and smaller in her field of vision, eventually turning into a tiny red dot that gradually disappears. The whole picture, in the warm light and shadow, creates a poignant and peaceful atmosphere about the passing of time and gentle melancholy.", + "seed": 8278, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_14/index_5431_seed_8278_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016788647370412947, + "vlm_logprob": -0.016788647370412947, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.016788647370412947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017809594050049782 + ], + "opposite_logprob_tokens": [ + -4.1428093910217285 + ], + "logprob_reward": -0.017809594050049782, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017809594050049782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046192482113838196, + 0.025300169363617897, + 0.01746230199933052, + 0.065770223736763, + 0.1442270129919052, + 0.028254643082618713, + 0.32655543088912964, + 0.03387444466352463, + 0.11668773740530014, + 0.1956755369901657 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.017809594050049782 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025075203739106655 + ], + "opposite_logprob_tokens": [ + -6.00250768661499 + ], + "logprob_reward": -0.0025075203739106655, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025075203739106655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015150646679103374, + 0.019806526601314545, + 0.05704551190137863, + 0.13091662526130676, + 0.08340557664632797, + 0.023490197956562042, + 0.20301039516925812, + 0.034940220415592194, + 0.0647776797413826, + 0.3674566149711609 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.0025075203739106655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010443239007145166 + ], + "opposite_logprob_tokens": [ + -6.876044273376465 + ], + "logprob_reward": -0.0010443239007145166, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010443239007145166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03318626806139946, + 0.03444859758019447, + 0.041635915637016296, + 0.05864779278635979, + 0.13773317635059357, + 0.041851114481687546, + 0.22186331450939178, + 0.15766623616218567, + 0.10660172998905182, + 0.16636580228805542 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.0010443239007145166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626938167959452 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007626938167959452, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626938167959452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019539501518011093, + 0.01605209894478321, + 0.015979697927832603, + 0.05657035857439041, + 0.04173477366566658, + 0.02862531505525112, + 0.04830639436841011, + 0.025168612599372864, + 0.0424334816634655, + 0.705589771270752 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.007626938167959452 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495486035943031 + ], + "opposite_logprob_tokens": [ + -2.929954767227173 + ], + "logprob_reward": -0.05495486035943031, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495486035943031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037211574614048004, + 0.02482755109667778, + 0.02943454682826996, + 0.0668821781873703, + 0.2368520349264145, + 0.05666836351156235, + 0.29563868045806885, + 0.052269019186496735, + 0.045610565692186356, + 0.15460547804832458 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.05495486035943031 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in a medium close-up, then shifts to a wide, distant vista. The frame initially focuses on a young woman standing on a grassy, breeze-swept hill, bathed in the warm, golden glow of the evening sun, casting a long, soft shadow. She has long, dark brown hair, strands of which are blown across her delicate face by the wind. She wears a simple, elegant white cotton dress. A light, translucent, and subtly shimmering scarf, held in her hand, slips delicately from her grasp as her slender, white fingers unwrap it. Just as the scarf is about to touch the ground, a stronger gust of wind suddenly picks it up. The camera smoothly tilts upward and slowly zooms out, perfectly capturing the scarf, lifted by the wind, gracefully swirling, unfurling, and dancing in the air. Like a vibrant red ribbon, it rises higher and higher against a vast, pale blue sky, dotted with wisps of wispy clouds tinged pink by the setting sun. The girl looks up, her face revealing a complex expression of surprise and a hint of melancholy, while the red scarf becomes smaller and smaller in her field of vision, eventually turning into a tiny red dot that gradually disappears. The whole picture, in the warm light and shadow, creates a poignant and peaceful atmosphere about the passing of time and gentle melancholy.", + "seed": 8279, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_14/index_5431_seed_8279_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02017445405945182, + "vlm_logprob": -0.02017445405945182, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02017445405945182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021655414253473282 + ], + "opposite_logprob_tokens": [ + -3.896655321121216 + ], + "logprob_reward": -0.021655414253473282, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021655414253473282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10852433741092682, + 0.05103376880288124, + 0.11416272073984146, + 0.1401187628507614, + 0.04324938729405403, + 0.036302872002124786, + 0.0748734101653099, + 0.07255218178033829, + 0.050667282193899155, + 0.3085152208805084 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.021655414253473282 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004112122114747763 + ], + "opposite_logprob_tokens": [ + -5.504112243652344 + ], + "logprob_reward": -0.004112122114747763, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004112122114747763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1882556527853012, + 0.04530032351613045, + 0.04719608649611473, + 0.27146127820014954, + 0.01084127463400364, + 0.024050859734416008, + 0.015444287098944187, + 0.03289920091629028, + 0.02223185822367668, + 0.3423192501068115 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.004112122114747763 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953080952167511 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953080952167511, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953080952167511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15750527381896973, + 0.048474203795194626, + 0.05624069273471832, + 0.07337956875562668, + 0.011775357648730278, + 0.010644434951245785, + 0.015884719789028168, + 0.03728947415947914, + 0.02770507149398327, + 0.5611010789871216 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.005953080952167511 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193067327141762 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193067327141762, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193067327141762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3580074906349182, + 0.02830948308110237, + 0.01603475585579872, + 0.16892288625240326, + 0.016512269154191017, + 0.03235066309571266, + 0.03706682100892067, + 0.045788828283548355, + 0.10705666244029999, + 0.1899501234292984 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.014193067327141762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054958585649728775 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.054958585649728775, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054958585649728775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21083606779575348, + 0.03498444706201553, + 0.016556262969970703, + 0.014210821129381657, + 0.015325428918004036, + 0.030425090342760086, + 0.03463781625032425, + 0.12267246097326279, + 0.12712804973125458, + 0.39322352409362793 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.054958585649728775 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins in a medium close-up, then shifts to a wide, distant vista. The frame initially focuses on a young woman standing on a grassy, breeze-swept hill, bathed in the warm, golden glow of the evening sun, casting a long, soft shadow. She has long, dark brown hair, strands of which are blown across her delicate face by the wind. She wears a simple, elegant white cotton dress. A light, translucent, and subtly shimmering scarf, held in her hand, slips delicately from her grasp as her slender, white fingers unwrap it. Just as the scarf is about to touch the ground, a stronger gust of wind suddenly picks it up. The camera smoothly tilts upward and slowly zooms out, perfectly capturing the scarf, lifted by the wind, gracefully swirling, unfurling, and dancing in the air. Like a vibrant red ribbon, it rises higher and higher against a vast, pale blue sky, dotted with wisps of wispy clouds tinged pink by the setting sun. The girl looks up, her face revealing a complex expression of surprise and a hint of melancholy, while the red scarf becomes smaller and smaller in her field of vision, eventually turning into a tiny red dot that gradually disappears. The whole picture, in the warm light and shadow, creates a poignant and peaceful atmosphere about the passing of time and gentle melancholy.", + "seed": 8280, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_14/index_5431_seed_8280_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03960291692055762, + "vlm_logprob": -0.03960291692055762, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03960291692055762, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0645482987165451 + ], + "opposite_logprob_tokens": [ + -2.8145482540130615 + ], + "logprob_reward": -0.0645482987165451, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0645482987165451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20284464955329895, + 0.08189628273248672, + 0.0829303041100502, + 0.03333613649010658, + 0.05215511471033096, + 0.21048259735107422, + 0.04382426664233208, + 0.051333311945199966, + 0.05686024948954582, + 0.18433712422847748 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.0645482987165451 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041147335432469845 + ], + "opposite_logprob_tokens": [ + -5.504114627838135 + ], + "logprob_reward": -0.0041147335432469845, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041147335432469845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.145279198884964, + 0.11315669119358063, + 0.08679749071598053, + 0.04936410114169121, + 0.08065938204526901, + 0.348572701215744, + 0.02352135442197323, + 0.0643145740032196, + 0.043861474841833115, + 0.04447304457426071 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0041147335432469845 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022003266494721174 + ], + "opposite_logprob_tokens": [ + -6.127200126647949 + ], + "logprob_reward": -0.0022003266494721174, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022003266494721174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06902385503053665, + 0.05429783836007118, + 0.040083855390548706, + 0.019539400935173035, + 0.04800457879900932, + 0.6365430951118469, + 0.054645538330078125, + 0.018854862079024315, + 0.020214563235640526, + 0.038792483508586884 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.0022003266494721174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191304333508015 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191304333508015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191304333508015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05408356711268425, + 0.0539751797914505, + 0.051605064421892166, + 0.022891182452440262, + 0.05097572132945061, + 0.5792589783668518, + 0.070944644510746, + 0.04583064094185829, + 0.05382051691412926, + 0.01661452278494835 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.014191304333508015 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with long dark brown hair wearing a white cotton dress?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman holding a light translucent scarf that slips from her grasp and is lifted by the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scarf appear vibrant red and swirl in the air against a pale blue sky with pink-tinged clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt upward and slowly zoom out to capture the scarf rising?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the woman look up with an expression of surprise and a hint of melancholy as the scarf disappears?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295992136001587 + ], + "opposite_logprob_tokens": [ + -2.237959861755371 + ], + "logprob_reward": -0.11295992136001587, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295992136001587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05591568350791931, + 0.09618443995714188, + 0.055249616503715515, + 0.03892504796385765, + 0.10259141772985458, + 0.24691562354564667, + 0.07829926908016205, + 0.0662730410695076, + 0.06659810245037079, + 0.1930476725101471 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.11295992136001587 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_15/index_tensor([9714, 9714])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_15/index_tensor([9714, 9714])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b21fad6ec11398f8812c581eb37c78144db303c7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_15/index_tensor([9714, 9714])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "supremely luxurious close-up, captured in an uninterrupted, extremely slow horizontal tracking shot, smoothly sweeps from left to right across a custom-made M4A1 rifle. The rifle rests silently on a deep, light-absorbing black velvet display stand, its background completely blurred, creating a sense of luxury suspended in space. The camera begins at the end of the stock, where soft, diffused studio light from a single direction highlights the sturdy contours of the tactical stock and the delicate texture of its composite material. As the camera steadily and deliberately pans to the right, light flows across the cool, matte gunmetal-gray metal receiver, revealing the intricately carved rose relief pattern. These reliefs are not simple etchings, but three-dimensional flowers and vines, seemingly growing from the metal. Each delicate petal and thorny stem is meticulously polished, contrasting sharply with the rough, matte texture of the main body of the rifle, reflecting the light with a fluid, mercury-like luster. The camera continued to slide, capturing the precise mechanical structure of the magazine well and trigger guard, and finally slowly stopped on the handguard and muzzle brake covered with a Picatinny rail. The entire process was without a trace of shaking, perfectly blending the weapon's lethal functionality with its unparalleled artistic beauty, presenting a breathtaking atmosphere of tranquility and luxury unique to top luxury goods advertisements.", + "seed": 13251, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_15/index_9714_seed_13251_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10071787107735872, + "vlm_logprob": -0.10071787107735872, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.10071787107735872, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03012942709028721 + ], + "opposite_logprob_tokens": [ + -3.5301294326782227 + ], + "logprob_reward": -0.03012942709028721, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03012942709028721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09002910554409027, + 0.038386426866054535, + 0.5412933826446533, + 0.03419915959239006, + 0.05930060148239136, + 0.02146209590137005, + 0.01952451840043068, + 0.011324802413582802, + 0.05948425456881523, + 0.1249956265091896 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.03012942709028721 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003074124455452 + ], + "opposite_logprob_tokens": [ + -2.3503074645996094 + ], + "logprob_reward": -0.1003074124455452, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003074124455452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13198506832122803, + 0.08866845071315765, + 0.3314971327781677, + 0.06436268985271454, + 0.031132232397794724, + 0.04675554856657982, + 0.05834075063467026, + 0.16687600314617157, + 0.03788593038916588, + 0.04249619320034981 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.1003074124455452 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107992883771658 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.01107992883771658, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107992883771658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.233425572514534, + 0.13816052675247192, + 0.15059876441955566, + 0.06143355369567871, + 0.03017553687095642, + 0.03953789174556732, + 0.07274041324853897, + 0.10195951908826828, + 0.13830184936523438, + 0.03366634249687195 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.01107992883771658 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863831400871277 + ], + "opposite_logprob_tokens": [ + -3.048638343811035 + ], + "logprob_reward": -0.04863831400871277, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863831400871277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26279252767562866, + 0.1253160685300827, + 0.11163263767957687, + 0.13831666111946106, + 0.057961564511060715, + 0.058655183762311935, + 0.019572410732507706, + 0.16402730345726013, + 0.027086207643151283, + 0.034639403223991394 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.04863831400871277 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343427300453186 + ], + "opposite_logprob_tokens": [ + -1.3134342432022095 + ], + "logprob_reward": -0.31343427300453186, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343427300453186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20203962922096252, + 0.0722515732049942, + 0.434302419424057, + 0.05169631540775299, + 0.025777528062462807, + 0.04083510488271713, + 0.03295769914984703, + 0.058652427047491074, + 0.028827520087361336, + 0.0526597835123539 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.31343427300453186 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "supremely luxurious close-up, captured in an uninterrupted, extremely slow horizontal tracking shot, smoothly sweeps from left to right across a custom-made M4A1 rifle. The rifle rests silently on a deep, light-absorbing black velvet display stand, its background completely blurred, creating a sense of luxury suspended in space. The camera begins at the end of the stock, where soft, diffused studio light from a single direction highlights the sturdy contours of the tactical stock and the delicate texture of its composite material. As the camera steadily and deliberately pans to the right, light flows across the cool, matte gunmetal-gray metal receiver, revealing the intricately carved rose relief pattern. These reliefs are not simple etchings, but three-dimensional flowers and vines, seemingly growing from the metal. Each delicate petal and thorny stem is meticulously polished, contrasting sharply with the rough, matte texture of the main body of the rifle, reflecting the light with a fluid, mercury-like luster. The camera continued to slide, capturing the precise mechanical structure of the magazine well and trigger guard, and finally slowly stopped on the handguard and muzzle brake covered with a Picatinny rail. The entire process was without a trace of shaking, perfectly blending the weapon's lethal functionality with its unparalleled artistic beauty, presenting a breathtaking atmosphere of tranquility and luxury unique to top luxury goods advertisements.", + "seed": 13252, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_15/index_9714_seed_13252_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.26545372102409603, + "vlm_logprob": -0.26545372102409603, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.26545372102409603, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07065404951572418 + ], + "opposite_logprob_tokens": [ + -2.6956541538238525 + ], + "logprob_reward": -0.07065404951572418, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07065404951572418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1310025006532669, + 0.039161477237939835, + 0.057550955563783646, + 0.031095365062355995, + 0.039678189903497696, + 0.0846097394824028, + 0.0549960620701313, + 0.15175585448741913, + 0.09587306529283524, + 0.3142768442630768 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.07065404951572418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899440079927444 + ], + "opposite_logprob_tokens": [ + -2.5789945125579834 + ], + "logprob_reward": -0.07899440079927444, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899440079927444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06009044498205185, + 0.06196632608771324, + 0.13415908813476562, + 0.07697806507349014, + 0.056383129209280014, + 0.053260043263435364, + 0.03410562872886658, + 0.07879678905010223, + 0.28019219636917114, + 0.16406825184822083 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.07899440079927444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369301602244377 + ], + "opposite_logprob_tokens": [ + -3.651369333267212 + ], + "logprob_reward": -0.026369301602244377, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369301602244377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11070509999990463, + 0.05274267867207527, + 0.06691767275333405, + 0.03049425221979618, + 0.0543389767408371, + 0.06630915403366089, + 0.05281548947095871, + 0.25523099303245544, + 0.06705564260482788, + 0.24339008331298828 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.026369301602244377 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192714355885983 + ], + "opposite_logprob_tokens": [ + -4.264192581176758 + ], + "logprob_reward": -0.014192714355885983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192714355885983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12906742095947266, + 0.060148827731609344, + 0.07140983641147614, + 0.05365796759724617, + 0.030830899253487587, + 0.07170482724905014, + 0.050231147557497025, + 0.09300383925437927, + 0.18004082143306732, + 0.2599044442176819 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.014192714355885983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137058138847351 + ], + "opposite_logprob_tokens": [ + -0.3870581090450287 + ], + "logprob_reward": -1.137058138847351, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137058138847351, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1569991111755371, + 0.05906032770872116, + 0.13746654987335205, + 0.06256961822509766, + 0.0903739333152771, + 0.06177132576704025, + 0.052503909915685654, + 0.10420987755060196, + 0.1514890044927597, + 0.12355634570121765 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -1.137058138847351 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "supremely luxurious close-up, captured in an uninterrupted, extremely slow horizontal tracking shot, smoothly sweeps from left to right across a custom-made M4A1 rifle. The rifle rests silently on a deep, light-absorbing black velvet display stand, its background completely blurred, creating a sense of luxury suspended in space. The camera begins at the end of the stock, where soft, diffused studio light from a single direction highlights the sturdy contours of the tactical stock and the delicate texture of its composite material. As the camera steadily and deliberately pans to the right, light flows across the cool, matte gunmetal-gray metal receiver, revealing the intricately carved rose relief pattern. These reliefs are not simple etchings, but three-dimensional flowers and vines, seemingly growing from the metal. Each delicate petal and thorny stem is meticulously polished, contrasting sharply with the rough, matte texture of the main body of the rifle, reflecting the light with a fluid, mercury-like luster. The camera continued to slide, capturing the precise mechanical structure of the magazine well and trigger guard, and finally slowly stopped on the handguard and muzzle brake covered with a Picatinny rail. The entire process was without a trace of shaking, perfectly blending the weapon's lethal functionality with its unparalleled artistic beauty, presenting a breathtaking atmosphere of tranquility and luxury unique to top luxury goods advertisements.", + "seed": 13253, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_15/index_9714_seed_13253_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17361359111964703, + "vlm_logprob": -0.17361359111964703, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.17361359111964703, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038483601063489914 + ], + "opposite_logprob_tokens": [ + -3.2884836196899414 + ], + "logprob_reward": -0.038483601063489914, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038483601063489914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28316962718963623, + 0.1430617868900299, + 0.0708891898393631, + 0.015640974044799805, + 0.08979588747024536, + 0.18709534406661987, + 0.031683485954999924, + 0.05509450286626816, + 0.047912098467350006, + 0.07565706223249435 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.038483601063489914 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898052036762238 + ], + "opposite_logprob_tokens": [ + -2.5789804458618164 + ], + "logprob_reward": -0.07898052036762238, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898052036762238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4420264661312103, + 0.10625829547643661, + 0.03154774755239487, + 0.015460185706615448, + 0.06311753392219543, + 0.02562786638736725, + 0.019115254282951355, + 0.056094273924827576, + 0.029870864003896713, + 0.21088150143623352 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07898052036762238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420082338154316 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.01420082338154316, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420082338154316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31067219376564026, + 0.11220300197601318, + 0.05799645930528641, + 0.014797866344451904, + 0.1065676212310791, + 0.055152539163827896, + 0.05410780385136604, + 0.09516158699989319, + 0.05701129138469696, + 0.13632960617542267 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01420082338154316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043051980435848236 + ], + "opposite_logprob_tokens": [ + -3.1680519580841064 + ], + "logprob_reward": -0.043051980435848236, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043051980435848236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2361510992050171, + 0.15264545381069183, + 0.03522081300616264, + 0.022070808336138725, + 0.08462247997522354, + 0.04374995827674866, + 0.03297755494713783, + 0.08732838183641434, + 0.13338418304920197, + 0.1718493402004242 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.043051980435848236 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933510303497314 + ], + "opposite_logprob_tokens": [ + -0.6933510303497314 + ], + "logprob_reward": -0.6933510303497314, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933510303497314, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.48118168115615845, + 0.10299380868673325, + 0.054808035492897034, + 0.03055104985833168, + 0.04914825037121773, + 0.06118542701005936, + 0.025141647085547447, + 0.03457698971033096, + 0.04970304295420647, + 0.11071004718542099 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.6933510303497314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "supremely luxurious close-up, captured in an uninterrupted, extremely slow horizontal tracking shot, smoothly sweeps from left to right across a custom-made M4A1 rifle. The rifle rests silently on a deep, light-absorbing black velvet display stand, its background completely blurred, creating a sense of luxury suspended in space. The camera begins at the end of the stock, where soft, diffused studio light from a single direction highlights the sturdy contours of the tactical stock and the delicate texture of its composite material. As the camera steadily and deliberately pans to the right, light flows across the cool, matte gunmetal-gray metal receiver, revealing the intricately carved rose relief pattern. These reliefs are not simple etchings, but three-dimensional flowers and vines, seemingly growing from the metal. Each delicate petal and thorny stem is meticulously polished, contrasting sharply with the rough, matte texture of the main body of the rifle, reflecting the light with a fluid, mercury-like luster. The camera continued to slide, capturing the precise mechanical structure of the magazine well and trigger guard, and finally slowly stopped on the handguard and muzzle brake covered with a Picatinny rail. The entire process was without a trace of shaking, perfectly blending the weapon's lethal functionality with its unparalleled artistic beauty, presenting a breathtaking atmosphere of tranquility and luxury unique to top luxury goods advertisements.", + "seed": 13254, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_15/index_9714_seed_13254_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15779788009822368, + "vlm_logprob": -0.15779788009822368, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.15779788009822368, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06259331107139587 + ], + "opposite_logprob_tokens": [ + -2.8125932216644287 + ], + "logprob_reward": -0.06259331107139587, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06259331107139587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08482837677001953, + 0.0501832440495491, + 0.03611191362142563, + 0.2174614667892456, + 0.07414767891168594, + 0.16861367225646973, + 0.11852792650461197, + 0.04854918271303177, + 0.040451064705848694, + 0.16112542152404785 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.06259331107139587 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904709666967392 + ], + "opposite_logprob_tokens": [ + -2.4640471935272217 + ], + "logprob_reward": -0.08904709666967392, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904709666967392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05472739785909653, + 0.03652925789356232, + 0.03050338849425316, + 0.23588119447231293, + 0.05199473723769188, + 0.2728373408317566, + 0.16259929537773132, + 0.04396720603108406, + 0.03858030214905739, + 0.07237990200519562 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.08904709666967392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550069019198418 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012550069019198418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550069019198418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07774573564529419, + 0.16623710095882416, + 0.06899572163820267, + 0.132053941488266, + 0.1607716679573059, + 0.10168738663196564, + 0.13817442953586578, + 0.07399211823940277, + 0.0355900339782238, + 0.044751789420843124 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.012550069019198418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486430823802948 + ], + "opposite_logprob_tokens": [ + -3.048643112182617 + ], + "logprob_reward": -0.0486430823802948, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486430823802948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07402881234884262, + 0.09991025924682617, + 0.025086097419261932, + 0.1169823706150055, + 0.07907615602016449, + 0.3256343901157379, + 0.12895995378494263, + 0.06389966607093811, + 0.03284774348139763, + 0.053574565798044205 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.0486430823802948 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a custom-made M4A1 rifle resting on a black velvet display stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a smooth, uninterrupted horizontal tracking shot moving from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle's metal receiver gunmetal-gray with three-dimensional rose relief patterns featuring polished petals and thorny stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the camera starting at the tactical stock and ending at the handguard and muzzle brake with a Picatinny rail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with soft, diffused studio lighting coming from a single direction?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761558413505554 + ], + "opposite_logprob_tokens": [ + -0.8261558413505554 + ], + "logprob_reward": -0.5761558413505554, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761558413505554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07755466550588608, + 0.03519846498966217, + 0.030693059787154198, + 0.06664913147687912, + 0.333962082862854, + 0.044810231775045395, + 0.11900860071182251, + 0.16911308467388153, + 0.057522885501384735, + 0.06548788398504257 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.5761558413505554 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_2/index_tensor([7011, 7011])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_2/index_tensor([7011, 7011])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eb034395f0f154051683681be74076dd84d7119c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_2/index_tensor([7011, 7011])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, long shot captured from an extremely low angle, the composition exhibits a near-perfect, unsettling symmetry. On a pitch-black asphalt street, thoroughly drenched by fresh rain, two classic black sedans stand head-to-head, motionless. Each with its high-intensity high beams on, emitting a cold, almost white glow, these two sharp beams pierce the humid night sky, illuminating the still-falling fine raindrops like dancing dust motes. The slippery road, like a giant black mirror, perfectly reflects the two piercing beams and the silhouettes of the cars, creating a double glare effect that intensifies the image's visual impact. Silent buildings, blurred in the darkness, line the street. With no other light sources, these two opposing beams become the sole focal point of the world. The stark contrast between light and darkness, combined with the absolute stillness, creates a tense and suspenseful atmosphere of confrontation.", + "seed": 3388, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_2/index_7011_seed_3388_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04880020960699767, + "vlm_logprob": -0.04880020960699767, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.04880020960699767, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10147304087877274 + ], + "opposite_logprob_tokens": [ + -2.351473093032837 + ], + "logprob_reward": -0.10147304087877274, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10147304087877274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38496172428131104, + 0.09544752538204193, + 0.04826628416776657, + 0.07637862861156464, + 0.0640811175107956, + 0.09269306808710098, + 0.07338003069162369, + 0.07946073263883591, + 0.060964033007621765, + 0.024366823956370354 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.10147304087877274 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04871586710214615 + ], + "opposite_logprob_tokens": [ + -3.048715829849243 + ], + "logprob_reward": -0.04871586710214615, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04871586710214615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.575681209564209, + 0.0635882318019867, + 0.08456473797559738, + 0.02512390911579132, + 0.03676772117614746, + 0.08548476547002792, + 0.03292769566178322, + 0.03179395943880081, + 0.043663252145051956, + 0.02040453441441059 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.04871586710214615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029820075258612633 + ], + "opposite_logprob_tokens": [ + -3.529819965362549 + ], + "logprob_reward": -0.029820075258612633, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029820075258612633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2695721685886383, + 0.13005125522613525, + 0.058954592794179916, + 0.04860502481460571, + 0.052504170686006546, + 0.06777219474315643, + 0.10977399349212646, + 0.04177287593483925, + 0.17678265273571014, + 0.044211000204086304 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.029820075258612633 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001948483637534082 + ], + "opposite_logprob_tokens": [ + -6.251948356628418 + ], + "logprob_reward": -0.001948483637534082, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001948483637534082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49984824657440186, + 0.12471555918455124, + 0.05559781193733215, + 0.02027702145278454, + 0.032577186822891235, + 0.12645448744297028, + 0.03961891308426857, + 0.037148114293813705, + 0.01794968917965889, + 0.04581300541758537 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.001948483637534082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062043581157922745 + ], + "opposite_logprob_tokens": [ + -2.8120436668395996 + ], + "logprob_reward": -0.062043581157922745, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062043581157922745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14878708124160767, + 0.07905389368534088, + 0.034239593893289566, + 0.052198376506567, + 0.09853076934814453, + 0.49515900015830994, + 0.012202360667288303, + 0.006908422335982323, + 0.01726263388991356, + 0.055657897144556046 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.062043581157922745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot captured from an extremely low angle, the composition exhibits a near-perfect, unsettling symmetry. On a pitch-black asphalt street, thoroughly drenched by fresh rain, two classic black sedans stand head-to-head, motionless. Each with its high-intensity high beams on, emitting a cold, almost white glow, these two sharp beams pierce the humid night sky, illuminating the still-falling fine raindrops like dancing dust motes. The slippery road, like a giant black mirror, perfectly reflects the two piercing beams and the silhouettes of the cars, creating a double glare effect that intensifies the image's visual impact. Silent buildings, blurred in the darkness, line the street. With no other light sources, these two opposing beams become the sole focal point of the world. The stark contrast between light and darkness, combined with the absolute stillness, creates a tense and suspenseful atmosphere of confrontation.", + "seed": 3389, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_2/index_7011_seed_3389_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08932820111513137, + "vlm_logprob": -0.08932820111513137, + "vlm_yes_no_margin": 2.674999976158142, + "vlm_token_credit": -0.08932820111513137, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1436968892812729 + ], + "opposite_logprob_tokens": [ + -2.0186967849731445 + ], + "logprob_reward": -0.1436968892812729, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1436968892812729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16619166731834412, + 0.07466636598110199, + 0.08450181037187576, + 0.05158880352973938, + 0.07908643037080765, + 0.020295260474085808, + 0.09027361869812012, + 0.2389277070760727, + 0.025055550038814545, + 0.1694127917289734 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.1436968892812729 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282463490962982 + ], + "opposite_logprob_tokens": [ + -2.017824649810791 + ], + "logprob_reward": -0.14282463490962982, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282463490962982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19965340197086334, + 0.12609003484249115, + 0.06110711395740509, + 0.059737082570791245, + 0.05169622600078583, + 0.09158434718847275, + 0.10753696411848068, + 0.08674077689647675, + 0.10509985685348511, + 0.11075417697429657 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.14282463490962982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004949450492859 + ], + "opposite_logprob_tokens": [ + -2.695049524307251 + ], + "logprob_reward": -0.07004949450492859, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004949450492859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3040381371974945, + 0.10463301092386246, + 0.10383060574531555, + 0.0726877972483635, + 0.03688528388738632, + 0.016616476699709892, + 0.04995545744895935, + 0.12646684050559998, + 0.09633838385343552, + 0.08854798972606659 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.07004949450492859 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089242994785309 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.011089242994785309, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089242994785309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14799083769321442, + 0.06447865813970566, + 0.05685031786561012, + 0.027381708845496178, + 0.09687872231006622, + 0.03781244903802872, + 0.050114478915929794, + 0.26011011004447937, + 0.05737238749861717, + 0.2010103166103363 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.011089242994785309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898074388504028 + ], + "opposite_logprob_tokens": [ + -2.5789806842803955 + ], + "logprob_reward": -0.07898074388504028, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898074388504028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14302681386470795, + 0.04191228747367859, + 0.033056117594242096, + 0.054674915969371796, + 0.041521698236465454, + 0.02430930733680725, + 0.09847411513328552, + 0.3632696866989136, + 0.11250852048397064, + 0.08724650740623474 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.07898074388504028 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot captured from an extremely low angle, the composition exhibits a near-perfect, unsettling symmetry. On a pitch-black asphalt street, thoroughly drenched by fresh rain, two classic black sedans stand head-to-head, motionless. Each with its high-intensity high beams on, emitting a cold, almost white glow, these two sharp beams pierce the humid night sky, illuminating the still-falling fine raindrops like dancing dust motes. The slippery road, like a giant black mirror, perfectly reflects the two piercing beams and the silhouettes of the cars, creating a double glare effect that intensifies the image's visual impact. Silent buildings, blurred in the darkness, line the street. With no other light sources, these two opposing beams become the sole focal point of the world. The stark contrast between light and darkness, combined with the absolute stillness, creates a tense and suspenseful atmosphere of confrontation.", + "seed": 3390, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_2/index_7011_seed_3390_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06061137206852436, + "vlm_logprob": -0.06061137206852436, + "vlm_yes_no_margin": 3.3499999761581423, + "vlm_token_credit": -0.06061137206852436, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12892229855060577 + ], + "opposite_logprob_tokens": [ + -2.1289222240448 + ], + "logprob_reward": -0.12892229855060577, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12892229855060577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2039826363325119, + 0.07568356394767761, + 0.10687382519245148, + 0.062022868543863297, + 0.05528753250837326, + 0.08211065083742142, + 0.12215614318847656, + 0.04895785078406334, + 0.06096309423446655, + 0.18196187913417816 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.12892229855060577 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033943504095078 + ], + "opposite_logprob_tokens": [ + -2.350339412689209 + ], + "logprob_reward": -0.10033943504095078, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033943504095078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3449733853340149, + 0.08035331219434738, + 0.06461424380540848, + 0.22790582478046417, + 0.06705214083194733, + 0.021643927320837975, + 0.04722413048148155, + 0.045246321707963943, + 0.04322556033730507, + 0.05776117369532585 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.10033943504095078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204584993422031 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204584993422031, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204584993422031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22395890951156616, + 0.18371479213237762, + 0.06171194463968277, + 0.07323398441076279, + 0.04198852553963661, + 0.05536194145679474, + 0.07417858392000198, + 0.046145133674144745, + 0.05549479275941849, + 0.1842113733291626 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.014204584993422031 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645270295441151 + ], + "opposite_logprob_tokens": [ + -5.379645347595215 + ], + "logprob_reward": -0.004645270295441151, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645270295441151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17893217504024506, + 0.11473444104194641, + 0.06234005466103554, + 0.2088024765253067, + 0.07105664908885956, + 0.06384384632110596, + 0.05390813201665878, + 0.10947846621274948, + 0.08273991197347641, + 0.05416382849216461 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.004645270295441151 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494527146220207 + ], + "opposite_logprob_tokens": [ + -2.929945230484009 + ], + "logprob_reward": -0.05494527146220207, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494527146220207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2947387099266052, + 0.0940762385725975, + 0.04038506746292114, + 0.0429903082549572, + 0.08869237452745438, + 0.0735538974404335, + 0.03553737327456474, + 0.07400951534509659, + 0.0777309238910675, + 0.17828550934791565 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.05494527146220207 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, long shot captured from an extremely low angle, the composition exhibits a near-perfect, unsettling symmetry. On a pitch-black asphalt street, thoroughly drenched by fresh rain, two classic black sedans stand head-to-head, motionless. Each with its high-intensity high beams on, emitting a cold, almost white glow, these two sharp beams pierce the humid night sky, illuminating the still-falling fine raindrops like dancing dust motes. The slippery road, like a giant black mirror, perfectly reflects the two piercing beams and the silhouettes of the cars, creating a double glare effect that intensifies the image's visual impact. Silent buildings, blurred in the darkness, line the street. With no other light sources, these two opposing beams become the sole focal point of the world. The stark contrast between light and darkness, combined with the absolute stillness, creates a tense and suspenseful atmosphere of confrontation.", + "seed": 3391, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_2/index_7011_seed_3391_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06144100837409496, + "vlm_logprob": -0.06144100837409496, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.06144100837409496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10197073221206665 + ], + "opposite_logprob_tokens": [ + -2.351970672607422 + ], + "logprob_reward": -0.10197073221206665, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10197073221206665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6345279812812805, + 0.01393871009349823, + 0.019910024479031563, + 0.00995996780693531, + 0.007122920826077461, + 0.009988605976104736, + 0.13332076370716095, + 0.026109425351023674, + 0.05172624811530113, + 0.09339535236358643 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.10197073221206665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710422277450562 + ], + "opposite_logprob_tokens": [ + -2.1271042823791504 + ], + "logprob_reward": -0.12710422277450562, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710422277450562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6406607627868652, + 0.04734775796532631, + 0.020966680720448494, + 0.012392731383442879, + 0.004275147337466478, + 0.0064033460803329945, + 0.08700844645500183, + 0.06666558980941772, + 0.07043628394603729, + 0.043843355029821396 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.12710422277450562 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029815908521413803 + ], + "opposite_logprob_tokens": [ + -3.529815912246704 + ], + "logprob_reward": -0.029815908521413803, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029815908521413803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17393366992473602, + 0.03157004714012146, + 0.06434749811887741, + 0.013256711885333061, + 0.007486840710043907, + 0.006001076195389032, + 0.2846628427505493, + 0.044568680226802826, + 0.2938336730003357, + 0.08033900707960129 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.029815908521413803 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052617397159338 + ], + "opposite_logprob_tokens": [ + -5.2552618980407715 + ], + "logprob_reward": -0.0052617397159338, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052617397159338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3907419741153717, + 0.09164195507764816, + 0.015548724681138992, + 0.016425728797912598, + 0.009762587957084179, + 0.014715212397277355, + 0.286655068397522, + 0.11547746509313583, + 0.03516942262649536, + 0.02386188507080078 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0052617397159338 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two classic black sedans visible standing head-to-head on the street?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the street surface pitch-black asphalt thoroughly drenched by fresh rain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do both cars have their high-intensity high beams on, emitting a cold white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the road surface reflect the car beams and car silhouettes to create a mirror-like double glare effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot captured from an extremely low angle with a static position?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305243864655495 + ], + "opposite_logprob_tokens": [ + -3.1680524349212646 + ], + "logprob_reward": -0.04305243864655495, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305243864655495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5985011458396912, + 0.05054484307765961, + 0.0059795016422867775, + 0.00785099994391203, + 0.006669504102319479, + 0.002278226660564542, + 0.13011810183525085, + 0.05717751011252403, + 0.1153474897146225, + 0.025532741099596024 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.04305243864655495 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_3/index_tensor([7068, 7068])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_3/index_tensor([7068, 7068])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4baf7005939ddac250c6071d4a444dd66c20e24f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_3/index_tensor([7068, 7068])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "realistic, eye-level medium shot, held perfectly still, captures a blonde woman partially submerged in a swimming pool, emanating a profound sense of peace. Her long, honey-blond hair, wet and clinging to her bare shoulders, floats like silk in the crystal-clear water. Her eyes are gently closed, a subtle, serene smile playing on her lips, a picture of blissful relaxation. Submerged to her shoulders, her arms resting lightly on the surface, creating the faintest ripples. The brilliant midday sun bathes the landscape, causing countless tiny water droplets on her sun-soaked skin to sparkle like diamonds. The water is so transparent that beneath her, the small, iridescent blue and turquoise mosaic tiles lining the pool can be clearly seen, their colors shimmering and distorted by dancing, corroded patterns of light. The soft-focus composition of the clean, pale stone poolside deck in the background situates the scene in a luxurious, private setting. The cool blue of the water, the warm tones of her skin, and the sunlight dominate the composition, emanating a tranquil, almost meditative atmosphere.", + "seed": 29949, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_3/index_7068_seed_29949_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3146012708544731, + "vlm_logprob": -0.3146012708544731, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.3146012708544731, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034981030970811844 + ], + "opposite_logprob_tokens": [ + -3.5349810123443604 + ], + "logprob_reward": -0.034981030970811844, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.034981030970811844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45239681005477905, + 0.07679451256990433, + 0.045039303600788116, + 0.06426302343606949, + 0.05510801821947098, + 0.023206600919365883, + 0.061615560203790665, + 0.09888628870248795, + 0.0814511626958847, + 0.041238754987716675 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.034981030970811844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636604942381382 + ], + "opposite_logprob_tokens": [ + -3.6513659954071045 + ], + "logprob_reward": -0.02636604942381382, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636604942381382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6240108013153076, + 0.05581851303577423, + 0.08085315674543381, + 0.07922673970460892, + 0.029480386525392532, + 0.01340414397418499, + 0.027248650789260864, + 0.03463595360517502, + 0.024074062705039978, + 0.031247539445757866 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.02636604942381382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634456939995289 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.02634456939995289, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634456939995289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8147291541099548, + 0.03409450873732567, + 0.014596713706851006, + 0.009279024787247181, + 0.014552338980138302, + 0.01866743341088295, + 0.006304219365119934, + 0.016153773292899132, + 0.011902223341166973, + 0.05972067639231682 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02634456939995289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063141345977783 + ], + "opposite_logprob_tokens": [ + -0.2813141644001007 + ], + "logprob_reward": -1.4063141345977783, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063141345977783, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5679469108581543, + 0.06036436930298805, + 0.01873229257762432, + 0.060357045382261276, + 0.018779125064611435, + 0.04990626126527786, + 0.024601472541689873, + 0.03415439650416374, + 0.046443872153759, + 0.11871419101953506 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -1.4063141345977783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790005698800087 + ], + "opposite_logprob_tokens": [ + -2.579000473022461 + ], + "logprob_reward": -0.0790005698800087, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790005698800087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6488121151924133, + 0.022302642464637756, + 0.02453630045056343, + 0.027124008163809776, + 0.027160758152604103, + 0.04538290575146675, + 0.037196509540081024, + 0.0707387924194336, + 0.03209757059812546, + 0.06464840471744537 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0790005698800087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "realistic, eye-level medium shot, held perfectly still, captures a blonde woman partially submerged in a swimming pool, emanating a profound sense of peace. Her long, honey-blond hair, wet and clinging to her bare shoulders, floats like silk in the crystal-clear water. Her eyes are gently closed, a subtle, serene smile playing on her lips, a picture of blissful relaxation. Submerged to her shoulders, her arms resting lightly on the surface, creating the faintest ripples. The brilliant midday sun bathes the landscape, causing countless tiny water droplets on her sun-soaked skin to sparkle like diamonds. The water is so transparent that beneath her, the small, iridescent blue and turquoise mosaic tiles lining the pool can be clearly seen, their colors shimmering and distorted by dancing, corroded patterns of light. The soft-focus composition of the clean, pale stone poolside deck in the background situates the scene in a luxurious, private setting. The cool blue of the water, the warm tones of her skin, and the sunlight dominate the composition, emanating a tranquil, almost meditative atmosphere.", + "seed": 29950, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_3/index_7068_seed_29950_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2079597719013691, + "vlm_logprob": -0.2079597719013691, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.2079597719013691, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0373140312731266 + ], + "opposite_logprob_tokens": [ + -3.787313938140869 + ], + "logprob_reward": -0.0373140312731266, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0373140312731266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0701010450720787, + 0.01563178189098835, + 0.09360203146934509, + 0.47655656933784485, + 0.21761825680732727, + 0.023827895522117615, + 0.025319112464785576, + 0.022393643856048584, + 0.03348143398761749, + 0.021468188613653183 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.0373140312731266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094547808170319 + ], + "opposite_logprob_tokens": [ + -4.511094570159912 + ], + "logprob_reward": -0.011094547808170319, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094547808170319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23073290288448334, + 0.1173659935593605, + 0.09357503056526184, + 0.09099768102169037, + 0.1436362862586975, + 0.08129723370075226, + 0.07198680192232132, + 0.07974336296319962, + 0.06161971762776375, + 0.02904495783150196 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.011094547808170319 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809259459376335 + ], + "opposite_logprob_tokens": [ + -3.288092613220215 + ], + "logprob_reward": -0.03809259459376335, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809259459376335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11195467412471771, + 0.0692327469587326, + 0.09636740386486053, + 0.021411815658211708, + 0.2560228705406189, + 0.15856751799583435, + 0.09535526484251022, + 0.08469661325216293, + 0.07465845346450806, + 0.031732648611068726 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.03809259459376335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983508348464966 + ], + "opposite_logprob_tokens": [ + -0.5233508348464966 + ], + "logprob_reward": -0.8983508348464966, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983508348464966, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0756000503897667, + 0.13859404623508453, + 0.46081313490867615, + 0.11734317243099213, + 0.033385373651981354, + 0.016432764008641243, + 0.03999490663409233, + 0.03645143657922745, + 0.033886536955833435, + 0.04749858379364014 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.8983508348464966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494685098528862 + ], + "opposite_logprob_tokens": [ + -2.9299468994140625 + ], + "logprob_reward": -0.05494685098528862, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494685098528862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04545674845576286, + 0.03394480422139168, + 0.19630935788154602, + 0.2348451465368271, + 0.18755125999450684, + 0.05431918799877167, + 0.041787147521972656, + 0.11862969398498535, + 0.07207266986370087, + 0.0150839788839221 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.05494685098528862 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "realistic, eye-level medium shot, held perfectly still, captures a blonde woman partially submerged in a swimming pool, emanating a profound sense of peace. Her long, honey-blond hair, wet and clinging to her bare shoulders, floats like silk in the crystal-clear water. Her eyes are gently closed, a subtle, serene smile playing on her lips, a picture of blissful relaxation. Submerged to her shoulders, her arms resting lightly on the surface, creating the faintest ripples. The brilliant midday sun bathes the landscape, causing countless tiny water droplets on her sun-soaked skin to sparkle like diamonds. The water is so transparent that beneath her, the small, iridescent blue and turquoise mosaic tiles lining the pool can be clearly seen, their colors shimmering and distorted by dancing, corroded patterns of light. The soft-focus composition of the clean, pale stone poolside deck in the background situates the scene in a luxurious, private setting. The cool blue of the water, the warm tones of her skin, and the sunlight dominate the composition, emanating a tranquil, almost meditative atmosphere.", + "seed": 29951, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_3/index_7068_seed_29951_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.26486641764640806, + "vlm_logprob": -0.26486641764640806, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.26486641764640806, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024643393233418465 + ], + "opposite_logprob_tokens": [ + -4.149643421173096 + ], + "logprob_reward": -0.024643393233418465, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.024643393233418465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16980357468128204, + 0.2757764756679535, + 0.10414683818817139, + 0.07013094425201416, + 0.13678251206874847, + 0.07884399592876434, + 0.034368935972452164, + 0.046576306223869324, + 0.05123480036854744, + 0.032335616648197174 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.024643393233418465 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308105766773224 + ], + "opposite_logprob_tokens": [ + -3.773308038711548 + ], + "logprob_reward": -0.023308105766773224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308105766773224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39534103870391846, + 0.14541316032409668, + 0.1236749142408371, + 0.10174132138490677, + 0.03512011468410492, + 0.03321026638150215, + 0.04712574928998947, + 0.048240307718515396, + 0.04248001426458359, + 0.027653073891997337 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023308105766773224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346659287810326 + ], + "opposite_logprob_tokens": [ + -3.6513466835021973 + ], + "logprob_reward": -0.026346659287810326, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346659287810326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47935864329338074, + 0.031185558065772057, + 0.03823968023061752, + 0.11177176237106323, + 0.05246707797050476, + 0.08672375977039337, + 0.043848056346178055, + 0.09275560081005096, + 0.029465941712260246, + 0.034183915704488754 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.026346659287810326 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370800733566284 + ], + "opposite_logprob_tokens": [ + -0.38708004355430603 + ], + "logprob_reward": -1.1370800733566284, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370800733566284, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.25311100482940674, + 0.2919880747795105, + 0.05700288712978363, + 0.04167022928595543, + 0.026495371013879776, + 0.029388071969151497, + 0.06384751945734024, + 0.09316754341125488, + 0.10795719921588898, + 0.035372089594602585 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -1.1370800733566284 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295385658740997 + ], + "opposite_logprob_tokens": [ + -2.2379539012908936 + ], + "logprob_reward": -0.11295385658740997, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295385658740997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3599986135959625, + 0.06654614955186844, + 0.03546241298317909, + 0.10061749815940857, + 0.048648715019226074, + 0.04522956907749176, + 0.10236606746912003, + 0.19249361753463745, + 0.02224958874285221, + 0.0263877771794796 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.11295385658740997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "realistic, eye-level medium shot, held perfectly still, captures a blonde woman partially submerged in a swimming pool, emanating a profound sense of peace. Her long, honey-blond hair, wet and clinging to her bare shoulders, floats like silk in the crystal-clear water. Her eyes are gently closed, a subtle, serene smile playing on her lips, a picture of blissful relaxation. Submerged to her shoulders, her arms resting lightly on the surface, creating the faintest ripples. The brilliant midday sun bathes the landscape, causing countless tiny water droplets on her sun-soaked skin to sparkle like diamonds. The water is so transparent that beneath her, the small, iridescent blue and turquoise mosaic tiles lining the pool can be clearly seen, their colors shimmering and distorted by dancing, corroded patterns of light. The soft-focus composition of the clean, pale stone poolside deck in the background situates the scene in a luxurious, private setting. The cool blue of the water, the warm tones of her skin, and the sunlight dominate the composition, emanating a tranquil, almost meditative atmosphere.", + "seed": 29952, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_3/index_7068_seed_29952_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2858267825096846, + "vlm_logprob": -0.2858267825096846, + "vlm_yes_no_margin": 2.774999964237213, + "vlm_token_credit": -0.2858267825096846, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02648133784532547 + ], + "opposite_logprob_tokens": [ + -3.9014813899993896 + ], + "logprob_reward": -0.02648133784532547, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02648133784532547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07238733023405075, + 0.5714242458343506, + 0.0187752153724432, + 0.1658768206834793, + 0.017918484285473824, + 0.008514102548360825, + 0.04360188543796539, + 0.06615472584962845, + 0.02588604763150215, + 0.009461138397455215 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.02648133784532547 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202053382992744 + ], + "opposite_logprob_tokens": [ + -4.01820182800293 + ], + "logprob_reward": -0.018202053382992744, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018202053382992744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07567524164915085, + 0.391227662563324, + 0.022022603079676628, + 0.08253402262926102, + 0.02274283953011036, + 0.03247945010662079, + 0.04027996584773064, + 0.27556103467941284, + 0.022244757041335106, + 0.035232383757829666 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.018202053382992744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066256910562515 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066256910562515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066256910562515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039786044508218765, + 0.4652690589427948, + 0.00840928964316845, + 0.11515844613313675, + 0.027684688568115234, + 0.02599867805838585, + 0.03964760899543762, + 0.24439510703086853, + 0.013375632464885712, + 0.020275449380278587 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.016066256910562515 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134260177612305 + ], + "opposite_logprob_tokens": [ + -0.31342607736587524 + ], + "logprob_reward": -1.3134260177612305, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.3134260177612305, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03321310132741928, + 0.3874557316303253, + 0.009697921574115753, + 0.2614322304725647, + 0.035895951092243195, + 0.03786781430244446, + 0.033309221267700195, + 0.1475459784269333, + 0.03308555856347084, + 0.020496439188718796 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -1.3134260177612305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an eye-level medium shot of a blonde woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman partially submerged in a swimming pool up to her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are iridescent blue and turquoise mosaic tiles visible beneath the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera held perfectly still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a clean, pale stone poolside deck?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054958246648311615 + ], + "opposite_logprob_tokens": [ + -2.9299583435058594 + ], + "logprob_reward": -0.054958246648311615, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054958246648311615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05147232487797737, + 0.2708527147769928, + 0.01070975512266159, + 0.2511819303035736, + 0.012763035483658314, + 0.046709880232810974, + 0.04622974991798401, + 0.24935221672058105, + 0.019047511741518974, + 0.041680946946144104 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.054958246648311615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_4/index_tensor([8875, 8875])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_4/index_tensor([8875, 8875])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a183f229a24bde27f67fe52737ae91c85df27288 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_4/index_tensor([8875, 8875])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up captures the tranquil world of a solitary Ranchu goldfish, suspended in a glass aquarium with algae growth. This goldfish, with its distinctive egg-shaped body and lack of a dorsal fin, displays a vibrant pattern of deep orange and pearlescent white patches on its shimmering scales. Its prominent, bumpy head growth, or wen, partially obscures its dark, calm eyes, giving it a contemplative expression. The fish hovers almost motionless, its delicate pectoral fins making tiny, steady adjustments while its twin tail fins occasionally swish slowly, listlessly, propelling it aimlessly through the murky water. The tank's glass walls are coated in a soft green film, and long, ethereal strands of hair algae drift from the dark driftwood in the background. A faint light source from above penetrates the turquoise water, casting a hazy crepuscular glow that illuminates specks of floating debris and captures the metallic sheen of the goldfish's scales. The main color palette is a soft green and brown spectrum, which makes for a striking contrast to the bright colors of the goldfish, creating a strong atmosphere of tranquility and a profound sense of solitude.", + "seed": 22232, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_4/index_8875_seed_22232_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03762518018484116, + "vlm_logprob": -0.03762518018484116, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03762518018484116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024013621732592583 + ], + "opposite_logprob_tokens": [ + -3.7740135192871094 + ], + "logprob_reward": -0.024013621732592583, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024013621732592583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1944035440683365, + 0.06819716840982437, + 0.05903571844100952, + 0.32231390476226807, + 0.09604440629482269, + 0.07312797755002975, + 0.056216899305582047, + 0.025267813354730606, + 0.052363988012075424, + 0.05302856117486954 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.024013621732592583 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961731541901827 + ], + "opposite_logprob_tokens": [ + -5.130961894989014 + ], + "logprob_reward": -0.005961731541901827, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961731541901827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12027723342180252, + 0.05497182533144951, + 0.0469684861600399, + 0.38875868916511536, + 0.23503543436527252, + 0.02880338579416275, + 0.037453535944223404, + 0.021018121391534805, + 0.03413502499461174, + 0.03257826715707779 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.005961731541901827 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738083902746439 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738083902746439, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738083902746439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11414648592472076, + 0.07642053812742233, + 0.07677984237670898, + 0.2675674855709076, + 0.2680129408836365, + 0.01988789811730385, + 0.07594357430934906, + 0.02006077952682972, + 0.048639263957738876, + 0.032541170716285706 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.006738083902746439 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635676465928555 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635676465928555, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635676465928555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26275384426116943, + 0.07649631053209305, + 0.14510759711265564, + 0.22302331030368805, + 0.06312236189842224, + 0.037063002586364746, + 0.05686565116047859, + 0.024459319189190865, + 0.025421565398573875, + 0.08568708598613739 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.008635676465928555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277678728103638 + ], + "opposite_logprob_tokens": [ + -2.0177767276763916 + ], + "logprob_reward": -0.14277678728103638, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14277678728103638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05926048010587692, + 0.02365056239068508, + 0.022649889811873436, + 0.4688245952129364, + 0.1593608260154724, + 0.10713846981525421, + 0.07364412397146225, + 0.03776027634739876, + 0.030163642019033432, + 0.01754705421626568 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.14277678728103638 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures the tranquil world of a solitary Ranchu goldfish, suspended in a glass aquarium with algae growth. This goldfish, with its distinctive egg-shaped body and lack of a dorsal fin, displays a vibrant pattern of deep orange and pearlescent white patches on its shimmering scales. Its prominent, bumpy head growth, or wen, partially obscures its dark, calm eyes, giving it a contemplative expression. The fish hovers almost motionless, its delicate pectoral fins making tiny, steady adjustments while its twin tail fins occasionally swish slowly, listlessly, propelling it aimlessly through the murky water. The tank's glass walls are coated in a soft green film, and long, ethereal strands of hair algae drift from the dark driftwood in the background. A faint light source from above penetrates the turquoise water, casting a hazy crepuscular glow that illuminates specks of floating debris and captures the metallic sheen of the goldfish's scales. The main color palette is a soft green and brown spectrum, which makes for a striking contrast to the bright colors of the goldfish, creating a strong atmosphere of tranquility and a profound sense of solitude.", + "seed": 22233, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_4/index_8875_seed_22233_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.033004483208060265, + "vlm_logprob": -0.033004483208060265, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.033004483208060265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02131367102265358 + ], + "opposite_logprob_tokens": [ + -3.8963136672973633 + ], + "logprob_reward": -0.02131367102265358, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02131367102265358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23066584765911102, + 0.11512168496847153, + 0.06269985437393188, + 0.12424536049365997, + 0.16644279658794403, + 0.026369433850049973, + 0.08287297934293747, + 0.08615950495004654, + 0.07644983381032944, + 0.028972720727324486 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.02131367102265358 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653932526707649 + ], + "opposite_logprob_tokens": [ + -5.3796539306640625 + ], + "logprob_reward": -0.004653932526707649, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653932526707649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13208144903182983, + 0.07767405360937119, + 0.13721202313899994, + 0.13895387947559357, + 0.031996697187423706, + 0.0699254497885704, + 0.052462879568338394, + 0.05976560711860657, + 0.07271548360586166, + 0.22721245884895325 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.004653932526707649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818976178765297 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818976178765297, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818976178765297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2494448572397232, + 0.2612198293209076, + 0.06767656654119492, + 0.10846921801567078, + 0.027226069942116737, + 0.08351416885852814, + 0.033921826630830765, + 0.035077258944511414, + 0.06583353132009506, + 0.06761670112609863 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.01818976178765297 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581256598234177 + ], + "opposite_logprob_tokens": [ + -3.8955812454223633 + ], + "logprob_reward": -0.020581256598234177, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581256598234177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3028089106082916, + 0.1263599842786789, + 0.08443272113800049, + 0.10103336721658707, + 0.07657846063375473, + 0.0980822741985321, + 0.08337382972240448, + 0.05371619760990143, + 0.03939555585384369, + 0.034218672662973404 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.020581256598234177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028379410505295 + ], + "opposite_logprob_tokens": [ + -2.3502838611602783 + ], + "logprob_reward": -0.10028379410505295, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028379410505295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2804693579673767, + 0.09553913027048111, + 0.06391379237174988, + 0.07276926189661026, + 0.05485197901725769, + 0.06253920495510101, + 0.10785551369190216, + 0.10293853282928467, + 0.059039629995822906, + 0.1000836044549942 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.10028379410505295 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures the tranquil world of a solitary Ranchu goldfish, suspended in a glass aquarium with algae growth. This goldfish, with its distinctive egg-shaped body and lack of a dorsal fin, displays a vibrant pattern of deep orange and pearlescent white patches on its shimmering scales. Its prominent, bumpy head growth, or wen, partially obscures its dark, calm eyes, giving it a contemplative expression. The fish hovers almost motionless, its delicate pectoral fins making tiny, steady adjustments while its twin tail fins occasionally swish slowly, listlessly, propelling it aimlessly through the murky water. The tank's glass walls are coated in a soft green film, and long, ethereal strands of hair algae drift from the dark driftwood in the background. A faint light source from above penetrates the turquoise water, casting a hazy crepuscular glow that illuminates specks of floating debris and captures the metallic sheen of the goldfish's scales. The main color palette is a soft green and brown spectrum, which makes for a striking contrast to the bright colors of the goldfish, creating a strong atmosphere of tranquility and a profound sense of solitude.", + "seed": 22234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_4/index_8875_seed_22234_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.052373760286718606, + "vlm_logprob": -0.052373760286718606, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.052373760286718606, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02108258754014969 + ], + "opposite_logprob_tokens": [ + -3.896082639694214 + ], + "logprob_reward": -0.02108258754014969, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02108258754014969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25049516558647156, + 0.09160420298576355, + 0.03626354783773422, + 0.06860765069723129, + 0.06390935182571411, + 0.06273533403873444, + 0.14357247948646545, + 0.1629602462053299, + 0.06495542824268341, + 0.054896604269742966 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.02108258754014969 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651203285902739 + ], + "opposite_logprob_tokens": [ + -5.379651069641113 + ], + "logprob_reward": -0.004651203285902739, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651203285902739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38299572467803955, + 0.11690100282430649, + 0.0833655297756195, + 0.040581751614809036, + 0.03401181474328041, + 0.09914841502904892, + 0.06574313342571259, + 0.05044794827699661, + 0.07076581567525864, + 0.05603879690170288 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.004651203285902739 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950947757810354 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950947757810354, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950947757810354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2000841349363327, + 0.04887576028704643, + 0.08618839830160141, + 0.07434333115816116, + 0.1117243841290474, + 0.09325295686721802, + 0.1547972857952118, + 0.05439562723040581, + 0.08295035362243652, + 0.09338777512311935 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.005950947757810354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635184537619352 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635184537619352, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635184537619352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17353373765945435, + 0.07479576021432877, + 0.11179456859827042, + 0.12933622300624847, + 0.0669705867767334, + 0.12797828018665314, + 0.09812384843826294, + 0.04435228928923607, + 0.05600902438163757, + 0.11710565537214279 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.004635184537619352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255488783121109 + ], + "opposite_logprob_tokens": [ + -1.6005488634109497 + ], + "logprob_reward": -0.2255488783121109, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255488783121109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19781269133090973, + 0.07325345277786255, + 0.058029696345329285, + 0.08208103477954865, + 0.05949468910694122, + 0.050783298909664154, + 0.1234252080321312, + 0.15434955060482025, + 0.09318258613348007, + 0.10758780688047409 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.2255488783121109 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures the tranquil world of a solitary Ranchu goldfish, suspended in a glass aquarium with algae growth. This goldfish, with its distinctive egg-shaped body and lack of a dorsal fin, displays a vibrant pattern of deep orange and pearlescent white patches on its shimmering scales. Its prominent, bumpy head growth, or wen, partially obscures its dark, calm eyes, giving it a contemplative expression. The fish hovers almost motionless, its delicate pectoral fins making tiny, steady adjustments while its twin tail fins occasionally swish slowly, listlessly, propelling it aimlessly through the murky water. The tank's glass walls are coated in a soft green film, and long, ethereal strands of hair algae drift from the dark driftwood in the background. A faint light source from above penetrates the turquoise water, casting a hazy crepuscular glow that illuminates specks of floating debris and captures the metallic sheen of the goldfish's scales. The main color palette is a soft green and brown spectrum, which makes for a striking contrast to the bright colors of the goldfish, creating a strong atmosphere of tranquility and a profound sense of solitude.", + "seed": 22235, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_4/index_8875_seed_22235_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05566799752414227, + "vlm_logprob": -0.05566799752414227, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.05566799752414227, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034273769706487656 + ], + "opposite_logprob_tokens": [ + -3.409273862838745 + ], + "logprob_reward": -0.034273769706487656, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034273769706487656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23880504071712494, + 0.12409766018390656, + 0.1219598799943924, + 0.06926266103982925, + 0.10632732510566711, + 0.13236889243125916, + 0.04274771735072136, + 0.05129804462194443, + 0.03358514606952667, + 0.07954765856266022 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.034273769706487656 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004650491289794445 + ], + "opposite_logprob_tokens": [ + -5.379650592803955 + ], + "logprob_reward": -0.004650491289794445, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004650491289794445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25619858503341675, + 0.11392216384410858, + 0.13485956192016602, + 0.1075240820646286, + 0.15754367411136627, + 0.044478435069322586, + 0.04715920239686966, + 0.036676593124866486, + 0.031130079180002213, + 0.07050760835409164 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.004650491289794445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978105328977108 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.00978105328977108, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978105328977108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09830380231142044, + 0.05814182385802269, + 0.09421808272600174, + 0.05503786355257034, + 0.2517783045768738, + 0.07673178613185883, + 0.11206112802028656, + 0.1470748782157898, + 0.05657830834388733, + 0.050074055790901184 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.00978105328977108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093126393854618 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093126393854618, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093126393854618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1840943694114685, + 0.053271349519491196, + 0.06666558235883713, + 0.0433599017560482, + 0.12487693876028061, + 0.1130203828215599, + 0.13371045887470245, + 0.1572883129119873, + 0.07913845777511597, + 0.04457427188754082 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.004093126393854618 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary Ranchu goldfish with an egg-shaped body and no dorsal fin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the goldfish display a vibrant pattern of deep orange and pearlescent white patches on its scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the goldfish's head covered by a prominent, bumpy growth (wen) that partially obscures its eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a glass aquarium containing dark driftwood, long strands of hair algae, and murky turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at eye-level in a static close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22554154694080353 + ], + "opposite_logprob_tokens": [ + -1.600541591644287 + ], + "logprob_reward": -0.22554154694080353, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22554154694080353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11180584877729416, + 0.04704979807138443, + 0.06603600084781647, + 0.09014159440994263, + 0.25845447182655334, + 0.18711133301258087, + 0.11287802457809448, + 0.049481283873319626, + 0.03626512736082077, + 0.040776461362838745 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.22554154694080353 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_5/index_tensor([9503, 9503])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_5/index_tensor([9503, 9503])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5bb4d9de456c3b28e156192fa917ae44602224d0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_5/index_tensor([9503, 9503])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot, shot from a slightly upward angle, captures a brilliant golden ginkgo leaf, slowly swirling and falling from the sky. Warm afternoon sunlight penetrates the sparse canopy, softly backlighting the leaf, making its thin, cicada-wing texture appear crystal clear, its signature scalloped edges shimmering with a dazzling halo. The camera pans forward with an incredibly smooth and steady pace, following the leaf's leisurely descent as it gracefully and deliberately spins through the air, as if performing a silent solo. As the camera zooms in, the image gradually shifts from a mid-ground depicting the falling leaf's movement to an extreme close-up, revealing the leaf's forked veins, like an intricate map. Each fine vein shimmers subtly in the light, its edges tinged with a caramel-brown hue. The scene is enveloped in a hazy, shallow depth of field, while the blurred autumn forest colors in the background contrast sharply with the subject, creating a tranquil, beautiful, and poetic atmosphere.", + "seed": 26259, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_5/index_9503_seed_26259_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.053712881682440636, + "vlm_logprob": -0.053712881682440636, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.053712881682440636, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013881448656320572 + ], + "opposite_logprob_tokens": [ + -4.388881683349609 + ], + "logprob_reward": -0.013881448656320572, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013881448656320572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28010720014572144, + 0.04442079737782478, + 0.02610035426914692, + 0.12124865502119064, + 0.06330600380897522, + 0.02476535364985466, + 0.02020137943327427, + 0.028880568221211433, + 0.04911654442548752, + 0.34185314178466797 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.013881448656320572 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557522356510162 + ], + "opposite_logprob_tokens": [ + -1.6005752086639404 + ], + "logprob_reward": -0.22557522356510162, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557522356510162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49506834149360657, + 0.038750097155570984, + 0.04500932991504669, + 0.12371441721916199, + 0.08901689201593399, + 0.08855714648962021, + 0.04741445556282997, + 0.013366191647946835, + 0.017803704366087914, + 0.041299447417259216 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.22557522356510162 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036208562087267637 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036208562087267637, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036208562087267637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5458430051803589, + 0.16192446649074554, + 0.03818770498037338, + 0.10907326638698578, + 0.04190102964639664, + 0.025949522852897644, + 0.007202230393886566, + 0.00883947778493166, + 0.019389230757951736, + 0.04168998822569847 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0036208562087267637 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292500525712967 + ], + "opposite_logprob_tokens": [ + -3.7732925415039062 + ], + "logprob_reward": -0.023292500525712967, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292500525712967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33698153495788574, + 0.03850569576025009, + 0.09287520498037338, + 0.06959525495767593, + 0.03759359195828438, + 0.03662889450788498, + 0.05698849633336067, + 0.07424883544445038, + 0.10740795731544495, + 0.1491745412349701 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.023292500525712967 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021943794563412666 + ], + "opposite_logprob_tokens": [ + -6.127194404602051 + ], + "logprob_reward": -0.0021943794563412666, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021943794563412666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.626436710357666, + 0.04158473014831543, + 0.04268837720155716, + 0.0648263543844223, + 0.0596432127058506, + 0.03441324830055237, + 0.022920044139027596, + 0.022953461855649948, + 0.048009585589170456, + 0.03652425855398178 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0021943794563412666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from a slightly upward angle, captures a brilliant golden ginkgo leaf, slowly swirling and falling from the sky. Warm afternoon sunlight penetrates the sparse canopy, softly backlighting the leaf, making its thin, cicada-wing texture appear crystal clear, its signature scalloped edges shimmering with a dazzling halo. The camera pans forward with an incredibly smooth and steady pace, following the leaf's leisurely descent as it gracefully and deliberately spins through the air, as if performing a silent solo. As the camera zooms in, the image gradually shifts from a mid-ground depicting the falling leaf's movement to an extreme close-up, revealing the leaf's forked veins, like an intricate map. Each fine vein shimmers subtly in the light, its edges tinged with a caramel-brown hue. The scene is enveloped in a hazy, shallow depth of field, while the blurred autumn forest colors in the background contrast sharply with the subject, creating a tranquil, beautiful, and poetic atmosphere.", + "seed": 26260, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_5/index_9503_seed_26260_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07866595156956464, + "vlm_logprob": -0.07866595156956464, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.07866595156956464, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009686491452157497 + ], + "opposite_logprob_tokens": [ + -4.759686470031738 + ], + "logprob_reward": -0.009686491452157497, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009686491452157497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08696968853473663, + 0.07072482258081436, + 0.42507487535476685, + 0.06533831357955933, + 0.08555368334054947, + 0.023470724001526833, + 0.030473027378320694, + 0.06103203073143959, + 0.0334417000412941, + 0.1179211288690567 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.009686491452157497 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861788153648376 + ], + "opposite_logprob_tokens": [ + -1.2236179113388062 + ], + "logprob_reward": -0.34861788153648376, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34861788153648376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1315254122018814, + 0.03389984741806984, + 0.30555692315101624, + 0.07874210178852081, + 0.0606740340590477, + 0.052471112459897995, + 0.041072625666856766, + 0.13454774022102356, + 0.07264683395624161, + 0.08886342495679855 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.34861788153648376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634391542524099 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.007634391542524099, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634391542524099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2515542507171631, + 0.07623004913330078, + 0.21677452325820923, + 0.05687393620610237, + 0.06530556082725525, + 0.03262554481625557, + 0.0700715109705925, + 0.05920363962650299, + 0.057276107370853424, + 0.11408492177724838 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.007634391542524099 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263509564101696 + ], + "opposite_logprob_tokens": [ + -3.651350975036621 + ], + "logprob_reward": -0.0263509564101696, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263509564101696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11838644742965698, + 0.08658678084611893, + 0.23491279780864716, + 0.12714071571826935, + 0.035992834717035294, + 0.030306756496429443, + 0.06836307793855667, + 0.07369532436132431, + 0.05785566568374634, + 0.16675962507724762 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.0263509564101696 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010400369064882398 + ], + "opposite_logprob_tokens": [ + -6.876039981842041 + ], + "logprob_reward": -0.0010400369064882398, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010400369064882398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07668762654066086, + 0.08448084443807602, + 0.5773741006851196, + 0.03583333641290665, + 0.0713934525847435, + 0.014257801696658134, + 0.0198983047157526, + 0.03398772329092026, + 0.019123461097478867, + 0.06696336716413498 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0010400369064882398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from a slightly upward angle, captures a brilliant golden ginkgo leaf, slowly swirling and falling from the sky. Warm afternoon sunlight penetrates the sparse canopy, softly backlighting the leaf, making its thin, cicada-wing texture appear crystal clear, its signature scalloped edges shimmering with a dazzling halo. The camera pans forward with an incredibly smooth and steady pace, following the leaf's leisurely descent as it gracefully and deliberately spins through the air, as if performing a silent solo. As the camera zooms in, the image gradually shifts from a mid-ground depicting the falling leaf's movement to an extreme close-up, revealing the leaf's forked veins, like an intricate map. Each fine vein shimmers subtly in the light, its edges tinged with a caramel-brown hue. The scene is enveloped in a hazy, shallow depth of field, while the blurred autumn forest colors in the background contrast sharply with the subject, creating a tranquil, beautiful, and poetic atmosphere.", + "seed": 26261, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_5/index_9503_seed_26261_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08680810816586018, + "vlm_logprob": -0.08680810816586018, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.08680810816586018, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015904942527413368 + ], + "opposite_logprob_tokens": [ + -4.265904903411865 + ], + "logprob_reward": -0.015904942527413368, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015904942527413368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05993351712822914, + 0.09188003093004227, + 0.0442386269569397, + 0.0824282169342041, + 0.5003201961517334, + 0.036494310945272446, + 0.08380500972270966, + 0.028963828459382057, + 0.04007955268025398, + 0.031856656074523926 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.015904942527413368 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486284017562866 + ], + "opposite_logprob_tokens": [ + -1.2236284017562866 + ], + "logprob_reward": -0.3486284017562866, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486284017562866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14077462255954742, + 0.14440388977527618, + 0.0345555804669857, + 0.06500522792339325, + 0.2999264597892761, + 0.031109808012843132, + 0.16670960187911987, + 0.027466019615530968, + 0.06863710284233093, + 0.021411733701825142 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.3486284017562866 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260316655039787 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.005260316655039787, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260316655039787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1078266128897667, + 0.11559347063302994, + 0.06637841463088989, + 0.09504437446594238, + 0.29998892545700073, + 0.026224646717309952, + 0.1448287069797516, + 0.024980410933494568, + 0.09326840937137604, + 0.025866059586405754 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.005260316655039787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205131113529205 + ], + "opposite_logprob_tokens": [ + -2.812051296234131 + ], + "logprob_reward": -0.06205131113529205, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205131113529205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06076660007238388, + 0.052978068590164185, + 0.06364166736602783, + 0.03553744778037071, + 0.19513261318206787, + 0.031458206474781036, + 0.3512161374092102, + 0.02305886708199978, + 0.1478906124830246, + 0.03831976652145386 + ], + "top_frames": [ + 6, + 4, + 8 + ], + "selected_reward": -0.06205131113529205 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021955687552690506 + ], + "opposite_logprob_tokens": [ + -6.127195358276367 + ], + "logprob_reward": -0.0021955687552690506, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021955687552690506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1286984086036682, + 0.028317473828792572, + 0.332903653383255, + 0.06341541558504105, + 0.16686871647834778, + 0.08964043855667114, + 0.07449173927307129, + 0.03185570612549782, + 0.047320958226919174, + 0.0364873968064785 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.0021955687552690506 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot, shot from a slightly upward angle, captures a brilliant golden ginkgo leaf, slowly swirling and falling from the sky. Warm afternoon sunlight penetrates the sparse canopy, softly backlighting the leaf, making its thin, cicada-wing texture appear crystal clear, its signature scalloped edges shimmering with a dazzling halo. The camera pans forward with an incredibly smooth and steady pace, following the leaf's leisurely descent as it gracefully and deliberately spins through the air, as if performing a silent solo. As the camera zooms in, the image gradually shifts from a mid-ground depicting the falling leaf's movement to an extreme close-up, revealing the leaf's forked veins, like an intricate map. Each fine vein shimmers subtly in the light, its edges tinged with a caramel-brown hue. The scene is enveloped in a hazy, shallow depth of field, while the blurred autumn forest colors in the background contrast sharply with the subject, creating a tranquil, beautiful, and poetic atmosphere.", + "seed": 26262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_5/index_9503_seed_26262_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06587462903698907, + "vlm_logprob": -0.06587462903698907, + "vlm_yes_no_margin": 4.974999988079071, + "vlm_token_credit": -0.06587462903698907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006510594394057989 + ], + "opposite_logprob_tokens": [ + -5.1315107345581055 + ], + "logprob_reward": -0.006510594394057989, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006510594394057989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15214408934116364, + 0.11411535739898682, + 0.02907947450876236, + 0.028600379824638367, + 0.045852597802877426, + 0.07892926037311554, + 0.12438526749610901, + 0.20129211246967316, + 0.06164934113621712, + 0.16395215690135956 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.006510594394057989 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134332299232483 + ], + "opposite_logprob_tokens": [ + -1.3134331703186035 + ], + "logprob_reward": -0.3134332299232483, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134332299232483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2970496416091919, + 0.07785209268331528, + 0.0716419368982315, + 0.07399147748947144, + 0.055070292204618454, + 0.08221624791622162, + 0.07027370482683182, + 0.059796348214149475, + 0.10157003998756409, + 0.11053828150033951 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.3134332299232483 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021991373505443335 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021991373505443335, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021991373505443335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1314769983291626, + 0.24718618392944336, + 0.14468199014663696, + 0.07627648115158081, + 0.10402743518352509, + 0.048210497945547104, + 0.0555117093026638, + 0.026516573503613472, + 0.048996876925230026, + 0.117115318775177 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0021991373505443335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737136282026768 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737136282026768, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737136282026768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13727082312107086, + 0.03085464984178543, + 0.0237751305103302, + 0.0841774120926857, + 0.03330026939511299, + 0.03186222165822983, + 0.026965061202645302, + 0.12240146845579147, + 0.04513924568891525, + 0.4642537236213684 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.006737136282026768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single golden ginkgo leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf shown slowly swirling and falling from the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature warm afternoon sunlight backlighting the leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan forward while zooming in to an extreme close-up of the leaf's veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred autumn forest with a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004930472350679338 + ], + "opposite_logprob_tokens": [ + -7.625493049621582 + ], + "logprob_reward": -0.0004930472350679338, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004930472350679338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1772448867559433, + 0.2452487051486969, + 0.04266410320997238, + 0.05168607458472252, + 0.06093360856175423, + 0.038167424499988556, + 0.08800026774406433, + 0.08135819435119629, + 0.09240062534809113, + 0.12229608744382858 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0004930472350679338 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_6/index_tensor([6339, 6339])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_6/index_tensor([6339, 6339])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..412157773ad11d903374c8774c7e8cd31195de46 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_6/index_tensor([6339, 6339])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a high-contrast, grainy black-and-white image, the camera begins in a medium shot, focusing on the weathered and cracked carved eaves of a dilapidated Chinese temple. From the deep shadows beneath the eaves, a crow with jet-black, shimmering feathers suddenly flaps its wings, stirring up a cloud of dust and tiny sawdust. It ascends in a powerful, sharp arc toward a gray sky thick with heavy clouds. As the crow leaves its nest, the camera begins an extremely slow and steady pull-back, gradually taking in the entire temple: the abandoned structure still stands, but the roof tiles are broken and covered with moss and weeds, the wooden beams are covered with cobwebs, and the walls are mottled and peeling, revealing the relentless erosion of time. As the camera continues to retreat, the desolate scene around the temple is fully revealed. Several dead trees stretch twistedly towards the sky, the ground is overgrown with weeds, and in the distance are rolling hills with blurred outlines. The entire scene presents rich gray tones under the soft light scattered by the cloudy sky, creating a bleak atmosphere of deep loneliness and time freezing.", + "seed": 7675, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_6/index_6339_seed_7675_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015291703213006259, + "vlm_logprob": -0.015291703213006259, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.015291703213006259, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00490592559799552 + ], + "opposite_logprob_tokens": [ + -5.504905700683594 + ], + "logprob_reward": -0.00490592559799552, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00490592559799552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21286140382289886, + 0.06420547515153885, + 0.13200543820858002, + 0.13678379356861115, + 0.1497613489627838, + 0.10900045931339264, + 0.06231462582945824, + 0.044079363346099854, + 0.0168264489620924, + 0.07216165959835052 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.00490592559799552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255148183554411 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.01255148183554411, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255148183554411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3372575044631958, + 0.13020019233226776, + 0.13740013539791107, + 0.04190458729863167, + 0.11785148829221725, + 0.07688172161579132, + 0.06315162032842636, + 0.036507755517959595, + 0.02089446410536766, + 0.037950582802295685 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01255148183554411 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979959361255169 + ], + "opposite_logprob_tokens": [ + -3.529799699783325 + ], + "logprob_reward": -0.02979959361255169, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979959361255169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12038607150316238, + 0.07701725512742996, + 0.42367127537727356, + 0.1763293594121933, + 0.05196850746870041, + 0.04592147096991539, + 0.024179557338356972, + 0.020259421318769455, + 0.019549060612916946, + 0.04071803018450737 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.02979959361255169 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635440841317177 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635440841317177, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635440841317177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22708936035633087, + 0.09781970083713531, + 0.15763990581035614, + 0.06192643195390701, + 0.0648883581161499, + 0.1150575578212738, + 0.06714410334825516, + 0.05601579695940018, + 0.05333494767546654, + 0.09908383339643478 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.008635440841317177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020566074177622795 + ], + "opposite_logprob_tokens": [ + -3.895565986633301 + ], + "logprob_reward": -0.020566074177622795, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020566074177622795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20600150525569916, + 0.05936427414417267, + 0.06413557380437851, + 0.04519625008106232, + 0.06766185164451599, + 0.11750401556491852, + 0.1353699415922165, + 0.08796574175357819, + 0.04709819331765175, + 0.1697026789188385 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.020566074177622795 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-contrast, grainy black-and-white image, the camera begins in a medium shot, focusing on the weathered and cracked carved eaves of a dilapidated Chinese temple. From the deep shadows beneath the eaves, a crow with jet-black, shimmering feathers suddenly flaps its wings, stirring up a cloud of dust and tiny sawdust. It ascends in a powerful, sharp arc toward a gray sky thick with heavy clouds. As the crow leaves its nest, the camera begins an extremely slow and steady pull-back, gradually taking in the entire temple: the abandoned structure still stands, but the roof tiles are broken and covered with moss and weeds, the wooden beams are covered with cobwebs, and the walls are mottled and peeling, revealing the relentless erosion of time. As the camera continues to retreat, the desolate scene around the temple is fully revealed. Several dead trees stretch twistedly towards the sky, the ground is overgrown with weeds, and in the distance are rolling hills with blurred outlines. The entire scene presents rich gray tones under the soft light scattered by the cloudy sky, creating a bleak atmosphere of deep loneliness and time freezing.", + "seed": 7676, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_6/index_6339_seed_7676_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015022950991988183, + "vlm_logprob": -0.015022950991988183, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.015022950991988183, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015981532633304596 + ], + "opposite_logprob_tokens": [ + -7.501598358154297 + ], + "logprob_reward": -0.0015981532633304596, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0015981532633304596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09616614133119583, + 0.03098522499203682, + 0.03608652576804161, + 0.5214086174964905, + 0.07307922095060349, + 0.07426070421934128, + 0.039854295551776886, + 0.019096052274107933, + 0.0720018744468689, + 0.03706131502985954 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0015981532633304596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786837734282017 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786837734282017, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786837734282017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15218383073806763, + 0.08266587555408478, + 0.060956597328186035, + 0.36697834730148315, + 0.08474043756723404, + 0.08726482093334198, + 0.048360589891672134, + 0.029484787955880165, + 0.05013810843229294, + 0.03722655400633812 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.009786837734282017 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633795142173767 + ], + "opposite_logprob_tokens": [ + -3.6513378620147705 + ], + "logprob_reward": -0.02633795142173767, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633795142173767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043597619980573654, + 0.10166314244270325, + 0.16129465401172638, + 0.4219365417957306, + 0.03467277064919472, + 0.05445627123117447, + 0.06254079937934875, + 0.03490402549505234, + 0.05262870341539383, + 0.03230546787381172 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.02633795142173767 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110683748498559 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.0110683748498559, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110683748498559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09697752445936203, + 0.040291450917720795, + 0.07662047445774078, + 0.2703513205051422, + 0.13617770373821259, + 0.12194984406232834, + 0.08268699049949646, + 0.06540291756391525, + 0.04789137467741966, + 0.06165045127272606 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.0110683748498559 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026323437690734863 + ], + "opposite_logprob_tokens": [ + -3.6513233184814453 + ], + "logprob_reward": -0.026323437690734863, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026323437690734863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10705605894327164, + 0.06793302297592163, + 0.09464620798826218, + 0.2158789187669754, + 0.1417797952890396, + 0.05128147453069687, + 0.11274562776088715, + 0.06366372108459473, + 0.10075818002223969, + 0.044256918132305145 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.026323437690734863 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-contrast, grainy black-and-white image, the camera begins in a medium shot, focusing on the weathered and cracked carved eaves of a dilapidated Chinese temple. From the deep shadows beneath the eaves, a crow with jet-black, shimmering feathers suddenly flaps its wings, stirring up a cloud of dust and tiny sawdust. It ascends in a powerful, sharp arc toward a gray sky thick with heavy clouds. As the crow leaves its nest, the camera begins an extremely slow and steady pull-back, gradually taking in the entire temple: the abandoned structure still stands, but the roof tiles are broken and covered with moss and weeds, the wooden beams are covered with cobwebs, and the walls are mottled and peeling, revealing the relentless erosion of time. As the camera continues to retreat, the desolate scene around the temple is fully revealed. Several dead trees stretch twistedly towards the sky, the ground is overgrown with weeds, and in the distance are rolling hills with blurred outlines. The entire scene presents rich gray tones under the soft light scattered by the cloudy sky, creating a bleak atmosphere of deep loneliness and time freezing.", + "seed": 7677, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_6/index_6339_seed_7677_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019659025594592094, + "vlm_logprob": -0.019659025594592094, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.019659025594592094, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002360773738473654 + ], + "opposite_logprob_tokens": [ + -6.752360820770264 + ], + "logprob_reward": -0.002360773738473654, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.002360773738473654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05078558251261711, + 0.02921890839934349, + 0.033395569771528244, + 0.11397198587656021, + 0.04817371442914009, + 0.029738644137978554, + 0.03199426084756851, + 0.0213632769882679, + 0.5628039836883545, + 0.07855410128831863 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.002360773738473654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959006026387215 + ], + "opposite_logprob_tokens": [ + -5.1309590339660645 + ], + "logprob_reward": -0.005959006026387215, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959006026387215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09841401129961014, + 0.1312394142150879, + 0.024673890322446823, + 0.20183362066745758, + 0.23726873099803925, + 0.06907009333372116, + 0.048817090690135956, + 0.03930527716875076, + 0.10680445283651352, + 0.042573411017656326 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.005959006026387215 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054944027215242386 + ], + "opposite_logprob_tokens": [ + -2.9299440383911133 + ], + "logprob_reward": -0.054944027215242386, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054944027215242386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03568493202328682, + 0.02791743539273739, + 0.03498483821749687, + 0.09770729392766953, + 0.05885067582130432, + 0.01438110787421465, + 0.039404191076755524, + 0.020265772938728333, + 0.5428962707519531, + 0.12790754437446594 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.054944027215242386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052503556944429874 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.0052503556944429874, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052503556944429874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06097223982214928, + 0.034617550671100616, + 0.03290507197380066, + 0.09876140207052231, + 0.16344481706619263, + 0.07163757085800171, + 0.028362149372696877, + 0.037604909390211105, + 0.3454619348049164, + 0.12623240053653717 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.0052503556944429874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978096529841423 + ], + "opposite_logprob_tokens": [ + -3.529780864715576 + ], + "logprob_reward": -0.02978096529841423, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978096529841423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05167287960648537, + 0.171691432595253, + 0.15893147885799408, + 0.0933869406580925, + 0.03605952858924866, + 0.1092560812830925, + 0.058393653482198715, + 0.04479407146573067, + 0.12666456401348114, + 0.1491493433713913 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.02978096529841423 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a high-contrast, grainy black-and-white image, the camera begins in a medium shot, focusing on the weathered and cracked carved eaves of a dilapidated Chinese temple. From the deep shadows beneath the eaves, a crow with jet-black, shimmering feathers suddenly flaps its wings, stirring up a cloud of dust and tiny sawdust. It ascends in a powerful, sharp arc toward a gray sky thick with heavy clouds. As the crow leaves its nest, the camera begins an extremely slow and steady pull-back, gradually taking in the entire temple: the abandoned structure still stands, but the roof tiles are broken and covered with moss and weeds, the wooden beams are covered with cobwebs, and the walls are mottled and peeling, revealing the relentless erosion of time. As the camera continues to retreat, the desolate scene around the temple is fully revealed. Several dead trees stretch twistedly towards the sky, the ground is overgrown with weeds, and in the distance are rolling hills with blurred outlines. The entire scene presents rich gray tones under the soft light scattered by the cloudy sky, creating a bleak atmosphere of deep loneliness and time freezing.", + "seed": 7678, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_6/index_6339_seed_7678_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014351522270590066, + "vlm_logprob": -0.014351522270590066, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.014351522270590066, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021489402279257774 + ], + "opposite_logprob_tokens": [ + -6.5021491050720215 + ], + "logprob_reward": -0.0021489402279257774, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0021489402279257774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18838606774806976, + 0.04152422398328781, + 0.1098591610789299, + 0.15588366985321045, + 0.0446159765124321, + 0.11783524602651596, + 0.06258292496204376, + 0.10340661555528641, + 0.09519553184509277, + 0.08071064203977585 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0021489402279257774 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645863547921181 + ], + "opposite_logprob_tokens": [ + -5.379645824432373 + ], + "logprob_reward": -0.004645863547921181, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645863547921181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14958420395851135, + 0.05559280887246132, + 0.10276962071657181, + 0.19159500300884247, + 0.11114069074392319, + 0.1349414438009262, + 0.10048776865005493, + 0.05972260981798172, + 0.04503902792930603, + 0.04912685602903366 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.004645863547921181 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865080490708351 + ], + "opposite_logprob_tokens": [ + -3.0486507415771484 + ], + "logprob_reward": -0.04865080490708351, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865080490708351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3085387945175171, + 0.042412471026182175, + 0.04992429167032242, + 0.05417163670063019, + 0.07564020901918411, + 0.1300726979970932, + 0.09895163029432297, + 0.10406508296728134, + 0.10054155439138412, + 0.03568160906434059 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.04865080490708351 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248932633548975 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.005248932633548975, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248932633548975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17842043936252594, + 0.08402610570192337, + 0.06682146340608597, + 0.08674336224794388, + 0.08251351118087769, + 0.12149365991353989, + 0.07300577312707901, + 0.050385404378175735, + 0.20976130664348602, + 0.04682895541191101 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.005248932633548975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in black-and-white with a grainy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a medium shot focusing on weathered and cracked carved eaves of a dilapidated Chinese temple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a crow with jet-black, shimmering feathers flap its wings from beneath the eaves, stirring up dust and sawdust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform an extremely slow and steady pull-back to reveal the entire temple, including broken roof tiles, moss, weeds, cobwebs, and peeling walls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background revealed to include dead trees stretching towards the sky, overgrown ground, and distant rolling hills with blurred outlines?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106307003647089 + ], + "opposite_logprob_tokens": [ + -4.511063098907471 + ], + "logprob_reward": -0.01106307003647089, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106307003647089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15755145251750946, + 0.04929172992706299, + 0.11396735161542892, + 0.08917556703090668, + 0.043620310723781586, + 0.047250669449567795, + 0.12719286978244781, + 0.10586415976285934, + 0.13439032435417175, + 0.13169553875923157 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.01106307003647089 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_7/index_tensor([4642, 4642])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_7/index_tensor([4642, 4642])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b15dc2878b4ad1b60e4858ce7f5302a4086def --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_7/index_tensor([4642, 4642])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, handheld medium shot struggles to keep pace, capturing an intense and visceral jolt of camera movement as it tracks a jubilant corgi with thick, reddish-brown and white fur and an unusually fluffy tail. The dog bounds across a large expanse of lush green grass, its short legs thrashing frantically in a blur of motion, its entire drooping body thrust forward with boundless energy. Its dark eyes are wide with pure joy, its pink tongue dangling lazily in a blissful grin. The entire scene is drenched in the warm, syrupy golden light of a perfect sunset, which catches the edges of the corgi's fur, causing it to glow and casting long, soft shadows across the lawn. Due to the shallow depth of field and the frantic camera movements, the background, composed of sharply outlined trees and a classic park bench in the distance, melts into a soft, painterly bokeh, creating a powerful sense of motion blur that isolates the dog and emphasizes the overwhelming atmosphere of playful, chaotic excitement.", + "seed": 217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_7/index_4642_seed_217_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.00813607256859541, + "vlm_logprob": -0.00813607256859541, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.00813607256859541, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015584002248942852 + ], + "opposite_logprob_tokens": [ + -7.001558303833008 + ], + "logprob_reward": -0.0015584002248942852, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0015584002248942852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.139492467045784, + 0.16585911810398102, + 0.03578771650791168, + 0.024602817371487617, + 0.06610707938671112, + 0.06140441447496414, + 0.09848952293395996, + 0.02715224027633667, + 0.3511848747730255, + 0.02991974540054798 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0015584002248942852 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643846768885851 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.004643846768885851, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643846768885851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17117567360401154, + 0.06196855008602142, + 0.11340741813182831, + 0.03193577751517296, + 0.05511382222175598, + 0.058068063110113144, + 0.05057850107550621, + 0.12869706749916077, + 0.23439207673072815, + 0.09466302394866943 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.004643846768885851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059472741559147835 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.0059472741559147835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059472741559147835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07984249293804169, + 0.6077971458435059, + 0.035703156143426895, + 0.03196730092167854, + 0.03961627930402756, + 0.036494191735982895, + 0.05313586816191673, + 0.015102489851415157, + 0.0842248871922493, + 0.01611616648733616 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0059472741559147835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023281434550881386 + ], + "opposite_logprob_tokens": [ + -3.7732813358306885 + ], + "logprob_reward": -0.023281434550881386, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023281434550881386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3073074221611023, + 0.20820000767707825, + 0.06582286208868027, + 0.05256893113255501, + 0.041160937398672104, + 0.03146855905652046, + 0.06613753736019135, + 0.11989349871873856, + 0.06465300172567368, + 0.04278726130723953 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.023281434550881386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249407142400742 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249407142400742, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249407142400742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13400331139564514, + 0.07583567500114441, + 0.09112212806940079, + 0.10221332311630249, + 0.0922885313630104, + 0.03842909261584282, + 0.035346582531929016, + 0.09551487863063812, + 0.2748202979564667, + 0.06042617931962013 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.005249407142400742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, handheld medium shot struggles to keep pace, capturing an intense and visceral jolt of camera movement as it tracks a jubilant corgi with thick, reddish-brown and white fur and an unusually fluffy tail. The dog bounds across a large expanse of lush green grass, its short legs thrashing frantically in a blur of motion, its entire drooping body thrust forward with boundless energy. Its dark eyes are wide with pure joy, its pink tongue dangling lazily in a blissful grin. The entire scene is drenched in the warm, syrupy golden light of a perfect sunset, which catches the edges of the corgi's fur, causing it to glow and casting long, soft shadows across the lawn. Due to the shallow depth of field and the frantic camera movements, the background, composed of sharply outlined trees and a classic park bench in the distance, melts into a soft, painterly bokeh, creating a powerful sense of motion blur that isolates the dog and emphasizes the overwhelming atmosphere of playful, chaotic excitement.", + "seed": 218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_7/index_4642_seed_218_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.003295887331478298, + "vlm_logprob": -0.003295887331478298, + "vlm_yes_no_margin": 5.85, + "vlm_token_credit": -0.003295887331478298, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013831820106133819 + ], + "opposite_logprob_tokens": [ + -6.876383304595947 + ], + "logprob_reward": -0.0013831820106133819, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0013831820106133819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09833922982215881, + 0.13794437050819397, + 0.13469012081623077, + 0.05307101085782051, + 0.027212059125304222, + 0.0787462443113327, + 0.14926572144031525, + 0.1214846819639206, + 0.09336096793413162, + 0.10588555037975311 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.0013831820106133819 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098112694919109 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004098112694919109, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098112694919109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07496494799852371, + 0.22397445142269135, + 0.06643107533454895, + 0.2100967913866043, + 0.07538816332817078, + 0.02711985632777214, + 0.05302195996046066, + 0.0379076711833477, + 0.09051993489265442, + 0.14057521522045135 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.004098112694919109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094076342880726 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094076342880726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094076342880726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06923531740903854, + 0.22926248610019684, + 0.04809243604540825, + 0.039205823093652725, + 0.1392974555492401, + 0.04404142498970032, + 0.13231942057609558, + 0.12126762419939041, + 0.06936512887477875, + 0.10791283845901489 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.004094076342880726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089683759957552 + ], + "opposite_logprob_tokens": [ + -5.504089832305908 + ], + "logprob_reward": -0.004089683759957552, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089683759957552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06559154391288757, + 0.7492294311523438, + 0.04355303570628166, + 0.024955907836556435, + 0.014357105828821659, + 0.009746916592121124, + 0.054058123379945755, + 0.007711115293204784, + 0.02399376966059208, + 0.006803102791309357 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.004089683759957552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028143818490207195 + ], + "opposite_logprob_tokens": [ + -5.877814292907715 + ], + "logprob_reward": -0.0028143818490207195, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028143818490207195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10012327134609222, + 0.22938677668571472, + 0.06199134513735771, + 0.08946534246206284, + 0.046396296471357346, + 0.04213785380125046, + 0.13285720348358154, + 0.03917674720287323, + 0.1869419664144516, + 0.07152321934700012 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.0028143818490207195 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, handheld medium shot struggles to keep pace, capturing an intense and visceral jolt of camera movement as it tracks a jubilant corgi with thick, reddish-brown and white fur and an unusually fluffy tail. The dog bounds across a large expanse of lush green grass, its short legs thrashing frantically in a blur of motion, its entire drooping body thrust forward with boundless energy. Its dark eyes are wide with pure joy, its pink tongue dangling lazily in a blissful grin. The entire scene is drenched in the warm, syrupy golden light of a perfect sunset, which catches the edges of the corgi's fur, causing it to glow and casting long, soft shadows across the lawn. Due to the shallow depth of field and the frantic camera movements, the background, composed of sharply outlined trees and a classic park bench in the distance, melts into a soft, painterly bokeh, creating a powerful sense of motion blur that isolates the dog and emphasizes the overwhelming atmosphere of playful, chaotic excitement.", + "seed": 219, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_7/index_4642_seed_219_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0042469602078199385, + "vlm_logprob": -0.0042469602078199385, + "vlm_yes_no_margin": 5.65, + "vlm_token_credit": -0.0042469602078199385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0035810647532343864 + ], + "opposite_logprob_tokens": [ + -5.7535810470581055 + ], + "logprob_reward": -0.0035810647532343864, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0035810647532343864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.268419474363327, + 0.03542892634868622, + 0.08363908529281616, + 0.05241117253899574, + 0.03695738688111305, + 0.11623530089855194, + 0.17594701051712036, + 0.09201274067163467, + 0.12087970972061157, + 0.018069196492433548 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0035810647532343864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784595109522343 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784595109522343, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784595109522343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21771803498268127, + 0.033949822187423706, + 0.0262326467782259, + 0.15073241293430328, + 0.03627895191311836, + 0.09047402441501617, + 0.17013861238956451, + 0.14262549579143524, + 0.05040539428591728, + 0.08144457638263702 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.009784595109522343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190429415553808 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.003190429415553808, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190429415553808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15241236984729767, + 0.08083577454090118, + 0.04401104524731636, + 0.08175957947969437, + 0.03591637685894966, + 0.032194387167692184, + 0.33136871457099915, + 0.07850754261016846, + 0.0830744206905365, + 0.07991987466812134 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.003190429415553808 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002193308901041746 + ], + "opposite_logprob_tokens": [ + -6.127193450927734 + ], + "logprob_reward": -0.002193308901041746, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002193308901041746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10708301514387131, + 0.009061381220817566, + 0.02588733844459057, + 0.012140038423240185, + 0.034005604684352875, + 0.006394104100763798, + 0.7292376756668091, + 0.05424106866121292, + 0.00787263922393322, + 0.014077145606279373 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.002193308901041746 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248540285974741 + ], + "opposite_logprob_tokens": [ + -6.002485275268555 + ], + "logprob_reward": -0.00248540285974741, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248540285974741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12731315195560455, + 0.025588935241103172, + 0.19994747638702393, + 0.022762970998883247, + 0.03293197974562645, + 0.0215945765376091, + 0.4327991306781769, + 0.07569834589958191, + 0.029931429773569107, + 0.03143199533224106 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.00248540285974741 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, handheld medium shot struggles to keep pace, capturing an intense and visceral jolt of camera movement as it tracks a jubilant corgi with thick, reddish-brown and white fur and an unusually fluffy tail. The dog bounds across a large expanse of lush green grass, its short legs thrashing frantically in a blur of motion, its entire drooping body thrust forward with boundless energy. Its dark eyes are wide with pure joy, its pink tongue dangling lazily in a blissful grin. The entire scene is drenched in the warm, syrupy golden light of a perfect sunset, which catches the edges of the corgi's fur, causing it to glow and casting long, soft shadows across the lawn. Due to the shallow depth of field and the frantic camera movements, the background, composed of sharply outlined trees and a classic park bench in the distance, melts into a soft, painterly bokeh, creating a powerful sense of motion blur that isolates the dog and emphasizes the overwhelming atmosphere of playful, chaotic excitement.", + "seed": 220, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_7/index_4642_seed_220_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026680798875167965, + "vlm_logprob": -0.026680798875167965, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.026680798875167965, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022788289934396744 + ], + "opposite_logprob_tokens": [ + -6.377278804779053 + ], + "logprob_reward": -0.0022788289934396744, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0022788289934396744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1792098581790924, + 0.05916590243577957, + 0.12397434562444687, + 0.055949967354536057, + 0.0406993143260479, + 0.08228018879890442, + 0.13110707700252533, + 0.16869264841079712, + 0.06547418236732483, + 0.0934465080499649 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0022788289934396744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644185960292816 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008644185960292816, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644185960292816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11584977060556412, + 0.05949888378381729, + 0.0693686455488205, + 0.08959534764289856, + 0.02858773246407509, + 0.045773155987262726, + 0.1411137878894806, + 0.044639747589826584, + 0.3360430598258972, + 0.06952983886003494 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.008644185960292816 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059472741559147835 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.0059472741559147835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059472741559147835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1332397609949112, + 0.11332570761442184, + 0.12889425456523895, + 0.046913858503103256, + 0.07567180693149567, + 0.07921198010444641, + 0.1938873827457428, + 0.09042126685380936, + 0.04302358627319336, + 0.09541039168834686 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.0059472741559147835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292116343975067 + ], + "opposite_logprob_tokens": [ + -2.2379212379455566 + ], + "logprob_reward": -0.11292116343975067, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292116343975067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.105280801653862, + 0.03433811292052269, + 0.04453614354133606, + 0.11318553239107132, + 0.07062986493110657, + 0.13091617822647095, + 0.11724482476711273, + 0.04765160009264946, + 0.11606485396623611, + 0.2201521098613739 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.11292116343975067 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a corgi with thick reddish-brown and white fur and an unusually fluffy tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the corgi bounding across a large expanse of lush green grass with its short legs thrashing in a blur of motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the corgi display wide dark eyes, a pink tongue dangling in a grin, and a drooping body thrust forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunset light that causes the corgi's fur to glow and casts long soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot low-angle and handheld with frantic movement, creating motion blur and a soft painterly bokeh background with trees and a park bench?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612541826441884 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.003612541826441884, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612541826441884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13559867441654205, + 0.05585509166121483, + 0.12572763860225677, + 0.05877178907394409, + 0.07592874765396118, + 0.10061285644769669, + 0.13637873530387878, + 0.11359204351902008, + 0.060828641057014465, + 0.13670574128627777 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.003612541826441884 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_8/index_tensor([2725, 2725])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_8/index_tensor([2725, 2725])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f6b8ddd8655e5584ff401406d2c2129a8eb9fced --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_8/index_tensor([2725, 2725])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a dark anime style, a low-angle, static medium shot establishes the overwhelming presence of the figure in the foreground, their form rendered with sharp, clean lines against the oppressive darkness. They are impeccably dressed in a stylish vintage black tuxedo with a shiny satin lapel paired with a crisp white shirt. The figure's face is completely obscured by a pure white, owl-like porcelain mask, its smooth, cold surface punctuated by two large, round, black, hollow eyeholes. They are situated in a gloomy Gothic room, the background fading into deep, impenetrable shadows. As if delivering a chilling monologue, the figure's head tilts slowly and deliberately to one side. Simultaneously, their right hand, encased in a pristine white glove, rises in a slow, measured, graceful frame. A flickering candlelight source off-camera captures the mask's polished curves, casting a sharp, evocative glint that illuminates a trail of dust motes dancing in the still, heavy air, creating an atmosphere of profound tension and drama.", + "seed": 9503, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_8/index_2725_seed_9503_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.54987164135091, + "vlm_logprob": -0.54987164135091, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.54987164135091, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4567437171936035 + ], + "opposite_logprob_tokens": [ + -0.33174368739128113 + ], + "logprob_reward": -1.4567437171936035, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4567437171936035, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13003166019916534, + 0.027989866212010384, + 0.03082725778222084, + 0.07258035242557526, + 0.153254896402359, + 0.02705211564898491, + 0.3908759355545044, + 0.053092505782842636, + 0.06086389347910881, + 0.05343158543109894 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -1.4567437171936035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0540220737457275 + ], + "opposite_logprob_tokens": [ + -0.42902207374572754 + ], + "logprob_reward": -1.0540220737457275, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0540220737457275, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06246510148048401, + 0.04136428236961365, + 0.030940208584070206, + 0.11716008931398392, + 0.07633291929960251, + 0.02812177501618862, + 0.4206664264202118, + 0.07783948630094528, + 0.08608511835336685, + 0.05902459844946861 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -1.0540220737457275 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20165793597698212 + ], + "opposite_logprob_tokens": [ + -1.7016578912734985 + ], + "logprob_reward": -0.20165793597698212, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20165793597698212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09008171409368515, + 0.03276228904724121, + 0.02833682857453823, + 0.08740369975566864, + 0.07124965637922287, + 0.05574264004826546, + 0.18765518069267273, + 0.2568213641643524, + 0.14860300719738007, + 0.04134369641542435 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.20165793597698212 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032083725091069937 + ], + "opposite_logprob_tokens": [ + -5.753208160400391 + ], + "logprob_reward": -0.0032083725091069937, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032083725091069937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10909238457679749, + 0.05101519450545311, + 0.033139441162347794, + 0.0639628916978836, + 0.09550099819898605, + 0.06675858795642853, + 0.16717411577701569, + 0.1450304388999939, + 0.20474256575107574, + 0.06358342617750168 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.0032083725091069937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372610732913017 + ], + "opposite_logprob_tokens": [ + -3.408726215362549 + ], + "logprob_reward": -0.03372610732913017, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372610732913017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08984307944774628, + 0.03314276412129402, + 0.01887478306889534, + 0.05277394503355026, + 0.07534860819578171, + 0.03522156551480293, + 0.27178889513015747, + 0.06715577095746994, + 0.13399823009967804, + 0.2218523621559143 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.03372610732913017 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dark anime style, a low-angle, static medium shot establishes the overwhelming presence of the figure in the foreground, their form rendered with sharp, clean lines against the oppressive darkness. They are impeccably dressed in a stylish vintage black tuxedo with a shiny satin lapel paired with a crisp white shirt. The figure's face is completely obscured by a pure white, owl-like porcelain mask, its smooth, cold surface punctuated by two large, round, black, hollow eyeholes. They are situated in a gloomy Gothic room, the background fading into deep, impenetrable shadows. As if delivering a chilling monologue, the figure's head tilts slowly and deliberately to one side. Simultaneously, their right hand, encased in a pristine white glove, rises in a slow, measured, graceful frame. A flickering candlelight source off-camera captures the mask's polished curves, casting a sharp, evocative glint that illuminates a trail of dust motes dancing in the still, heavy air, creating an atmosphere of profound tension and drama.", + "seed": 9504, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_8/index_2725_seed_9504_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.8017792565748095, + "vlm_logprob": -0.8017792565748095, + "vlm_yes_no_margin": 0.8499999880790711, + "vlm_token_credit": -0.8017792565748095, + "vlm_yes_ratio": 0.4, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1011102199554443 + ], + "opposite_logprob_tokens": [ + -0.47611016035079956 + ], + "logprob_reward": -1.1011102199554443, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.1011102199554443, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.8287312388420105, + 0.019813809543848038, + 0.018184605985879898, + 0.05626406520605087, + 0.02068348415195942, + 0.021593984216451645, + 0.00470822025090456, + 0.008651413023471832, + 0.014540997333824635, + 0.00682819401845336 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -1.1011102199554443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8984476327896118 + ], + "opposite_logprob_tokens": [ + -0.5234476327896118 + ], + "logprob_reward": -0.8984476327896118, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8984476327896118, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.33712583780288696, + 0.039794787764549255, + 0.02390187792479992, + 0.2118450254201889, + 0.028486201539635658, + 0.05255742371082306, + 0.013838029466569424, + 0.018417350947856903, + 0.2573707103729248, + 0.016662783920764923 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.8984476327896118 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9104089736938477 + ], + "opposite_logprob_tokens": [ + -0.16040903329849243 + ], + "logprob_reward": -1.9104089736938477, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9104089736938477, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.33139485120773315, + 0.05166614055633545, + 0.13073574006557465, + 0.06298539787530899, + 0.07582186162471771, + 0.0928867906332016, + 0.022383088245987892, + 0.043914515525102615, + 0.15298911929130554, + 0.03522245213389397 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -1.9104089736938477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009821071289479733 + ], + "opposite_logprob_tokens": [ + -4.634820938110352 + ], + "logprob_reward": -0.009821071289479733, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009821071289479733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31858623027801514, + 0.1304718405008316, + 0.16039563715457916, + 0.10778909176588058, + 0.07044873386621475, + 0.09451497346162796, + 0.022245455533266068, + 0.03285958245396614, + 0.029513055458664894, + 0.03317532315850258 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.009821071289479733 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910838514566422 + ], + "opposite_logprob_tokens": [ + -2.464108467102051 + ], + "logprob_reward": -0.08910838514566422, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910838514566422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32961660623550415, + 0.02561080828309059, + 0.05038037523627281, + 0.25978028774261475, + 0.03016495704650879, + 0.03256569057703018, + 0.01303564477711916, + 0.017723586410284042, + 0.20892782509326935, + 0.0321941152215004 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.08910838514566422 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dark anime style, a low-angle, static medium shot establishes the overwhelming presence of the figure in the foreground, their form rendered with sharp, clean lines against the oppressive darkness. They are impeccably dressed in a stylish vintage black tuxedo with a shiny satin lapel paired with a crisp white shirt. The figure's face is completely obscured by a pure white, owl-like porcelain mask, its smooth, cold surface punctuated by two large, round, black, hollow eyeholes. They are situated in a gloomy Gothic room, the background fading into deep, impenetrable shadows. As if delivering a chilling monologue, the figure's head tilts slowly and deliberately to one side. Simultaneously, their right hand, encased in a pristine white glove, rises in a slow, measured, graceful frame. A flickering candlelight source off-camera captures the mask's polished curves, casting a sharp, evocative glint that illuminates a trail of dust motes dancing in the still, heavy air, creating an atmosphere of profound tension and drama.", + "seed": 9505, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_8/index_2725_seed_9505_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.40125197167508303, + "vlm_logprob": -0.40125197167508303, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.40125197167508303, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7590017318725586 + ], + "opposite_logprob_tokens": [ + -0.7590017318725586 + ], + "logprob_reward": -0.7590017318725586, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7590017318725586, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21658748388290405, + 0.08610159903764725, + 0.09988114982843399, + 0.10805748403072357, + 0.06407274305820465, + 0.09319358319044113, + 0.15302859246730804, + 0.07982747256755829, + 0.05911468341946602, + 0.04013517126441002 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.7590017318725586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743786454200745 + ], + "opposite_logprob_tokens": [ + -0.47437864542007446 + ], + "logprob_reward": -0.9743786454200745, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743786454200745, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08683951944112778, + 0.046296700835227966, + 0.14913345873355865, + 0.13743159174919128, + 0.0928775891661644, + 0.09881745278835297, + 0.03610850125551224, + 0.11392535269260406, + 0.06411975622177124, + 0.1744500994682312 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.9743786454200745 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521786391735077 + ], + "opposite_logprob_tokens": [ + -1.50217866897583 + ], + "logprob_reward": -0.2521786391735077, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521786391735077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19210419058799744, + 0.04937918111681938, + 0.1951139271259308, + 0.1103145107626915, + 0.12057851999998093, + 0.08851701021194458, + 0.0951007604598999, + 0.04324643686413765, + 0.04907001554965973, + 0.05657543987035751 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.2521786391735077 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002503001829609275 + ], + "opposite_logprob_tokens": [ + -6.002502918243408 + ], + "logprob_reward": -0.002503001829609275, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002503001829609275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1871836930513382, + 0.0639459639787674, + 0.08991079777479172, + 0.10140050947666168, + 0.0739515945315361, + 0.11843004077672958, + 0.1435481160879135, + 0.0816061794757843, + 0.07942105829715729, + 0.06060200557112694 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.002503001829609275 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197840079665184 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.018197840079665184, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197840079665184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0839935764670372, + 0.10379701107740402, + 0.03581351041793823, + 0.04300310090184212, + 0.04600926488637924, + 0.06050696223974228, + 0.026750050485134125, + 0.17129240930080414, + 0.033547040075063705, + 0.3952869772911072 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.018197840079665184 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dark anime style, a low-angle, static medium shot establishes the overwhelming presence of the figure in the foreground, their form rendered with sharp, clean lines against the oppressive darkness. They are impeccably dressed in a stylish vintage black tuxedo with a shiny satin lapel paired with a crisp white shirt. The figure's face is completely obscured by a pure white, owl-like porcelain mask, its smooth, cold surface punctuated by two large, round, black, hollow eyeholes. They are situated in a gloomy Gothic room, the background fading into deep, impenetrable shadows. As if delivering a chilling monologue, the figure's head tilts slowly and deliberately to one side. Simultaneously, their right hand, encased in a pristine white glove, rises in a slow, measured, graceful frame. A flickering candlelight source off-camera captures the mask's polished curves, casting a sharp, evocative glint that illuminates a trail of dust motes dancing in the still, heavy air, creating an atmosphere of profound tension and drama.", + "seed": 9506, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_8/index_2725_seed_9506_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.46224213009700177, + "vlm_logprob": -0.46224213009700177, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.46224213009700177, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9003498554229736 + ], + "opposite_logprob_tokens": [ + -0.6503498554229736 + ], + "logprob_reward": -0.9003498554229736, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.9003498554229736, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08110643923282623, + 0.04598301276564598, + 0.06577316671609879, + 0.07299118489027023, + 0.057450320571660995, + 0.2868073284626007, + 0.0674537941813469, + 0.1688300520181656, + 0.09637253731489182, + 0.0572320930659771 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.9003498554229736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3135137557983398 + ], + "opposite_logprob_tokens": [ + -0.31351372599601746 + ], + "logprob_reward": -1.3135137557983398, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3135137557983398, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0989624634385109, + 0.038038354367017746, + 0.04801149293780327, + 0.05560867488384247, + 0.11732470989227295, + 0.37943723797798157, + 0.06410276144742966, + 0.04617241770029068, + 0.07982638478279114, + 0.07251551002264023 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -1.3135137557983398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07905741035938263 + ], + "opposite_logprob_tokens": [ + -2.579057455062866 + ], + "logprob_reward": -0.07905741035938263, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07905741035938263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10048669576644897, + 0.043862201273441315, + 0.0451776385307312, + 0.06920979171991348, + 0.21097126603126526, + 0.1966228038072586, + 0.02428515814244747, + 0.19506952166557312, + 0.05728995054960251, + 0.05702495574951172 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.07905741035938263 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002212697174400091 + ], + "opposite_logprob_tokens": [ + -6.1272125244140625 + ], + "logprob_reward": -0.002212697174400091, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002212697174400091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16589201986789703, + 0.07594162970781326, + 0.07087787985801697, + 0.08468101918697357, + 0.08794031292200089, + 0.11849920451641083, + 0.07271937280893326, + 0.13216543197631836, + 0.14377333223819733, + 0.04750983044505119 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.002212697174400091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a vintage black tuxedo with a shiny satin lapel and a crisp white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure's face obscured by a pure white, owl-like porcelain mask with two large, round, black, hollow eyeholes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure's head tilt slowly to one side while their right hand, in a white glove, rises gracefully?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076931729912758 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.016076931729912758, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076931729912758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040028445422649384, + 0.029467573389410973, + 0.03189133480191231, + 0.025045666843652725, + 0.07471665740013123, + 0.4165366590023041, + 0.08987259119749069, + 0.08815313875675201, + 0.13526737689971924, + 0.0690205916762352 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.016076931729912758 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_9/index_tensor([2444, 2444])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_9/index_tensor([2444, 2444])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e6e325eedfa6643c5623d4c274069e2e2fe550c1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_9/index_tensor([2444, 2444])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, mesmerizing medium close-up, rendered in ultra-detailed 8K, captures a profoundly serene scene in the abyssal depths of the ocean. The background is a boundless expanse of pure black, broken only by sparse, slowly drifting marine snow, creating a sense of immense depth and isolation. A massive, translucent jellyfish hovers perfectly in the center of the frame, its bell, a delicate glassy dome, pulsating with a slow, hypnotic rhythm, revealing a subtle, intricate network of its internal structure. From beneath the bell, its countless long tentacles begin to calmly unfurl, movements gracefully unfolding with the deliberate care of a ballet. As they unfold, a vibrant, otherworldly bioluminescence flows through them like electricity through a filament, causing them to glow in ever-changing hues of sapphire and ethereal violet. These threadlike tentacles extend downward, trailing into the darkness, their movement creating gentle, swaying patterns in the void. The creature, the sole source of light, casts a soft, cool glow that illuminates the waters around it, creating a stark and beautiful contrast with the abyss. The atmosphere is filled with quiet mystery and profound awe, and the extreme clarity of 8K resolution makes every delicate filament and pulse of light breathtakingly tangible.", + "seed": 31568, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_9/index_2444_seed_31568_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17108422056771816, + "vlm_logprob": -0.17108422056771816, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.17108422056771816, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0711720883846283 + ], + "opposite_logprob_tokens": [ + -2.696171998977661 + ], + "logprob_reward": -0.0711720883846283, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0711720883846283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4636533558368683, + 0.05187509208917618, + 0.03395339101552963, + 0.04405990615487099, + 0.04757295921444893, + 0.04130217060446739, + 0.06305313855409622, + 0.0812084823846817, + 0.1414915919303894, + 0.03182990849018097 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0711720883846283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003627151483669877 + ], + "opposite_logprob_tokens": [ + -5.628627300262451 + ], + "logprob_reward": -0.003627151483669877, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003627151483669877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12298225611448288, + 0.15253068506717682, + 0.1165432259440422, + 0.18057307600975037, + 0.08352851867675781, + 0.06621909141540527, + 0.0508161298930645, + 0.09458041191101074, + 0.09802936762571335, + 0.03419733792543411 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.003627151483669877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10350348055362701, + 0.0606611892580986, + 0.1153077483177185, + 0.10020974278450012, + 0.1040196418762207, + 0.07104978710412979, + 0.1368228942155838, + 0.158762127161026, + 0.06797433644533157, + 0.08168903738260269 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.008648204617202282 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202821999788284 + ], + "opposite_logprob_tokens": [ + -4.26420259475708 + ], + "logprob_reward": -0.014202821999788284, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202821999788284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22217300534248352, + 0.07547937333583832, + 0.08103793114423752, + 0.12239977717399597, + 0.09025305509567261, + 0.06684128195047379, + 0.08036048710346222, + 0.07013633847236633, + 0.14610300958156586, + 0.045215755701065063 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.014202821999788284 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.757770836353302 + ], + "opposite_logprob_tokens": [ + -0.632770836353302 + ], + "logprob_reward": -0.757770836353302, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.757770836353302, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19453701376914978, + 0.08934257924556732, + 0.049861617386341095, + 0.10872486233711243, + 0.06127697601914406, + 0.07753203809261322, + 0.1546998918056488, + 0.08225422352552414, + 0.13328348100185394, + 0.048487260937690735 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.757770836353302 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, mesmerizing medium close-up, rendered in ultra-detailed 8K, captures a profoundly serene scene in the abyssal depths of the ocean. The background is a boundless expanse of pure black, broken only by sparse, slowly drifting marine snow, creating a sense of immense depth and isolation. A massive, translucent jellyfish hovers perfectly in the center of the frame, its bell, a delicate glassy dome, pulsating with a slow, hypnotic rhythm, revealing a subtle, intricate network of its internal structure. From beneath the bell, its countless long tentacles begin to calmly unfurl, movements gracefully unfolding with the deliberate care of a ballet. As they unfold, a vibrant, otherworldly bioluminescence flows through them like electricity through a filament, causing them to glow in ever-changing hues of sapphire and ethereal violet. These threadlike tentacles extend downward, trailing into the darkness, their movement creating gentle, swaying patterns in the void. The creature, the sole source of light, casts a soft, cool glow that illuminates the waters around it, creating a stark and beautiful contrast with the abyss. The atmosphere is filled with quiet mystery and profound awe, and the extreme clarity of 8K resolution makes every delicate filament and pulse of light breathtakingly tangible.", + "seed": 31569, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_9/index_2444_seed_31569_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20606968011707066, + "vlm_logprob": -0.20606968011707066, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.20606968011707066, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34999921917915344 + ], + "opposite_logprob_tokens": [ + -1.224999189376831 + ], + "logprob_reward": -0.34999921917915344, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34999921917915344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13207979500293732, + 0.11532819271087646, + 0.05351349338889122, + 0.1973368227481842, + 0.12548328936100006, + 0.05120997875928879, + 0.052166279405355453, + 0.06022432819008827, + 0.15793533623218536, + 0.05472256615757942 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.34999921917915344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008656240999698639 + ], + "opposite_logprob_tokens": [ + -4.758656024932861 + ], + "logprob_reward": -0.008656240999698639, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008656240999698639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06246476247906685, + 0.06567800045013428, + 0.02939666621387005, + 0.34433749318122864, + 0.12300106137990952, + 0.032599933445453644, + 0.10355961322784424, + 0.18092785775661469, + 0.0380839966237545, + 0.01995057426393032 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.008656240999698639 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550539337098598 + ], + "opposite_logprob_tokens": [ + -4.387550354003906 + ], + "logprob_reward": -0.012550539337098598, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550539337098598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07191762328147888, + 0.14896759390830994, + 0.03260544314980507, + 0.41351979970932007, + 0.10726050287485123, + 0.018356479704380035, + 0.04780834540724754, + 0.03838040307164192, + 0.05010206252336502, + 0.07108175754547119 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.012550539337098598 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635815367102623 + ], + "opposite_logprob_tokens": [ + -3.651358127593994 + ], + "logprob_reward": -0.02635815367102623, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635815367102623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0768854022026062, + 0.18756946921348572, + 0.06252425163984299, + 0.22236528992652893, + 0.17559780180454254, + 0.032801445573568344, + 0.07517839223146439, + 0.052479539066553116, + 0.05551350861787796, + 0.05908498167991638 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.02635815367102623 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327842473983765 + ], + "opposite_logprob_tokens": [ + -0.7577842473983765 + ], + "logprob_reward": -0.6327842473983765, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327842473983765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11729200929403305, + 0.16017504036426544, + 0.06368036568164825, + 0.2530866861343384, + 0.11086217314004898, + 0.039836253970861435, + 0.039174072444438934, + 0.04873525723814964, + 0.07242656499147415, + 0.0947316512465477 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.6327842473983765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mesmerizing medium close-up, rendered in ultra-detailed 8K, captures a profoundly serene scene in the abyssal depths of the ocean. The background is a boundless expanse of pure black, broken only by sparse, slowly drifting marine snow, creating a sense of immense depth and isolation. A massive, translucent jellyfish hovers perfectly in the center of the frame, its bell, a delicate glassy dome, pulsating with a slow, hypnotic rhythm, revealing a subtle, intricate network of its internal structure. From beneath the bell, its countless long tentacles begin to calmly unfurl, movements gracefully unfolding with the deliberate care of a ballet. As they unfold, a vibrant, otherworldly bioluminescence flows through them like electricity through a filament, causing them to glow in ever-changing hues of sapphire and ethereal violet. These threadlike tentacles extend downward, trailing into the darkness, their movement creating gentle, swaying patterns in the void. The creature, the sole source of light, casts a soft, cool glow that illuminates the waters around it, creating a stark and beautiful contrast with the abyss. The atmosphere is filled with quiet mystery and profound awe, and the extreme clarity of 8K resolution makes every delicate filament and pulse of light breathtakingly tangible.", + "seed": 31570, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_9/index_2444_seed_31570_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12987110540270805, + "vlm_logprob": -0.12987110540270805, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.12987110540270805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1809849590063095 + ], + "opposite_logprob_tokens": [ + -1.8059849739074707 + ], + "logprob_reward": -0.1809849590063095, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1809849590063095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09527628123760223, + 0.13789422810077667, + 0.1911381334066391, + 0.06439569592475891, + 0.03623151406645775, + 0.07250294089317322, + 0.09357725828886032, + 0.09342274069786072, + 0.17780126631259918, + 0.03775990009307861 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.1809849590063095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036346344277262688 + ], + "opposite_logprob_tokens": [ + -5.628634452819824 + ], + "logprob_reward": -0.0036346344277262688, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036346344277262688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3134242296218872, + 0.1377645879983902, + 0.07503098249435425, + 0.06940510123968124, + 0.08497754484415054, + 0.08432821929454803, + 0.08321382850408554, + 0.042846426367759705, + 0.05689387023448944, + 0.05211525037884712 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0036346344277262688 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553482316434383 + ], + "opposite_logprob_tokens": [ + -4.387553691864014 + ], + "logprob_reward": -0.012553482316434383, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553482316434383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20600247383117676, + 0.17189264297485352, + 0.059111032634973526, + 0.043277591466903687, + 0.15236464142799377, + 0.03350043296813965, + 0.0873585119843483, + 0.037778619676828384, + 0.06301688402891159, + 0.1456971913576126 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.012553482316434383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330298162996769 + ], + "opposite_logprob_tokens": [ + -3.7733030319213867 + ], + "logprob_reward": -0.02330298162996769, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330298162996769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08770707994699478, + 0.17999832332134247, + 0.15792123973369598, + 0.05420798063278198, + 0.03863326087594032, + 0.044479914009571075, + 0.1645045280456543, + 0.08109820634126663, + 0.11740799248218536, + 0.07404143363237381 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.02330298162996769 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288794696331024 + ], + "opposite_logprob_tokens": [ + -1.0538794994354248 + ], + "logprob_reward": -0.4288794696331024, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288794696331024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07801758497953415, + 0.07243901491165161, + 0.05728298798203468, + 0.07076749205589294, + 0.03355361521244049, + 0.06565691530704498, + 0.1286046802997589, + 0.1956762969493866, + 0.12812530994415283, + 0.16987603902816772 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.4288794696331024 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mesmerizing medium close-up, rendered in ultra-detailed 8K, captures a profoundly serene scene in the abyssal depths of the ocean. The background is a boundless expanse of pure black, broken only by sparse, slowly drifting marine snow, creating a sense of immense depth and isolation. A massive, translucent jellyfish hovers perfectly in the center of the frame, its bell, a delicate glassy dome, pulsating with a slow, hypnotic rhythm, revealing a subtle, intricate network of its internal structure. From beneath the bell, its countless long tentacles begin to calmly unfurl, movements gracefully unfolding with the deliberate care of a ballet. As they unfold, a vibrant, otherworldly bioluminescence flows through them like electricity through a filament, causing them to glow in ever-changing hues of sapphire and ethereal violet. These threadlike tentacles extend downward, trailing into the darkness, their movement creating gentle, swaying patterns in the void. The creature, the sole source of light, casts a soft, cool glow that illuminates the waters around it, creating a stark and beautiful contrast with the abyss. The atmosphere is filled with quiet mystery and profound awe, and the extreme clarity of 8K resolution makes every delicate filament and pulse of light breathtakingly tangible.", + "seed": 31571, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000100/group_9/index_2444_seed_31571_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16954017095267773, + "vlm_logprob": -0.16954017095267773, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.16954017095267773, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47612786293029785 + ], + "opposite_logprob_tokens": [ + -0.9761278629302979 + ], + "logprob_reward": -0.47612786293029785, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47612786293029785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06571954488754272, + 0.11902416497468948, + 0.14707763493061066, + 0.017921950668096542, + 0.043987855315208435, + 0.1661226451396942, + 0.06560727953910828, + 0.08827025443315506, + 0.21894171833992004, + 0.06732694059610367 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.47612786293029785 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005273598246276379 + ], + "opposite_logprob_tokens": [ + -5.255273818969727 + ], + "logprob_reward": -0.005273598246276379, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005273598246276379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1755935400724411, + 0.05161455646157265, + 0.2839808464050293, + 0.06794051080942154, + 0.029087921604514122, + 0.03956092894077301, + 0.11711258441209793, + 0.03219953179359436, + 0.1619967222213745, + 0.04091283306479454 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.005273598246276379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979651790112257 + ], + "opposite_logprob_tokens": [ + -4.634796619415283 + ], + "logprob_reward": -0.00979651790112257, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979651790112257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0895693451166153, + 0.025235531851649284, + 0.2961421310901642, + 0.06780169159173965, + 0.05413324758410454, + 0.08483096957206726, + 0.07374319434165955, + 0.06997236609458923, + 0.12142360955476761, + 0.11714793741703033 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.00979651790112257 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430765300989151 + ], + "opposite_logprob_tokens": [ + -3.168076515197754 + ], + "logprob_reward": -0.0430765300989151, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430765300989151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18375365436077118, + 0.07858777791261673, + 0.09815909713506699, + 0.038727056235075, + 0.02422908879816532, + 0.11380143463611603, + 0.10303357243537903, + 0.12292098253965378, + 0.17342126369476318, + 0.06336608529090881 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0430765300989151 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the abyssal depths of the ocean with a background of pure black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, translucent jellyfish with a glassy dome bell visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish's tentacles glow with bioluminescence in hues of sapphire and ethereal violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the jellyfish the sole source of light, casting a soft cool glow that illuminates the surrounding water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static medium close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31342634558677673 + ], + "opposite_logprob_tokens": [ + -1.3134263753890991 + ], + "logprob_reward": -0.31342634558677673, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31342634558677673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1517629474401474, + 0.13461259007453918, + 0.15831613540649414, + 0.04899631068110466, + 0.05304393544793129, + 0.08234895020723343, + 0.058406438678503036, + 0.05501367151737213, + 0.21721769869327545, + 0.04028132185339928 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.31342634558677673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000116/group_0/index_6284_seed_23811_dp_0_rank_0_sample_0_slot_0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000116/group_0/index_6284_seed_23811_dp_0_rank_0_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..13500ae2bcd132cb52e6e8c2269b145d04bc1c5d --- /dev/null +++ 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Its complex metal structure, thermal insulation tiles, and dense network of pipes create an overwhelming industrial aesthetic, with parts of the surface still blackened by soot. In an instant, a blinding white spark erupts from the nozzle's center. Immediately, a dense column of fire, composed of a blazing white core and swirling orange-yellow flames, erupts violently. This unstoppable torrent of energy rapidly expands, crashing down and completely engulfing the concrete launch platform below. The flames violently impact the rough-hewn guide ducts, sending sparks flying through the sky, while billowing white steam and gray smoke billow out from all sides, rapidly filling the frame. The dazzling light of this raw power illuminates every metallic detail of the engine, casting violently dancing shadows. The entire frame vibrates violently with the immense energy release, creating an awe-inspiring atmosphere of raw power and technological wonder.", + "seed": 27430, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_10/index_6300_seed_27430_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.048893946513999254, + "vlm_logprob": -0.048893946513999254, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.048893946513999254, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012586680240929127 + ], + "opposite_logprob_tokens": [ + -4.51258659362793 + ], + "logprob_reward": -0.012586680240929127, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012586680240929127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02945394441485405, + 0.10937909781932831, + 0.02435234747827053, + 0.5999079942703247, + 0.014661294408142567, + 0.040405601263046265, + 0.11185845732688904, + 0.027131494134664536, + 0.021683691069483757, + 0.02116605080664158 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.012586680240929127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22563734650611877 + ], + "opposite_logprob_tokens": [ + -1.6006373167037964 + ], + "logprob_reward": -0.22563734650611877, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22563734650611877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027398617938160896, + 0.1548372060060501, + 0.028641125187277794, + 0.6678386330604553, + 0.02225671149790287, + 0.03135993331670761, + 0.028515256941318512, + 0.014286293648183346, + 0.010978600941598415, + 0.013887638226151466 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.22563734650611877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031969649717211723 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.0031969649717211723, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031969649717211723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10032220929861069, + 0.04561522603034973, + 0.05062824487686157, + 0.5947997570037842, + 0.043734803795814514, + 0.040599025785923004, + 0.026759937405586243, + 0.03297030180692673, + 0.03903080150485039, + 0.025539636611938477 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0031969649717211723 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005604841862805188 + ], + "opposite_logprob_tokens": [ + -7.500560283660889 + ], + "logprob_reward": -0.0005604841862805188, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005604841862805188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046319473534822464, + 0.06666143983602524, + 0.043804462999105453, + 0.3344394862651825, + 0.08518411219120026, + 0.11375094950199127, + 0.12548305094242096, + 0.1130819097161293, + 0.039047811180353165, + 0.03222733736038208 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.0005604841862805188 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024882566649466753 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024882566649466753, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024882566649466753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019300395622849464, + 0.040420833975076675, + 0.046136680990457535, + 0.5866261124610901, + 0.017886346206068993, + 0.0328168123960495, + 0.04364057257771492, + 0.1143556609749794, + 0.04317710921168327, + 0.05563955754041672 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.0024882566649466753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, shot from an extremely low angle, almost touching the ground, focuses on a massive rocket engine nozzle. Its complex metal structure, thermal insulation tiles, and dense network of pipes create an overwhelming industrial aesthetic, with parts of the surface still blackened by soot. In an instant, a blinding white spark erupts from the nozzle's center. Immediately, a dense column of fire, composed of a blazing white core and swirling orange-yellow flames, erupts violently. This unstoppable torrent of energy rapidly expands, crashing down and completely engulfing the concrete launch platform below. The flames violently impact the rough-hewn guide ducts, sending sparks flying through the sky, while billowing white steam and gray smoke billow out from all sides, rapidly filling the frame. The dazzling light of this raw power illuminates every metallic detail of the engine, casting violently dancing shadows. The entire frame vibrates violently with the immense energy release, creating an awe-inspiring atmosphere of raw power and technological wonder.", + "seed": 27431, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_10/index_6300_seed_27431_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029228478914592414, + "vlm_logprob": -0.029228478914592414, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.029228478914592414, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014478622004389763 + ], + "opposite_logprob_tokens": [ + -4.38947868347168 + ], + "logprob_reward": -0.014478622004389763, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014478622004389763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06675711274147034, + 0.0385146327316761, + 0.3257941007614136, + 0.011766084469854832, + 0.03266305848956108, + 0.0548551082611084, + 0.39259254932403564, + 0.019048267975449562, + 0.031438592821359634, + 0.026570487767457962 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.014478622004389763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711335718631744 + ], + "opposite_logprob_tokens": [ + -2.1271133422851562 + ], + "logprob_reward": -0.12711335718631744, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711335718631744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13713496923446655, + 0.06749927997589111, + 0.15421859920024872, + 0.05340471863746643, + 0.06332556903362274, + 0.055569425225257874, + 0.32445111870765686, + 0.031620707362890244, + 0.06842778623104095, + 0.04434783384203911 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.12711335718631744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017188312485814095 + ], + "opposite_logprob_tokens": [ + -6.376718997955322 + ], + "logprob_reward": -0.0017188312485814095, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017188312485814095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056330371648073196, + 0.043111950159072876, + 0.4201851785182953, + 0.023844877257943153, + 0.08914751559495926, + 0.04144604504108429, + 0.15600086748600006, + 0.04541850462555885, + 0.08387956023216248, + 0.0406351163983345 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.0017188312485814095 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006344689172692597 + ], + "opposite_logprob_tokens": [ + -7.375634670257568 + ], + "logprob_reward": -0.0006344689172692597, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006344689172692597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1618955284357071, + 0.034015800803899765, + 0.08778543770313263, + 0.06848595291376114, + 0.08146335184574127, + 0.28506118059158325, + 0.048046767711639404, + 0.050954658538103104, + 0.1290995478630066, + 0.05319179221987724 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.0006344689172692597 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021971152164041996 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021971152164041996, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021971152164041996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04836217314004898, + 0.031865544617176056, + 0.14171336591243744, + 0.026320930570364, + 0.14853179454803467, + 0.13448713719844818, + 0.057502783834934235, + 0.07490532845258713, + 0.11993710696697235, + 0.21637384593486786 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.0021971152164041996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, shot from an extremely low angle, almost touching the ground, focuses on a massive rocket engine nozzle. Its complex metal structure, thermal insulation tiles, and dense network of pipes create an overwhelming industrial aesthetic, with parts of the surface still blackened by soot. In an instant, a blinding white spark erupts from the nozzle's center. Immediately, a dense column of fire, composed of a blazing white core and swirling orange-yellow flames, erupts violently. This unstoppable torrent of energy rapidly expands, crashing down and completely engulfing the concrete launch platform below. The flames violently impact the rough-hewn guide ducts, sending sparks flying through the sky, while billowing white steam and gray smoke billow out from all sides, rapidly filling the frame. The dazzling light of this raw power illuminates every metallic detail of the engine, casting violently dancing shadows. The entire frame vibrates violently with the immense energy release, creating an awe-inspiring atmosphere of raw power and technological wonder.", + "seed": 27432, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_10/index_6300_seed_27432_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031810529879294336, + "vlm_logprob": -0.031810529879294336, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.031810529879294336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007456330116838217 + ], + "opposite_logprob_tokens": [ + -5.382456302642822 + ], + "logprob_reward": -0.007456330116838217, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.007456330116838217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4440743923187256, + 0.1773911863565445, + 0.020214669406414032, + 0.10647030174732208, + 0.050417665392160416, + 0.03602245822548866, + 0.025662356987595558, + 0.019968464970588684, + 0.0767752006649971, + 0.04300331324338913 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.007456330116838217 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285512268543243 + ], + "opposite_logprob_tokens": [ + -2.017855167388916 + ], + "logprob_reward": -0.14285512268543243, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285512268543243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38463377952575684, + 0.22827860713005066, + 0.0551844947040081, + 0.06643297523260117, + 0.0644885003566742, + 0.026778453961014748, + 0.020429329946637154, + 0.0796232670545578, + 0.051642272621393204, + 0.02250836417078972 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.14285512268543243 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011872155591845512 + ], + "opposite_logprob_tokens": [ + -6.751187324523926 + ], + "logprob_reward": -0.0011872155591845512, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011872155591845512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1684257835149765, + 0.22156298160552979, + 0.09725689142942429, + 0.17667290568351746, + 0.10933104902505875, + 0.05699601396918297, + 0.03583695739507675, + 0.041540857404470444, + 0.044704608619213104, + 0.04767197370529175 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0011872155591845512 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008166077313944697 + ], + "opposite_logprob_tokens": [ + -7.125816822052002 + ], + "logprob_reward": -0.0008166077313944697, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008166077313944697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3707364499568939, + 0.1391018182039261, + 0.06406600028276443, + 0.1292308121919632, + 0.07391303032636642, + 0.03691607341170311, + 0.04005106911063194, + 0.03640473261475563, + 0.03378353640437126, + 0.07579655200242996 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0008166077313944697 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737373303622007 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737373303622007, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737373303622007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21287202835083008, + 0.14149141311645508, + 0.03802608326077461, + 0.0806937888264656, + 0.1082243099808693, + 0.04542204365134239, + 0.07917208224534988, + 0.06746692210435867, + 0.06956453621387482, + 0.15706674754619598 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.006737373303622007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot, shot from an extremely low angle, almost touching the ground, focuses on a massive rocket engine nozzle. Its complex metal structure, thermal insulation tiles, and dense network of pipes create an overwhelming industrial aesthetic, with parts of the surface still blackened by soot. In an instant, a blinding white spark erupts from the nozzle's center. Immediately, a dense column of fire, composed of a blazing white core and swirling orange-yellow flames, erupts violently. This unstoppable torrent of energy rapidly expands, crashing down and completely engulfing the concrete launch platform below. The flames violently impact the rough-hewn guide ducts, sending sparks flying through the sky, while billowing white steam and gray smoke billow out from all sides, rapidly filling the frame. The dazzling light of this raw power illuminates every metallic detail of the engine, casting violently dancing shadows. The entire frame vibrates violently with the immense energy release, creating an awe-inspiring atmosphere of raw power and technological wonder.", + "seed": 27433, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_10/index_6300_seed_27433_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08184902532957494, + "vlm_logprob": -0.08184902532957494, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.08184902532957494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1623697131872177 + ], + "opposite_logprob_tokens": [ + -1.912369728088379 + ], + "logprob_reward": -0.1623697131872177, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1623697131872177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5934562087059021, + 0.08537531644105911, + 0.07796380668878555, + 0.07082748413085938, + 0.008651567623019218, + 0.03829345479607582, + 0.0209147110581398, + 0.02437879517674446, + 0.0439060814678669, + 0.03623262047767639 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.1623697131872177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20167917013168335 + ], + "opposite_logprob_tokens": [ + -1.7016792297363281 + ], + "logprob_reward": -0.20167917013168335, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20167917013168335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2231629341840744, + 0.17209254205226898, + 0.10843402147293091, + 0.05594877898693085, + 0.04016506299376488, + 0.07399491220712662, + 0.04440407082438469, + 0.1130528450012207, + 0.07986633479595184, + 0.08887851983308792 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.20167917013168335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828984290361404 + ], + "opposite_logprob_tokens": [ + -3.5298290252685547 + ], + "logprob_reward": -0.029828984290361404, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828984290361404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49034473299980164, + 0.11229752749204636, + 0.05486791208386421, + 0.043425124138593674, + 0.012229091487824917, + 0.04521534591913223, + 0.012317896820604801, + 0.1346719115972519, + 0.05821073427796364, + 0.03641976788640022 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.029828984290361404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028248426970094442 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028248426970094442, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028248426970094442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6330984234809875, + 0.09363440424203873, + 0.0488811731338501, + 0.022300733253359795, + 0.017526209354400635, + 0.03503584861755371, + 0.03468380868434906, + 0.02232973463833332, + 0.0319196954369545, + 0.0605899915099144 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0028248426970094442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive rocket engine nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle extremely low, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the nozzle show complex metal structure, thermal insulation tiles, and soot-blackened surfaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a blinding white spark erupt from the nozzle center followed by a dense column of fire with a white core and orange-yellow flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do billowing white steam and gray smoke rapidly fill the frame while the frame vibrates violently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542416341602802 + ], + "opposite_logprob_tokens": [ + -4.387542247772217 + ], + "logprob_reward": -0.012542416341602802, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542416341602802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5193236470222473, + 0.0695752277970314, + 0.047797974199056625, + 0.01714506931602955, + 0.013672862201929092, + 0.03052324429154396, + 0.04571062698960304, + 0.04696837440133095, + 0.03951077163219452, + 0.16977225244045258 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.012542416341602802 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_5/index_tensor([945, 945])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_5/index_tensor([945, 945])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d6d5491e280577de1644a9e3062481886e5291c4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_5/index_tensor([945, 945])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angled medium shot frames a scene steeped in the minimalist elegance of traditional Japanese ink painting. A delicate watering can, crafted from antique bronze, displaying a soft patina and subtle emerald green, rests atop a meticulously cultivated potted pine. The tree, with its gnarled, ancient-looking trunk and dense, deep-green needles, sits within a simple, unadorned ceramic pot. Against a dark wooden surface, a soft, out-of-focus gray hue recalls the empty space of an ink scroll. In mesmerizing slow motion, a perfectly spherical drop of clear water deliberately oozes from the pot's slender spout, suspended for a gestational moment, reflecting diffuse light, before beginning its graceful descent. As the drop contacts the dark, damp soil, it erupts with a silent, beautiful splash, instantly transforming into a shimmering, liquid golden ink that radiates outward in a breathtaking corona. Its brilliant metallic sheen contrasts starkly and beautifully with the scene's otherwise muted, earthy palette, infusing it with a moment of profound, contemplative magic.", + "seed": 24623, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_5/index_945_seed_24623_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10142877474427223, + "vlm_logprob": -0.10142877474427223, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.10142877474427223, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023641949519515038 + ], + "opposite_logprob_tokens": [ + -4.898642063140869 + ], + "logprob_reward": -0.023641949519515038, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.023641949519515038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11757112294435501, + 0.18721888959407806, + 0.1582680195569992, + 0.10605567693710327, + 0.08340431749820709, + 0.1364184021949768, + 0.02705572172999382, + 0.04578466713428497, + 0.08625759929418564, + 0.05196559801697731 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.023641949519515038 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870616853237152 + ], + "opposite_logprob_tokens": [ + -1.1370617151260376 + ], + "logprob_reward": -0.3870616853237152, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870616853237152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10369853675365448, + 0.28699859976768494, + 0.06272520124912262, + 0.18341048061847687, + 0.10389158129692078, + 0.06578325480222702, + 0.04376305267214775, + 0.05708553269505501, + 0.05772089585661888, + 0.034922897815704346 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.3870616853237152 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207147613167763 + ], + "opposite_logprob_tokens": [ + -2.8120715618133545 + ], + "logprob_reward": -0.06207147613167763, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207147613167763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22385792434215546, + 0.06739473342895508, + 0.0674239844083786, + 0.029358142986893654, + 0.031163053587079048, + 0.23186059296131134, + 0.03932540863752365, + 0.04885873198509216, + 0.21623611450195312, + 0.0445212796330452 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.06207147613167763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075330898165703 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075330898165703, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075330898165703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10669191181659698, + 0.05023723468184471, + 0.05496790632605553, + 0.13186481595039368, + 0.0927765965461731, + 0.2716025710105896, + 0.03543548658490181, + 0.1367480307817459, + 0.0802660882472992, + 0.03940940648317337 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.011075330898165703 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293431848287582 + ], + "opposite_logprob_tokens": [ + -3.7732934951782227 + ], + "logprob_reward": -0.023293431848287582, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293431848287582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07163520157337189, + 0.057214219123125076, + 0.038200195878744125, + 0.0768895074725151, + 0.07243969291448593, + 0.04328291490674019, + 0.04969639331102371, + 0.2668437361717224, + 0.2933351695537567, + 0.03046296536922455 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.023293431848287582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot frames a scene steeped in the minimalist elegance of traditional Japanese ink painting. A delicate watering can, crafted from antique bronze, displaying a soft patina and subtle emerald green, rests atop a meticulously cultivated potted pine. The tree, with its gnarled, ancient-looking trunk and dense, deep-green needles, sits within a simple, unadorned ceramic pot. Against a dark wooden surface, a soft, out-of-focus gray hue recalls the empty space of an ink scroll. In mesmerizing slow motion, a perfectly spherical drop of clear water deliberately oozes from the pot's slender spout, suspended for a gestational moment, reflecting diffuse light, before beginning its graceful descent. As the drop contacts the dark, damp soil, it erupts with a silent, beautiful splash, instantly transforming into a shimmering, liquid golden ink that radiates outward in a breathtaking corona. Its brilliant metallic sheen contrasts starkly and beautifully with the scene's otherwise muted, earthy palette, infusing it with a moment of profound, contemplative magic.", + "seed": 24624, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_5/index_945_seed_24624_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13702764511108398, + "vlm_logprob": -0.13702764511108398, + "vlm_yes_no_margin": 2.550000011920929, + "vlm_token_credit": -0.13702764511108398, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024998415261507034 + ], + "opposite_logprob_tokens": [ + -4.399998188018799 + ], + "logprob_reward": -0.024998415261507034, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.024998415261507034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25441741943359375, + 0.08674928545951843, + 0.04198860377073288, + 0.0730307549238205, + 0.13247627019882202, + 0.07070787250995636, + 0.19601938128471375, + 0.046748872846364975, + 0.038856010884046555, + 0.059005528688430786 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.024998415261507034 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38707250356674194 + ], + "opposite_logprob_tokens": [ + -1.1370725631713867 + ], + "logprob_reward": -0.38707250356674194, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38707250356674194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3323739469051361, + 0.11324235051870346, + 0.06563083082437515, + 0.07413627207279205, + 0.1033247783780098, + 0.04723377898335457, + 0.1204175278544426, + 0.05504579842090607, + 0.04045678302645683, + 0.0481378547847271 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.38707250356674194 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037409007549286 + ], + "opposite_logprob_tokens": [ + -1.9103740453720093 + ], + "logprob_reward": -0.16037409007549286, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037409007549286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2544116675853729, + 0.10749836266040802, + 0.04343622177839279, + 0.08932273089885712, + 0.10710155218839645, + 0.0567457489669323, + 0.2543047368526459, + 0.03268411383032799, + 0.032274745404720306, + 0.02222016267478466 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.16037409007549286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370178863406181 + ], + "opposite_logprob_tokens": [ + -3.4087018966674805 + ], + "logprob_reward": -0.03370178863406181, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370178863406181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19375759363174438, + 0.06537555158138275, + 0.07507316768169403, + 0.07076487690210342, + 0.1284717172384262, + 0.14474335312843323, + 0.19421426951885223, + 0.06215370446443558, + 0.038867633789777756, + 0.02657812274992466 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.03370178863406181 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899142801761627 + ], + "opposite_logprob_tokens": [ + -2.578991413116455 + ], + "logprob_reward": -0.07899142801761627, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899142801761627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08998842537403107, + 0.046030193567276, + 0.06520964205265045, + 0.04004861041903496, + 0.045273132622241974, + 0.05000234767794609, + 0.5842103362083435, + 0.04990997165441513, + 0.01699308305978775, + 0.012334216386079788 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.07899142801761627 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot frames a scene steeped in the minimalist elegance of traditional Japanese ink painting. A delicate watering can, crafted from antique bronze, displaying a soft patina and subtle emerald green, rests atop a meticulously cultivated potted pine. The tree, with its gnarled, ancient-looking trunk and dense, deep-green needles, sits within a simple, unadorned ceramic pot. Against a dark wooden surface, a soft, out-of-focus gray hue recalls the empty space of an ink scroll. In mesmerizing slow motion, a perfectly spherical drop of clear water deliberately oozes from the pot's slender spout, suspended for a gestational moment, reflecting diffuse light, before beginning its graceful descent. As the drop contacts the dark, damp soil, it erupts with a silent, beautiful splash, instantly transforming into a shimmering, liquid golden ink that radiates outward in a breathtaking corona. Its brilliant metallic sheen contrasts starkly and beautifully with the scene's otherwise muted, earthy palette, infusing it with a moment of profound, contemplative magic.", + "seed": 24625, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_5/index_945_seed_24625_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08766644801944494, + "vlm_logprob": -0.08766644801944494, + "vlm_yes_no_margin": 3.249999976158142, + "vlm_token_credit": -0.08766644801944494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031535807996988297 + ], + "opposite_logprob_tokens": [ + -5.281535625457764 + ], + "logprob_reward": -0.031535807996988297, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.031535807996988297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21603360772132874, + 0.08643075823783875, + 0.08022920787334442, + 0.06775323301553726, + 0.03280008211731911, + 0.1043078675866127, + 0.12413894385099411, + 0.10552392154932022, + 0.07406798005104065, + 0.10871437937021255 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.031535807996988297 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255772203207016 + ], + "opposite_logprob_tokens": [ + -1.6005772352218628 + ], + "logprob_reward": -0.2255772203207016, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255772203207016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13840830326080322, + 0.0965833067893982, + 0.08847329765558243, + 0.051973115652799606, + 0.05386893078684807, + 0.1587655246257782, + 0.08210892230272293, + 0.1929122656583786, + 0.09679648280143738, + 0.04010985419154167 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.2255772203207016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308783635497093 + ], + "opposite_logprob_tokens": [ + -3.1680877208709717 + ], + "logprob_reward": -0.04308783635497093, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308783635497093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11814560741186142, + 0.08111108839511871, + 0.045099567621946335, + 0.07010818272829056, + 0.059741005301475525, + 0.1616220325231552, + 0.12146739661693573, + 0.20698748528957367, + 0.09834091365337372, + 0.037376727908849716 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.04308783635497093 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107827853411436 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.01107827853411436, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107827853411436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16044439375400543, + 0.07334867864847183, + 0.144098162651062, + 0.026459336280822754, + 0.06702005863189697, + 0.07975131273269653, + 0.09493792802095413, + 0.20765863358974457, + 0.0901261493563652, + 0.05615535378456116 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.01107827853411436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705309689044952 + ], + "opposite_logprob_tokens": [ + -2.1270530223846436 + ], + "logprob_reward": -0.12705309689044952, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12705309689044952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15090137720108032, + 0.07725699245929718, + 0.12819744646549225, + 0.03893877565860748, + 0.06516800075769424, + 0.1110401526093483, + 0.055129870772361755, + 0.21469606459140778, + 0.10250475257635117, + 0.056166552007198334 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.12705309689044952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot frames a scene steeped in the minimalist elegance of traditional Japanese ink painting. A delicate watering can, crafted from antique bronze, displaying a soft patina and subtle emerald green, rests atop a meticulously cultivated potted pine. The tree, with its gnarled, ancient-looking trunk and dense, deep-green needles, sits within a simple, unadorned ceramic pot. Against a dark wooden surface, a soft, out-of-focus gray hue recalls the empty space of an ink scroll. In mesmerizing slow motion, a perfectly spherical drop of clear water deliberately oozes from the pot's slender spout, suspended for a gestational moment, reflecting diffuse light, before beginning its graceful descent. As the drop contacts the dark, damp soil, it erupts with a silent, beautiful splash, instantly transforming into a shimmering, liquid golden ink that radiates outward in a breathtaking corona. Its brilliant metallic sheen contrasts starkly and beautifully with the scene's otherwise muted, earthy palette, infusing it with a moment of profound, contemplative magic.", + "seed": 24626, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000121/group_5/index_945_seed_24626_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1415171232074499, + "vlm_logprob": -0.1415171232074499, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.1415171232074499, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023587577044963837 + ], + "opposite_logprob_tokens": [ + -4.398587703704834 + ], + "logprob_reward": -0.023587577044963837, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.023587577044963837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16973789036273956, + 0.1850767433643341, + 0.10852686315774918, + 0.06710857152938843, + 0.08943267166614532, + 0.040336500853300095, + 0.15898998081684113, + 0.03200630843639374, + 0.07336577028036118, + 0.07541865855455399 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.023587577044963837 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799117624759674 + ], + "opposite_logprob_tokens": [ + -1.804911732673645 + ], + "logprob_reward": -0.1799117624759674, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799117624759674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30128297209739685, + 0.1661364883184433, + 0.07125750929117203, + 0.04791650176048279, + 0.07994020730257034, + 0.08050554245710373, + 0.038159336894750595, + 0.05980990082025528, + 0.06477010995149612, + 0.09022146463394165 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.1799117624759674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561603784561157 + ], + "opposite_logprob_tokens": [ + -1.6006159782409668 + ], + "logprob_reward": -0.22561603784561157, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561603784561157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24309632182121277, + 0.07120302319526672, + 0.11686763912439346, + 0.05620943382382393, + 0.15801267325878143, + 0.0846322551369667, + 0.028666691854596138, + 0.06312451511621475, + 0.057836420834064484, + 0.12035094946622849 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.22561603784561157 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350608095526695 + ], + "opposite_logprob_tokens": [ + -3.651350498199463 + ], + "logprob_reward": -0.026350608095526695, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350608095526695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13410931825637817, + 0.18537341058254242, + 0.08246885985136032, + 0.10443820059299469, + 0.09248942136764526, + 0.04343251883983612, + 0.07009124010801315, + 0.06705667823553085, + 0.055628836154937744, + 0.16491158306598663 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.026350608095526695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in a static, slightly high-angled medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Japanese ink painting (minimalist elegance)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a watering can made of antique bronze with a soft patina and subtle emerald green visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a perfectly spherical drop of clear water ooze from the pot's spout in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the water drop transform into shimmering liquid golden ink upon hitting the soil?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211963057518005 + ], + "opposite_logprob_tokens": [ + -1.5021196603775024 + ], + "logprob_reward": -0.25211963057518005, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211963057518005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18847320973873138, + 0.07790856808423996, + 0.07244539260864258, + 0.07491238415241241, + 0.06881300359964371, + 0.05233806371688843, + 0.04682144895195961, + 0.08280520141124725, + 0.1417909413576126, + 0.19369180500507355 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.25211963057518005 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_0/index_tensor([1410, 1410])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_0/index_tensor([1410, 1410])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fd7ce201ec07ed21409625320fa97b1d54350a16 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_0/index_tensor([1410, 1410])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An eye-level tracking shot traces a perfectly parallel path along a flawless, liquid-chrome bullet train, its sleek, seamless body defined by sensual, aerodynamic curves. As the train slows with silent, magnetic grace, the camera maintains a steady pace, gliding into a vast, cavernous, futuristic station comprised of soaring, organically shaped columns and translucent platforms. The train's mirrored surface acts as a flawless, moving canvas, reflecting the station's intricate, neon-lit architecture in impeccable, surreal detail; vibrant streaks of electric blue, fuchsia, and cyan twist and flow across its polished surface. As the train slows to a near stop, the distorted reflections of the architecture stretch and then compress, creating a mesmerizing, liquid-like visual effect. Every detail is rendered with the meticulous precision of an airbrush, capturing the sleek, sensual lines and incredible high-gloss metallic sheen that characterize Sorayama's signature style, evoking an atmosphere of cool, technological perfection and a unique, futuristic sensuality.", + "seed": 31397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_0/index_1410_seed_31397_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07280168756842613, + "vlm_logprob": -0.07280168756842613, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.07280168756842613, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07028987258672714 + ], + "opposite_logprob_tokens": [ + -2.6952898502349854 + ], + "logprob_reward": -0.07028987258672714, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07028987258672714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17231358587741852, + 0.09334562718868256, + 0.08080539852380753, + 0.013332435861229897, + 0.012863553129136562, + 0.04665626958012581, + 0.03650491684675217, + 0.012462467886507511, + 0.023491911590099335, + 0.5082238912582397 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.07028987258672714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634391542524099 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.007634391542524099, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634391542524099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4498845636844635, + 0.04760407656431198, + 0.013855413533747196, + 0.013751267455518246, + 0.03132941573858261, + 0.012553103268146515, + 0.01588425412774086, + 0.010747193358838558, + 0.02242026850581169, + 0.3819703757762909 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.007634391542524099 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211137533187866 + ], + "opposite_logprob_tokens": [ + -1.5021114349365234 + ], + "logprob_reward": -0.25211137533187866, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211137533187866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22493499517440796, + 0.12675034999847412, + 0.0348285473883152, + 0.046509113162755966, + 0.0600753128528595, + 0.044080499559640884, + 0.06692337989807129, + 0.03801875561475754, + 0.04419761896133423, + 0.3136815130710602 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.25211137533187866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634515054523945 + ], + "opposite_logprob_tokens": [ + -3.6513452529907227 + ], + "logprob_reward": -0.02634515054523945, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634515054523945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02818777784705162, + 0.04429573193192482, + 0.01518902275711298, + 0.020312616601586342, + 0.11583568155765533, + 0.07155267149209976, + 0.018802620470523834, + 0.01605597697198391, + 0.017959728837013245, + 0.6518082022666931 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.02634515054523945 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627647835761309 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627647835761309, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627647835761309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.560853123664856, + 0.043477341532707214, + 0.03146515414118767, + 0.051659341901540756, + 0.07453415542840958, + 0.039342161267995834, + 0.033123038709163666, + 0.07437405735254288, + 0.03453230485320091, + 0.05663933977484703 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.007627647835761309 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level tracking shot traces a perfectly parallel path along a flawless, liquid-chrome bullet train, its sleek, seamless body defined by sensual, aerodynamic curves. As the train slows with silent, magnetic grace, the camera maintains a steady pace, gliding into a vast, cavernous, futuristic station comprised of soaring, organically shaped columns and translucent platforms. The train's mirrored surface acts as a flawless, moving canvas, reflecting the station's intricate, neon-lit architecture in impeccable, surreal detail; vibrant streaks of electric blue, fuchsia, and cyan twist and flow across its polished surface. As the train slows to a near stop, the distorted reflections of the architecture stretch and then compress, creating a mesmerizing, liquid-like visual effect. Every detail is rendered with the meticulous precision of an airbrush, capturing the sleek, sensual lines and incredible high-gloss metallic sheen that characterize Sorayama's signature style, evoking an atmosphere of cool, technological perfection and a unique, futuristic sensuality.", + "seed": 31398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_0/index_1410_seed_31398_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07383843110874296, + "vlm_logprob": -0.07383843110874296, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.07383843110874296, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021201053634285927 + ], + "opposite_logprob_tokens": [ + -3.8962011337280273 + ], + "logprob_reward": -0.021201053634285927, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021201053634285927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47778594493865967, + 0.02574845403432846, + 0.07258635014295578, + 0.02771865949034691, + 0.055129945278167725, + 0.10116610676050186, + 0.031046148389577866, + 0.028978941962122917, + 0.07957473397254944, + 0.1002647876739502 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.021201053634285927 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953910294920206 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.005953910294920206, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953910294920206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6857323050498962, + 0.06316779553890228, + 0.03398369997739792, + 0.027094854041934013, + 0.018967457115650177, + 0.024198951199650764, + 0.02188771404325962, + 0.05186829715967178, + 0.041055627167224884, + 0.03204333782196045 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005953910294920206 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343358755111694 + ], + "opposite_logprob_tokens": [ + -1.3134336471557617 + ], + "logprob_reward": -0.31343358755111694, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343358755111694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43306267261505127, + 0.0651983991265297, + 0.04071881249547005, + 0.02802376262843609, + 0.03643307834863663, + 0.0868031233549118, + 0.07054334133863449, + 0.10228581726551056, + 0.06212955713272095, + 0.07480143755674362 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.31343358755111694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535471469163895 + ], + "opposite_logprob_tokens": [ + -4.387535572052002 + ], + "logprob_reward": -0.012535471469163895, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535471469163895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20757761597633362, + 0.10606387257575989, + 0.04408404976129532, + 0.06612906605005264, + 0.044655200093984604, + 0.20337769389152527, + 0.05431336164474487, + 0.17575056850910187, + 0.05837808549404144, + 0.039670515805482864 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.012535471469163895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606813259422779 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.01606813259422779, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606813259422779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3675067722797394, + 0.06539901345968246, + 0.05758704990148544, + 0.08718729764223099, + 0.09919184446334839, + 0.13307878375053406, + 0.06569571793079376, + 0.05876157432794571, + 0.02951214835047722, + 0.03607983887195587 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.01606813259422779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level tracking shot traces a perfectly parallel path along a flawless, liquid-chrome bullet train, its sleek, seamless body defined by sensual, aerodynamic curves. As the train slows with silent, magnetic grace, the camera maintains a steady pace, gliding into a vast, cavernous, futuristic station comprised of soaring, organically shaped columns and translucent platforms. The train's mirrored surface acts as a flawless, moving canvas, reflecting the station's intricate, neon-lit architecture in impeccable, surreal detail; vibrant streaks of electric blue, fuchsia, and cyan twist and flow across its polished surface. As the train slows to a near stop, the distorted reflections of the architecture stretch and then compress, creating a mesmerizing, liquid-like visual effect. Every detail is rendered with the meticulous precision of an airbrush, capturing the sleek, sensual lines and incredible high-gloss metallic sheen that characterize Sorayama's signature style, evoking an atmosphere of cool, technological perfection and a unique, futuristic sensuality.", + "seed": 31399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_0/index_1410_seed_31399_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2482321357820183, + "vlm_logprob": -0.2482321357820183, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.2482321357820183, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038719870150089264 + ], + "opposite_logprob_tokens": [ + -3.288719892501831 + ], + "logprob_reward": -0.038719870150089264, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038719870150089264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07978326827287674, + 0.10727834701538086, + 0.06467338651418686, + 0.07697403430938721, + 0.19458167254924774, + 0.055553942918777466, + 0.10786910355091095, + 0.2148168832063675, + 0.04809672385454178, + 0.0503726489841938 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.038719870150089264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420564204454422 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.01420564204454422, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420564204454422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11119280755519867, + 0.12517517805099487, + 0.08649098873138428, + 0.12260015308856964, + 0.0917435884475708, + 0.04109112173318863, + 0.12743331491947174, + 0.07167177647352219, + 0.16167381405830383, + 0.06092720106244087 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.01420564204454422 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370660066604614 + ], + "opposite_logprob_tokens": [ + -0.38706597685813904 + ], + "logprob_reward": -1.1370660066604614, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370660066604614, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03377493843436241, + 0.03980870917439461, + 0.029278313741087914, + 0.057738106697797775, + 0.16310426592826843, + 0.09913865476846695, + 0.055668532848358154, + 0.4583646059036255, + 0.03632621094584465, + 0.026797713711857796 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -1.1370660066604614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048675671219825745 + ], + "opposite_logprob_tokens": [ + -3.048675775527954 + ], + "logprob_reward": -0.048675671219825745, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048675671219825745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15754754841327667, + 0.10170873999595642, + 0.14415690302848816, + 0.14528681337833405, + 0.07354191690683365, + 0.05847390368580818, + 0.05508914217352867, + 0.07602350413799286, + 0.05687006190419197, + 0.1313013881444931 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.048675671219825745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002493488835170865 + ], + "opposite_logprob_tokens": [ + -6.002493381500244 + ], + "logprob_reward": -0.002493488835170865, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002493488835170865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06468063592910767, + 0.053224608302116394, + 0.07318621873855591, + 0.08320462703704834, + 0.0882142037153244, + 0.08508045226335526, + 0.13554854691028595, + 0.2139209657907486, + 0.14713142812252045, + 0.05580831691622734 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.002493488835170865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An eye-level tracking shot traces a perfectly parallel path along a flawless, liquid-chrome bullet train, its sleek, seamless body defined by sensual, aerodynamic curves. As the train slows with silent, magnetic grace, the camera maintains a steady pace, gliding into a vast, cavernous, futuristic station comprised of soaring, organically shaped columns and translucent platforms. The train's mirrored surface acts as a flawless, moving canvas, reflecting the station's intricate, neon-lit architecture in impeccable, surreal detail; vibrant streaks of electric blue, fuchsia, and cyan twist and flow across its polished surface. As the train slows to a near stop, the distorted reflections of the architecture stretch and then compress, creating a mesmerizing, liquid-like visual effect. Every detail is rendered with the meticulous precision of an airbrush, capturing the sleek, sensual lines and incredible high-gloss metallic sheen that characterize Sorayama's signature style, evoking an atmosphere of cool, technological perfection and a unique, futuristic sensuality.", + "seed": 31400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_0/index_1410_seed_31400_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06273062261752785, + "vlm_logprob": -0.06273062261752785, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.06273062261752785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07054740935564041 + ], + "opposite_logprob_tokens": [ + -2.695547342300415 + ], + "logprob_reward": -0.07054740935564041, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07054740935564041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07596638053655624, + 0.06531320512294769, + 0.07774586230516434, + 0.07637017220258713, + 0.05966687947511673, + 0.040867820382118225, + 0.07015051692724228, + 0.44564902782440186, + 0.023695403710007668, + 0.06457473337650299 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.07054740935564041 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260079633444548 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005260079633444548, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260079633444548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02570488676428795, + 0.039307378232479095, + 0.04848393425345421, + 0.03513156995177269, + 0.04349735751748085, + 0.02268831990659237, + 0.30482614040374756, + 0.3705235719680786, + 0.03459350764751434, + 0.07524328678846359 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.005260079633444548 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557665407657623 + ], + "opposite_logprob_tokens": [ + -1.600576639175415 + ], + "logprob_reward": -0.22557665407657623, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557665407657623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09957532584667206, + 0.07701734453439713, + 0.04795079305768013, + 0.051159657537937164, + 0.10168268531560898, + 0.10980290174484253, + 0.09210215508937836, + 0.276140421628952, + 0.05041266232728958, + 0.09415607899427414 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.22557665407657623 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778810665011406 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009778810665011406, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778810665011406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06630681455135345, + 0.05625472590327263, + 0.14222285151481628, + 0.12123490124940872, + 0.2301454097032547, + 0.042010869830846786, + 0.05011071264743805, + 0.22510528564453125, + 0.030116617679595947, + 0.036491844803094864 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.009778810665011406 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a bullet train with a sleek, seamless body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train's surface liquid-chrome with a high-gloss metallic sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the train slow down while the camera maintains a steady, parallel tracking pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic station with organically shaped columns and translucent platforms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do vibrant streaks of electric blue, fuchsia, and cyan reflect on the train's surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024901593569666147 + ], + "opposite_logprob_tokens": [ + -6.002490043640137 + ], + "logprob_reward": -0.0024901593569666147, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024901593569666147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041716404259204865, + 0.09291534125804901, + 0.05571308732032776, + 0.04231775179505348, + 0.05884380266070366, + 0.03857461363077164, + 0.2437361776828766, + 0.2367669641971588, + 0.04228230193257332, + 0.14713360369205475 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.0024901593569666147 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_1/index_tensor([226, 226])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_1/index_tensor([226, 226])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..834c6b2f171d951d57d8d4a68a781f9f64ba6dcf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_1/index_tensor([226, 226])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in stunning slow motion with a static camera, this extreme close-up focuses on a pool of pristine, opaque white milk in a shallow, minimalist white bowl. From the top of the frame, a vibrant ruby-red gelatin dessert steadily descends, molded into a classic fluted shape with a shimmering, high-gloss finish. As its lower edge touches the perfectly still milk surface, dimples appear in a fraction of a second before erupting upward in a breathtaking, elegant corona. Individual droplets and delicate tendrils of white milk arc outward, suspended in the air, each pearly globule perfectly formed against a clean, out-of-focus, neutral background. A bright, diffused studio backlight illuminates the translucent gelatin from behind, giving it the glow of an inner flame while capturing the top of the milky white splash. The scene is a high-contrast study in color and texture, the vibrant red dessert starkly juxtaposed against the pure white liquid, creating a visual atmosphere of clean, dynamic beauty that is captivating and deeply satisfying.", + "seed": 26179, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_1/index_226_seed_26179_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07668060222640634, + "vlm_logprob": -0.07668060222640634, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.07668060222640634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014752467162907124 + ], + "opposite_logprob_tokens": [ + -4.389752388000488 + ], + "logprob_reward": -0.014752467162907124, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014752467162907124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32379427552223206, + 0.10517018288373947, + 0.0943245142698288, + 0.17634356021881104, + 0.06404271721839905, + 0.039080481976270676, + 0.042485833168029785, + 0.05052950605750084, + 0.04606987535953522, + 0.058159105479717255 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.014752467162907124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007654739078134298 + ], + "opposite_logprob_tokens": [ + -4.882654666900635 + ], + "logprob_reward": -0.007654739078134298, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007654739078134298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27484533190727234, + 0.09873288124799728, + 0.10435029864311218, + 0.11202845722436905, + 0.029794689267873764, + 0.037779662758111954, + 0.041431181132793427, + 0.07839912176132202, + 0.08085449039936066, + 0.14178386330604553 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.007654739078134298 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25218909978866577 + ], + "opposite_logprob_tokens": [ + -1.5021891593933105 + ], + "logprob_reward": -0.25218909978866577, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25218909978866577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30757948756217957, + 0.1023431196808815, + 0.13559547066688538, + 0.19393953680992126, + 0.05251839756965637, + 0.05192432552576065, + 0.0448930561542511, + 0.0248382817953825, + 0.032330140471458435, + 0.05403827503323555 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.25218909978866577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900387048721313 + ], + "opposite_logprob_tokens": [ + -2.5790038108825684 + ], + "logprob_reward": -0.07900387048721313, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900387048721313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2406596690416336, + 0.09878843277692795, + 0.08963541686534882, + 0.14616408944129944, + 0.03614349663257599, + 0.03257327154278755, + 0.11485908925533295, + 0.10411546379327774, + 0.06511963158845901, + 0.07194136083126068 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.07900387048721313 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980283461511135 + ], + "opposite_logprob_tokens": [ + -3.5298027992248535 + ], + "logprob_reward": -0.02980283461511135, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980283461511135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18089766800403595, + 0.11485414952039719, + 0.08292180299758911, + 0.258257657289505, + 0.04717346653342247, + 0.049659982323646545, + 0.073455311357975, + 0.0567963644862175, + 0.059790920466184616, + 0.07619272917509079 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.02980283461511135 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in stunning slow motion with a static camera, this extreme close-up focuses on a pool of pristine, opaque white milk in a shallow, minimalist white bowl. From the top of the frame, a vibrant ruby-red gelatin dessert steadily descends, molded into a classic fluted shape with a shimmering, high-gloss finish. As its lower edge touches the perfectly still milk surface, dimples appear in a fraction of a second before erupting upward in a breathtaking, elegant corona. Individual droplets and delicate tendrils of white milk arc outward, suspended in the air, each pearly globule perfectly formed against a clean, out-of-focus, neutral background. A bright, diffused studio backlight illuminates the translucent gelatin from behind, giving it the glow of an inner flame while capturing the top of the milky white splash. The scene is a high-contrast study in color and texture, the vibrant red dessert starkly juxtaposed against the pure white liquid, creating a visual atmosphere of clean, dynamic beauty that is captivating and deeply satisfying.", + "seed": 26180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_1/index_226_seed_26180_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1854752153158188, + "vlm_logprob": -0.1854752153158188, + "vlm_yes_no_margin": 3.049999976158142, + "vlm_token_credit": -0.1854752153158188, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013053794391453266 + ], + "opposite_logprob_tokens": [ + -4.513053894042969 + ], + "logprob_reward": -0.013053794391453266, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013053794391453266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02779039740562439, + 0.016744285821914673, + 0.02389839105308056, + 0.02348983846604824, + 0.07940834015607834, + 0.32755571603775024, + 0.44404348731040955, + 0.02922236919403076, + 0.008944391272962093, + 0.01890280656516552 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.013053794391453266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005974411033093929 + ], + "opposite_logprob_tokens": [ + -5.130974292755127 + ], + "logprob_reward": -0.005974411033093929, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005974411033093929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06934649497270584, + 0.023406315594911575, + 0.011832620948553085, + 0.015962358564138412, + 0.041653044521808624, + 0.2887689769268036, + 0.49347400665283203, + 0.019596222788095474, + 0.010756049305200577, + 0.025203963741660118 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.005974411033093929 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7579435706138611 + ], + "opposite_logprob_tokens": [ + -0.6329435706138611 + ], + "logprob_reward": -0.7579435706138611, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7579435706138611, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06324362754821777, + 0.025889458134770393, + 0.017782453447580338, + 0.03689474239945412, + 0.05667346343398094, + 0.20006632804870605, + 0.5473016500473022, + 0.00788792222738266, + 0.02061339095234871, + 0.02364693395793438 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.7579435706138611 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710201740264893 + ], + "opposite_logprob_tokens": [ + -2.1271018981933594 + ], + "logprob_reward": -0.12710201740264893, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12710201740264893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05548757687211037, + 0.024011539295315742, + 0.025162115693092346, + 0.06766457855701447, + 0.01521871704608202, + 0.18479342758655548, + 0.5671504735946655, + 0.005485338158905506, + 0.035778846591711044, + 0.01924739219248295 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.12710201740264893 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302283138036728 + ], + "opposite_logprob_tokens": [ + -3.7733023166656494 + ], + "logprob_reward": -0.023302283138036728, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302283138036728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025495976209640503, + 0.024893468245863914, + 0.027155524119734764, + 0.07175982743501663, + 0.04908152297139168, + 0.04637974128127098, + 0.6802695989608765, + 0.01086015347391367, + 0.022069504484534264, + 0.0420345775783062 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.023302283138036728 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in stunning slow motion with a static camera, this extreme close-up focuses on a pool of pristine, opaque white milk in a shallow, minimalist white bowl. From the top of the frame, a vibrant ruby-red gelatin dessert steadily descends, molded into a classic fluted shape with a shimmering, high-gloss finish. As its lower edge touches the perfectly still milk surface, dimples appear in a fraction of a second before erupting upward in a breathtaking, elegant corona. Individual droplets and delicate tendrils of white milk arc outward, suspended in the air, each pearly globule perfectly formed against a clean, out-of-focus, neutral background. A bright, diffused studio backlight illuminates the translucent gelatin from behind, giving it the glow of an inner flame while capturing the top of the milky white splash. The scene is a high-contrast study in color and texture, the vibrant red dessert starkly juxtaposed against the pure white liquid, creating a visual atmosphere of clean, dynamic beauty that is captivating and deeply satisfying.", + "seed": 26181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_1/index_226_seed_26181_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2564902283251286, + "vlm_logprob": -0.2564902283251286, + "vlm_yes_no_margin": 2.699999988079071, + "vlm_token_credit": -0.2564902283251286, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023831237107515335 + ], + "opposite_logprob_tokens": [ + -3.8988311290740967 + ], + "logprob_reward": -0.023831237107515335, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023831237107515335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18701951205730438, + 0.13804428279399872, + 0.09219968318939209, + 0.06040157377719879, + 0.19295644760131836, + 0.1616779863834381, + 0.0630001425743103, + 0.02489238791167736, + 0.0262757558375597, + 0.0535321906208992 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.023831237107515335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012577615678310394 + ], + "opposite_logprob_tokens": [ + -4.387577533721924 + ], + "logprob_reward": -0.012577615678310394, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012577615678310394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08584471046924591, + 0.06552340090274811, + 0.08114082366228104, + 0.17407795786857605, + 0.2037660777568817, + 0.058962929993867874, + 0.19702008366584778, + 0.04724761098623276, + 0.025669336318969727, + 0.06074710190296173 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.012577615678310394 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371984481811523 + ], + "opposite_logprob_tokens": [ + -0.38719838857650757 + ], + "logprob_reward": -1.1371984481811523, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.1371984481811523, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12000742554664612, + 0.25260603427886963, + 0.08490695059299469, + 0.1494644582271576, + 0.10952991992235184, + 0.07511347532272339, + 0.04898159205913544, + 0.03688637539744377, + 0.04592273384332657, + 0.07658099383115768 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -1.1371984481811523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903394848108292 + ], + "opposite_logprob_tokens": [ + -2.579033851623535 + ], + "logprob_reward": -0.07903394848108292, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903394848108292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14188367128372192, + 0.2224135845899582, + 0.07389923930168152, + 0.11362393945455551, + 0.12817272543907166, + 0.10404467582702637, + 0.09579543024301529, + 0.046572986990213394, + 0.02833818644285202, + 0.045255523175001144 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.07903394848108292 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809892177581787 + ], + "opposite_logprob_tokens": [ + -3.5298099517822266 + ], + "logprob_reward": -0.029809892177581787, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809892177581787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1631161868572235, + 0.1881285309791565, + 0.08399234712123871, + 0.1109539270401001, + 0.1032889187335968, + 0.07002502679824829, + 0.06935881823301315, + 0.04922657459974289, + 0.06590254604816437, + 0.09600705653429031 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.029809892177581787 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in stunning slow motion with a static camera, this extreme close-up focuses on a pool of pristine, opaque white milk in a shallow, minimalist white bowl. From the top of the frame, a vibrant ruby-red gelatin dessert steadily descends, molded into a classic fluted shape with a shimmering, high-gloss finish. As its lower edge touches the perfectly still milk surface, dimples appear in a fraction of a second before erupting upward in a breathtaking, elegant corona. Individual droplets and delicate tendrils of white milk arc outward, suspended in the air, each pearly globule perfectly formed against a clean, out-of-focus, neutral background. A bright, diffused studio backlight illuminates the translucent gelatin from behind, giving it the glow of an inner flame while capturing the top of the milky white splash. The scene is a high-contrast study in color and texture, the vibrant red dessert starkly juxtaposed against the pure white liquid, creating a visual atmosphere of clean, dynamic beauty that is captivating and deeply satisfying.", + "seed": 26182, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_1/index_226_seed_26182_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3524217760190368, + "vlm_logprob": -0.3524217760190368, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.3524217760190368, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019563226029276848 + ], + "opposite_logprob_tokens": [ + -4.0195631980896 + ], + "logprob_reward": -0.019563226029276848, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019563226029276848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05648626759648323, + 0.5869569778442383, + 0.12282245606184006, + 0.05652505159378052, + 0.024662934243679047, + 0.015089942142367363, + 0.05994030088186264, + 0.024142039939761162, + 0.0348481684923172, + 0.01852588728070259 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.019563226029276848 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005970382131636143 + ], + "opposite_logprob_tokens": [ + -5.130970478057861 + ], + "logprob_reward": -0.005970382131636143, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005970382131636143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050934866070747375, + 0.674525260925293, + 0.06974304467439651, + 0.015154184773564339, + 0.034651122987270355, + 0.048042457550764084, + 0.03656184673309326, + 0.01806964911520481, + 0.020738011226058006, + 0.03157952055335045 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.005970382131636143 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4064258337020874 + ], + "opposite_logprob_tokens": [ + -0.281425803899765 + ], + "logprob_reward": -1.4064258337020874, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4064258337020874, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24362154304981232, + 0.45941492915153503, + 0.04912889376282692, + 0.07479194551706314, + 0.05323370173573494, + 0.06206774711608887, + 0.016662638634443283, + 0.014082998037338257, + 0.010625706985592842, + 0.016369886696338654 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -1.4064258337020874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28146082162857056 + ], + "opposite_logprob_tokens": [ + -1.4064607620239258 + ], + "logprob_reward": -0.28146082162857056, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28146082162857056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17201097309589386, + 0.45368093252182007, + 0.04141285642981529, + 0.08242303133010864, + 0.056009288877248764, + 0.07541754841804504, + 0.029666882008314133, + 0.03823944553732872, + 0.03712617605924606, + 0.014012915082275867 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.28146082162857056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a ruby-red gelatin dessert in a white bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the gelatin dessert have a fluted shape with a shimmering, high-gloss finish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gelatin descend from the top of the frame and touch the surface of the white milk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do dimples appear in the milk surface followed by an upward eruption of a corona and arcing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a bright, diffused studio backlight creating a glow on the gelatin?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486886166036129 + ], + "opposite_logprob_tokens": [ + -3.0486886501312256 + ], + "logprob_reward": -0.0486886166036129, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486886166036129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2496153861284256, + 0.43494343757629395, + 0.09550093859434128, + 0.03815671429038048, + 0.04112491384148598, + 0.05163457617163658, + 0.012519845739006996, + 0.029627716168761253, + 0.014674323610961437, + 0.03220216929912567 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0486886166036129 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_10/index_tensor([597, 597])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_10/index_tensor([597, 597])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..803b9072cace523e4ab397f57ad6bbe5bbce470a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_10/index_tensor([597, 597])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle shot, shot slightly from above, follows a young character skateboarding in a city park bowl. Bright afternoon sunlight filters through the surrounding trees, casting dappled shadows across the smooth gray concrete surface. The skater is clad in a remarkably ornate caravan-style cape, embroidered with intricate bohemian patterns in gold and turquoise, against a deep purple background, and trimmed with flowing fringe. As he zips down one side of the bowl and reaches the curved edge on the other, he decisively launches himself into the air, his entire body unfurling in the air, his vast cape unfurling behind him like a pair of iridescent wings, a moment captured with power and beauty. A broad, effortless smile adorns his face, his dark brown curls, slightly tousled by the wind. Then, with amazing balance, he landed on the skateboard steadily, his feet bent to absorb the impact, his movements smooth and confident, and the colorful wheels of the skateboard covered with graffiti stickers continued to roll rapidly under his feet. The whole scene was filled with a vibrant sense of freedom and pure joy.", + "seed": 3385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_10/index_597_seed_3385_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16765908077359198, + "vlm_logprob": -0.16765908077359198, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.16765908077359198, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07270287722349167 + ], + "opposite_logprob_tokens": [ + -2.8227028846740723 + ], + "logprob_reward": -0.07270287722349167, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07270287722349167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15715879201889038, + 0.13357530534267426, + 0.10668651759624481, + 0.20237679779529572, + 0.08964581787586212, + 0.03734361380338669, + 0.05216169357299805, + 0.04997970536351204, + 0.1278546154499054, + 0.04321717098355293 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.07270287722349167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499672144651413 + ], + "opposite_logprob_tokens": [ + -2.9299967288970947 + ], + "logprob_reward": -0.05499672144651413, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499672144651413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34712132811546326, + 0.19811828434467316, + 0.044816676527261734, + 0.033146440982818604, + 0.046742044389247894, + 0.027099760249257088, + 0.04562138020992279, + 0.04328540340065956, + 0.13009858131408691, + 0.08395009487867355 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.05499672144651413 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543123215436935 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543123215436935, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543123215436935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16568689048290253, + 0.18387530744075775, + 0.07413393259048462, + 0.05025322735309601, + 0.10499820113182068, + 0.04359918460249901, + 0.06890981644392014, + 0.12952664494514465, + 0.09113762527704239, + 0.08787920325994492 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.012543123215436935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934191584587097 + ], + "opposite_logprob_tokens": [ + -0.6934191584587097 + ], + "logprob_reward": -0.6934191584587097, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934191584587097, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21371090412139893, + 0.21724453568458557, + 0.08063448965549469, + 0.07187982648611069, + 0.04201221466064453, + 0.04066864773631096, + 0.0777827575802803, + 0.06350307911634445, + 0.11985212564468384, + 0.07271145284175873 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.6934191584587097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633523523807526 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633523523807526, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633523523807526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13485735654830933, + 0.09548606723546982, + 0.11966504901647568, + 0.056704189628362656, + 0.04270976036787033, + 0.05903191491961479, + 0.03074081614613533, + 0.19311626255512238, + 0.2220669537782669, + 0.04562164098024368 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.004633523523807526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot, shot slightly from above, follows a young character skateboarding in a city park bowl. Bright afternoon sunlight filters through the surrounding trees, casting dappled shadows across the smooth gray concrete surface. The skater is clad in a remarkably ornate caravan-style cape, embroidered with intricate bohemian patterns in gold and turquoise, against a deep purple background, and trimmed with flowing fringe. As he zips down one side of the bowl and reaches the curved edge on the other, he decisively launches himself into the air, his entire body unfurling in the air, his vast cape unfurling behind him like a pair of iridescent wings, a moment captured with power and beauty. A broad, effortless smile adorns his face, his dark brown curls, slightly tousled by the wind. Then, with amazing balance, he landed on the skateboard steadily, his feet bent to absorb the impact, his movements smooth and confident, and the colorful wheels of the skateboard covered with graffiti stickers continued to roll rapidly under his feet. The whole scene was filled with a vibrant sense of freedom and pure joy.", + "seed": 3386, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_10/index_597_seed_3386_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18796766102313994, + "vlm_logprob": -0.18796766102313994, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.18796766102313994, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07407614588737488 + ], + "opposite_logprob_tokens": [ + -3.0740761756896973 + ], + "logprob_reward": -0.07407614588737488, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.07407614588737488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08770155906677246, + 0.1261063814163208, + 0.0720597580075264, + 0.01956654153764248, + 0.5878463983535767, + 0.016350243240594864, + 0.029467245563864708, + 0.023238562047481537, + 0.009058191440999508, + 0.02860509790480137 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.07407614588737488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373809531331062 + ], + "opposite_logprob_tokens": [ + -3.408738136291504 + ], + "logprob_reward": -0.03373809531331062, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373809531331062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09739387035369873, + 0.014197450131177902, + 0.05098608881235123, + 0.02055455930531025, + 0.6026332974433899, + 0.015389607287943363, + 0.019025593996047974, + 0.11490306258201599, + 0.010150600224733353, + 0.05476592853665352 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.03373809531331062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097638186067343 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097638186067343, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097638186067343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1987781971693039, + 0.041686978191137314, + 0.04583708196878433, + 0.04340936616063118, + 0.4967808425426483, + 0.022460151463747025, + 0.026517612859606743, + 0.07307463139295578, + 0.013023200444877148, + 0.03843194246292114 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.004097638186067343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262171149253845 + ], + "opposite_logprob_tokens": [ + -0.5762171149253845 + ], + "logprob_reward": -0.8262171149253845, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262171149253845, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19359630346298218, + 0.23596949875354767, + 0.1514415591955185, + 0.06618311256170273, + 0.18368420004844666, + 0.022252967581152916, + 0.04446403682231903, + 0.03449355065822601, + 0.02026624046266079, + 0.047648560255765915 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.8262171149253845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017093108035624027 + ], + "opposite_logprob_tokens": [ + -6.376709461212158 + ], + "logprob_reward": -0.0017093108035624027, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017093108035624027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26087790727615356, + 0.02352728135883808, + 0.12574820220470428, + 0.04245466738939285, + 0.43423792719841003, + 0.03734536096453667, + 0.021226199343800545, + 0.02576717920601368, + 0.006079304497689009, + 0.02273593097925186 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0017093108035624027 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot, shot slightly from above, follows a young character skateboarding in a city park bowl. Bright afternoon sunlight filters through the surrounding trees, casting dappled shadows across the smooth gray concrete surface. The skater is clad in a remarkably ornate caravan-style cape, embroidered with intricate bohemian patterns in gold and turquoise, against a deep purple background, and trimmed with flowing fringe. As he zips down one side of the bowl and reaches the curved edge on the other, he decisively launches himself into the air, his entire body unfurling in the air, his vast cape unfurling behind him like a pair of iridescent wings, a moment captured with power and beauty. A broad, effortless smile adorns his face, his dark brown curls, slightly tousled by the wind. Then, with amazing balance, he landed on the skateboard steadily, his feet bent to absorb the impact, his movements smooth and confident, and the colorful wheels of the skateboard covered with graffiti stickers continued to roll rapidly under his feet. The whole scene was filled with a vibrant sense of freedom and pure joy.", + "seed": 3387, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_10/index_597_seed_3387_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10780790830031037, + "vlm_logprob": -0.10780790830031037, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.10780790830031037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08531741052865982 + ], + "opposite_logprob_tokens": [ + -2.710317373275757 + ], + "logprob_reward": -0.08531741052865982, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08531741052865982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22885936498641968, + 0.07991059124469757, + 0.06635348498821259, + 0.1602560430765152, + 0.10170691460371017, + 0.19481003284454346, + 0.0579308345913887, + 0.031500283628702164, + 0.02545662224292755, + 0.05321590602397919 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.08531741052865982 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821926236152649 + ], + "opposite_logprob_tokens": [ + -4.018219470977783 + ], + "logprob_reward": -0.01821926236152649, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821926236152649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17604058980941772, + 0.1302533894777298, + 0.08549926429986954, + 0.10909655690193176, + 0.17809315025806427, + 0.12328188866376877, + 0.07830502837896347, + 0.0319734551012516, + 0.02268872782588005, + 0.06476791203022003 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.01821926236152649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040968069806694984 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.0040968069806694984, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040968069806694984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11160591244697571, + 0.06038041412830353, + 0.04839330539107323, + 0.37934422492980957, + 0.15394559502601624, + 0.038936033844947815, + 0.044574908912181854, + 0.033904239535331726, + 0.020064275711774826, + 0.10885117202997208 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0040968069806694984 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289216101169586 + ], + "opposite_logprob_tokens": [ + -1.0539215803146362 + ], + "logprob_reward": -0.4289216101169586, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289216101169586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14142616093158722, + 0.2378690242767334, + 0.2171391248703003, + 0.15711353719234467, + 0.03603769466280937, + 0.07387663424015045, + 0.053598541766405106, + 0.014429845847189426, + 0.024542728438973427, + 0.0439666248857975 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.4289216101169586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248445151373744 + ], + "opposite_logprob_tokens": [ + -6.002484321594238 + ], + "logprob_reward": -0.00248445151373744, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248445151373744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04191350191831589, + 0.07495952397584915, + 0.14905892312526703, + 0.17817842960357666, + 0.07709462195634842, + 0.3610425591468811, + 0.029176775366067886, + 0.046244196593761444, + 0.02330060489475727, + 0.01903088204562664 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.00248445151373744 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle shot, shot slightly from above, follows a young character skateboarding in a city park bowl. Bright afternoon sunlight filters through the surrounding trees, casting dappled shadows across the smooth gray concrete surface. The skater is clad in a remarkably ornate caravan-style cape, embroidered with intricate bohemian patterns in gold and turquoise, against a deep purple background, and trimmed with flowing fringe. As he zips down one side of the bowl and reaches the curved edge on the other, he decisively launches himself into the air, his entire body unfurling in the air, his vast cape unfurling behind him like a pair of iridescent wings, a moment captured with power and beauty. A broad, effortless smile adorns his face, his dark brown curls, slightly tousled by the wind. Then, with amazing balance, he landed on the skateboard steadily, his feet bent to absorb the impact, his movements smooth and confident, and the colorful wheels of the skateboard covered with graffiti stickers continued to roll rapidly under his feet. The whole scene was filled with a vibrant sense of freedom and pure joy.", + "seed": 3388, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_10/index_597_seed_3388_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15086119575425982, + "vlm_logprob": -0.15086119575425982, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.15086119575425982, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030779171735048294 + ], + "opposite_logprob_tokens": [ + -3.7807791233062744 + ], + "logprob_reward": -0.030779171735048294, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.030779171735048294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13393381237983704, + 0.2855480909347534, + 0.08528728038072586, + 0.06311048567295074, + 0.07772236317396164, + 0.09026184678077698, + 0.03708907216787338, + 0.06442078202962875, + 0.04692746326327324, + 0.11569875478744507 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.030779171735048294 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331695705652237 + ], + "opposite_logprob_tokens": [ + -3.7733168601989746 + ], + "logprob_reward": -0.02331695705652237, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331695705652237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18905073404312134, + 0.13665369153022766, + 0.22569884359836578, + 0.026584962382912636, + 0.06368248909711838, + 0.06911475956439972, + 0.08814699202775955, + 0.05690786615014076, + 0.031005458906292915, + 0.11315423250198364 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02331695705652237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031935188453644514 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031935188453644514, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031935188453644514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17472068965435028, + 0.18822740018367767, + 0.09912789613008499, + 0.23101095855236053, + 0.06843497604131699, + 0.04853874817490578, + 0.0582783967256546, + 0.033620789647102356, + 0.018775446340441704, + 0.07926470786333084 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0031935188453644514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934062838554382 + ], + "opposite_logprob_tokens": [ + -0.6934062838554382 + ], + "logprob_reward": -0.6934062838554382, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934062838554382, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3724229037761688, + 0.06502626836299896, + 0.22764679789543152, + 0.056490134447813034, + 0.04964740574359894, + 0.0582447350025177, + 0.043058086186647415, + 0.0433879978954792, + 0.035140473395586014, + 0.048935163766145706 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.6934062838554382 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking slightly up at the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the skater wearing a caravan-style cape with gold and turquoise bohemian embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the skater launch into the air and unfurl the cape like wings at the curved edge of the bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skateboard's wheels covered with graffiti stickers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a city park bowl with smooth gray concrete and dappled shadows from trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036100472789257765 + ], + "opposite_logprob_tokens": [ + -5.628610134124756 + ], + "logprob_reward": -0.0036100472789257765, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036100472789257765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08628356456756592, + 0.03517623990774155, + 0.0903477668762207, + 0.1797455996274948, + 0.11889728903770447, + 0.08275725692510605, + 0.04469501972198486, + 0.062220148742198944, + 0.1214357241988182, + 0.17844142019748688 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.0036100472789257765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_11/index_tensor([8952, 8952])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_11/index_tensor([8952, 8952])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b4bdb4d25548e554968a24c52bd1611fbcad10ae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_11/index_tensor([8952, 8952])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly advancing shot, beginning from a gentle overhead angle, captures a sharply defined maple leaf, swirling and descending from the sky. A brilliant golden yellow, edged with a caramel-red hue, its surface is not smooth but covered with thick, distinct brushstrokes, as if every inch of color were accumulated from thick layers of oil paint, its veins like delicate lines meticulously drawn with a brush. As it gracefully swirls and sways, the camera steadily and deliberately approaches it, against the backdrop of an artistically rendered, blurred, out-of-focus autumn forest. Its mottled palette of crimson, ochre, and orange creates a shallow depth of field. A ray of warm, slanting afternoon sunlight penetrates the sparse trees, illuminating the falling leaf perfectly, creating flowing highlights that accentuate the unique luster and depth of oil paint. The entire picture is shrouded in a tranquil and poetic atmosphere, with warm gold and amber as the main colors. Every flip of the leaves is like a dynamic oil painting being created, full of vitality, with a fusion of colors, light and shadow, full of a faint melancholy and aesthetic sense about the passage of time.", + "seed": 33382, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_11/index_8952_seed_33382_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024469207832589747, + "vlm_logprob": -0.024469207832589747, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.024469207832589747, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07963243126869202 + ], + "opposite_logprob_tokens": [ + -2.579632520675659 + ], + "logprob_reward": -0.07963243126869202, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07963243126869202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12235424667596817, + 0.043543491512537, + 0.034355279058218, + 0.18933773040771484, + 0.10936795175075531, + 0.055229704827070236, + 0.07437454909086227, + 0.11114734411239624, + 0.19570577144622803, + 0.06458399444818497 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.07963243126869202 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258775316178799 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.005258775316178799, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258775316178799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16289445757865906, + 0.054989710450172424, + 0.05010966211557388, + 0.32767102122306824, + 0.07571719586849213, + 0.06530719995498657, + 0.04844285920262337, + 0.09586073458194733, + 0.06653524190187454, + 0.05247195437550545 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.005258775316178799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633785881102085 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633785881102085, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633785881102085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08564750105142593, + 0.04588712006807327, + 0.03703179210424423, + 0.21813824772834778, + 0.21633031964302063, + 0.04784703254699707, + 0.06727581471204758, + 0.1779550313949585, + 0.07033523172140121, + 0.03355191648006439 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.008633785881102085 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002485997276380658 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.002485997276380658, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002485997276380658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07284708321094513, + 0.04587850719690323, + 0.03655258193612099, + 0.37367892265319824, + 0.11518310755491257, + 0.149545818567276, + 0.04680653661489487, + 0.07730736583471298, + 0.047887109220027924, + 0.03431291878223419 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.002485997276380658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633504942059517 + ], + "opposite_logprob_tokens": [ + -3.6513350009918213 + ], + "logprob_reward": -0.02633504942059517, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633504942059517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09773516654968262, + 0.048299383372068405, + 0.051658451557159424, + 0.17145688831806183, + 0.12985114753246307, + 0.07001609355211258, + 0.028100287541747093, + 0.1963089108467102, + 0.12635383009910583, + 0.08021984249353409 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.02633504942059517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing shot, beginning from a gentle overhead angle, captures a sharply defined maple leaf, swirling and descending from the sky. A brilliant golden yellow, edged with a caramel-red hue, its surface is not smooth but covered with thick, distinct brushstrokes, as if every inch of color were accumulated from thick layers of oil paint, its veins like delicate lines meticulously drawn with a brush. As it gracefully swirls and sways, the camera steadily and deliberately approaches it, against the backdrop of an artistically rendered, blurred, out-of-focus autumn forest. Its mottled palette of crimson, ochre, and orange creates a shallow depth of field. A ray of warm, slanting afternoon sunlight penetrates the sparse trees, illuminating the falling leaf perfectly, creating flowing highlights that accentuate the unique luster and depth of oil paint. The entire picture is shrouded in a tranquil and poetic atmosphere, with warm gold and amber as the main colors. Every flip of the leaves is like a dynamic oil painting being created, full of vitality, with a fusion of colors, light and shadow, full of a faint melancholy and aesthetic sense about the passage of time.", + "seed": 33383, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_11/index_8952_seed_33383_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.011307309591211378, + "vlm_logprob": -0.011307309591211378, + "vlm_yes_no_margin": 4.774999952316284, + "vlm_token_credit": -0.011307309591211378, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01880706660449505 + ], + "opposite_logprob_tokens": [ + -4.0188069343566895 + ], + "logprob_reward": -0.01880706660449505, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01880706660449505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07408034801483154, + 0.038435403257608414, + 0.08285035938024521, + 0.13412530720233917, + 0.4787386357784271, + 0.055289264768362045, + 0.02889564074575901, + 0.016115756705403328, + 0.03737448528409004, + 0.05409480258822441 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.01880706660449505 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076326169073581696 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.0076326169073581696, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076326169073581696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04739280790090561, + 0.03442500904202461, + 0.06881129741668701, + 0.060871951282024384, + 0.4358079731464386, + 0.1964193433523178, + 0.03276491537690163, + 0.032521359622478485, + 0.040079887956380844, + 0.05090542882680893 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.0076326169073581696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605910062789917 + ], + "opposite_logprob_tokens": [ + -4.141058921813965 + ], + "logprob_reward": -0.01605910062789917, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605910062789917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09525784850120544, + 0.038385920226573944, + 0.06709513813257217, + 0.07594428956508636, + 0.3645135462284088, + 0.1276872158050537, + 0.042711105197668076, + 0.08197421580553055, + 0.056863538920879364, + 0.049567144364118576 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.01605910062789917 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015088851796463132 + ], + "opposite_logprob_tokens": [ + -6.501508712768555 + ], + "logprob_reward": -0.0015088851796463132, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015088851796463132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08195408433675766, + 0.1461768001317978, + 0.08208655565977097, + 0.08482057601213455, + 0.31295672059059143, + 0.08181808143854141, + 0.02804134227335453, + 0.05368650332093239, + 0.0942874327301979, + 0.034171897917985916 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.0015088851796463132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528878636658192 + ], + "opposite_logprob_tokens": [ + -4.387528896331787 + ], + "logprob_reward": -0.012528878636658192, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528878636658192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054278358817100525, + 0.031641487032175064, + 0.08284541964530945, + 0.07739249616861343, + 0.2133965939283371, + 0.11538966745138168, + 0.02379060536623001, + 0.12685871124267578, + 0.17890523374080658, + 0.09550146758556366 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.012528878636658192 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing shot, beginning from a gentle overhead angle, captures a sharply defined maple leaf, swirling and descending from the sky. A brilliant golden yellow, edged with a caramel-red hue, its surface is not smooth but covered with thick, distinct brushstrokes, as if every inch of color were accumulated from thick layers of oil paint, its veins like delicate lines meticulously drawn with a brush. As it gracefully swirls and sways, the camera steadily and deliberately approaches it, against the backdrop of an artistically rendered, blurred, out-of-focus autumn forest. Its mottled palette of crimson, ochre, and orange creates a shallow depth of field. A ray of warm, slanting afternoon sunlight penetrates the sparse trees, illuminating the falling leaf perfectly, creating flowing highlights that accentuate the unique luster and depth of oil paint. The entire picture is shrouded in a tranquil and poetic atmosphere, with warm gold and amber as the main colors. Every flip of the leaves is like a dynamic oil painting being created, full of vitality, with a fusion of colors, light and shadow, full of a faint melancholy and aesthetic sense about the passage of time.", + "seed": 33384, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_11/index_8952_seed_33384_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018311048159375787, + "vlm_logprob": -0.018311048159375787, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.018311048159375787, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04932789131999016 + ], + "opposite_logprob_tokens": [ + -3.049327850341797 + ], + "logprob_reward": -0.04932789131999016, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04932789131999016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07226783037185669, + 0.04453946277499199, + 0.05228874087333679, + 0.0157257542014122, + 0.3669353425502777, + 0.07141877710819244, + 0.07331559807062149, + 0.06840702146291733, + 0.18398407101631165, + 0.051117412745952606 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.04932789131999016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648558519780636 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648558519780636, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648558519780636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0837525948882103, + 0.05527352914214134, + 0.038327086716890335, + 0.018933897837996483, + 0.5281408429145813, + 0.03542114421725273, + 0.02772250398993492, + 0.05124131962656975, + 0.05663227289915085, + 0.10455475002527237 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.008648558519780636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071558110415936 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071558110415936, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071558110415936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05683915689587593, + 0.01365343015640974, + 0.034822750836610794, + 0.022387996315956116, + 0.4419346749782562, + 0.028973251581192017, + 0.025884119793772697, + 0.10241926461458206, + 0.1384953111410141, + 0.13459007441997528 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.011071558110415936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019375376868993044 + ], + "opposite_logprob_tokens": [ + -6.251937389373779 + ], + "logprob_reward": -0.0019375376868993044, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019375376868993044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10563395172357559, + 0.12198550254106522, + 0.04945068433880806, + 0.022503051906824112, + 0.08120576292276382, + 0.023070545867085457, + 0.024760892614722252, + 0.05854491889476776, + 0.422603964805603, + 0.09024069458246231 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0019375376868993044 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205696951597929 + ], + "opposite_logprob_tokens": [ + -3.8955698013305664 + ], + "logprob_reward": -0.0205696951597929, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205696951597929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0782640278339386, + 0.09114528447389603, + 0.065102219581604, + 0.051140885800123215, + 0.30206990242004395, + 0.024732805788517, + 0.03728784993290901, + 0.04058225080370903, + 0.22575294971466064, + 0.08392180502414703 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.0205696951597929 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing shot, beginning from a gentle overhead angle, captures a sharply defined maple leaf, swirling and descending from the sky. A brilliant golden yellow, edged with a caramel-red hue, its surface is not smooth but covered with thick, distinct brushstrokes, as if every inch of color were accumulated from thick layers of oil paint, its veins like delicate lines meticulously drawn with a brush. As it gracefully swirls and sways, the camera steadily and deliberately approaches it, against the backdrop of an artistically rendered, blurred, out-of-focus autumn forest. Its mottled palette of crimson, ochre, and orange creates a shallow depth of field. A ray of warm, slanting afternoon sunlight penetrates the sparse trees, illuminating the falling leaf perfectly, creating flowing highlights that accentuate the unique luster and depth of oil paint. The entire picture is shrouded in a tranquil and poetic atmosphere, with warm gold and amber as the main colors. Every flip of the leaves is like a dynamic oil painting being created, full of vitality, with a fusion of colors, light and shadow, full of a faint melancholy and aesthetic sense about the passage of time.", + "seed": 33385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_11/index_8952_seed_33385_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013565222313627601, + "vlm_logprob": -0.013565222313627601, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.013565222313627601, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01302720233798027 + ], + "opposite_logprob_tokens": [ + -4.388027191162109 + ], + "logprob_reward": -0.01302720233798027, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01302720233798027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21458770334720612, + 0.1109788566827774, + 0.176060751080513, + 0.09887753427028656, + 0.03317788988351822, + 0.020404856652021408, + 0.0492795892059803, + 0.021295510232448578, + 0.2602449953556061, + 0.015092389658093452 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.01302720233798027 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041033364832401276 + ], + "opposite_logprob_tokens": [ + -5.504103183746338 + ], + "logprob_reward": -0.0041033364832401276, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041033364832401276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1193821057677269, + 0.0616920106112957, + 0.03976409137248993, + 0.04945199564099312, + 0.06347250193357468, + 0.016103506088256836, + 0.012939109466969967, + 0.017650723457336426, + 0.6040670871734619, + 0.015476909466087818 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.0041033364832401276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067337024956941605 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.0067337024956941605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067337024956941605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22664791345596313, + 0.04529263451695442, + 0.042177148163318634, + 0.04746061563491821, + 0.03040093556046486, + 0.016033204272389412, + 0.0230703204870224, + 0.03501551225781441, + 0.5151407718658447, + 0.018760988488793373 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0067337024956941605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000918681500479579 + ], + "opposite_logprob_tokens": [ + -7.000918865203857 + ], + "logprob_reward": -0.000918681500479579, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000918681500479579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38680389523506165, + 0.07867297530174255, + 0.06126005947589874, + 0.06098621338605881, + 0.01883215457201004, + 0.019950341433286667, + 0.028421247377991676, + 0.01652500033378601, + 0.2986748516559601, + 0.029873238876461983 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.000918681500479579 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sharply defined maple leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leaf colored brilliant golden yellow with caramel-red edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the leaf surface appear textured with thick, distinct brushstrokes resembling oil paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an artistically rendered, blurred, out-of-focus autumn forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and deliberately approach the leaf from a gentle overhead angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043043188750743866 + ], + "opposite_logprob_tokens": [ + -3.1680431365966797 + ], + "logprob_reward": -0.043043188750743866, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043043188750743866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15200570225715637, + 0.07607825845479965, + 0.0803217813372612, + 0.2282520979642868, + 0.04622174799442291, + 0.042236100882291794, + 0.04519717022776604, + 0.04319269210100174, + 0.27004483342170715, + 0.01644963026046753 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.043043188750743866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_12/index_tensor([1845, 1845])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_12/index_tensor([1845, 1845])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..08ce8c6a0ad993a1898d06c5534c9abb9169a2c2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_12/index_tensor([1845, 1845])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a dark, cinematic scene, a crane shot begins at a low angle and smoothly advances to capture the entire scene in a medium shot. The frame focuses on an African fat-tailed gecko, its skin texture remarkably complex, swiftly burrowing beneath a patch of damp, dark green moss dripping with glistening water droplets. A single, sideways, cold light source carves out a stark contrast of light and dark, accentuating the beaded scales and dark brown and beige rings on the gecko's body. The surface of its skin shimmers with a damp sheen. Its forelimbs have sunk into the soft, dark soil, and its body is powerfully twisting, squeezing itself into the shadows beneath the moss. As the camera moves closer steadily and delicately, the picture gradually transitions to a close-up, and the focus finally falls on its iconic, fat-storing tail. The segmented structure and plump shape of the tail can be clearly seen. Finally, the tail slides gracefully into the dark cave with a slow and leisurely movement, completely disappearing into the deep shadows, leaving only slightly trembling moss. The whole picture is full of a mysterious, tranquil and focused naturalistic atmosphere in cold colors.", + "seed": 12327, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_12/index_1845_seed_12327_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09224496763199568, + "vlm_logprob": -0.09224496763199568, + "vlm_yes_no_margin": 3.525000011920929, + "vlm_token_credit": -0.09224496763199568, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39299291372299194 + ], + "opposite_logprob_tokens": [ + -1.1429929733276367 + ], + "logprob_reward": -0.39299291372299194, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.39299291372299194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15272553265094757, + 0.13744790852069855, + 0.06372030079364777, + 0.09518999606370926, + 0.1132349744439125, + 0.04831664636731148, + 0.06503060460090637, + 0.06836234033107758, + 0.14205685257911682, + 0.113914854824543 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.39299291372299194 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006768514402210712 + ], + "opposite_logprob_tokens": [ + -5.006768703460693 + ], + "logprob_reward": -0.006768514402210712, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006768514402210712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2270979881286621, + 0.11423197388648987, + 0.05360659584403038, + 0.13510185480117798, + 0.06273824721574783, + 0.09285006672143936, + 0.04400499910116196, + 0.05263576656579971, + 0.16400545835494995, + 0.053727079182863235 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.006768514402210712 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585693418979645 + ], + "opposite_logprob_tokens": [ + -3.895585775375366 + ], + "logprob_reward": -0.020585693418979645, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585693418979645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09269823133945465, + 0.08842039108276367, + 0.044727910310029984, + 0.03539995476603508, + 0.08290320634841919, + 0.020065803080797195, + 0.09502114355564117, + 0.07021033018827438, + 0.3193517327308655, + 0.1512012779712677 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.020585693418979645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107603870332241 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.01107603870332241, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107603870332241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11455617100000381, + 0.08289831876754761, + 0.04623454809188843, + 0.17465655505657196, + 0.11692940443754196, + 0.035757798701524734, + 0.16942106187343597, + 0.026713278144598007, + 0.14394153654575348, + 0.08889137953519821 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.01107603870332241 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980167791247368 + ], + "opposite_logprob_tokens": [ + -3.529801607131958 + ], + "logprob_reward": -0.02980167791247368, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980167791247368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10399724543094635, + 0.034994177520275116, + 0.08953652530908585, + 0.13229212164878845, + 0.13021887838840485, + 0.0365765206515789, + 0.04345764219760895, + 0.04356963187456131, + 0.2593959867954254, + 0.1259612739086151 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.02980167791247368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dark, cinematic scene, a crane shot begins at a low angle and smoothly advances to capture the entire scene in a medium shot. The frame focuses on an African fat-tailed gecko, its skin texture remarkably complex, swiftly burrowing beneath a patch of damp, dark green moss dripping with glistening water droplets. A single, sideways, cold light source carves out a stark contrast of light and dark, accentuating the beaded scales and dark brown and beige rings on the gecko's body. The surface of its skin shimmers with a damp sheen. Its forelimbs have sunk into the soft, dark soil, and its body is powerfully twisting, squeezing itself into the shadows beneath the moss. As the camera moves closer steadily and delicately, the picture gradually transitions to a close-up, and the focus finally falls on its iconic, fat-storing tail. The segmented structure and plump shape of the tail can be clearly seen. Finally, the tail slides gracefully into the dark cave with a slow and leisurely movement, completely disappearing into the deep shadows, leaving only slightly trembling moss. The whole picture is full of a mysterious, tranquil and focused naturalistic atmosphere in cold colors.", + "seed": 12328, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_12/index_1845_seed_12328_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07601775284856557, + "vlm_logprob": -0.07601775284856557, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.07601775284856557, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2857125699520111 + ], + "opposite_logprob_tokens": [ + -1.4107125997543335 + ], + "logprob_reward": -0.2857125699520111, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2857125699520111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7154992818832397, + 0.042961109429597855, + 0.01038177590817213, + 0.043666351586580276, + 0.034703511744737625, + 0.031789958477020264, + 0.05861381068825722, + 0.010055993683636189, + 0.029555508866906166, + 0.022772731259465218 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.2857125699520111 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00676188338547945 + ], + "opposite_logprob_tokens": [ + -5.0067620277404785 + ], + "logprob_reward": -0.00676188338547945, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00676188338547945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42411187291145325, + 0.06037304177880287, + 0.049169741570949554, + 0.06517872959375381, + 0.08940452337265015, + 0.05218193680047989, + 0.10405292361974716, + 0.040345389395952225, + 0.053154610097408295, + 0.062027253210544586 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.00676188338547945 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263508390635252 + ], + "opposite_logprob_tokens": [ + -3.651350736618042 + ], + "logprob_reward": -0.0263508390635252, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263508390635252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42521920800209045, + 0.028017740696668625, + 0.05742819607257843, + 0.10232554376125336, + 0.13679830729961395, + 0.02757171541452408, + 0.10883839428424835, + 0.02563805878162384, + 0.0327005609869957, + 0.055462274700403214 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0263508390635252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818636804819107 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.01818636804819107, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818636804819107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.708166241645813, + 0.02341211959719658, + 0.023963725194334984, + 0.06616758555173874, + 0.04220431298017502, + 0.029482048004865646, + 0.05785982683300972, + 0.00982945878058672, + 0.016045138239860535, + 0.022869573906064034 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.01818636804819107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307710379362106 + ], + "opposite_logprob_tokens": [ + -3.168076992034912 + ], + "logprob_reward": -0.04307710379362106, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307710379362106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.66558438539505, + 0.02056414633989334, + 0.009493670426309109, + 0.038136545568704605, + 0.06081870198249817, + 0.013429757207632065, + 0.02638404257595539, + 0.03899197652935982, + 0.04907263442873955, + 0.07752407342195511 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.04307710379362106 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dark, cinematic scene, a crane shot begins at a low angle and smoothly advances to capture the entire scene in a medium shot. The frame focuses on an African fat-tailed gecko, its skin texture remarkably complex, swiftly burrowing beneath a patch of damp, dark green moss dripping with glistening water droplets. A single, sideways, cold light source carves out a stark contrast of light and dark, accentuating the beaded scales and dark brown and beige rings on the gecko's body. The surface of its skin shimmers with a damp sheen. Its forelimbs have sunk into the soft, dark soil, and its body is powerfully twisting, squeezing itself into the shadows beneath the moss. As the camera moves closer steadily and delicately, the picture gradually transitions to a close-up, and the focus finally falls on its iconic, fat-storing tail. The segmented structure and plump shape of the tail can be clearly seen. Finally, the tail slides gracefully into the dark cave with a slow and leisurely movement, completely disappearing into the deep shadows, leaving only slightly trembling moss. The whole picture is full of a mysterious, tranquil and focused naturalistic atmosphere in cold colors.", + "seed": 12329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_12/index_1845_seed_12329_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11520142946392298, + "vlm_logprob": -0.11520142946392298, + "vlm_yes_no_margin": 3.3749999940395354, + "vlm_token_credit": -0.11520142946392298, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4776208698749542 + ], + "opposite_logprob_tokens": [ + -0.9776208400726318 + ], + "logprob_reward": -0.4776208698749542, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4776208698749542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12551230192184448, + 0.25222980976104736, + 0.1963864266872406, + 0.15427179634571075, + 0.07625629752874374, + 0.03600063920021057, + 0.039999473839998245, + 0.05424221232533455, + 0.017221327871084213, + 0.04787978529930115 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.4776208698749542 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005980809684842825 + ], + "opposite_logprob_tokens": [ + -5.130980968475342 + ], + "logprob_reward": -0.005980809684842825, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005980809684842825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11670194566249847, + 0.16197022795677185, + 0.09974037855863571, + 0.16039204597473145, + 0.08775153756141663, + 0.09924247115850449, + 0.08044116199016571, + 0.1028217002749443, + 0.041377272456884384, + 0.04956129938364029 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.005980809684842825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807809740304947 + ], + "opposite_logprob_tokens": [ + -3.5298078060150146 + ], + "logprob_reward": -0.029807809740304947, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807809740304947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10107328742742538, + 0.2907257378101349, + 0.08335911482572556, + 0.07034808397293091, + 0.12125802040100098, + 0.0885462835431099, + 0.11343367397785187, + 0.04864583536982536, + 0.03197557106614113, + 0.050634436309337616 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.029807809740304947 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630723994225264 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630723994225264, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630723994225264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09956185519695282, + 0.1034097820520401, + 0.081229567527771, + 0.05410802364349365, + 0.10230673849582672, + 0.1171448603272438, + 0.2108982801437378, + 0.08016651123762131, + 0.1138690710067749, + 0.037305280566215515 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.007630723994225264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496693402528763 + ], + "opposite_logprob_tokens": [ + -2.929966926574707 + ], + "logprob_reward": -0.05496693402528763, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496693402528763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0640534982085228, + 0.20552842319011688, + 0.06718364357948303, + 0.08776828646659851, + 0.09213767200708389, + 0.09708571434020996, + 0.12201408296823502, + 0.06519842892885208, + 0.09178788959980011, + 0.10724234580993652 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.05496693402528763 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a dark, cinematic scene, a crane shot begins at a low angle and smoothly advances to capture the entire scene in a medium shot. The frame focuses on an African fat-tailed gecko, its skin texture remarkably complex, swiftly burrowing beneath a patch of damp, dark green moss dripping with glistening water droplets. A single, sideways, cold light source carves out a stark contrast of light and dark, accentuating the beaded scales and dark brown and beige rings on the gecko's body. The surface of its skin shimmers with a damp sheen. Its forelimbs have sunk into the soft, dark soil, and its body is powerfully twisting, squeezing itself into the shadows beneath the moss. As the camera moves closer steadily and delicately, the picture gradually transitions to a close-up, and the focus finally falls on its iconic, fat-storing tail. The segmented structure and plump shape of the tail can be clearly seen. Finally, the tail slides gracefully into the dark cave with a slow and leisurely movement, completely disappearing into the deep shadows, leaving only slightly trembling moss. The whole picture is full of a mysterious, tranquil and focused naturalistic atmosphere in cold colors.", + "seed": 12330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_12/index_1845_seed_12330_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06532862102612853, + "vlm_logprob": -0.06532862102612853, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.06532862102612853, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23133884370326996 + ], + "opposite_logprob_tokens": [ + -1.6063388586044312 + ], + "logprob_reward": -0.23133884370326996, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23133884370326996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2098303884267807, + 0.10686808079481125, + 0.0857936441898346, + 0.2972652018070221, + 0.03821871057152748, + 0.03618947044014931, + 0.08700311928987503, + 0.03442095220088959, + 0.03493531420826912, + 0.06947508454322815 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.23133884370326996 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059738182462751865 + ], + "opposite_logprob_tokens": [ + -5.130973815917969 + ], + "logprob_reward": -0.0059738182462751865, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059738182462751865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26689860224723816, + 0.09735234826803207, + 0.15020430088043213, + 0.06129668653011322, + 0.062195584177970886, + 0.05489376187324524, + 0.0711432546377182, + 0.045921340584754944, + 0.07326335459947586, + 0.11683079600334167 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0059738182462751865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329261600971222 + ], + "opposite_logprob_tokens": [ + -3.7732925415039062 + ], + "logprob_reward": -0.02329261600971222, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329261600971222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06518388539552689, + 0.4258643090724945, + 0.043143130838871, + 0.06474611908197403, + 0.07601562142372131, + 0.04314485564827919, + 0.029706869274377823, + 0.04405273497104645, + 0.11290375143289566, + 0.09523868560791016 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.02329261600971222 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077099479734898 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011077099479734898, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077099479734898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10228406637907028, + 0.2012496292591095, + 0.05786450207233429, + 0.03936613351106644, + 0.09350067377090454, + 0.06633799523115158, + 0.16236014664173126, + 0.07483502477407455, + 0.09314732998609543, + 0.1090545803308487 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.011077099479734898 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an African fat-tailed gecko?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gecko's skin dark brown and beige with visible rings and a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gecko burrow beneath damp, dark green moss dripping with water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at a low angle and smoothly advance to a close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the gecko's tail slide into a dark cave and disappear into shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496072769165039 + ], + "opposite_logprob_tokens": [ + -2.9299607276916504 + ], + "logprob_reward": -0.05496072769165039, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496072769165039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14780399203300476, + 0.17450693249702454, + 0.042884353548288345, + 0.037102606147527695, + 0.0569208599627018, + 0.1464017927646637, + 0.05500183254480362, + 0.030473951250314713, + 0.2266421765089035, + 0.0822615697979927 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.05496072769165039 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_13/index_tensor([87, 87])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_13/index_tensor([87, 87])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fda66504c5a3f54beeaa357e8d59b304dba1f6a9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_13/index_tensor([87, 87])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot shot upwards from the center of the dance floor, the camera slowly tilts upward, ultimately focusing on a massive, steadily rotating mirrored sphere at the center of the ceiling. Composed of countless tiny square mirrors, the sphere captures the colorful spotlights from all directions within the dimly lit interior, refracting them into a myriad of brilliant, rapidly moving silver specks. Like a silent yet magnificent waterfall, these specks cascade from above, flowing across the walls and ceiling, and most importantly, onto the bustling dance floor below, filled with a throng of people dancing to the throbbing beat of the music. Each speck of light gracefully glides, dances, and flows across the dancers' vibrant clothing, sweaty skin, and swaying hair. With each rotation of the mirrored sphere, a continuous, dizzying play of light and shadow is created, brimming with energy and excitement, creating an immersive, captivating, and ecstatic atmosphere.", + "seed": 29685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_13/index_87_seed_29685_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.042016792390495536, + "vlm_logprob": -0.042016792390495536, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.042016792390495536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1718982458114624 + ], + "opposite_logprob_tokens": [ + -1.9218982458114624 + ], + "logprob_reward": -0.1718982458114624, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1718982458114624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3860977590084076, + 0.22071783244609833, + 0.031336426734924316, + 0.08038758486509323, + 0.09472674131393433, + 0.03374909609556198, + 0.030699659138917923, + 0.08226369321346283, + 0.023424606770277023, + 0.01659657061100006 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.1718982458114624 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002840415108948946 + ], + "opposite_logprob_tokens": [ + -5.877840518951416 + ], + "logprob_reward": -0.002840415108948946, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002840415108948946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19535337388515472, + 0.2808229625225067, + 0.04013359546661377, + 0.07092367857694626, + 0.10770794749259949, + 0.08512909710407257, + 0.0489710308611393, + 0.041676830500364304, + 0.07702527195215225, + 0.052256230264902115 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.002840415108948946 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543123215436935 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543123215436935, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543123215436935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2886808514595032, + 0.2401563972234726, + 0.11513347178697586, + 0.050301697105169296, + 0.0713077038526535, + 0.05549809709191322, + 0.06294447928667068, + 0.027774587273597717, + 0.039193492382764816, + 0.04900916665792465 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012543123215436935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067326370626688 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.0067326370626688, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067326370626688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13591444492340088, + 0.3807431161403656, + 0.0479261539876461, + 0.11681387573480606, + 0.09522286802530289, + 0.04461142420768738, + 0.09658811241388321, + 0.03202184662222862, + 0.019004784524440765, + 0.031153351068496704 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0067326370626688 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606954075396061 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.01606954075396061, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606954075396061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14996904134750366, + 0.4326331615447998, + 0.056745320558547974, + 0.04418526217341423, + 0.07836788147687912, + 0.059148047119379044, + 0.08335541933774948, + 0.026982545852661133, + 0.030809976160526276, + 0.03780341148376465 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.01606954075396061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot upwards from the center of the dance floor, the camera slowly tilts upward, ultimately focusing on a massive, steadily rotating mirrored sphere at the center of the ceiling. Composed of countless tiny square mirrors, the sphere captures the colorful spotlights from all directions within the dimly lit interior, refracting them into a myriad of brilliant, rapidly moving silver specks. Like a silent yet magnificent waterfall, these specks cascade from above, flowing across the walls and ceiling, and most importantly, onto the bustling dance floor below, filled with a throng of people dancing to the throbbing beat of the music. Each speck of light gracefully glides, dances, and flows across the dancers' vibrant clothing, sweaty skin, and swaying hair. With each rotation of the mirrored sphere, a continuous, dizzying play of light and shadow is created, brimming with energy and excitement, creating an immersive, captivating, and ecstatic atmosphere.", + "seed": 29686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_13/index_87_seed_29686_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07336686602793634, + "vlm_logprob": -0.07336686602793634, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.07336686602793634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3272078335285187 + ], + "opposite_logprob_tokens": [ + -1.3272078037261963 + ], + "logprob_reward": -0.3272078335285187, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3272078335285187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19810277223587036, + 0.0835547223687172, + 0.1268535703420639, + 0.18474283814430237, + 0.04645312950015068, + 0.09341923147439957, + 0.05418648570775986, + 0.13344119489192963, + 0.044852130115032196, + 0.034393902868032455 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.3272078335285187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036390291061252356 + ], + "opposite_logprob_tokens": [ + -5.628639221191406 + ], + "logprob_reward": -0.0036390291061252356, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036390291061252356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09648959338665009, + 0.04633214697241783, + 0.0723649188876152, + 0.0826086699962616, + 0.07808046042919159, + 0.03909103199839592, + 0.14868736267089844, + 0.23160496354103088, + 0.09644979983568192, + 0.1082911267876625 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.0036390291061252356 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544771656394005 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544771656394005, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544771656394005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15079408884048462, + 0.0666239857673645, + 0.22748734056949615, + 0.07083318382501602, + 0.06104981526732445, + 0.056054409593343735, + 0.05248992145061493, + 0.126937597990036, + 0.1619369089603424, + 0.02579270489513874 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.012544771656394005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250592716038227 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250592716038227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250592716038227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15313977003097534, + 0.23237860202789307, + 0.19811560213565826, + 0.066746287047863, + 0.048817895352840424, + 0.07634460180997849, + 0.013650532811880112, + 0.06835688650608063, + 0.10655347257852554, + 0.03589634224772453 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.005250592716038227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192103132605553 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192103132605553, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192103132605553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.137783944606781, + 0.043471869081258774, + 0.14358872175216675, + 0.09905275702476501, + 0.273946613073349, + 0.11065591126680374, + 0.023515287786722183, + 0.08097785711288452, + 0.04600699245929718, + 0.04100002348423004 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.018192103132605553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot upwards from the center of the dance floor, the camera slowly tilts upward, ultimately focusing on a massive, steadily rotating mirrored sphere at the center of the ceiling. Composed of countless tiny square mirrors, the sphere captures the colorful spotlights from all directions within the dimly lit interior, refracting them into a myriad of brilliant, rapidly moving silver specks. Like a silent yet magnificent waterfall, these specks cascade from above, flowing across the walls and ceiling, and most importantly, onto the bustling dance floor below, filled with a throng of people dancing to the throbbing beat of the music. Each speck of light gracefully glides, dances, and flows across the dancers' vibrant clothing, sweaty skin, and swaying hair. With each rotation of the mirrored sphere, a continuous, dizzying play of light and shadow is created, brimming with energy and excitement, creating an immersive, captivating, and ecstatic atmosphere.", + "seed": 29687, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_13/index_87_seed_29687_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04542190511710942, + "vlm_logprob": -0.04542190511710942, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.04542190511710942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1947028934955597 + ], + "opposite_logprob_tokens": [ + -1.8197028636932373 + ], + "logprob_reward": -0.1947028934955597, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1947028934955597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0753856673836708, + 0.030663959681987762, + 0.15735307335853577, + 0.10606271773576736, + 0.3057270348072052, + 0.14891530573368073, + 0.019984841346740723, + 0.014454075135290623, + 0.11414308845996857, + 0.027310261502861977 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.1947028934955597 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036365347914397717 + ], + "opposite_logprob_tokens": [ + -5.628636360168457 + ], + "logprob_reward": -0.0036365347914397717, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036365347914397717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12250243127346039, + 0.07436572015285492, + 0.11190447211265564, + 0.08166459202766418, + 0.23398028314113617, + 0.10676565021276474, + 0.02966705895960331, + 0.04223215952515602, + 0.09446115791797638, + 0.1024564728140831 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0036365347914397717 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643004111945629 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643004111945629, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643004111945629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12274208664894104, + 0.18123580515384674, + 0.1294957399368286, + 0.07131429016590118, + 0.12748780846595764, + 0.07110807299613953, + 0.04591374844312668, + 0.029598889872431755, + 0.18410493433475494, + 0.036998551338911057 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.008643004111945629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019392033573240042 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019392033573240042, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019392033573240042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14315412938594818, + 0.1459158957004547, + 0.20849382877349854, + 0.08285804092884064, + 0.14953403174877167, + 0.04441232234239578, + 0.03910934925079346, + 0.02052793838083744, + 0.13335147500038147, + 0.03264303132891655 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.0019392033573240042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187889829277992 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018187889829277992, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187889829277992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21001292765140533, + 0.09615737199783325, + 0.12118775397539139, + 0.10749109089374542, + 0.18894577026367188, + 0.04978702589869499, + 0.07858353108167648, + 0.041491176933050156, + 0.04548496752977371, + 0.06085841730237007 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.018187889829277992 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot shot upwards from the center of the dance floor, the camera slowly tilts upward, ultimately focusing on a massive, steadily rotating mirrored sphere at the center of the ceiling. Composed of countless tiny square mirrors, the sphere captures the colorful spotlights from all directions within the dimly lit interior, refracting them into a myriad of brilliant, rapidly moving silver specks. Like a silent yet magnificent waterfall, these specks cascade from above, flowing across the walls and ceiling, and most importantly, onto the bustling dance floor below, filled with a throng of people dancing to the throbbing beat of the music. Each speck of light gracefully glides, dances, and flows across the dancers' vibrant clothing, sweaty skin, and swaying hair. With each rotation of the mirrored sphere, a continuous, dizzying play of light and shadow is created, brimming with energy and excitement, creating an immersive, captivating, and ecstatic atmosphere.", + "seed": 29688, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_13/index_87_seed_29688_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07162719648331403, + "vlm_logprob": -0.07162719648331403, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.07162719648331403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3199429512023926 + ], + "opposite_logprob_tokens": [ + -1.3199429512023926 + ], + "logprob_reward": -0.3199429512023926, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3199429512023926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2709333300590515, + 0.06927062571048737, + 0.05627823621034622, + 0.20242801308631897, + 0.053486283868551254, + 0.04054444655776024, + 0.041556235402822495, + 0.07595200836658478, + 0.0845036432147026, + 0.10504714399576187 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.3199429512023926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036342781968414783 + ], + "opposite_logprob_tokens": [ + -5.628634452819824 + ], + "logprob_reward": -0.0036342781968414783, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036342781968414783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6308331489562988, + 0.02286459505558014, + 0.03358624130487442, + 0.08733576536178589, + 0.039609819650650024, + 0.02033166028559208, + 0.04639725387096405, + 0.025949349626898766, + 0.026978613808751106, + 0.0661134198307991 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0036342781968414783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543240562081337 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543240562081337, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543240562081337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6684398055076599, + 0.01453811302781105, + 0.055741436779499054, + 0.043916136026382446, + 0.013953608460724354, + 0.02537078969180584, + 0.016116848215460777, + 0.02617194876074791, + 0.021714190021157265, + 0.11403710395097733 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.012543240562081337 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946089047938585 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946089047938585, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946089047938585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5727429986000061, + 0.027155207470059395, + 0.03605281561613083, + 0.042791638523340225, + 0.17172445356845856, + 0.03944983333349228, + 0.03488347679376602, + 0.034511178731918335, + 0.019694985821843147, + 0.020993437618017197 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.005946089047938585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot starting from the center of a dance floor and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, steadily rotating mirrored sphere visible at the center of the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the specks of light refracted from the sphere cascading down onto the dance floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the dance floor filled with a throng of people dancing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the specks of light glide across the dancers' clothing, skin, and hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069423407316208 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069423407316208, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069423407316208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7595331072807312, + 0.017306677997112274, + 0.045022740960121155, + 0.025960266590118408, + 0.023114537820219994, + 0.025204425677657127, + 0.022640429437160492, + 0.019375134259462357, + 0.008624350652098656, + 0.053218334913253784 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.016069423407316208 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_14/index_tensor([9056, 9056])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_14/index_tensor([9056, 9056])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f7a3b57d80c86258254f6ad051af261efe39bad6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_14/index_tensor([9056, 9056])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an 8K ultra-high-definition image, the camera slowly and majestically zooms in, beginning from a medium-ground perspective and steadily moving toward the center of a futuristic laboratory, ultimately focusing on the core of a quantum computer, encased in countless delicate cables and cooling tubes. The core itself is a complex, multifaceted geometry composed of an unknown, translucent crystalline material, emanating a steady, mysterious, and aura of blue light from within. The countless cables surrounding it are not a chaotic tangle, but rather interconnected like a sophisticated neural network, connecting the core's various ports. A faint glow can be seen flowing rapidly within some of the fiber optic cables, while the metal cooling pipes, covered in a thin layer of frost, steadily pump liquid nitrogen. The tiny ice crystals condensed on the pipe walls shimmer like diamonds under the faint blue light. Surrounding the core, several concentric, translucent holographic projections hovered in mid-air. Countless complex data streams, composed of luminous geometric shapes, spiraling codes, and intricate formulas, were being analyzed, collided, and reassembled at a speed beyond the reach of the naked eye. They intertwined and decomposed, forming dazzling waterfalls of light. Occasional flashes of bright white or magenta data illuminated the surrounding darkness. The entire laboratory space was vast and gloomy, its polished dark metal floor reflecting the core's cool glow and the shimmering holographic data like a mirror, creating a profound, serene, and awe-inspiring feeling of boundless computational power.", + "seed": 23747, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_14/index_9056_seed_23747_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.044377993885427715, + "vlm_logprob": -0.044377993885427715, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.044377993885427715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1015637218952179 + ], + "opposite_logprob_tokens": [ + -2.3515636920928955 + ], + "logprob_reward": -0.1015637218952179, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1015637218952179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11628204584121704, + 0.1563488095998764, + 0.08297358453273773, + 0.07373300939798355, + 0.028644893318414688, + 0.0608866922557354, + 0.05542408674955368, + 0.27009889483451843, + 0.027943581342697144, + 0.12766440212726593 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.1015637218952179 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639360148459673 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639360148459673, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639360148459673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16445083916187286, + 0.12710756063461304, + 0.12612447142601013, + 0.07657784223556519, + 0.05449725687503815, + 0.06067170947790146, + 0.03312445431947708, + 0.10471378266811371, + 0.05802092328667641, + 0.19471119344234467 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.007639360148459673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550774961709976 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550774961709976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550774961709976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09536853432655334, + 0.18294066190719604, + 0.23413749039173126, + 0.05433644354343414, + 0.04860782250761986, + 0.03803540766239166, + 0.06804639846086502, + 0.14153359830379486, + 0.05243963003158569, + 0.0845540463924408 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.012550774961709976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810407221317291 + ], + "opposite_logprob_tokens": [ + -3.2881040573120117 + ], + "logprob_reward": -0.03810407221317291, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810407221317291, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1606823205947876, + 0.1391860991716385, + 0.13715171813964844, + 0.1020389050245285, + 0.061272408813238144, + 0.0869736522436142, + 0.036528367549180984, + 0.12443055212497711, + 0.033957671374082565, + 0.11777830868959427 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03810407221317291 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203204020857811 + ], + "opposite_logprob_tokens": [ + -2.8120319843292236 + ], + "logprob_reward": -0.06203204020857811, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203204020857811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1289503276348114, + 0.1779879778623581, + 0.22905588150024414, + 0.0775969922542572, + 0.03759637475013733, + 0.05924765393137932, + 0.01996845379471779, + 0.15202696621418, + 0.024045908823609352, + 0.09352344274520874 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.06203204020857811 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an 8K ultra-high-definition image, the camera slowly and majestically zooms in, beginning from a medium-ground perspective and steadily moving toward the center of a futuristic laboratory, ultimately focusing on the core of a quantum computer, encased in countless delicate cables and cooling tubes. The core itself is a complex, multifaceted geometry composed of an unknown, translucent crystalline material, emanating a steady, mysterious, and aura of blue light from within. The countless cables surrounding it are not a chaotic tangle, but rather interconnected like a sophisticated neural network, connecting the core's various ports. A faint glow can be seen flowing rapidly within some of the fiber optic cables, while the metal cooling pipes, covered in a thin layer of frost, steadily pump liquid nitrogen. The tiny ice crystals condensed on the pipe walls shimmer like diamonds under the faint blue light. Surrounding the core, several concentric, translucent holographic projections hovered in mid-air. Countless complex data streams, composed of luminous geometric shapes, spiraling codes, and intricate formulas, were being analyzed, collided, and reassembled at a speed beyond the reach of the naked eye. They intertwined and decomposed, forming dazzling waterfalls of light. Occasional flashes of bright white or magenta data illuminated the surrounding darkness. The entire laboratory space was vast and gloomy, its polished dark metal floor reflecting the core's cool glow and the shimmering holographic data like a mirror, creating a profound, serene, and awe-inspiring feeling of boundless computational power.", + "seed": 23748, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_14/index_9056_seed_23748_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.046081303246319295, + "vlm_logprob": -0.046081303246319295, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.046081303246319295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08042670786380768 + ], + "opposite_logprob_tokens": [ + -2.5804266929626465 + ], + "logprob_reward": -0.08042670786380768, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08042670786380768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21523483097553253, + 0.08383271098136902, + 0.04488382861018181, + 0.2206607460975647, + 0.10851310193538666, + 0.16098138689994812, + 0.02132519893348217, + 0.021567631512880325, + 0.07075773179531097, + 0.05224282667040825 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.08042670786380768 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864844024181366 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.00864844024181366, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864844024181366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1969665139913559, + 0.09501799196004868, + 0.14783629775047302, + 0.04708563908934593, + 0.08782421052455902, + 0.1437205970287323, + 0.07324531674385071, + 0.04579351842403412, + 0.10710504651069641, + 0.05540485680103302 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.00864844024181366 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205877669155598 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.014205877669155598, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205877669155598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17582139372825623, + 0.16166168451309204, + 0.10960215330123901, + 0.07196955382823944, + 0.13389679789543152, + 0.051341358572244644, + 0.0802028477191925, + 0.061798661947250366, + 0.10350023210048676, + 0.05020527541637421 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.014205877669155598 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904436975717545 + ], + "opposite_logprob_tokens": [ + -2.4640443325042725 + ], + "logprob_reward": -0.08904436975717545, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904436975717545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17102102935314178, + 0.15833380818367004, + 0.1374807208776474, + 0.05120478942990303, + 0.11197006702423096, + 0.10143515467643738, + 0.09036418795585632, + 0.03701441362500191, + 0.08721528202295303, + 0.05396055430173874 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.08904436975717545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808112069964409 + ], + "opposite_logprob_tokens": [ + -3.288081169128418 + ], + "logprob_reward": -0.03808112069964409, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808112069964409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4140191376209259, + 0.052490636706352234, + 0.09536057710647583, + 0.044962428510189056, + 0.08431655913591385, + 0.06165242940187454, + 0.05425507202744484, + 0.07889878004789352, + 0.06846589595079422, + 0.04557846486568451 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.03808112069964409 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an 8K ultra-high-definition image, the camera slowly and majestically zooms in, beginning from a medium-ground perspective and steadily moving toward the center of a futuristic laboratory, ultimately focusing on the core of a quantum computer, encased in countless delicate cables and cooling tubes. The core itself is a complex, multifaceted geometry composed of an unknown, translucent crystalline material, emanating a steady, mysterious, and aura of blue light from within. The countless cables surrounding it are not a chaotic tangle, but rather interconnected like a sophisticated neural network, connecting the core's various ports. A faint glow can be seen flowing rapidly within some of the fiber optic cables, while the metal cooling pipes, covered in a thin layer of frost, steadily pump liquid nitrogen. The tiny ice crystals condensed on the pipe walls shimmer like diamonds under the faint blue light. Surrounding the core, several concentric, translucent holographic projections hovered in mid-air. Countless complex data streams, composed of luminous geometric shapes, spiraling codes, and intricate formulas, were being analyzed, collided, and reassembled at a speed beyond the reach of the naked eye. They intertwined and decomposed, forming dazzling waterfalls of light. Occasional flashes of bright white or magenta data illuminated the surrounding darkness. The entire laboratory space was vast and gloomy, its polished dark metal floor reflecting the core's cool glow and the shimmering holographic data like a mirror, creating a profound, serene, and awe-inspiring feeling of boundless computational power.", + "seed": 23749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_14/index_9056_seed_23749_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028249623905867337, + "vlm_logprob": -0.028249623905867337, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.028249623905867337, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08024409413337708 + ], + "opposite_logprob_tokens": [ + -2.5802440643310547 + ], + "logprob_reward": -0.08024409413337708, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08024409413337708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02199399843811989, + 0.7752276659011841, + 0.016376309096813202, + 0.024420104920864105, + 0.013655325397849083, + 0.04766939952969551, + 0.011244077235460281, + 0.05957880616188049, + 0.008095706813037395, + 0.021738620474934578 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.08024409413337708 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745188031345606 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745188031345606, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745188031345606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05880246311426163, + 0.47055160999298096, + 0.030059656128287315, + 0.06423170864582062, + 0.04233449697494507, + 0.026107558980584145, + 0.03035929426550865, + 0.21922577917575836, + 0.022659877315163612, + 0.03566755726933479 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.006745188031345606 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464052427560091 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.00464052427560091, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464052427560091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11165568232536316, + 0.4271000623703003, + 0.07849978655576706, + 0.12537699937820435, + 0.029628487303853035, + 0.028768830001354218, + 0.02612241916358471, + 0.09918404370546341, + 0.023665308952331543, + 0.04999832063913345 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.00464052427560091 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346195489168167 + ], + "opposite_logprob_tokens": [ + -3.651346206665039 + ], + "logprob_reward": -0.026346195489168167, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346195489168167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03771217167377472, + 0.7438458204269409, + 0.01086680218577385, + 0.017826274037361145, + 0.027648083865642548, + 0.011214528232812881, + 0.016608333215117455, + 0.08994295448064804, + 0.009907560423016548, + 0.03442750126123428 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.026346195489168167 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023272117599844933 + ], + "opposite_logprob_tokens": [ + -3.7732720375061035 + ], + "logprob_reward": -0.023272117599844933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023272117599844933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09368932247161865, + 0.6860305070877075, + 0.02193518728017807, + 0.019983967766165733, + 0.029720328748226166, + 0.019638994708657265, + 0.017991680651903152, + 0.06666712462902069, + 0.00988936610519886, + 0.034453585743904114 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.023272117599844933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an 8K ultra-high-definition image, the camera slowly and majestically zooms in, beginning from a medium-ground perspective and steadily moving toward the center of a futuristic laboratory, ultimately focusing on the core of a quantum computer, encased in countless delicate cables and cooling tubes. The core itself is a complex, multifaceted geometry composed of an unknown, translucent crystalline material, emanating a steady, mysterious, and aura of blue light from within. The countless cables surrounding it are not a chaotic tangle, but rather interconnected like a sophisticated neural network, connecting the core's various ports. A faint glow can be seen flowing rapidly within some of the fiber optic cables, while the metal cooling pipes, covered in a thin layer of frost, steadily pump liquid nitrogen. The tiny ice crystals condensed on the pipe walls shimmer like diamonds under the faint blue light. Surrounding the core, several concentric, translucent holographic projections hovered in mid-air. Countless complex data streams, composed of luminous geometric shapes, spiraling codes, and intricate formulas, were being analyzed, collided, and reassembled at a speed beyond the reach of the naked eye. They intertwined and decomposed, forming dazzling waterfalls of light. Occasional flashes of bright white or magenta data illuminated the surrounding darkness. The entire laboratory space was vast and gloomy, its polished dark metal floor reflecting the core's cool glow and the shimmering holographic data like a mirror, creating a profound, serene, and awe-inspiring feeling of boundless computational power.", + "seed": 23750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_14/index_9056_seed_23750_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12013403102755546, + "vlm_logprob": -0.12013403102755546, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.12013403102755546, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12864656746387482 + ], + "opposite_logprob_tokens": [ + -2.1286466121673584 + ], + "logprob_reward": -0.12864656746387482, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12864656746387482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05567256361246109, + 0.09816306829452515, + 0.060448743402957916, + 0.08317247033119202, + 0.21386343240737915, + 0.2681533992290497, + 0.0678229033946991, + 0.04919293522834778, + 0.060701366513967514, + 0.042809128761291504 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.12864656746387482 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792858734726906 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792858734726906, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792858734726906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05210316553711891, + 0.07520686089992523, + 0.1150752529501915, + 0.041107017546892166, + 0.08073565363883972, + 0.10584725439548492, + 0.3617706298828125, + 0.05106375366449356, + 0.060982611030340195, + 0.0561077706515789 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.009792858734726906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081697419285774 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081697419285774, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081697419285774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09203489869832993, + 0.13196183741092682, + 0.12989802658557892, + 0.05096025764942169, + 0.10818576067686081, + 0.13652488589286804, + 0.14874684810638428, + 0.048693183809518814, + 0.10604965686798096, + 0.04694468900561333 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.011081697419285774 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558845579624176 + ], + "opposite_logprob_tokens": [ + -1.6005884408950806 + ], + "logprob_reward": -0.22558845579624176, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558845579624176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054679811000823975, + 0.06732172518968582, + 0.09121154248714447, + 0.06739229708909988, + 0.11716290563344955, + 0.17048408091068268, + 0.19083887338638306, + 0.05769088864326477, + 0.06065167859196663, + 0.12256617099046707 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.22558845579624176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start from a medium-ground perspective and slowly zoom in toward the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a quantum computer core made of translucent crystalline material emitting blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding cables interconnected like a neural network with faint glowing data flowing through fiber optic cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there metal cooling pipes covered in frost and liquid nitrogen, along with concentric translucent holographic projections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a vast, gloomy laboratory with a polished dark metal floor reflecting the blue glow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556057572364807 + ], + "opposite_logprob_tokens": [ + -1.6005605459213257 + ], + "logprob_reward": -0.22556057572364807, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556057572364807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07253320515155792, + 0.05180507153272629, + 0.1002935841679573, + 0.054127369076013565, + 0.20190726220607758, + 0.14879994094371796, + 0.10096044838428497, + 0.051615290343761444, + 0.1850050389766693, + 0.03295272961258888 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.22556057572364807 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_15/index_tensor([1541, 1541])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_15/index_tensor([1541, 1541])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..01d96f3bfd5281c85b9ecc13b43824c062dd42ff --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_15/index_tensor([1541, 1541])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro still shot, held at eye level, captures a dark cyan antique porcelain teacup, covered in delicate ice cracks. Amidst the solemn and dignified atmosphere of a dark epic, a precise, warm sidelight streams from the left, sculpting the cup's elegant curves and the three-dimensional texture of the cracks beneath its glaze. Within the cup lies a deep, amber-hued Lapsang Souchong tea. At its center, a tiny vortex slowly and gracefully swirls, a faint wisp of white vapor rising from it, blurring the deep, dark wood tones of the background. Then, a bony finger with neatly manicured nails slowly enters the frame. With an almost ritualistic and solemn gesture, the tip of its index finger delicately touches the warm rim of the cup, the texture of the fingertip clearly visible in the sidelight. At the moment of contact, the light casts a shimmering highlight on the surface of the tea soup, forming a sharp contrast with the dark shadow at the center of the vortex. The entire picture is filled with a solemn, quiet and historical atmosphere with extreme details and strong contrast of light and shadow, as if time has frozen at this moment.", + "seed": 19529, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_15/index_1541_seed_19529_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11198200704529881, + "vlm_logprob": -0.11198200704529881, + "vlm_yes_no_margin": 2.974999988079071, + "vlm_token_credit": -0.11198200704529881, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1015627533197403 + ], + "opposite_logprob_tokens": [ + -2.351562738418579 + ], + "logprob_reward": -0.1015627533197403, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1015627533197403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1570749580860138, + 0.030860142782330513, + 0.05153869837522507, + 0.022736629471182823, + 0.1571449190378189, + 0.14849857985973358, + 0.24808579683303833, + 0.06145704537630081, + 0.05778491497039795, + 0.0648183822631836 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.1015627533197403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381341353058815 + ], + "opposite_logprob_tokens": [ + -3.2881340980529785 + ], + "logprob_reward": -0.0381341353058815, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381341353058815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1359662264585495, + 0.028202977031469345, + 0.07837710529565811, + 0.03757364675402641, + 0.07036235183477402, + 0.07777154445648193, + 0.14635063707828522, + 0.07762034982442856, + 0.24649854004383087, + 0.10127658396959305 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.0381341353058815 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746609229594469 + ], + "opposite_logprob_tokens": [ + -5.006746768951416 + ], + "logprob_reward": -0.006746609229594469, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746609229594469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036128487437963486, + 0.008905740454792976, + 0.040249455720186234, + 0.015707550570368767, + 0.05925668030977249, + 0.05254843086004257, + 0.27048128843307495, + 0.08040549606084824, + 0.058011408895254135, + 0.37830546498298645 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.006746609229594469 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636721171438694 + ], + "opposite_logprob_tokens": [ + -3.6513671875 + ], + "logprob_reward": -0.02636721171438694, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636721171438694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06725665926933289, + 0.06806273013353348, + 0.055219028145074844, + 0.023653550073504448, + 0.09865527600049973, + 0.06669578701257706, + 0.06781943887472153, + 0.12392155081033707, + 0.201359361410141, + 0.22735659778118134 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.02636721171438694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38709932565689087 + ], + "opposite_logprob_tokens": [ + -1.137099266052246 + ], + "logprob_reward": -0.38709932565689087, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.38709932565689087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09062966704368591, + 0.09450007230043411, + 0.0559694804251194, + 0.038964033126831055, + 0.09893947094678879, + 0.2956211566925049, + 0.2458929419517517, + 0.022290626540780067, + 0.030962709337472916, + 0.026229839771986008 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.38709932565689087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro still shot, held at eye level, captures a dark cyan antique porcelain teacup, covered in delicate ice cracks. Amidst the solemn and dignified atmosphere of a dark epic, a precise, warm sidelight streams from the left, sculpting the cup's elegant curves and the three-dimensional texture of the cracks beneath its glaze. Within the cup lies a deep, amber-hued Lapsang Souchong tea. At its center, a tiny vortex slowly and gracefully swirls, a faint wisp of white vapor rising from it, blurring the deep, dark wood tones of the background. Then, a bony finger with neatly manicured nails slowly enters the frame. With an almost ritualistic and solemn gesture, the tip of its index finger delicately touches the warm rim of the cup, the texture of the fingertip clearly visible in the sidelight. At the moment of contact, the light casts a shimmering highlight on the surface of the tea soup, forming a sharp contrast with the dark shadow at the center of the vortex. The entire picture is filled with a solemn, quiet and historical atmosphere with extreme details and strong contrast of light and shadow, as if time has frozen at this moment.", + "seed": 19530, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_15/index_1541_seed_19530_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08921886049211025, + "vlm_logprob": -0.08921886049211025, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.08921886049211025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05557943135499954 + ], + "opposite_logprob_tokens": [ + -2.930579423904419 + ], + "logprob_reward": -0.05557943135499954, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05557943135499954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1770719587802887, + 0.05725705996155739, + 0.06508515030145645, + 0.10584984719753265, + 0.04573358967900276, + 0.08223187923431396, + 0.029804276302456856, + 0.13272719085216522, + 0.14903677999973297, + 0.15520218014717102 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.05557943135499954 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012570081278681755 + ], + "opposite_logprob_tokens": [ + -4.387569904327393 + ], + "logprob_reward": -0.012570081278681755, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012570081278681755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29392823576927185, + 0.07293214648962021, + 0.07937651127576828, + 0.07573042809963226, + 0.028233755379915237, + 0.041650112718343735, + 0.03563132509589195, + 0.05090858414769173, + 0.11884824931621552, + 0.20276062190532684 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.012570081278681755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812667727470398 + ], + "opposite_logprob_tokens": [ + -3.2881267070770264 + ], + "logprob_reward": -0.03812667727470398, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812667727470398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06921544671058655, + 0.048978421837091446, + 0.05642824247479439, + 0.09237319231033325, + 0.07220225781202316, + 0.13480769097805023, + 0.05017993971705437, + 0.20795798301696777, + 0.21036335825920105, + 0.05749347805976868 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.03812667727470398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263650044798851 + ], + "opposite_logprob_tokens": [ + -3.651365041732788 + ], + "logprob_reward": -0.0263650044798851, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263650044798851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09616430848836899, + 0.023572979494929314, + 0.032969675958156586, + 0.038786664605140686, + 0.048092179000377655, + 0.09646186977624893, + 0.022698020562529564, + 0.4228076934814453, + 0.10919233411550522, + 0.109254390001297 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.0263650044798851 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134531080722809 + ], + "opposite_logprob_tokens": [ + -1.3134530782699585 + ], + "logprob_reward": -0.3134531080722809, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134531080722809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07877425849437714, + 0.045259688049554825, + 0.02947939746081829, + 0.039116907864809036, + 0.03866710141301155, + 0.057667143642902374, + 0.11055846512317657, + 0.2965039610862732, + 0.24507518112659454, + 0.05889785289764404 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.3134531080722809 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro still shot, held at eye level, captures a dark cyan antique porcelain teacup, covered in delicate ice cracks. Amidst the solemn and dignified atmosphere of a dark epic, a precise, warm sidelight streams from the left, sculpting the cup's elegant curves and the three-dimensional texture of the cracks beneath its glaze. Within the cup lies a deep, amber-hued Lapsang Souchong tea. At its center, a tiny vortex slowly and gracefully swirls, a faint wisp of white vapor rising from it, blurring the deep, dark wood tones of the background. Then, a bony finger with neatly manicured nails slowly enters the frame. With an almost ritualistic and solemn gesture, the tip of its index finger delicately touches the warm rim of the cup, the texture of the fingertip clearly visible in the sidelight. At the moment of contact, the light casts a shimmering highlight on the surface of the tea soup, forming a sharp contrast with the dark shadow at the center of the vortex. The entire picture is filled with a solemn, quiet and historical atmosphere with extreme details and strong contrast of light and shadow, as if time has frozen at this moment.", + "seed": 19531, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_15/index_1541_seed_19531_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13989150375127793, + "vlm_logprob": -0.13989150375127793, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.13989150375127793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02827349677681923 + ], + "opposite_logprob_tokens": [ + -3.653273582458496 + ], + "logprob_reward": -0.02827349677681923, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02827349677681923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15485577285289764, + 0.03573112189769745, + 0.04101613909006119, + 0.05787726119160652, + 0.09127117693424225, + 0.06492017209529877, + 0.12848520278930664, + 0.1029939353466034, + 0.06730323284864426, + 0.255545973777771 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.02827349677681923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048710983246564865 + ], + "opposite_logprob_tokens": [ + -3.048711061477661 + ], + "logprob_reward": -0.048710983246564865, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048710983246564865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1444779485464096, + 0.07269518077373505, + 0.07583162933588028, + 0.07105514407157898, + 0.07626482099294662, + 0.09546976536512375, + 0.07090122252702713, + 0.12849412858486176, + 0.06704030930995941, + 0.19776982069015503 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.048710983246564865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554895132780075 + ], + "opposite_logprob_tokens": [ + -4.387555122375488 + ], + "logprob_reward": -0.012554895132780075, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554895132780075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2085258960723877, + 0.2459857016801834, + 0.08976034820079803, + 0.05904269590973854, + 0.08201263099908829, + 0.06070652976632118, + 0.025600356981158257, + 0.02763981744647026, + 0.031849876046180725, + 0.16887618601322174 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.012554895132780075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373095020651817 + ], + "opposite_logprob_tokens": [ + -3.408730983734131 + ], + "logprob_reward": -0.03373095020651817, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373095020651817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18426145613193512, + 0.09747768938541412, + 0.1587490290403366, + 0.07407169044017792, + 0.08601024001836777, + 0.06397467851638794, + 0.06560388952493668, + 0.09267515689134598, + 0.06868702918291092, + 0.10848915576934814 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.03373095020651817 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761871933937073 + ], + "opposite_logprob_tokens": [ + -0.8261871933937073 + ], + "logprob_reward": -0.5761871933937073, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761871933937073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1454191654920578, + 0.0395149402320385, + 0.042347632348537445, + 0.15925706923007965, + 0.08242888003587723, + 0.07400298118591309, + 0.10101738572120667, + 0.044313035905361176, + 0.07823492586612701, + 0.23346394300460815 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.5761871933937073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro still shot, held at eye level, captures a dark cyan antique porcelain teacup, covered in delicate ice cracks. Amidst the solemn and dignified atmosphere of a dark epic, a precise, warm sidelight streams from the left, sculpting the cup's elegant curves and the three-dimensional texture of the cracks beneath its glaze. Within the cup lies a deep, amber-hued Lapsang Souchong tea. At its center, a tiny vortex slowly and gracefully swirls, a faint wisp of white vapor rising from it, blurring the deep, dark wood tones of the background. Then, a bony finger with neatly manicured nails slowly enters the frame. With an almost ritualistic and solemn gesture, the tip of its index finger delicately touches the warm rim of the cup, the texture of the fingertip clearly visible in the sidelight. At the moment of contact, the light casts a shimmering highlight on the surface of the tea soup, forming a sharp contrast with the dark shadow at the center of the vortex. The entire picture is filled with a solemn, quiet and historical atmosphere with extreme details and strong contrast of light and shadow, as if time has frozen at this moment.", + "seed": 19532, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_15/index_1541_seed_19532_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12065169168636203, + "vlm_logprob": -0.12065169168636203, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.12065169168636203, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0816674754023552 + ], + "opposite_logprob_tokens": [ + -2.581667423248291 + ], + "logprob_reward": -0.0816674754023552, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0816674754023552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15175200998783112, + 0.09574060142040253, + 0.07562994211912155, + 0.09356647729873657, + 0.05095294117927551, + 0.09427328407764435, + 0.07299831509590149, + 0.12556183338165283, + 0.1469745934009552, + 0.09255003929138184 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0816674754023552 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870961979031563 + ], + "opposite_logprob_tokens": [ + -3.0487096309661865 + ], + "logprob_reward": -0.04870961979031563, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870961979031563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10641404986381531, + 0.14961417019367218, + 0.11445489525794983, + 0.10443198680877686, + 0.048362068831920624, + 0.10871389508247375, + 0.07553644478321075, + 0.1292058825492859, + 0.06704074889421463, + 0.09622585773468018 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.04870961979031563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744833197444677 + ], + "opposite_logprob_tokens": [ + -5.006744861602783 + ], + "logprob_reward": -0.006744833197444677, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744833197444677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08493857085704803, + 0.05642693489789963, + 0.06562785804271698, + 0.12655246257781982, + 0.04746048152446747, + 0.15946491062641144, + 0.118994802236557, + 0.16542965173721313, + 0.08570119738578796, + 0.08940308541059494 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.006744833197444677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903526723384857 + ], + "opposite_logprob_tokens": [ + -2.5790352821350098 + ], + "logprob_reward": -0.07903526723384857, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903526723384857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12103144079446793, + 0.10350910574197769, + 0.05904601514339447, + 0.08887015283107758, + 0.04393600672483444, + 0.14689545333385468, + 0.10784228146076202, + 0.16240312159061432, + 0.0392933264374733, + 0.12717308104038239 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.07903526723384857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a dark cyan antique porcelain teacup covered in delicate ice cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the teacup containing deep amber-hued Lapsang Souchong tea with a tiny swirling vortex and rising white vapor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a bony finger with neatly manicured nails enter the frame and touch the rim of the cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a precise warm sidelight coming from the left, creating strong contrast and highlights on the tea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at eye level in a still shot composition against a dark wood background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38710126280784607 + ], + "opposite_logprob_tokens": [ + -1.1371012926101685 + ], + "logprob_reward": -0.38710126280784607, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38710126280784607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16469049453735352, + 0.18033640086650848, + 0.07584840804338455, + 0.049316633492708206, + 0.05103733018040657, + 0.03600354865193367, + 0.11863528192043304, + 0.11517028510570526, + 0.05903062969446182, + 0.149930939078331 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.38710126280784607 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_2/index_tensor([5326, 5326])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_2/index_tensor([5326, 5326])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4537c892c53afe15ad807d2d08280a55d284846c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_2/index_tensor([5326, 5326])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "thrilling first-person perspective shot rushes forward at high speed, immersing the viewer in the experience of skiing through a dense, sun-drenched forest of evergreen trees. The bright red tips of the skis, occasionally visible at the bottom of the frame, aggressively carve deep tracks in the pristine powdery snow, sending up a plume of white spray. The camera, representing the skier's gaze, veers sharply and decisively to the left to avoid the thick trunks of a pine tree. Then, as the skier ducks beneath a low-hanging, snow-covered branch, the camera suddenly drops, the branch brushing past with a gentle whirring sound, releasing a stream of glittering snowflakes. The low winter sun filters through the treetops, creating a stroboscopic pattern of bright light and long, cold blue shadows on the forest floor. Black-gloved hands firmly grasp the ski poles, instinctively making tiny adjustments for balance. The entire scene, a blur of motion in the periphery, conveys an intense atmosphere of adrenaline-fueled focus and exhilarating speed as the skier skillfully navigates the treacherous yet beautiful terrain.", + "seed": 4128, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_2/index_5326_seed_4128_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10664488561451435, + "vlm_logprob": -0.10664488561451435, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.10664488561451435, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02412918210029602 + ], + "opposite_logprob_tokens": [ + -4.024129390716553 + ], + "logprob_reward": -0.02412918210029602, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02412918210029602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05141565948724747, + 0.049185171723365784, + 0.025318682193756104, + 0.0500837005674839, + 0.11372026801109314, + 0.05453304201364517, + 0.2556542754173279, + 0.08123164623975754, + 0.18427573144435883, + 0.13458183407783508 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.02412918210029602 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006759041920304298 + ], + "opposite_logprob_tokens": [ + -5.006759166717529 + ], + "logprob_reward": -0.006759041920304298, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006759041920304298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14994917809963226, + 0.07359398156404495, + 0.028983764350414276, + 0.03221280500292778, + 0.09702219814062119, + 0.02018565870821476, + 0.09848088026046753, + 0.06769299507141113, + 0.21497218310832977, + 0.21690642833709717 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.006759041920304298 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155268907546997 + ], + "opposite_logprob_tokens": [ + -1.7015526294708252 + ], + "logprob_reward": -0.20155268907546997, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155268907546997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12080388516187668, + 0.06819730997085571, + 0.08478567004203796, + 0.03390773758292198, + 0.18014854192733765, + 0.1430271714925766, + 0.018183190375566483, + 0.03495797887444496, + 0.20936428010463715, + 0.10662423819303513 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.20155268907546997 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866102337837219 + ], + "opposite_logprob_tokens": [ + -3.04866099357605 + ], + "logprob_reward": -0.04866102337837219, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866102337837219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10243667662143707, + 0.10799058526754379, + 0.14977630972862244, + 0.05995820835232735, + 0.15243136882781982, + 0.05660118907690048, + 0.0330623984336853, + 0.06005335599184036, + 0.23623225092887878, + 0.0414576418697834 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.04866102337837219 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521224915981293 + ], + "opposite_logprob_tokens": [ + -1.5021225214004517 + ], + "logprob_reward": -0.2521224915981293, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521224915981293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07123605161905289, + 0.030044136568903923, + 0.053062207996845245, + 0.03602572903037071, + 0.13317887485027313, + 0.03449346870183945, + 0.03413154557347298, + 0.06114916875958443, + 0.506578266620636, + 0.0401005782186985 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.2521224915981293 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "thrilling first-person perspective shot rushes forward at high speed, immersing the viewer in the experience of skiing through a dense, sun-drenched forest of evergreen trees. The bright red tips of the skis, occasionally visible at the bottom of the frame, aggressively carve deep tracks in the pristine powdery snow, sending up a plume of white spray. The camera, representing the skier's gaze, veers sharply and decisively to the left to avoid the thick trunks of a pine tree. Then, as the skier ducks beneath a low-hanging, snow-covered branch, the camera suddenly drops, the branch brushing past with a gentle whirring sound, releasing a stream of glittering snowflakes. The low winter sun filters through the treetops, creating a stroboscopic pattern of bright light and long, cold blue shadows on the forest floor. Black-gloved hands firmly grasp the ski poles, instinctively making tiny adjustments for balance. The entire scene, a blur of motion in the periphery, conveys an intense atmosphere of adrenaline-fueled focus and exhilarating speed as the skier skillfully navigates the treacherous yet beautiful terrain.", + "seed": 4129, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_2/index_5326_seed_4129_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06598270162940026, + "vlm_logprob": -0.06598270162940026, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.06598270162940026, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018696974962949753 + ], + "opposite_logprob_tokens": [ + -4.5186967849731445 + ], + "logprob_reward": -0.018696974962949753, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.018696974962949753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3491535186767578, + 0.048765432089567184, + 0.030118543654680252, + 0.16037993133068085, + 0.023638661950826645, + 0.05270658805966377, + 0.03701828047633171, + 0.02672702446579933, + 0.2263599932193756, + 0.04513203352689743 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.018696974962949753 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076529644429683685 + ], + "opposite_logprob_tokens": [ + -4.882652759552002 + ], + "logprob_reward": -0.0076529644429683685, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076529644429683685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18109576404094696, + 0.04942021146416664, + 0.019222887232899666, + 0.05017886310815811, + 0.026248430833220482, + 0.04089868813753128, + 0.027442190796136856, + 0.07811431586742401, + 0.4184769093990326, + 0.1089017391204834 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0076529644429683685 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.142794668674469 + ], + "opposite_logprob_tokens": [ + -2.017794609069824 + ], + "logprob_reward": -0.142794668674469, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.142794668674469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3736634850502014, + 0.16121213138103485, + 0.09388338029384613, + 0.11184001713991165, + 0.04021642729640007, + 0.026175951585173607, + 0.0424204058945179, + 0.050715506076812744, + 0.05256367102265358, + 0.04730897396802902 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.142794668674469 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337059386074543 + ], + "opposite_logprob_tokens": [ + -3.408705949783325 + ], + "logprob_reward": -0.0337059386074543, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337059386074543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09572657942771912, + 0.1484956443309784, + 0.05034071207046509, + 0.11392869055271149, + 0.06043960154056549, + 0.04126807302236557, + 0.07394994795322418, + 0.049124933779239655, + 0.33442533016204834, + 0.0323004312813282 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.0337059386074543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706296145915985 + ], + "opposite_logprob_tokens": [ + -2.127063035964966 + ], + "logprob_reward": -0.12706296145915985, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706296145915985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09672736376523972, + 0.07620470225811005, + 0.022615421563386917, + 0.17566819489002228, + 0.03996746987104416, + 0.03828562796115875, + 0.11405173689126968, + 0.17014555633068085, + 0.23942254483699799, + 0.026911389082670212 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.12706296145915985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "thrilling first-person perspective shot rushes forward at high speed, immersing the viewer in the experience of skiing through a dense, sun-drenched forest of evergreen trees. The bright red tips of the skis, occasionally visible at the bottom of the frame, aggressively carve deep tracks in the pristine powdery snow, sending up a plume of white spray. The camera, representing the skier's gaze, veers sharply and decisively to the left to avoid the thick trunks of a pine tree. Then, as the skier ducks beneath a low-hanging, snow-covered branch, the camera suddenly drops, the branch brushing past with a gentle whirring sound, releasing a stream of glittering snowflakes. The low winter sun filters through the treetops, creating a stroboscopic pattern of bright light and long, cold blue shadows on the forest floor. Black-gloved hands firmly grasp the ski poles, instinctively making tiny adjustments for balance. The entire scene, a blur of motion in the periphery, conveys an intense atmosphere of adrenaline-fueled focus and exhilarating speed as the skier skillfully navigates the treacherous yet beautiful terrain.", + "seed": 4130, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_2/index_5326_seed_4130_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09680207930505276, + "vlm_logprob": -0.09680207930505276, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.09680207930505276, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025801492854952812 + ], + "opposite_logprob_tokens": [ + -4.650801658630371 + ], + "logprob_reward": -0.025801492854952812, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.025801492854952812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32657673954963684, + 0.021344957873225212, + 0.049324627965688705, + 0.02314259670674801, + 0.038330379873514175, + 0.11631054431200027, + 0.05875399336218834, + 0.1976638287305832, + 0.08790701627731323, + 0.08064529299736023 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.025801492854952812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006756555289030075 + ], + "opposite_logprob_tokens": [ + -5.006756782531738 + ], + "logprob_reward": -0.006756555289030075, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006756555289030075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31700050830841064, + 0.051465954631567, + 0.04419848322868347, + 0.019548827782273293, + 0.04950053244829178, + 0.07927971333265305, + 0.08570858836174011, + 0.1834212690591812, + 0.038494937121868134, + 0.13138118386268616 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.006756555289030075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702706456184387 + ], + "opposite_logprob_tokens": [ + -2.1270270347595215 + ], + "logprob_reward": -0.12702706456184387, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702706456184387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.427074134349823, + 0.09117460995912552, + 0.12268880754709244, + 0.04969293624162674, + 0.03687203675508499, + 0.042257096618413925, + 0.04523772746324539, + 0.06067490205168724, + 0.06553895771503448, + 0.05878880247473717 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.12702706456184387 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305985942482948 + ], + "opposite_logprob_tokens": [ + -3.168059825897217 + ], + "logprob_reward": -0.04305985942482948, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305985942482948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2699175477027893, + 0.04487553611397743, + 0.16783718764781952, + 0.07423757016658783, + 0.04197421669960022, + 0.06657670438289642, + 0.03937738016247749, + 0.08671928197145462, + 0.10277785360813141, + 0.10570675879716873 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.04305985942482948 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28136542439460754 + ], + "opposite_logprob_tokens": [ + -1.4063653945922852 + ], + "logprob_reward": -0.28136542439460754, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28136542439460754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40644189715385437, + 0.029750168323516846, + 0.07986575365066528, + 0.021502885967493057, + 0.024349840357899666, + 0.060745690017938614, + 0.05694122239947319, + 0.03746107220649719, + 0.05817555636167526, + 0.22476592659950256 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.28136542439460754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "thrilling first-person perspective shot rushes forward at high speed, immersing the viewer in the experience of skiing through a dense, sun-drenched forest of evergreen trees. The bright red tips of the skis, occasionally visible at the bottom of the frame, aggressively carve deep tracks in the pristine powdery snow, sending up a plume of white spray. The camera, representing the skier's gaze, veers sharply and decisively to the left to avoid the thick trunks of a pine tree. Then, as the skier ducks beneath a low-hanging, snow-covered branch, the camera suddenly drops, the branch brushing past with a gentle whirring sound, releasing a stream of glittering snowflakes. The low winter sun filters through the treetops, creating a stroboscopic pattern of bright light and long, cold blue shadows on the forest floor. Black-gloved hands firmly grasp the ski poles, instinctively making tiny adjustments for balance. The entire scene, a blur of motion in the periphery, conveys an intense atmosphere of adrenaline-fueled focus and exhilarating speed as the skier skillfully navigates the treacherous yet beautiful terrain.", + "seed": 4131, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_2/index_5326_seed_4131_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18796074576675892, + "vlm_logprob": -0.18796074576675892, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.18796074576675892, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04662907496094704 + ], + "opposite_logprob_tokens": [ + -3.2966291904449463 + ], + "logprob_reward": -0.04662907496094704, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04662907496094704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10875990241765976, + 0.054321300238370895, + 0.3210790157318115, + 0.11068138480186462, + 0.042602717876434326, + 0.04337602108716965, + 0.021775271743535995, + 0.02187984623014927, + 0.03914323076605797, + 0.23638136684894562 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.04662907496094704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02639310248196125 + ], + "opposite_logprob_tokens": [ + -3.651393175125122 + ], + "logprob_reward": -0.02639310248196125, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02639310248196125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08127788454294205, + 0.041281044483184814, + 0.14663200080394745, + 0.3461626172065735, + 0.07293875515460968, + 0.018178574740886688, + 0.03522248566150665, + 0.07027056813240051, + 0.025537503883242607, + 0.1624986231327057 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.02639310248196125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28130975365638733 + ], + "opposite_logprob_tokens": [ + -1.406309723854065 + ], + "logprob_reward": -0.28130975365638733, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28130975365638733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12073452025651932, + 0.054914649575948715, + 0.2198280394077301, + 0.06328322738409042, + 0.08814910054206848, + 0.10503877699375153, + 0.08801771700382233, + 0.09858943521976471, + 0.02831665240228176, + 0.13312791287899017 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.28130975365638733 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206195428967476 + ], + "opposite_logprob_tokens": [ + -2.8120620250701904 + ], + "logprob_reward": -0.06206195428967476, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206195428967476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12178158015012741, + 0.10694888979196548, + 0.26106294989585876, + 0.03747754544019699, + 0.14433009922504425, + 0.09150177240371704, + 0.0342138446867466, + 0.025783279910683632, + 0.05544644594192505, + 0.12145362794399261 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.06206195428967476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective representing the skier's gaze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are bright red ski tips visible at the bottom of the frame carving into snow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera veer sharply to the left to avoid a thick pine tree trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera drop suddenly as the skier ducks beneath a low-hanging snow-covered branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are black-gloved hands holding ski poles visible making balance adjustments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234098434448242 + ], + "opposite_logprob_tokens": [ + -0.8984098434448242 + ], + "logprob_reward": -0.5234098434448242, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234098434448242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12283699214458466, + 0.081644706428051, + 0.24818868935108185, + 0.10237741470336914, + 0.13791032135486603, + 0.05555535480380058, + 0.036516230553388596, + 0.040041644126176834, + 0.05778355151414871, + 0.11714506894350052 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.5234098434448242 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_3/index_tensor([2125, 2125])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_3/index_tensor([2125, 2125])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8c2b38df9eca3778b47cff60287cc7ed43331888 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_3/index_tensor([2125, 2125])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth, slightly upward-angled tracking shot slowly travels through a grand Art Deco hall, focusing on a silent game of chess played out on a massive chessboard floor. The floor, composed of alternating massive white marble and black granite tiles, is polished to a brilliant shine, clearly reflecting the soft, warm glow of the massive brass chandelier hanging from the ceiling. Upon the board, a life-sized army of chess pieces, crafted from a blend of polished obsidian and brass, engages in a ritualistic and deadly game with solemnity and silence. Each piece embodies the distinctive streamlined and geometric symmetry of Art Deco style, with the deep, night-black obsidian forming the main body, while the warm, metallic-gleaming brass is meticulously crafted into the edges of armor, the details of weapons, and the expressionless, geometric faces of the chess pieces. The camera follows an obsidian knight as it glides inexorably across several squares with a steady and deliberate rhythm. Its smooth surface reflects the surrounding light, casting a long, ever-shifting shadow on the ground. When it finally and precisely lands on its target square, the enemy infantry it has replaced silently retreats, as if driven from the battlefield by an invisible force, ultimately merging into the shadows of the background pillars. The entire scene, dominated by black, white, and gold, exudes a solemn, awe-inspiring, and surreal tension. The only \"sound\" is the visual echo of light flowing across the different materials.", + "seed": 13196, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_3/index_2125_seed_13196_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08999365493655205, + "vlm_logprob": -0.08999365493655205, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.08999365493655205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0560775026679039 + ], + "opposite_logprob_tokens": [ + -2.931077480316162 + ], + "logprob_reward": -0.0560775026679039, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0560775026679039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23488210141658783, + 0.07290586084127426, + 0.1127919852733612, + 0.16153134405612946, + 0.055550817400217056, + 0.1086750328540802, + 0.09297356754541397, + 0.016411451622843742, + 0.10566594451665878, + 0.03861193731427193 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0560775026679039 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637278474867344 + ], + "opposite_logprob_tokens": [ + -3.6513726711273193 + ], + "logprob_reward": -0.02637278474867344, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637278474867344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23284505307674408, + 0.07498068362474442, + 0.2858138680458069, + 0.13219775259494781, + 0.06995970010757446, + 0.05740756914019585, + 0.038167763501405716, + 0.017042018473148346, + 0.059051550924777985, + 0.03253401815891266 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.02637278474867344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906029164791107 + ], + "opposite_logprob_tokens": [ + -2.4640603065490723 + ], + "logprob_reward": -0.08906029164791107, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906029164791107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18531574308872223, + 0.08100788295269012, + 0.14138096570968628, + 0.147992342710495, + 0.04082302004098892, + 0.05312762409448624, + 0.06809810549020767, + 0.05191958695650101, + 0.1842692643404007, + 0.046065498143434525 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.08906029164791107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252125084400177 + ], + "opposite_logprob_tokens": [ + -1.5021250247955322 + ], + "logprob_reward": -0.252125084400177, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252125084400177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22724805772304535, + 0.07078629732131958, + 0.08143196254968643, + 0.1565118283033371, + 0.1692986637353897, + 0.03953278064727783, + 0.07169757038354874, + 0.0766877606511116, + 0.06825220584869385, + 0.038552891463041306 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.252125084400177 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332611218094826 + ], + "opposite_logprob_tokens": [ + -3.6513326168060303 + ], + "logprob_reward": -0.026332611218094826, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332611218094826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2873912453651428, + 0.040600553154945374, + 0.053370799869298935, + 0.18063542246818542, + 0.10158443450927734, + 0.04263216629624367, + 0.052197035402059555, + 0.044484879821538925, + 0.1620125025510788, + 0.03509097546339035 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.026332611218094826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, slightly upward-angled tracking shot slowly travels through a grand Art Deco hall, focusing on a silent game of chess played out on a massive chessboard floor. The floor, composed of alternating massive white marble and black granite tiles, is polished to a brilliant shine, clearly reflecting the soft, warm glow of the massive brass chandelier hanging from the ceiling. Upon the board, a life-sized army of chess pieces, crafted from a blend of polished obsidian and brass, engages in a ritualistic and deadly game with solemnity and silence. Each piece embodies the distinctive streamlined and geometric symmetry of Art Deco style, with the deep, night-black obsidian forming the main body, while the warm, metallic-gleaming brass is meticulously crafted into the edges of armor, the details of weapons, and the expressionless, geometric faces of the chess pieces. The camera follows an obsidian knight as it glides inexorably across several squares with a steady and deliberate rhythm. Its smooth surface reflects the surrounding light, casting a long, ever-shifting shadow on the ground. When it finally and precisely lands on its target square, the enemy infantry it has replaced silently retreats, as if driven from the battlefield by an invisible force, ultimately merging into the shadows of the background pillars. The entire scene, dominated by black, white, and gold, exudes a solemn, awe-inspiring, and surreal tension. The only \"sound\" is the visual echo of light flowing across the different materials.", + "seed": 13197, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_3/index_2125_seed_13197_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024446044117212296, + "vlm_logprob": -0.024446044117212296, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.024446044117212296, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023668376728892326 + ], + "opposite_logprob_tokens": [ + -3.7736682891845703 + ], + "logprob_reward": -0.023668376728892326, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023668376728892326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1779918074607849, + 0.08081989735364914, + 0.034646715968847275, + 0.06432890146970749, + 0.20634813606739044, + 0.06157972291111946, + 0.028378792107105255, + 0.05538037419319153, + 0.03211432322859764, + 0.25841131806373596 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.023668376728892326 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372357040643692 + ], + "opposite_logprob_tokens": [ + -3.4087235927581787 + ], + "logprob_reward": -0.03372357040643692, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372357040643692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10439076274633408, + 0.06007124111056328, + 0.0397455170750618, + 0.06610140204429626, + 0.24384935200214386, + 0.04457605257630348, + 0.08039562404155731, + 0.13292337954044342, + 0.03767192363739014, + 0.19027473032474518 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.03372357040643692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038107629865407944 + ], + "opposite_logprob_tokens": [ + -3.2881076335906982 + ], + "logprob_reward": -0.038107629865407944, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038107629865407944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2209133505821228, + 0.17128323018550873, + 0.04919963330030441, + 0.04317205026745796, + 0.09687601774930954, + 0.08196264505386353, + 0.08697392046451569, + 0.054937273263931274, + 0.029955172911286354, + 0.16472676396369934 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.038107629865407944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200706034898758 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.014200706034898758, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200706034898758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08877067267894745, + 0.06708337366580963, + 0.11761296540498734, + 0.07055941224098206, + 0.12126297503709793, + 0.10230769962072372, + 0.2484494149684906, + 0.06258151680231094, + 0.027944590896368027, + 0.09342741966247559 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.014200706034898758 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01252993755042553 + ], + "opposite_logprob_tokens": [ + -4.3875298500061035 + ], + "logprob_reward": -0.01252993755042553, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01252993755042553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09935969859361649, + 0.03381424769759178, + 0.05127585679292679, + 0.1943761259317398, + 0.12912236154079437, + 0.13088899850845337, + 0.07543382048606873, + 0.10493386536836624, + 0.06238512694835663, + 0.1184098869562149 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.01252993755042553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, slightly upward-angled tracking shot slowly travels through a grand Art Deco hall, focusing on a silent game of chess played out on a massive chessboard floor. The floor, composed of alternating massive white marble and black granite tiles, is polished to a brilliant shine, clearly reflecting the soft, warm glow of the massive brass chandelier hanging from the ceiling. Upon the board, a life-sized army of chess pieces, crafted from a blend of polished obsidian and brass, engages in a ritualistic and deadly game with solemnity and silence. Each piece embodies the distinctive streamlined and geometric symmetry of Art Deco style, with the deep, night-black obsidian forming the main body, while the warm, metallic-gleaming brass is meticulously crafted into the edges of armor, the details of weapons, and the expressionless, geometric faces of the chess pieces. The camera follows an obsidian knight as it glides inexorably across several squares with a steady and deliberate rhythm. Its smooth surface reflects the surrounding light, casting a long, ever-shifting shadow on the ground. When it finally and precisely lands on its target square, the enemy infantry it has replaced silently retreats, as if driven from the battlefield by an invisible force, ultimately merging into the shadows of the background pillars. The entire scene, dominated by black, white, and gold, exudes a solemn, awe-inspiring, and surreal tension. The only \"sound\" is the visual echo of light flowing across the different materials.", + "seed": 13198, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_3/index_2125_seed_13198_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0290196068584919, + "vlm_logprob": -0.0290196068584919, + "vlm_yes_no_margin": 3.599999952316284, + "vlm_token_credit": -0.0290196068584919, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016975341364741325 + ], + "opposite_logprob_tokens": [ + -4.141975402832031 + ], + "logprob_reward": -0.016975341364741325, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016975341364741325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1248229369521141, + 0.07440517097711563, + 0.09359286725521088, + 0.06552679091691971, + 0.06575353443622589, + 0.13671404123306274, + 0.06550414115190506, + 0.20039339363574982, + 0.10965221375226974, + 0.06363492459058762 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.016975341364741325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812552988529205 + ], + "opposite_logprob_tokens": [ + -3.288125514984131 + ], + "logprob_reward": -0.03812552988529205, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812552988529205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16846954822540283, + 0.11239150911569595, + 0.09271617978811264, + 0.05332215502858162, + 0.0332164466381073, + 0.08580393344163895, + 0.07614335417747498, + 0.08692750334739685, + 0.18226201832294464, + 0.10874739289283752 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.03812552988529205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371250629425049 + ], + "opposite_logprob_tokens": [ + -3.408712387084961 + ], + "logprob_reward": -0.03371250629425049, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371250629425049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07636959105730057, + 0.07988497614860535, + 0.09146919846534729, + 0.08002105355262756, + 0.049008700996637344, + 0.1712311953306198, + 0.03594686836004257, + 0.2072388231754303, + 0.16700254380702972, + 0.04182704538106918 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.03371250629425049 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810648247599602 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.03810648247599602, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810648247599602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09373293817043304, + 0.13070891797542572, + 0.09481985121965408, + 0.055155761539936066, + 0.0515536330640316, + 0.05433113873004913, + 0.27493131160736084, + 0.08827018737792969, + 0.12995460629463196, + 0.02654161863029003 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.03810648247599602 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178174272179604 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.018178174272179604, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018178174272179604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2416476160287857, + 0.08593400567770004, + 0.11197961121797562, + 0.05518794059753418, + 0.056568071246147156, + 0.05295909196138382, + 0.17233441770076752, + 0.07487670332193375, + 0.10555802285671234, + 0.042954545468091965 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.018178174272179604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, slightly upward-angled tracking shot slowly travels through a grand Art Deco hall, focusing on a silent game of chess played out on a massive chessboard floor. The floor, composed of alternating massive white marble and black granite tiles, is polished to a brilliant shine, clearly reflecting the soft, warm glow of the massive brass chandelier hanging from the ceiling. Upon the board, a life-sized army of chess pieces, crafted from a blend of polished obsidian and brass, engages in a ritualistic and deadly game with solemnity and silence. Each piece embodies the distinctive streamlined and geometric symmetry of Art Deco style, with the deep, night-black obsidian forming the main body, while the warm, metallic-gleaming brass is meticulously crafted into the edges of armor, the details of weapons, and the expressionless, geometric faces of the chess pieces. The camera follows an obsidian knight as it glides inexorably across several squares with a steady and deliberate rhythm. Its smooth surface reflects the surrounding light, casting a long, ever-shifting shadow on the ground. When it finally and precisely lands on its target square, the enemy infantry it has replaced silently retreats, as if driven from the battlefield by an invisible force, ultimately merging into the shadows of the background pillars. The entire scene, dominated by black, white, and gold, exudes a solemn, awe-inspiring, and surreal tension. The only \"sound\" is the visual echo of light flowing across the different materials.", + "seed": 13199, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_3/index_2125_seed_13199_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03562729489058256, + "vlm_logprob": -0.03562729489058256, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.03562729489058256, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04918694868683815 + ], + "opposite_logprob_tokens": [ + -3.049186944961548 + ], + "logprob_reward": -0.04918694868683815, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04918694868683815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4619346559047699, + 0.03765817731618881, + 0.10602235049009323, + 0.04046296328306198, + 0.07616183906793594, + 0.1563887894153595, + 0.0183322262018919, + 0.027940470725297928, + 0.028150446712970734, + 0.0469481498003006 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.04918694868683815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331707254052162 + ], + "opposite_logprob_tokens": [ + -3.7733170986175537 + ], + "logprob_reward": -0.02331707254052162, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331707254052162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40210387110710144, + 0.04765404388308525, + 0.12014254927635193, + 0.02289091981947422, + 0.05359651893377304, + 0.23355674743652344, + 0.02046515978872776, + 0.024718772619962692, + 0.023643599823117256, + 0.05122780054807663 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.02331707254052162 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498340725898743 + ], + "opposite_logprob_tokens": [ + -2.929983377456665 + ], + "logprob_reward": -0.05498340725898743, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498340725898743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2547849416732788, + 0.1160777285695076, + 0.13697253167629242, + 0.14926660060882568, + 0.05733592063188553, + 0.12544354796409607, + 0.03176681324839592, + 0.04307200759649277, + 0.03443754091858864, + 0.05084242299199104 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.05498340725898743 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811439871788025 + ], + "opposite_logprob_tokens": [ + -3.288114309310913 + ], + "logprob_reward": -0.03811439871788025, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811439871788025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20813599228858948, + 0.0938979759812355, + 0.16101160645484924, + 0.061727315187454224, + 0.0947309285402298, + 0.17974478006362915, + 0.06294848769903183, + 0.04645691066980362, + 0.03125077858567238, + 0.060095179826021194 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.03811439871788025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a grand Art Deco hall with a massive chessboard floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the floor tiles composed of alternating white marble and black granite with a polished, reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive brass chandelier visible hanging from the ceiling, casting a soft warm glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an obsidian knight visible gliding across the board and landing on a target square?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, slightly upward-angled tracking shot following the knight's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253464724868536 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.01253464724868536, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253464724868536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15988042950630188, + 0.05867820233106613, + 0.4417452812194824, + 0.05249542370438576, + 0.05652542784810066, + 0.09504789859056473, + 0.028472259640693665, + 0.03526242822408676, + 0.028325464576482773, + 0.043567169457674026 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.01253464724868536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_4/index_tensor([1030, 1030])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_4/index_tensor([1030, 1030])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5c99199c7cbff9d880f875eb6089036ca446fe80 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_4/index_tensor([1030, 1030])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Hyper-REAL CGI rendering, shot from a static, low-angle, wide-angle lens, establishes the monumental scale of a massive bronze statue composed of stoic ancient figures. The camera remains fixed, emphasizing the relentless and unforgiving nature of time. Cast under a moody, swirling cloudscape, casting a cold, unfocused light, the statue's surface reveals a rich, dark patina, a tapestry of deep browns and greens weathered by centuries of wind and rain. Accelerated erosion begins as incredibly bright, glowing streams of acid spontaneously appear from the statue's shoulders and crown. These glowing, toxic green streams follow intricate, branching paths along the rusted metal, their chemiluminescent glow contrasting starkly with the gloomy surroundings. As they flow, they trigger a visible and violent hissing dissolution, the solid bronze hissing and bubbling, meticulously eroded into a fine, black metallic sludge that cascades downward. This granular substance steadily accumulated on the statue's massive stone base, forming an ever-growing pool of viscous water that shimmered with an oily, damp sheen, reflecting the dusky sky and the eerie green light of its own corrosive creations, creating an atmosphere of sublime yet terrifying decay.", + "seed": 13923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_4/index_1030_seed_13923_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0657098702620715, + "vlm_logprob": -0.0657098702620715, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.0657098702620715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13041925430297852 + ], + "opposite_logprob_tokens": [ + -2.1304192543029785 + ], + "logprob_reward": -0.13041925430297852, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13041925430297852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3143870532512665, + 0.17780253291130066, + 0.1140831857919693, + 0.0628107488155365, + 0.04668985307216644, + 0.06432940810918808, + 0.04199553281068802, + 0.042241860181093216, + 0.08088549226522446, + 0.05477428808808327 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.13041925430297852 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08914251625537872 + ], + "opposite_logprob_tokens": [ + -2.4641425609588623 + ], + "logprob_reward": -0.08914251625537872, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08914251625537872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2717071771621704, + 0.19435560703277588, + 0.057317815721035004, + 0.057950008660554886, + 0.07475481927394867, + 0.05299830436706543, + 0.05053218826651573, + 0.09162336587905884, + 0.10228080302476883, + 0.04647994041442871 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.08914251625537872 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003632377600297332 + ], + "opposite_logprob_tokens": [ + -5.628632545471191 + ], + "logprob_reward": -0.003632377600297332, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003632377600297332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23009398579597473, + 0.11250314116477966, + 0.11831129342317581, + 0.058262620121240616, + 0.12685111165046692, + 0.11608637124300003, + 0.048629388213157654, + 0.049725085496902466, + 0.11148107051849365, + 0.028055895119905472 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.003632377600297332 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900552451610565 + ], + "opposite_logprob_tokens": [ + -2.579005479812622 + ], + "logprob_reward": -0.07900552451610565, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900552451610565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21890121698379517, + 0.05259377881884575, + 0.07593992352485657, + 0.08042014390230179, + 0.09167799353599548, + 0.0910557433962822, + 0.0521320141851902, + 0.10211779922246933, + 0.11354178935289383, + 0.1216195821762085 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.07900552451610565 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634967863559723 + ], + "opposite_logprob_tokens": [ + -3.6513497829437256 + ], + "logprob_reward": -0.02634967863559723, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634967863559723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20140722393989563, + 0.281877338886261, + 0.09681635349988937, + 0.10115662962198257, + 0.05183073505759239, + 0.050597649067640305, + 0.03390679508447647, + 0.03523270785808563, + 0.06767544895410538, + 0.07949917763471603 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02634967863559723 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Hyper-REAL CGI rendering, shot from a static, low-angle, wide-angle lens, establishes the monumental scale of a massive bronze statue composed of stoic ancient figures. The camera remains fixed, emphasizing the relentless and unforgiving nature of time. Cast under a moody, swirling cloudscape, casting a cold, unfocused light, the statue's surface reveals a rich, dark patina, a tapestry of deep browns and greens weathered by centuries of wind and rain. Accelerated erosion begins as incredibly bright, glowing streams of acid spontaneously appear from the statue's shoulders and crown. These glowing, toxic green streams follow intricate, branching paths along the rusted metal, their chemiluminescent glow contrasting starkly with the gloomy surroundings. As they flow, they trigger a visible and violent hissing dissolution, the solid bronze hissing and bubbling, meticulously eroded into a fine, black metallic sludge that cascades downward. This granular substance steadily accumulated on the statue's massive stone base, forming an ever-growing pool of viscous water that shimmered with an oily, damp sheen, reflecting the dusky sky and the eerie green light of its own corrosive creations, creating an atmosphere of sublime yet terrifying decay.", + "seed": 13924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_4/index_1030_seed_13924_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08651100881397725, + "vlm_logprob": -0.08651100881397725, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.08651100881397725, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2025940716266632 + ], + "opposite_logprob_tokens": [ + -1.7025940418243408 + ], + "logprob_reward": -0.2025940716266632, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2025940716266632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17575480043888092, + 0.06453821063041687, + 0.04353414475917816, + 0.1340654045343399, + 0.20988428592681885, + 0.15555910766124725, + 0.05897561088204384, + 0.03990166634321213, + 0.04111197963356972, + 0.07667479664087296 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.2025940716266632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710998952388763 + ], + "opposite_logprob_tokens": [ + -2.127110004425049 + ], + "logprob_reward": -0.12710998952388763, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710998952388763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18193598091602325, + 0.09384677559137344, + 0.02960200421512127, + 0.09373190253973007, + 0.15452158451080322, + 0.23396314680576324, + 0.05463594198226929, + 0.03358795866370201, + 0.023566095158457756, + 0.10060858726501465 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.12710998952388763 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791677817702293 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.009791677817702293, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791677817702293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1664084643125534, + 0.31673386693000793, + 0.05095904320478439, + 0.09893380850553513, + 0.06688360124826431, + 0.11042757332324982, + 0.0629294291138649, + 0.05001750588417053, + 0.04216938838362694, + 0.034537311643362045 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.009791677817702293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038112908601760864 + ], + "opposite_logprob_tokens": [ + -3.2881128787994385 + ], + "logprob_reward": -0.038112908601760864, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038112908601760864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1567755788564682, + 0.26395463943481445, + 0.05141032859683037, + 0.111284039914608, + 0.07211422920227051, + 0.07907110452651978, + 0.08734467625617981, + 0.044085584580898285, + 0.0743396207690239, + 0.059620194137096405 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.038112908601760864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494639649987221 + ], + "opposite_logprob_tokens": [ + -2.9299464225769043 + ], + "logprob_reward": -0.05494639649987221, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494639649987221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2539590299129486, + 0.26747405529022217, + 0.03766348585486412, + 0.05310705676674843, + 0.09856057167053223, + 0.0450136661529541, + 0.13748005032539368, + 0.02613184228539467, + 0.027776464819908142, + 0.052833762019872665 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.05494639649987221 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Hyper-REAL CGI rendering, shot from a static, low-angle, wide-angle lens, establishes the monumental scale of a massive bronze statue composed of stoic ancient figures. The camera remains fixed, emphasizing the relentless and unforgiving nature of time. Cast under a moody, swirling cloudscape, casting a cold, unfocused light, the statue's surface reveals a rich, dark patina, a tapestry of deep browns and greens weathered by centuries of wind and rain. Accelerated erosion begins as incredibly bright, glowing streams of acid spontaneously appear from the statue's shoulders and crown. These glowing, toxic green streams follow intricate, branching paths along the rusted metal, their chemiluminescent glow contrasting starkly with the gloomy surroundings. As they flow, they trigger a visible and violent hissing dissolution, the solid bronze hissing and bubbling, meticulously eroded into a fine, black metallic sludge that cascades downward. This granular substance steadily accumulated on the statue's massive stone base, forming an ever-growing pool of viscous water that shimmered with an oily, damp sheen, reflecting the dusky sky and the eerie green light of its own corrosive creations, creating an atmosphere of sublime yet terrifying decay.", + "seed": 13925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_4/index_1030_seed_13925_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08001466556452215, + "vlm_logprob": -0.08001466556452215, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.08001466556452215, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09175470471382141 + ], + "opposite_logprob_tokens": [ + -2.466754674911499 + ], + "logprob_reward": -0.09175470471382141, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09175470471382141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08199258148670197, + 0.030742263421416283, + 0.043240781873464584, + 0.4528735876083374, + 0.09232165664434433, + 0.1402766853570938, + 0.039326682686805725, + 0.04193650186061859, + 0.03869225084781647, + 0.0385969839990139 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.09175470471382141 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018220197409391403 + ], + "opposite_logprob_tokens": [ + -4.0182204246521 + ], + "logprob_reward": -0.018220197409391403, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018220197409391403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0894474908709526, + 0.03506869822740555, + 0.050818126648664474, + 0.14662997424602509, + 0.11120697110891342, + 0.31675827503204346, + 0.051898084580898285, + 0.08178097009658813, + 0.07433612644672394, + 0.042055223137140274 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.018220197409391403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024944401811808348 + ], + "opposite_logprob_tokens": [ + -6.0024943351745605 + ], + "logprob_reward": -0.0024944401811808348, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024944401811808348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06839043647050858, + 0.04176417365670204, + 0.04079894721508026, + 0.16469812393188477, + 0.10154355317354202, + 0.32923370599746704, + 0.05464706942439079, + 0.08140605688095093, + 0.08524779975414276, + 0.032270144671201706 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.0024944401811808348 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205948814749718 + ], + "opposite_logprob_tokens": [ + -2.8120594024658203 + ], + "logprob_reward": -0.06205948814749718, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205948814749718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05174208804965019, + 0.038361504673957825, + 0.04052058234810829, + 0.23822267353534698, + 0.12767697870731354, + 0.22063687443733215, + 0.04611249640583992, + 0.05457029491662979, + 0.11404174566268921, + 0.06811479479074478 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.06205948814749718 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255444973707199 + ], + "opposite_logprob_tokens": [ + -1.6005444526672363 + ], + "logprob_reward": -0.2255444973707199, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255444973707199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10311633348464966, + 0.051333244889974594, + 0.05202861502766609, + 0.17178910970687866, + 0.09193292260169983, + 0.38690516352653503, + 0.037257105112075806, + 0.03789045661687851, + 0.02497958205640316, + 0.04276750236749649 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.2255444973707199 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Hyper-REAL CGI rendering, shot from a static, low-angle, wide-angle lens, establishes the monumental scale of a massive bronze statue composed of stoic ancient figures. The camera remains fixed, emphasizing the relentless and unforgiving nature of time. Cast under a moody, swirling cloudscape, casting a cold, unfocused light, the statue's surface reveals a rich, dark patina, a tapestry of deep browns and greens weathered by centuries of wind and rain. Accelerated erosion begins as incredibly bright, glowing streams of acid spontaneously appear from the statue's shoulders and crown. These glowing, toxic green streams follow intricate, branching paths along the rusted metal, their chemiluminescent glow contrasting starkly with the gloomy surroundings. As they flow, they trigger a visible and violent hissing dissolution, the solid bronze hissing and bubbling, meticulously eroded into a fine, black metallic sludge that cascades downward. This granular substance steadily accumulated on the statue's massive stone base, forming an ever-growing pool of viscous water that shimmered with an oily, damp sheen, reflecting the dusky sky and the eerie green light of its own corrosive creations, creating an atmosphere of sublime yet terrifying decay.", + "seed": 13926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_4/index_1030_seed_13926_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16420499994419516, + "vlm_logprob": -0.16420499994419516, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.16420499994419516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3879767954349518 + ], + "opposite_logprob_tokens": [ + -1.1379767656326294 + ], + "logprob_reward": -0.3879767954349518, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3879767954349518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0642341896891594, + 0.04538370668888092, + 0.06045771762728691, + 0.03656971454620361, + 0.06508730351924896, + 0.3825705051422119, + 0.23972174525260925, + 0.05870768800377846, + 0.018425166606903076, + 0.02884223498404026 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.3879767954349518 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08911830186843872 + ], + "opposite_logprob_tokens": [ + -2.464118242263794 + ], + "logprob_reward": -0.08911830186843872, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08911830186843872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06728360056877136, + 0.03981681540608406, + 0.0629117488861084, + 0.046004846692085266, + 0.054939378052949905, + 0.3499905467033386, + 0.20945973694324493, + 0.07542645931243896, + 0.03571704030036926, + 0.058449894189834595 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.08911830186843872 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036270327400416136 + ], + "opposite_logprob_tokens": [ + -5.628626823425293 + ], + "logprob_reward": -0.0036270327400416136, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036270327400416136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047935303300619125, + 0.028756309300661087, + 0.0694243460893631, + 0.043743379414081573, + 0.04490036889910698, + 0.18331822752952576, + 0.14952221512794495, + 0.22967447340488434, + 0.17417559027671814, + 0.028549782931804657 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.0036270327400416136 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992430925369263 + ], + "opposite_logprob_tokens": [ + -1.8049242496490479 + ], + "logprob_reward": -0.17992430925369263, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992430925369263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041926782578229904, + 0.05814167857170105, + 0.05109260603785515, + 0.04118117690086365, + 0.07367286831140518, + 0.11748670041561127, + 0.10053185373544693, + 0.14132320880889893, + 0.2901357412338257, + 0.08450735360383987 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.17992430925369263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive bronze statue composed of stoic ancient figures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a rich, dark patina with deep browns and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do bright, glowing green streams of acid appear from the statue's shoulders and crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze visibly hissing, bubbling, and eroding into a fine black metallic sludge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160378560423851 + ], + "opposite_logprob_tokens": [ + -1.9103785753250122 + ], + "logprob_reward": -0.160378560423851, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160378560423851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1699398159980774, + 0.05874461308121681, + 0.05491894856095314, + 0.044869314879179, + 0.03699445351958275, + 0.13370169699192047, + 0.14868870377540588, + 0.1712712049484253, + 0.11207946389913559, + 0.06879179924726486 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.160378560423851 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_5/index_tensor([7367, 7367])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_5/index_tensor([7367, 7367])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cd99c9527f6c13e9af6c0a58fc11918ade3c92ce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_5/index_tensor([7367, 7367])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "striking close-up shot, captured from below with an exaggerated fisheye lens, maintains a still focus on a massive propeller shaft. The shaft, an industrial metallic gray, gleams with a cool, solid sheen. Rotating at high speed, its immense mass is magnified by the fisheye lens' distortion, making it appear even more majestic. The shaft is completely enveloped by a turbulent, deep blue, almost transparent current, swirling around it with countless white bubbles and chaotic eddies, forming a dynamic barrier. The propeller slices through the water at an astonishingly steady pace, instantly releasing thousands of crystal-clear bubbles of varying sizes, which seem to come alive and scatter across the frame. In Disney Pixar's signature delicate lighting, a bright beam of light penetrates the water's surface, creating flowing, comic-like highlights on the spinning blades and causing each stirred bubble to reflect tiny, vibrant rainbow specks. The entire picture is full of vivid textures, from the cold and hard metal to the soft and violent water flow, creating a visual atmosphere that is both powerful and full of fairy-tale fantasy.", + "seed": 23913, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_5/index_7367_seed_23913_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02992798201739788, + "vlm_logprob": -0.02992798201739788, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.02992798201739788, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01356102991849184 + ], + "opposite_logprob_tokens": [ + -4.513561248779297 + ], + "logprob_reward": -0.01356102991849184, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01356102991849184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15698480606079102, + 0.11688270419836044, + 0.03844049572944641, + 0.12173683941364288, + 0.07779897004365921, + 0.12098657339811325, + 0.06861116737127304, + 0.1692732721567154, + 0.04714561998844147, + 0.0821395143866539 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.01356102991849184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865988716483116 + ], + "opposite_logprob_tokens": [ + -3.0486598014831543 + ], + "logprob_reward": -0.04865988716483116, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865988716483116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14671295881271362, + 0.0576602965593338, + 0.03792250156402588, + 0.0811300203204155, + 0.041464753448963165, + 0.17620603740215302, + 0.3386819064617157, + 0.041348207741975784, + 0.016977347433567047, + 0.061895955353975296 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.04865988716483116 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978530291467905 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.00978530291467905, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978530291467905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5927722454071045, + 0.04192278906702995, + 0.05415228754281998, + 0.07496143132448196, + 0.039626345038414, + 0.05740215256810188, + 0.03412003815174103, + 0.03699341043829918, + 0.026743950322270393, + 0.04130535200238228 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.00978530291467905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627766579389572 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007627766579389572, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627766579389572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2685616910457611, + 0.05385265126824379, + 0.059459809213876724, + 0.11689133197069168, + 0.05447205901145935, + 0.12879616022109985, + 0.03572951257228851, + 0.0625859946012497, + 0.03470892459154129, + 0.184941828250885 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.007627766579389572 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000592350959778 + ], + "opposite_logprob_tokens": [ + -2.6950058937072754 + ], + "logprob_reward": -0.07000592350959778, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000592350959778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5138912200927734, + 0.032957419753074646, + 0.11128508299589157, + 0.02968686632812023, + 0.03001745231449604, + 0.06713703274726868, + 0.06743965297937393, + 0.01911844126880169, + 0.02156682312488556, + 0.10690005123615265 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.07000592350959778 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking close-up shot, captured from below with an exaggerated fisheye lens, maintains a still focus on a massive propeller shaft. The shaft, an industrial metallic gray, gleams with a cool, solid sheen. Rotating at high speed, its immense mass is magnified by the fisheye lens' distortion, making it appear even more majestic. The shaft is completely enveloped by a turbulent, deep blue, almost transparent current, swirling around it with countless white bubbles and chaotic eddies, forming a dynamic barrier. The propeller slices through the water at an astonishingly steady pace, instantly releasing thousands of crystal-clear bubbles of varying sizes, which seem to come alive and scatter across the frame. In Disney Pixar's signature delicate lighting, a bright beam of light penetrates the water's surface, creating flowing, comic-like highlights on the spinning blades and causing each stirred bubble to reflect tiny, vibrant rainbow specks. The entire picture is full of vivid textures, from the cold and hard metal to the soft and violent water flow, creating a visual atmosphere that is both powerful and full of fairy-tale fantasy.", + "seed": 23914, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_5/index_7367_seed_23914_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07102813683450222, + "vlm_logprob": -0.07102813683450222, + "vlm_yes_no_margin": 3.1499999523162843, + "vlm_token_credit": -0.07102813683450222, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18119433522224426 + ], + "opposite_logprob_tokens": [ + -1.8061943054199219 + ], + "logprob_reward": -0.18119433522224426, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18119433522224426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13182534277439117, + 0.07437160611152649, + 0.03819571062922478, + 0.023138053715229034, + 0.018538320437073708, + 0.0868251770734787, + 0.018167506903409958, + 0.02463267743587494, + 0.4563949406147003, + 0.12791059911251068 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.18119433522224426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899527996778488 + ], + "opposite_logprob_tokens": [ + -2.5789952278137207 + ], + "logprob_reward": -0.07899527996778488, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899527996778488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10483396053314209, + 0.2423774003982544, + 0.0411766953766346, + 0.060517825186252594, + 0.06528913229703903, + 0.10806696861982346, + 0.08909851312637329, + 0.1258687824010849, + 0.07622189074754715, + 0.08654879033565521 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.07899527996778488 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740570068359375 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740570068359375, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740570068359375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0679088905453682, + 0.07378845661878586, + 0.03851386532187462, + 0.016181716695427895, + 0.03333059698343277, + 0.04345257952809334, + 0.03536397963762283, + 0.10092192143201828, + 0.4840617775917053, + 0.10647628456354141 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.006740570068359375 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188124522566795 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018188124522566795, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018188124522566795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07263322919607162, + 0.06761521100997925, + 0.0505560040473938, + 0.04473113641142845, + 0.07723991572856903, + 0.053537413477897644, + 0.08090333640575409, + 0.09112855792045593, + 0.3792031407356262, + 0.08245203644037247 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.018188124522566795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002237439155579 + ], + "opposite_logprob_tokens": [ + -2.6950223445892334 + ], + "logprob_reward": -0.07002237439155579, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002237439155579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0459861196577549, + 0.12333695590496063, + 0.02421892248094082, + 0.027264825999736786, + 0.10283999890089035, + 0.019828354939818382, + 0.1822645515203476, + 0.055615589022636414, + 0.31280815601348877, + 0.10583654791116714 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.07002237439155579 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking close-up shot, captured from below with an exaggerated fisheye lens, maintains a still focus on a massive propeller shaft. The shaft, an industrial metallic gray, gleams with a cool, solid sheen. Rotating at high speed, its immense mass is magnified by the fisheye lens' distortion, making it appear even more majestic. The shaft is completely enveloped by a turbulent, deep blue, almost transparent current, swirling around it with countless white bubbles and chaotic eddies, forming a dynamic barrier. The propeller slices through the water at an astonishingly steady pace, instantly releasing thousands of crystal-clear bubbles of varying sizes, which seem to come alive and scatter across the frame. In Disney Pixar's signature delicate lighting, a bright beam of light penetrates the water's surface, creating flowing, comic-like highlights on the spinning blades and causing each stirred bubble to reflect tiny, vibrant rainbow specks. The entire picture is full of vivid textures, from the cold and hard metal to the soft and violent water flow, creating a visual atmosphere that is both powerful and full of fairy-tale fantasy.", + "seed": 23915, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_5/index_7367_seed_23915_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02607552194967866, + "vlm_logprob": -0.02607552194967866, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02607552194967866, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021394304931163788 + ], + "opposite_logprob_tokens": [ + -3.8963942527770996 + ], + "logprob_reward": -0.021394304931163788, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021394304931163788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33510762453079224, + 0.10936254262924194, + 0.09102009981870651, + 0.14079776406288147, + 0.07457290589809418, + 0.043213147670030594, + 0.06761366873979568, + 0.029265720397233963, + 0.07510339468717575, + 0.033943139016628265 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.021394304931163788 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904338628053665 + ], + "opposite_logprob_tokens": [ + -2.464043378829956 + ], + "logprob_reward": -0.08904338628053665, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904338628053665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18910036981105804, + 0.17623519897460938, + 0.0604960098862648, + 0.06701292842626572, + 0.054705843329429626, + 0.21885572373867035, + 0.04565669968724251, + 0.030204514041543007, + 0.0546339750289917, + 0.10309872776269913 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.08904338628053665 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052535575814545155 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.0052535575814545155, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052535575814545155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1905948668718338, + 0.12245457619428635, + 0.10786598920822144, + 0.07856643199920654, + 0.14071200788021088, + 0.09765535593032837, + 0.0807025283575058, + 0.08379044383764267, + 0.055654752999544144, + 0.04200300946831703 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0052535575814545155 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036153923720121384 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036153923720121384, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036153923720121384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14296528697013855, + 0.09807981550693512, + 0.0744914785027504, + 0.08170166611671448, + 0.07270637899637222, + 0.28439146280288696, + 0.040945421904325485, + 0.07743627578020096, + 0.0573420524597168, + 0.06994011998176575 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0036153923720121384 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070968583226204 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011070968583226204, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070968583226204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14269737899303436, + 0.09647049009799957, + 0.05931426212191582, + 0.22371894121170044, + 0.10682199895381927, + 0.12099047750234604, + 0.03061618097126484, + 0.13129855692386627, + 0.03255308046936989, + 0.055518683046102524 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.011070968583226204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking close-up shot, captured from below with an exaggerated fisheye lens, maintains a still focus on a massive propeller shaft. The shaft, an industrial metallic gray, gleams with a cool, solid sheen. Rotating at high speed, its immense mass is magnified by the fisheye lens' distortion, making it appear even more majestic. The shaft is completely enveloped by a turbulent, deep blue, almost transparent current, swirling around it with countless white bubbles and chaotic eddies, forming a dynamic barrier. The propeller slices through the water at an astonishingly steady pace, instantly releasing thousands of crystal-clear bubbles of varying sizes, which seem to come alive and scatter across the frame. In Disney Pixar's signature delicate lighting, a bright beam of light penetrates the water's surface, creating flowing, comic-like highlights on the spinning blades and causing each stirred bubble to reflect tiny, vibrant rainbow specks. The entire picture is full of vivid textures, from the cold and hard metal to the soft and violent water flow, creating a visual atmosphere that is both powerful and full of fairy-tale fantasy.", + "seed": 23916, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_5/index_7367_seed_23916_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03379077175632119, + "vlm_logprob": -0.03379077175632119, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.03379077175632119, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035188328474760056 + ], + "opposite_logprob_tokens": [ + -3.4101884365081787 + ], + "logprob_reward": -0.035188328474760056, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.035188328474760056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2294122725725174, + 0.11607568711042404, + 0.13047246634960175, + 0.11423666775226593, + 0.080345518887043, + 0.04878363385796547, + 0.07053405046463013, + 0.08095728605985641, + 0.07807216793298721, + 0.05111021548509598 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.035188328474760056 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043071165680885315 + ], + "opposite_logprob_tokens": [ + -3.1680712699890137 + ], + "logprob_reward": -0.043071165680885315, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043071165680885315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1813555359840393, + 0.07275456190109253, + 0.2354983538389206, + 0.10710702836513519, + 0.09151124954223633, + 0.031551290303468704, + 0.05934767425060272, + 0.11518622189760208, + 0.07523822784423828, + 0.030449867248535156 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.043071165680885315 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076333265751600266 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.0076333265751600266, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076333265751600266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26962628960609436, + 0.12586523592472076, + 0.08404320478439331, + 0.08874069154262543, + 0.13952019810676575, + 0.02952466532588005, + 0.13055819272994995, + 0.036931537091732025, + 0.0556788332760334, + 0.03951115533709526 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0076333265751600266 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040955008007586 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.0040955008007586, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040955008007586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13206978142261505, + 0.0464000441133976, + 0.096981942653656, + 0.05808098241686821, + 0.16175667941570282, + 0.07192020118236542, + 0.3215588629245758, + 0.032249566167593, + 0.05702362209558487, + 0.021958328783512115 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.0040955008007586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a massive propeller shaft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle captured from below with an exaggerated fisheye lens distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the propeller shaft metallic gray with a cool, solid sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the shaft rotating at high speed while being enveloped by a turbulent, deep blue current with white bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a bright beam of light penetrating the water surface creating rainbow specks on bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896553725004196 + ], + "opposite_logprob_tokens": [ + -2.578965425491333 + ], + "logprob_reward": -0.07896553725004196, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896553725004196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09576943516731262, + 0.05486221984028816, + 0.057966891676187515, + 0.06075255945324898, + 0.18049226701259613, + 0.05972813442349434, + 0.09672904759645462, + 0.1525663137435913, + 0.2201041281223297, + 0.021029075607657433 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.07896553725004196 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_6/index_tensor([227, 227])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_6/index_tensor([227, 227])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..08abee37d43111b1e711ac5b4e61876395e793b6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_6/index_tensor([227, 227])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot gracefully captures a woman, her dark black hair pulled back into an elegant bun, a few loose tendrils framing her face, as she twirls with serene grace on a classic Parisian balcony. She wears a vibrant ruby-red silk chiffon dress, its off-the-shoulder design accentuating her graceful figure. As she twirls slowly and deliberately, her arms gently extended to her sides, a blissful expression on her face, her eyes softly closed. The gown's voluminous skirt splays magnificently around her, the flowing fabric catching the warm golden light of the setting sun, creating mesmerizing circular ripples. The balcony itself features an ornate black cast-iron railing. In the background, the iconic latticework of the Eiffel Tower stands majestically against a twilight sky painted with soft lines of orange, pink, and deep purple. The camera remains steady, allowing her movements to take center stage, then slowly pulls back to a wider shot, revealing a vast panorama of the Parisian rooftops below and immersing the entire scene in a profoundly romantic, dreamlike, and cinematic atmosphere.", + "seed": 2421, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_6/index_227_seed_2421_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07145169414579869, + "vlm_logprob": -0.07145169414579869, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.07145169414579869, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030514884740114212 + ], + "opposite_logprob_tokens": [ + -3.53051495552063 + ], + "logprob_reward": -0.030514884740114212, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030514884740114212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3354269564151764, + 0.05299683287739754, + 0.07659374922513962, + 0.08447364717721939, + 0.15542854368686676, + 0.02290702797472477, + 0.055988866835832596, + 0.0735258013010025, + 0.10635731369256973, + 0.036301273852586746 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.030514884740114212 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549715116620064 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012549715116620064, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549715116620064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21215473115444183, + 0.06462081521749496, + 0.05800122022628784, + 0.08649615943431854, + 0.12189045548439026, + 0.021896960213780403, + 0.03938378766179085, + 0.07352054119110107, + 0.1514933854341507, + 0.1705419272184372 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.012549715116620064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054950349032878876 + ], + "opposite_logprob_tokens": [ + -2.92995023727417 + ], + "logprob_reward": -0.054950349032878876, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054950349032878876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4241555333137512, + 0.06326586753129959, + 0.06961855292320251, + 0.06992731243371964, + 0.18078945577144623, + 0.026326008141040802, + 0.04511674493551254, + 0.03363131731748581, + 0.05725798010826111, + 0.029911141842603683 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.054950349032878876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369464352726936 + ], + "opposite_logprob_tokens": [ + -3.4086947441101074 + ], + "logprob_reward": -0.03369464352726936, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369464352726936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14347393810749054, + 0.06689383834600449, + 0.07938485592603683, + 0.16603867709636688, + 0.06700414419174194, + 0.030271992087364197, + 0.0544675774872303, + 0.13714849948883057, + 0.1057000532746315, + 0.14961640536785126 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.03369464352726936 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255488783121109 + ], + "opposite_logprob_tokens": [ + -1.6005488634109497 + ], + "logprob_reward": -0.2255488783121109, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255488783121109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12840215861797333, + 0.08050010353326797, + 0.09618407487869263, + 0.074240542948246, + 0.07023383677005768, + 0.04522238299250603, + 0.10863693058490753, + 0.08082592487335205, + 0.2715647518634796, + 0.044189341366291046 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.2255488783121109 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot gracefully captures a woman, her dark black hair pulled back into an elegant bun, a few loose tendrils framing her face, as she twirls with serene grace on a classic Parisian balcony. She wears a vibrant ruby-red silk chiffon dress, its off-the-shoulder design accentuating her graceful figure. As she twirls slowly and deliberately, her arms gently extended to her sides, a blissful expression on her face, her eyes softly closed. The gown's voluminous skirt splays magnificently around her, the flowing fabric catching the warm golden light of the setting sun, creating mesmerizing circular ripples. The balcony itself features an ornate black cast-iron railing. In the background, the iconic latticework of the Eiffel Tower stands majestically against a twilight sky painted with soft lines of orange, pink, and deep purple. The camera remains steady, allowing her movements to take center stage, then slowly pulls back to a wider shot, revealing a vast panorama of the Parisian rooftops below and immersing the entire scene in a profoundly romantic, dreamlike, and cinematic atmosphere.", + "seed": 2422, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_6/index_227_seed_2422_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10336255598813296, + "vlm_logprob": -0.10336255598813296, + "vlm_yes_no_margin": 3.025000011920929, + "vlm_token_credit": -0.10336255598813296, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049455538392066956 + ], + "opposite_logprob_tokens": [ + -3.0494556427001953 + ], + "logprob_reward": -0.049455538392066956, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049455538392066956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29958751797676086, + 0.0785895511507988, + 0.06561169773340225, + 0.05358804762363434, + 0.22699864208698273, + 0.06629697978496552, + 0.06500285863876343, + 0.043928131461143494, + 0.06756804138422012, + 0.03282855451107025 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.049455538392066956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086649261415005 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.011086649261415005, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086649261415005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18538782000541687, + 0.11012133210897446, + 0.06407210975885391, + 0.09101418405771255, + 0.09884995967149734, + 0.08599503338336945, + 0.13982711732387543, + 0.13061366975307465, + 0.04862556606531143, + 0.04549320787191391 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.011086649261415005 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579153671860695 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579153671860695, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579153671860695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32184988260269165, + 0.053145915269851685, + 0.0467841662466526, + 0.056713636964559555, + 0.11166410893201828, + 0.15415897965431213, + 0.05873487889766693, + 0.08647394180297852, + 0.03840259090065956, + 0.072071872651577 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.020579153671860695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486539825797081 + ], + "opposite_logprob_tokens": [ + -3.048654079437256 + ], + "logprob_reward": -0.0486539825797081, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486539825797081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1148822009563446, + 0.07040159404277802, + 0.2301061600446701, + 0.05290212482213974, + 0.06196164712309837, + 0.06423519551753998, + 0.1897331178188324, + 0.08374867588281631, + 0.04707929491996765, + 0.08494996279478073 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0486539825797081 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387037456035614 + ], + "opposite_logprob_tokens": [ + -1.1370375156402588 + ], + "logprob_reward": -0.387037456035614, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.387037456035614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12833338975906372, + 0.06621363013982773, + 0.026334380730986595, + 0.04313009977340698, + 0.24164217710494995, + 0.11265631765127182, + 0.16101142764091492, + 0.09442014247179031, + 0.06112714111804962, + 0.06513125449419022 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.387037456035614 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot gracefully captures a woman, her dark black hair pulled back into an elegant bun, a few loose tendrils framing her face, as she twirls with serene grace on a classic Parisian balcony. She wears a vibrant ruby-red silk chiffon dress, its off-the-shoulder design accentuating her graceful figure. As she twirls slowly and deliberately, her arms gently extended to her sides, a blissful expression on her face, her eyes softly closed. The gown's voluminous skirt splays magnificently around her, the flowing fabric catching the warm golden light of the setting sun, creating mesmerizing circular ripples. The balcony itself features an ornate black cast-iron railing. In the background, the iconic latticework of the Eiffel Tower stands majestically against a twilight sky painted with soft lines of orange, pink, and deep purple. The camera remains steady, allowing her movements to take center stage, then slowly pulls back to a wider shot, revealing a vast panorama of the Parisian rooftops below and immersing the entire scene in a profoundly romantic, dreamlike, and cinematic atmosphere.", + "seed": 2423, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_6/index_227_seed_2423_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16592960748821498, + "vlm_logprob": -0.16592960748821498, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.16592960748821498, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04397954046726227 + ], + "opposite_logprob_tokens": [ + -3.1689796447753906 + ], + "logprob_reward": -0.04397954046726227, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04397954046726227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1324799358844757, + 0.049978647381067276, + 0.1333405077457428, + 0.13040702044963837, + 0.050130296498537064, + 0.02728860266506672, + 0.03928027302026749, + 0.15629468858242035, + 0.10381893813610077, + 0.17698107659816742 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.04397954046726227 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209403656423092 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209403656423092, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209403656423092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12534424662590027, + 0.04141947999596596, + 0.3029994070529938, + 0.054493535310029984, + 0.02111429162323475, + 0.026443632319569588, + 0.036161139607429504, + 0.31811460852622986, + 0.027489611878991127, + 0.04641996696591377 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.014209403656423092 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606590487062931 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.01606590487062931, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606590487062931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2693101465702057, + 0.08347251266241074, + 0.16448615491390228, + 0.13589343428611755, + 0.04298285394906998, + 0.05209004506468773, + 0.09385166317224503, + 0.06554575264453888, + 0.042122744023799896, + 0.05024465546011925 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.01606590487062931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062056463211774826 + ], + "opposite_logprob_tokens": [ + -2.812056541442871 + ], + "logprob_reward": -0.062056463211774826, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062056463211774826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2601063847541809, + 0.059769537299871445, + 0.1451128125190735, + 0.09113498032093048, + 0.029848316684365273, + 0.10888820141553879, + 0.03714298456907272, + 0.08794949948787689, + 0.0497114397585392, + 0.13033579289913177 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.062056463211774826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933367252349854 + ], + "opposite_logprob_tokens": [ + -0.6933367252349854 + ], + "logprob_reward": -0.6933367252349854, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933367252349854, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2599251866340637, + 0.06514862179756165, + 0.09021127969026566, + 0.11569028347730637, + 0.036091867834329605, + 0.03294789418578148, + 0.07436251640319824, + 0.14604595303535461, + 0.06660431623458862, + 0.11297201365232468 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.6933367252349854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "low-angle, medium shot gracefully captures a woman, her dark black hair pulled back into an elegant bun, a few loose tendrils framing her face, as she twirls with serene grace on a classic Parisian balcony. She wears a vibrant ruby-red silk chiffon dress, its off-the-shoulder design accentuating her graceful figure. As she twirls slowly and deliberately, her arms gently extended to her sides, a blissful expression on her face, her eyes softly closed. The gown's voluminous skirt splays magnificently around her, the flowing fabric catching the warm golden light of the setting sun, creating mesmerizing circular ripples. The balcony itself features an ornate black cast-iron railing. In the background, the iconic latticework of the Eiffel Tower stands majestically against a twilight sky painted with soft lines of orange, pink, and deep purple. The camera remains steady, allowing her movements to take center stage, then slowly pulls back to a wider shot, revealing a vast panorama of the Parisian rooftops below and immersing the entire scene in a profoundly romantic, dreamlike, and cinematic atmosphere.", + "seed": 2424, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_6/index_227_seed_2424_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09593000933527947, + "vlm_logprob": -0.09593000933527947, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.09593000933527947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04349104315042496 + ], + "opposite_logprob_tokens": [ + -3.1684911251068115 + ], + "logprob_reward": -0.04349104315042496, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04349104315042496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1598503142595291, + 0.07284249365329742, + 0.11159605532884598, + 0.046253714710474014, + 0.25676077604293823, + 0.109770268201828, + 0.10840821266174316, + 0.04349539056420326, + 0.05461037904024124, + 0.03641235828399658 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.04349104315042496 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549597769975662 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.012549597769975662, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549597769975662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.075393907725811, + 0.08937455713748932, + 0.09027700126171112, + 0.10836175084114075, + 0.3607938289642334, + 0.0788583979010582, + 0.058343466371297836, + 0.03367653489112854, + 0.059348560869693756, + 0.04557197168469429 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.012549597769975662 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344221085309982 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344221085309982, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344221085309982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06611429154872894, + 0.10429507493972778, + 0.06671612709760666, + 0.1410246193408966, + 0.07188764959573746, + 0.09104679524898529, + 0.21944338083267212, + 0.04093142971396446, + 0.15712648630142212, + 0.04141416400671005 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.026344221085309982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865284636616707 + ], + "opposite_logprob_tokens": [ + -3.0486528873443604 + ], + "logprob_reward": -0.04865284636616707, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865284636616707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10624004155397415, + 0.017727550119161606, + 0.06695801019668579, + 0.15823940932750702, + 0.28884056210517883, + 0.0470576211810112, + 0.16797855496406555, + 0.0164246316999197, + 0.1023397445678711, + 0.028193797916173935 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.04865284636616707 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman with dark black hair styled in an elegant bun with loose tendrils framing her face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vibrant ruby-red silk chiffon dress with an off-the-shoulder design?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a classic Parisian balcony featuring an ornate black cast-iron railing with the Eiffel Tower visible in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman twirl slowly with her arms extended to her sides while her eyes are softly closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a low-angle medium shot and then slowly pull back to reveal a wider panorama of Parisian rooftops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861233830451965 + ], + "opposite_logprob_tokens": [ + -1.2236123085021973 + ], + "logprob_reward": -0.34861233830451965, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34861233830451965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13494110107421875, + 0.04663955792784691, + 0.03247890621423721, + 0.08486194908618927, + 0.21616597473621368, + 0.03921058773994446, + 0.11728135496377945, + 0.03728151693940163, + 0.2710341215133667, + 0.020104866474866867 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.34861233830451965 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_7/index_tensor([6699, 6699])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_7/index_tensor([6699, 6699])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9b87cb9da16b3285505c0466bf984ae3fbfca441 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_7/index_tensor([6699, 6699])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, zoomed-out shot, starting from a slightly upward angle, first focuses on a massive bluestone by the river, bathed in moonlight. The great Tang Dynasty poet Li Bai reclines, half-drunk and intoxicated. His long, dark hair, undone by a bun, a few wet strands clinging to his drunken face. His features are rendered with remarkable clarity by the cool moonlight. He wears a flowing white silk robe with wide sleeves, the collar slightly open, revealing faint stains of dark wine on the folds. The hem of the robe falls limply on the mossy stone surface. His eyes are lightly closed, a faint, detached smile playing on his lips. His body is relaxed, his chest rising and falling with his deep, steady breathing. Beside him, an antique bronze wine jug has fallen, half-emptied between the moist moss and soil. The last drops of wine seem to linger on the mouth, reflecting a faint glow in the moonlight. As the camera steadily and deliberately pulls back, a wider scene is revealed: the vast river, like a vast black jade in the still night, a bright full moon casts a clear glow in the sky, spreading a fragmented, shimmering silver band across the water. In the distance, the inky silhouettes of rolling hills shrouded in mist. Nearby, a few clumps of reeds sway gently in the night breeze, rustling softly. The entire scene exudes a sense of ultimate tranquility and poetic solitude. The dominant color palette is deep blue-black and silver-white, and the strong contrast of light and shadow creates an otherworldly, classical aesthetic atmosphere of detachment from the world.", + "seed": 26356, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_7/index_6699_seed_26356_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10444993618875742, + "vlm_logprob": -0.10444993618875742, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.10444993618875742, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016792958602309227 + ], + "opposite_logprob_tokens": [ + -4.1417927742004395 + ], + "logprob_reward": -0.016792958602309227, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016792958602309227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2429964393377304, + 0.10426779091358185, + 0.11446768045425415, + 0.08513963222503662, + 0.10157103091478348, + 0.060543566942214966, + 0.08649352937936783, + 0.060897327959537506, + 0.06316555291414261, + 0.08045747876167297 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.016792958602309227 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544183060526848 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.012544183060526848, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544183060526848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3185172379016876, + 0.21680735051631927, + 0.07985733449459076, + 0.059313755482435226, + 0.03993110731244087, + 0.039217665791511536, + 0.055639881640672684, + 0.0703849047422409, + 0.04871426522731781, + 0.07161644101142883 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012544183060526848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073680594563484 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073680594563484, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073680594563484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2519065737724304, + 0.08512314409017563, + 0.052328985184431076, + 0.07880406081676483, + 0.08038125187158585, + 0.0908108800649643, + 0.05271110683679581, + 0.16068486869335175, + 0.08547168970108032, + 0.06177736446261406 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.011073680594563484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624453864991665 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624453864991665, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624453864991665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24245750904083252, + 0.06777915358543396, + 0.33512306213378906, + 0.06505979597568512, + 0.0422644317150116, + 0.06758293509483337, + 0.043372441083192825, + 0.05098303407430649, + 0.056896671652793884, + 0.028480960056185722 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.007624453864991665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742144048213959 + ], + "opposite_logprob_tokens": [ + -0.9742144346237183 + ], + "logprob_reward": -0.4742144048213959, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742144048213959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1403382122516632, + 0.06828182935714722, + 0.04466739296913147, + 0.07923809438943863, + 0.10209918022155762, + 0.07963193953037262, + 0.13261130452156067, + 0.1580338478088379, + 0.16016550362110138, + 0.03493266925215721 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.4742144048213959 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, zoomed-out shot, starting from a slightly upward angle, first focuses on a massive bluestone by the river, bathed in moonlight. The great Tang Dynasty poet Li Bai reclines, half-drunk and intoxicated. His long, dark hair, undone by a bun, a few wet strands clinging to his drunken face. His features are rendered with remarkable clarity by the cool moonlight. He wears a flowing white silk robe with wide sleeves, the collar slightly open, revealing faint stains of dark wine on the folds. The hem of the robe falls limply on the mossy stone surface. His eyes are lightly closed, a faint, detached smile playing on his lips. His body is relaxed, his chest rising and falling with his deep, steady breathing. Beside him, an antique bronze wine jug has fallen, half-emptied between the moist moss and soil. The last drops of wine seem to linger on the mouth, reflecting a faint glow in the moonlight. As the camera steadily and deliberately pulls back, a wider scene is revealed: the vast river, like a vast black jade in the still night, a bright full moon casts a clear glow in the sky, spreading a fragmented, shimmering silver band across the water. In the distance, the inky silhouettes of rolling hills shrouded in mist. Nearby, a few clumps of reeds sway gently in the night breeze, rustling softly. The entire scene exudes a sense of ultimate tranquility and poetic solitude. The dominant color palette is deep blue-black and silver-white, and the strong contrast of light and shadow creates an otherworldly, classical aesthetic atmosphere of detachment from the world.", + "seed": 26357, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_7/index_6699_seed_26357_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07776011461392045, + "vlm_logprob": -0.07776011461392045, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.07776011461392045, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025000043213367462 + ], + "opposite_logprob_tokens": [ + -3.7750000953674316 + ], + "logprob_reward": -0.025000043213367462, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025000043213367462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09646862000226974, + 0.10044194757938385, + 0.36029502749443054, + 0.04109599068760872, + 0.02525879442691803, + 0.15077050030231476, + 0.11107885837554932, + 0.024160172790288925, + 0.053632453083992004, + 0.03679758682847023 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.025000043213367462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865045003592968 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.00865045003592968, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865045003592968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1909654140472412, + 0.14934982359409332, + 0.09023264795541763, + 0.0468459352850914, + 0.03361022472381592, + 0.2593062222003937, + 0.06056830659508705, + 0.06942661851644516, + 0.058517828583717346, + 0.041176892817020416 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.00865045003592968 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095738288015127 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095738288015127, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095738288015127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0664813369512558, + 0.10723645985126495, + 0.30690911412239075, + 0.26250550150871277, + 0.04734700918197632, + 0.029259365051984787, + 0.0895574614405632, + 0.035047054290771484, + 0.03295685350894928, + 0.02269984968006611 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.004095738288015127 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024883756414055824 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.0024883756414055824, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024883756414055824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0484299473464489, + 0.04230918362736702, + 0.16313309967517853, + 0.030347704887390137, + 0.026761537417769432, + 0.23012712597846985, + 0.20232947170734406, + 0.19136318564414978, + 0.03667229786515236, + 0.028526470065116882 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.0024883756414055824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485659658908844 + ], + "opposite_logprob_tokens": [ + -1.223565936088562 + ], + "logprob_reward": -0.3485659658908844, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3485659658908844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07327259331941605, + 0.030090898275375366, + 0.05214909091591835, + 0.03046344965696335, + 0.09140689671039581, + 0.426422655582428, + 0.12487304955720901, + 0.07277969270944595, + 0.0686686709523201, + 0.02987292967736721 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.3485659658908844 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, zoomed-out shot, starting from a slightly upward angle, first focuses on a massive bluestone by the river, bathed in moonlight. The great Tang Dynasty poet Li Bai reclines, half-drunk and intoxicated. His long, dark hair, undone by a bun, a few wet strands clinging to his drunken face. His features are rendered with remarkable clarity by the cool moonlight. He wears a flowing white silk robe with wide sleeves, the collar slightly open, revealing faint stains of dark wine on the folds. The hem of the robe falls limply on the mossy stone surface. His eyes are lightly closed, a faint, detached smile playing on his lips. His body is relaxed, his chest rising and falling with his deep, steady breathing. Beside him, an antique bronze wine jug has fallen, half-emptied between the moist moss and soil. The last drops of wine seem to linger on the mouth, reflecting a faint glow in the moonlight. As the camera steadily and deliberately pulls back, a wider scene is revealed: the vast river, like a vast black jade in the still night, a bright full moon casts a clear glow in the sky, spreading a fragmented, shimmering silver band across the water. In the distance, the inky silhouettes of rolling hills shrouded in mist. Nearby, a few clumps of reeds sway gently in the night breeze, rustling softly. The entire scene exudes a sense of ultimate tranquility and poetic solitude. The dominant color palette is deep blue-black and silver-white, and the strong contrast of light and shadow creates an otherworldly, classical aesthetic atmosphere of detachment from the world.", + "seed": 26358, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_7/index_6699_seed_26358_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0847824014723301, + "vlm_logprob": -0.0847824014723301, + "vlm_yes_no_margin": 3.425000011920929, + "vlm_token_credit": -0.0847824014723301, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02805780991911888 + ], + "opposite_logprob_tokens": [ + -3.653057813644409 + ], + "logprob_reward": -0.02805780991911888, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02805780991911888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26540902256965637, + 0.07252959161996841, + 0.27193838357925415, + 0.07413718104362488, + 0.04620020464062691, + 0.05575106292963028, + 0.06100086867809296, + 0.03170317783951759, + 0.031333815306425095, + 0.08999672532081604 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.02805780991911888 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794510900974274 + ], + "opposite_logprob_tokens": [ + -4.63479471206665 + ], + "logprob_reward": -0.009794510900974274, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794510900974274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14437465369701385, + 0.06028836593031883, + 0.19199778139591217, + 0.16661925613880157, + 0.13923969864845276, + 0.04639166221022606, + 0.03768559917807579, + 0.0408179871737957, + 0.11122752726078033, + 0.06135744974017143 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.009794510900974274 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285744711756706 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285744711756706, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285744711756706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17136992514133453, + 0.04944641515612602, + 0.28553149104118347, + 0.04638097807765007, + 0.07154825329780579, + 0.07111182808876038, + 0.07877340912818909, + 0.04308183491230011, + 0.0926845371723175, + 0.09007136523723602 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.023285744711756706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194594696164131 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194594696164131, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194594696164131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1578889638185501, + 0.044805992394685745, + 0.07029207795858383, + 0.022649511694908142, + 0.1341608762741089, + 0.04615424945950508, + 0.15562155842781067, + 0.06445097923278809, + 0.10897431522607803, + 0.19500155746936798 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.014194594696164131 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485793471336365 + ], + "opposite_logprob_tokens": [ + -1.2235794067382812 + ], + "logprob_reward": -0.3485793471336365, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3485793471336365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2640915513038635, + 0.09532219171524048, + 0.0741550475358963, + 0.03995419666171074, + 0.07032889127731323, + 0.07125938683748245, + 0.06143387407064438, + 0.05729256570339203, + 0.09311563521623611, + 0.17304663360118866 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.3485793471336365 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, zoomed-out shot, starting from a slightly upward angle, first focuses on a massive bluestone by the river, bathed in moonlight. The great Tang Dynasty poet Li Bai reclines, half-drunk and intoxicated. His long, dark hair, undone by a bun, a few wet strands clinging to his drunken face. His features are rendered with remarkable clarity by the cool moonlight. He wears a flowing white silk robe with wide sleeves, the collar slightly open, revealing faint stains of dark wine on the folds. The hem of the robe falls limply on the mossy stone surface. His eyes are lightly closed, a faint, detached smile playing on his lips. His body is relaxed, his chest rising and falling with his deep, steady breathing. Beside him, an antique bronze wine jug has fallen, half-emptied between the moist moss and soil. The last drops of wine seem to linger on the mouth, reflecting a faint glow in the moonlight. As the camera steadily and deliberately pulls back, a wider scene is revealed: the vast river, like a vast black jade in the still night, a bright full moon casts a clear glow in the sky, spreading a fragmented, shimmering silver band across the water. In the distance, the inky silhouettes of rolling hills shrouded in mist. Nearby, a few clumps of reeds sway gently in the night breeze, rustling softly. The entire scene exudes a sense of ultimate tranquility and poetic solitude. The dominant color palette is deep blue-black and silver-white, and the strong contrast of light and shadow creates an otherworldly, classical aesthetic atmosphere of detachment from the world.", + "seed": 26359, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_7/index_6699_seed_26359_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15130657237023115, + "vlm_logprob": -0.15130657237023115, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.15130657237023115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06297138333320618 + ], + "opposite_logprob_tokens": [ + -2.812971353530884 + ], + "logprob_reward": -0.06297138333320618, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06297138333320618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.265108585357666, + 0.3731742203235626, + 0.08464747667312622, + 0.05779239535331726, + 0.04412693902850151, + 0.012189814820885658, + 0.024536507204174995, + 0.06083720549941063, + 0.040766455233097076, + 0.0368204303085804 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.06297138333320618 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304030299186707 + ], + "opposite_logprob_tokens": [ + -3.773303985595703 + ], + "logprob_reward": -0.023304030299186707, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304030299186707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20350399613380432, + 0.24478954076766968, + 0.08999285101890564, + 0.10054858028888702, + 0.033173516392707825, + 0.022103508934378624, + 0.0189666710793972, + 0.1510864794254303, + 0.07755660265684128, + 0.0582781620323658 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.023304030299186707 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329028770327568 + ], + "opposite_logprob_tokens": [ + -3.7732903957366943 + ], + "logprob_reward": -0.02329028770327568, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329028770327568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20084238052368164, + 0.19961312413215637, + 0.12832708656787872, + 0.11854159832000732, + 0.05539829283952713, + 0.030354822054505348, + 0.023682795464992523, + 0.1447935700416565, + 0.05523719638586044, + 0.043209098279476166 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.02329028770327568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198708347976208 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.014198708347976208, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198708347976208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06908536702394485, + 0.12853139638900757, + 0.06032238528132439, + 0.09530915319919586, + 0.02018827199935913, + 0.025574631989002228, + 0.04342584311962128, + 0.34544193744659424, + 0.10582590103149414, + 0.10629508644342422 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.014198708347976208 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man resembling the Tang Dynasty poet Li Bai with long dark hair and a flowing white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man depicted in a reclining posture with his eyes lightly closed and a faint smile on his lips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an antique bronze wine jug visible beside the man, half-emptied on the mossy ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include a vast river reflecting a bright full moon with rolling hills in the misty distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a zoomed-out shot from a slightly upward angle and steadily pull back to reveal the wider scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632768452167511 + ], + "opposite_logprob_tokens": [ + -0.757768452167511 + ], + "logprob_reward": -0.632768452167511, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632768452167511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1583501696586609, + 0.12119762599468231, + 0.20349223911762238, + 0.06691484153270721, + 0.11096332222223282, + 0.0706954225897789, + 0.047163307666778564, + 0.07554769515991211, + 0.054035160690546036, + 0.09164021164178848 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.632768452167511 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_8/index_tensor([8047, 8047])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_8/index_tensor([8047, 8047])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..12b2a1a0d0002e77bfe3c891437f978360c158dd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_8/index_tensor([8047, 8047])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "handheld, slightly shaky medium shot captures the gentle chaos of warm, dappled sunlight filtering through a dense canopy of leaves. A small ring-tailed lemur, with soft gray fur, a long striped tail, and large, intelligent amber eyes, cautiously descends from the shoulder of an elderly woman with thick, flowing white hair. In the background, more lemurs can be seen playfully scurrying along wooden beams and amidst lush green foliage. The woman, dressed in a simple, earth-colored linen tunic, slowly raises her head, her weathered face belying patient tolerance, as she delicately plucks a small leaf from her silvery hair with her fingers. Then, with a soft, tired sigh, she lowers her head, resting her forehead on her bent forearm, resting quietly for a moment. On the right side of the frame, a small group of people dressed in casual, practical clothing watch with warm, knowing smiles and gently nod their heads in appreciation, while one of them casually turns and walks away, disappearing into the depths of the vibrant, sun-dappled sanctuary, creating an overall atmosphere of tranquility and harmonious coexistence.", + "seed": 17035, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_8/index_8047_seed_17035_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07001232774928212, + "vlm_logprob": -0.07001232774928212, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.07001232774928212, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20411378145217896 + ], + "opposite_logprob_tokens": [ + -1.7041137218475342 + ], + "logprob_reward": -0.20411378145217896, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20411378145217896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13674801588058472, + 0.04224088042974472, + 0.1332400143146515, + 0.09438931941986084, + 0.24967847764492035, + 0.023822037503123283, + 0.056529030203819275, + 0.12233442813158035, + 0.0971696525812149, + 0.043848127126693726 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.20411378145217896 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901620864868164 + ], + "opposite_logprob_tokens": [ + -2.5790162086486816 + ], + "logprob_reward": -0.07901620864868164, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901620864868164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08498019725084305, + 0.0752347782254219, + 0.052115194499492645, + 0.04399310424923897, + 0.0801335945725441, + 0.04958415776491165, + 0.05777967721223831, + 0.3167875111103058, + 0.16497284173965454, + 0.07441893965005875 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.07901620864868164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786483831703663 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786483831703663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786483831703663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0538439005613327, + 0.04068617895245552, + 0.08263049274682999, + 0.07028970867395401, + 0.23418964445590973, + 0.16278620064258575, + 0.19467900693416595, + 0.027311552315950394, + 0.055281300097703934, + 0.07830198109149933 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.009786483831703663 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549510233104229 + ], + "opposite_logprob_tokens": [ + -2.9299509525299072 + ], + "logprob_reward": -0.0549510233104229, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549510233104229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11640147119760513, + 0.05058863013982773, + 0.0772307962179184, + 0.051047828048467636, + 0.07115762680768967, + 0.028816288337111473, + 0.04238879680633545, + 0.16810105741024017, + 0.1507023721933365, + 0.2435651272535324 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.0549510233104229 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021941415034234524 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.0021941415034234524, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021941415034234524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10333604365587234, + 0.11626284569501877, + 0.17083251476287842, + 0.07520951330661774, + 0.1612941324710846, + 0.05009261518716812, + 0.05880320444703102, + 0.09738949686288834, + 0.09541317820549011, + 0.07136639952659607 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.0021941415034234524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld, slightly shaky medium shot captures the gentle chaos of warm, dappled sunlight filtering through a dense canopy of leaves. A small ring-tailed lemur, with soft gray fur, a long striped tail, and large, intelligent amber eyes, cautiously descends from the shoulder of an elderly woman with thick, flowing white hair. In the background, more lemurs can be seen playfully scurrying along wooden beams and amidst lush green foliage. The woman, dressed in a simple, earth-colored linen tunic, slowly raises her head, her weathered face belying patient tolerance, as she delicately plucks a small leaf from her silvery hair with her fingers. Then, with a soft, tired sigh, she lowers her head, resting her forehead on her bent forearm, resting quietly for a moment. On the right side of the frame, a small group of people dressed in casual, practical clothing watch with warm, knowing smiles and gently nod their heads in appreciation, while one of them casually turns and walks away, disappearing into the depths of the vibrant, sun-dappled sanctuary, creating an overall atmosphere of tranquility and harmonious coexistence.", + "seed": 17036, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_8/index_8047_seed_17036_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10225348379462958, + "vlm_logprob": -0.10225348379462958, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.10225348379462958, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22880613803863525 + ], + "opposite_logprob_tokens": [ + -1.6038061380386353 + ], + "logprob_reward": -0.22880613803863525, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22880613803863525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13595066964626312, + 0.045693811029195786, + 0.16993513703346252, + 0.05010031908750534, + 0.20026692748069763, + 0.07685025781393051, + 0.06858637928962708, + 0.07671815901994705, + 0.09536877274513245, + 0.08052954822778702 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.22880613803863525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005482912063599 + ], + "opposite_logprob_tokens": [ + -2.695054769515991 + ], + "logprob_reward": -0.07005482912063599, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005482912063599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05676773935556412, + 0.027732130140066147, + 0.16523513197898865, + 0.054840609431266785, + 0.2963305115699768, + 0.03841334953904152, + 0.06682928651571274, + 0.06041084975004196, + 0.08179429173469543, + 0.15164612233638763 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.07005482912063599 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644304238259792 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008644304238259792, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644304238259792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08483695983886719, + 0.019849197939038277, + 0.13641518354415894, + 0.029270226135849953, + 0.06691537797451019, + 0.1763179749250412, + 0.1786547303199768, + 0.11053286492824554, + 0.08895626664161682, + 0.10825120657682419 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.008644304238259792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015674114227295 + ], + "opposite_logprob_tokens": [ + -1.7015674114227295 + ], + "logprob_reward": -0.2015674114227295, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015674114227295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1610320657491684, + 0.048364847898483276, + 0.10477159172296524, + 0.05192418769001961, + 0.19806164503097534, + 0.08031569421291351, + 0.14057792723178864, + 0.0873604342341423, + 0.033925000578165054, + 0.09366662800312042 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.2015674114227295 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021947361528873444 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021947361528873444, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021947361528873444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2529922127723694, + 0.11785019934177399, + 0.20454499125480652, + 0.038840699940919876, + 0.10390110313892365, + 0.1132897138595581, + 0.04185311496257782, + 0.03882557153701782, + 0.03145432472229004, + 0.0564480721950531 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0021947361528873444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld, slightly shaky medium shot captures the gentle chaos of warm, dappled sunlight filtering through a dense canopy of leaves. A small ring-tailed lemur, with soft gray fur, a long striped tail, and large, intelligent amber eyes, cautiously descends from the shoulder of an elderly woman with thick, flowing white hair. In the background, more lemurs can be seen playfully scurrying along wooden beams and amidst lush green foliage. The woman, dressed in a simple, earth-colored linen tunic, slowly raises her head, her weathered face belying patient tolerance, as she delicately plucks a small leaf from her silvery hair with her fingers. Then, with a soft, tired sigh, she lowers her head, resting her forehead on her bent forearm, resting quietly for a moment. On the right side of the frame, a small group of people dressed in casual, practical clothing watch with warm, knowing smiles and gently nod their heads in appreciation, while one of them casually turns and walks away, disappearing into the depths of the vibrant, sun-dappled sanctuary, creating an overall atmosphere of tranquility and harmonious coexistence.", + "seed": 17037, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_8/index_8047_seed_17037_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11195653425529599, + "vlm_logprob": -0.11195653425529599, + "vlm_yes_no_margin": 3.124999988079071, + "vlm_token_credit": -0.11195653425529599, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3896523118019104 + ], + "opposite_logprob_tokens": [ + -1.1396522521972656 + ], + "logprob_reward": -0.3896523118019104, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3896523118019104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10298879444599152, + 0.16285119950771332, + 0.0961923748254776, + 0.1331939995288849, + 0.1948370486497879, + 0.041380371898412704, + 0.07657860964536667, + 0.0379345677793026, + 0.09559299796819687, + 0.05845005065202713 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.3896523118019104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498724430799484 + ], + "opposite_logprob_tokens": [ + -2.9299871921539307 + ], + "logprob_reward": -0.05498724430799484, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498724430799484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35147011280059814, + 0.07217417657375336, + 0.12392745167016983, + 0.05251295119524002, + 0.12082076072692871, + 0.025533437728881836, + 0.08857397735118866, + 0.027070898562669754, + 0.10508036613464355, + 0.03283584117889404 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.05498724430799484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329447865486145 + ], + "opposite_logprob_tokens": [ + -3.773294448852539 + ], + "logprob_reward": -0.02329447865486145, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329447865486145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16374464333057404, + 0.1460072547197342, + 0.07885134965181351, + 0.04642752557992935, + 0.07693199813365936, + 0.12427031248807907, + 0.1521785408258438, + 0.09842784702777863, + 0.0535631887614727, + 0.059597328305244446 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02329447865486145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903259038925171 + ], + "opposite_logprob_tokens": [ + -2.4640326499938965 + ], + "logprob_reward": -0.08903259038925171, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903259038925171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12915588915348053, + 0.2454104721546173, + 0.07040946930646896, + 0.09158946573734283, + 0.35789233446121216, + 0.01089091133326292, + 0.03288235142827034, + 0.009821232408285141, + 0.0187192615121603, + 0.03322862088680267 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.08903259038925171 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028160461224615574 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.0028160461224615574, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028160461224615574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18931184709072113, + 0.3081909418106079, + 0.07213278859853745, + 0.03135932609438896, + 0.16301339864730835, + 0.021716581657528877, + 0.07462915033102036, + 0.04103248566389084, + 0.022846460342407227, + 0.07576695084571838 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0028160461224615574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld, slightly shaky medium shot captures the gentle chaos of warm, dappled sunlight filtering through a dense canopy of leaves. A small ring-tailed lemur, with soft gray fur, a long striped tail, and large, intelligent amber eyes, cautiously descends from the shoulder of an elderly woman with thick, flowing white hair. In the background, more lemurs can be seen playfully scurrying along wooden beams and amidst lush green foliage. The woman, dressed in a simple, earth-colored linen tunic, slowly raises her head, her weathered face belying patient tolerance, as she delicately plucks a small leaf from her silvery hair with her fingers. Then, with a soft, tired sigh, she lowers her head, resting her forehead on her bent forearm, resting quietly for a moment. On the right side of the frame, a small group of people dressed in casual, practical clothing watch with warm, knowing smiles and gently nod their heads in appreciation, while one of them casually turns and walks away, disappearing into the depths of the vibrant, sun-dappled sanctuary, creating an overall atmosphere of tranquility and harmonious coexistence.", + "seed": 17038, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_8/index_8047_seed_17038_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0951844681520015, + "vlm_logprob": -0.0951844681520015, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.0951844681520015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35151395201683044 + ], + "opposite_logprob_tokens": [ + -1.2265139818191528 + ], + "logprob_reward": -0.35151395201683044, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35151395201683044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3903588056564331, + 0.05082667991518974, + 0.05417751893401146, + 0.10349395871162415, + 0.047528382390737534, + 0.08127962052822113, + 0.054181333631277084, + 0.031837571412324905, + 0.07752465456724167, + 0.10879141837358475 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.35151395201683044 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062077078968286514 + ], + "opposite_logprob_tokens": [ + -2.812077045440674 + ], + "logprob_reward": -0.062077078968286514, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062077078968286514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3259184956550598, + 0.05368778109550476, + 0.04705614969134331, + 0.06069743260741234, + 0.11669433116912842, + 0.03786202892661095, + 0.04752875864505768, + 0.11257803440093994, + 0.13106533885002136, + 0.06691170483827591 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.062077078968286514 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078222543001175 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016078222543001175, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078222543001175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15061810612678528, + 0.05935771018266678, + 0.026347054168581963, + 0.04814391955733299, + 0.08788128942251205, + 0.04951999709010124, + 0.04899704083800316, + 0.13144180178642273, + 0.3336282968521118, + 0.06406482309103012 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.016078222543001175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306408390402794 + ], + "opposite_logprob_tokens": [ + -3.1680641174316406 + ], + "logprob_reward": -0.04306408390402794, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306408390402794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04439942166209221, + 0.0482388399541378, + 0.04403720423579216, + 0.0313066691160202, + 0.03826896473765373, + 0.06281443685293198, + 0.04631735384464264, + 0.2732934355735779, + 0.22006411850452423, + 0.19125965237617493 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.04306408390402794 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot handheld and slightly shaky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a ring-tailed lemur with soft gray fur, a long striped tail, and amber eyes descending from an elderly woman's shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the elderly woman wearing a simple, earth-colored linen tunic and has thick, flowing white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there people on the right side of the frame watching with warm smiles and nodding their heads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a sun-dappled sanctuary with lush green foliage and wooden beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031890033278614283 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.0031890033278614283, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031890033278614283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1370186060667038, + 0.0903443694114685, + 0.064127117395401, + 0.07348448038101196, + 0.031469471752643585, + 0.0455470085144043, + 0.08622018992900848, + 0.11308186501264572, + 0.25096872448921204, + 0.10773815959692001 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0031890033278614283 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_9/index_tensor([1457, 1457])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_9/index_tensor([1457, 1457])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7ca317b1c3ba25ff3b9d968fa04772ee33d2083d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_9/index_tensor([1457, 1457])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle extreme close-up focuses on the open pages of an old, worn singing textbook resting on a dark, polished wood surface. From the thick, yellowed paper, a stream of notes composed of pure, brilliant golden light miraculously rises and pours upward. These luminous, translucent trills and quarter notes shimmer with an ethereal energy, drifting and swirling from the page in a gentle, weightless current. Simultaneously, the entire scene is punctuated by intense, rapid screen flickers; these bright flashes of white light momentarily flood the frame, causing shadows to dance erratically and create a stark, high-contrast visual rhythm. The warm, dynamic glow cast by the flowing light notes is constantly interrupted by this chaotic flickering, creating a powerful and enchanting atmosphere that unleashes an untamed, magical energy.", + "seed": 18824, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_9/index_1457_seed_18824_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20582644939422606, + "vlm_logprob": -0.20582644939422606, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.20582644939422606, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06373705714941025 + ], + "opposite_logprob_tokens": [ + -2.813737154006958 + ], + "logprob_reward": -0.06373705714941025, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06373705714941025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19771991670131683, + 0.09224836528301239, + 0.024625392630696297, + 0.03685031458735466, + 0.3419836163520813, + 0.012068534269928932, + 0.05064826086163521, + 0.0656694695353508, + 0.021901583299040794, + 0.15628451108932495 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.06373705714941025 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006238400936127 + ], + "opposite_logprob_tokens": [ + -2.6950623989105225 + ], + "logprob_reward": -0.07006238400936127, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006238400936127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5671859979629517, + 0.044721685349941254, + 0.03349772095680237, + 0.021934442222118378, + 0.2542850375175476, + 0.007844927720725536, + 0.0072878324426710606, + 0.024592777714133263, + 0.00827103853225708, + 0.030378520488739014 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.07006238400936127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211636036634445 + ], + "opposite_logprob_tokens": [ + -4.264211654663086 + ], + "logprob_reward": -0.014211636036634445, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211636036634445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5214892029762268, + 0.15626075863838196, + 0.06033998355269432, + 0.041574686765670776, + 0.08367621898651123, + 0.013393971137702465, + 0.02670878730714321, + 0.04966825991868973, + 0.020028067752718925, + 0.026860112324357033 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.014211636036634445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261522054672241 + ], + "opposite_logprob_tokens": [ + -0.5761522054672241 + ], + "logprob_reward": -0.8261522054672241, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261522054672241, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5701421499252319, + 0.06923166662454605, + 0.014199466444551945, + 0.014837541617453098, + 0.2642453908920288, + 0.008363303728401661, + 0.0067787012085318565, + 0.02438230812549591, + 0.013626151718199253, + 0.014193284325301647 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.8261522054672241 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496896430850029 + ], + "opposite_logprob_tokens": [ + -2.929969072341919 + ], + "logprob_reward": -0.05496896430850029, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496896430850029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4835902750492096, + 0.04269418865442276, + 0.012336981482803822, + 0.023400813341140747, + 0.34440839290618896, + 0.013605644926428795, + 0.017699459567666054, + 0.015495535917580128, + 0.03237169235944748, + 0.01439708098769188 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05496896430850029 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, high-angle extreme close-up focuses on the open pages of an old, worn singing textbook resting on a dark, polished wood surface. From the thick, yellowed paper, a stream of notes composed of pure, brilliant golden light miraculously rises and pours upward. These luminous, translucent trills and quarter notes shimmer with an ethereal energy, drifting and swirling from the page in a gentle, weightless current. Simultaneously, the entire scene is punctuated by intense, rapid screen flickers; these bright flashes of white light momentarily flood the frame, causing shadows to dance erratically and create a stark, high-contrast visual rhythm. The warm, dynamic glow cast by the flowing light notes is constantly interrupted by this chaotic flickering, creating a powerful and enchanting atmosphere that unleashes an untamed, magical energy.", + "seed": 18825, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_9/index_1457_seed_18825_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1784033291041851, + "vlm_logprob": -0.1784033291041851, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.1784033291041851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024819117039442062 + ], + "opposite_logprob_tokens": [ + -3.7748191356658936 + ], + "logprob_reward": -0.024819117039442062, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024819117039442062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11033160984516144, + 0.10450585931539536, + 0.03661606088280678, + 0.06492593884468079, + 0.1323312520980835, + 0.04115408658981323, + 0.035772424191236496, + 0.08312251418828964, + 0.25149786472320557, + 0.1397424191236496 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.024819117039442062 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908635377883911 + ], + "opposite_logprob_tokens": [ + -2.4640862941741943 + ], + "logprob_reward": -0.08908635377883911, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908635377883911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3026312589645386, + 0.1183600202202797, + 0.13465285301208496, + 0.09652815759181976, + 0.05758490785956383, + 0.07236950844526291, + 0.040597472339868546, + 0.0437430702149868, + 0.06300611793994904, + 0.07052664458751678 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.08908635377883911 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207907676696777 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.018207907676696777, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207907676696777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09223604202270508, + 0.13029426336288452, + 0.07173503935337067, + 0.043881189078092575, + 0.4664191007614136, + 0.042097754776477814, + 0.023773755878210068, + 0.036027032881975174, + 0.06150996312499046, + 0.03202587738633156 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.018207907676696777 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328405141830444 + ], + "opposite_logprob_tokens": [ + -0.7578405141830444 + ], + "logprob_reward": -0.6328405141830444, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328405141830444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1334378719329834, + 0.03330560773611069, + 0.11576324701309204, + 0.053474701941013336, + 0.5872159600257874, + 0.01385764591395855, + 0.015656402334570885, + 0.009502255357801914, + 0.023778457194566727, + 0.01400784496217966 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.6328405141830444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706275284290314 + ], + "opposite_logprob_tokens": [ + -2.1270627975463867 + ], + "logprob_reward": -0.12706275284290314, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706275284290314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15839271247386932, + 0.06187703460454941, + 0.11047235131263733, + 0.15143421292304993, + 0.08121554553508759, + 0.027571581304073334, + 0.06600282341241837, + 0.05536528304219246, + 0.08537301421165466, + 0.2022954523563385 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.12706275284290314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle extreme close-up focuses on the open pages of an old, worn singing textbook resting on a dark, polished wood surface. From the thick, yellowed paper, a stream of notes composed of pure, brilliant golden light miraculously rises and pours upward. These luminous, translucent trills and quarter notes shimmer with an ethereal energy, drifting and swirling from the page in a gentle, weightless current. Simultaneously, the entire scene is punctuated by intense, rapid screen flickers; these bright flashes of white light momentarily flood the frame, causing shadows to dance erratically and create a stark, high-contrast visual rhythm. The warm, dynamic glow cast by the flowing light notes is constantly interrupted by this chaotic flickering, creating a powerful and enchanting atmosphere that unleashes an untamed, magical energy.", + "seed": 18826, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_9/index_1457_seed_18826_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05438143722712994, + "vlm_logprob": -0.05438143722712994, + "vlm_yes_no_margin": 3.7749999523162843, + "vlm_token_credit": -0.05438143722712994, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019536221399903297 + ], + "opposite_logprob_tokens": [ + -4.019536018371582 + ], + "logprob_reward": -0.019536221399903297, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.019536221399903297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1796586811542511, + 0.053907766938209534, + 0.1387704759836197, + 0.03379316255450249, + 0.03893795236945152, + 0.031012017279863358, + 0.17210325598716736, + 0.16631679236888885, + 0.06700987368822098, + 0.11849004775285721 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.019536221399903297 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006749805994331837 + ], + "opposite_logprob_tokens": [ + -5.006749629974365 + ], + "logprob_reward": -0.006749805994331837, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006749805994331837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26075056195259094, + 0.03595259040594101, + 0.07332643121480942, + 0.016175035387277603, + 0.09350112825632095, + 0.022691376507282257, + 0.1954604983329773, + 0.18259063363075256, + 0.06632258743047714, + 0.053229182958602905 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.006749805994331837 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958176217973232 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.005958176217973232, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958176217973232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11002283543348312, + 0.047184187918901443, + 0.0794997587800026, + 0.028014201670885086, + 0.027709290385246277, + 0.023550469428300858, + 0.29686176776885986, + 0.1105189099907875, + 0.09514179080724716, + 0.1814967840909958 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.005958176217973232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812266141176224 + ], + "opposite_logprob_tokens": [ + -3.2881226539611816 + ], + "logprob_reward": -0.03812266141176224, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812266141176224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06385542452335358, + 0.03127315267920494, + 0.18345944583415985, + 0.014119807630777359, + 0.017881939187645912, + 0.03579996898770332, + 0.19875331223011017, + 0.146919846534729, + 0.14999602735042572, + 0.1579410433769226 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.03812266141176224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154032111167908 + ], + "opposite_logprob_tokens": [ + -1.7015403509140015 + ], + "logprob_reward": -0.20154032111167908, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154032111167908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03176979720592499, + 0.028848160058259964, + 0.10149195045232773, + 0.013855845667421818, + 0.016552191227674484, + 0.022299909964203835, + 0.23422834277153015, + 0.405375212430954, + 0.10259925574064255, + 0.04297931119799614 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.20154032111167908 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle extreme close-up focuses on the open pages of an old, worn singing textbook resting on a dark, polished wood surface. From the thick, yellowed paper, a stream of notes composed of pure, brilliant golden light miraculously rises and pours upward. These luminous, translucent trills and quarter notes shimmer with an ethereal energy, drifting and swirling from the page in a gentle, weightless current. Simultaneously, the entire scene is punctuated by intense, rapid screen flickers; these bright flashes of white light momentarily flood the frame, causing shadows to dance erratically and create a stark, high-contrast visual rhythm. The warm, dynamic glow cast by the flowing light notes is constantly interrupted by this chaotic flickering, creating a powerful and enchanting atmosphere that unleashes an untamed, magical energy.", + "seed": 18827, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000132/group_9/index_1457_seed_18827_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21451016366481782, + "vlm_logprob": -0.21451016366481782, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.21451016366481782, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01726209558546543 + ], + "opposite_logprob_tokens": [ + -4.142261981964111 + ], + "logprob_reward": -0.01726209558546543, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01726209558546543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32337358593940735, + 0.06228186562657356, + 0.047696225345134735, + 0.04378509148955345, + 0.031023310497403145, + 0.11411973088979721, + 0.05840528756380081, + 0.03336726874113083, + 0.059539709240198135, + 0.2264079749584198 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.01726209558546543 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029827479273080826 + ], + "opposite_logprob_tokens": [ + -3.52982759475708 + ], + "logprob_reward": -0.029827479273080826, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029827479273080826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3446195423603058, + 0.13031117618083954, + 0.10881248861551285, + 0.11792448908090591, + 0.06704658269882202, + 0.054015107452869415, + 0.05573442578315735, + 0.052144017070531845, + 0.024838311597704887, + 0.04455382376909256 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.029827479273080826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206582680344582 + ], + "opposite_logprob_tokens": [ + -4.264206409454346 + ], + "logprob_reward": -0.014206582680344582, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206582680344582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09242416173219681, + 0.15277215838432312, + 0.05489084869623184, + 0.03579070419073105, + 0.02204255759716034, + 0.47705820202827454, + 0.044940244406461716, + 0.02436975948512554, + 0.05411069467663765, + 0.04160076379776001 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.014206582680344582 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983170986175537 + ], + "opposite_logprob_tokens": [ + -0.5233170986175537 + ], + "logprob_reward": -0.8983170986175537, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983170986175537, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05451151356101036, + 0.031734880059957504, + 0.03502935171127319, + 0.015000265091657639, + 0.07112631946802139, + 0.625232994556427, + 0.016300227493047714, + 0.019451139494776726, + 0.016100767999887466, + 0.11551252007484436 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.8983170986175537 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an open, old, worn singing textbook with thick, yellowed pages?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the textbook resting on a dark, polished wood surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of pure, brilliant golden light rise from the pages as luminous musical notes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene punctuated by intense, rapid screen flickers of white light causing erratic shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static, high-angle extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129375621676445 + ], + "opposite_logprob_tokens": [ + -2.2379374504089355 + ], + "logprob_reward": -0.1129375621676445, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129375621676445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18504568934440613, + 0.12449786067008972, + 0.10020679235458374, + 0.08718065172433853, + 0.06674093753099442, + 0.15177187323570251, + 0.1353624314069748, + 0.029522785916924477, + 0.04513007774949074, + 0.07454096525907516 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.1129375621676445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_0/index_tensor([4937, 4937])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_0/index_tensor([4937, 4937])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ceda766a07e8f7f7cf158ab001b0a38f19277a68 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_0/index_tensor([4937, 4937])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot, framed vertically, captures a fully blossomed lotus flower, floating steadily and calmly on the surface of crystal-clear, mirror-like water. The petals, layered and gracefully unfolding, take on a velvety texture. Their delicate pink gradually transitions to a soft, milky white from the tips to the center, nestled within a golden pod. Soft, golden morning sunlight slants through the mist, precisely illuminating the distinct veins of the petals and making the crystal-clear water droplets clinging to them sparkle like tiny diamonds. As the petals sway gently, a plump droplet, unbalanced by gravity, begins to slide cautiously down the petal's graceful curve, leaving a wet, sparkling trail before silently dripping back into the water, stirring up a circle of tiny, rapidly spreading ripples. Through the clear water, you can vaguely see the green aquatic plants swaying underwater. The whole picture is extremely rich in details, with delicate light and shadow, creating an extremely tranquil, pure and Zen atmosphere.", + "seed": 20629, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_0/index_4937_seed_20629_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23812724985182285, + "vlm_logprob": -0.23812724985182285, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.23812724985182285, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025200815871357918 + ], + "opposite_logprob_tokens": [ + -3.900200843811035 + ], + "logprob_reward": -0.025200815871357918, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.025200815871357918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14304982125759125, + 0.11349286884069443, + 0.07824165374040604, + 0.21403059363365173, + 0.04532315582036972, + 0.0755535215139389, + 0.06737072765827179, + 0.06032918393611908, + 0.10405218601226807, + 0.09855619817972183 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.025200815871357918 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256455272436142 + ], + "opposite_logprob_tokens": [ + -1.6006455421447754 + ], + "logprob_reward": -0.2256455272436142, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256455272436142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.502758800983429, + 0.07697298377752304, + 0.029574884101748466, + 0.05397389456629753, + 0.029911383986473083, + 0.05144452676177025, + 0.04683413356542587, + 0.06746822595596313, + 0.10590498894453049, + 0.03515617549419403 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.2256455272436142 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632815957069397 + ], + "opposite_logprob_tokens": [ + -0.757815957069397 + ], + "logprob_reward": -0.632815957069397, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632815957069397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2466239482164383, + 0.1085626482963562, + 0.06586822867393494, + 0.047610726207494736, + 0.08788274973630905, + 0.10670436173677444, + 0.15682323276996613, + 0.04164504259824753, + 0.059744853526353836, + 0.07853422313928604 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.632815957069397 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270827054977417 + ], + "opposite_logprob_tokens": [ + -2.1270828247070312 + ], + "logprob_reward": -0.1270827054977417, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270827054977417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10819478332996368, + 0.05438288673758507, + 0.03191507235169411, + 0.08725844323635101, + 0.16352176666259766, + 0.10037275403738022, + 0.10828091204166412, + 0.050977129489183426, + 0.10031379759311676, + 0.19478242099285126 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.1270827054977417 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989124357700348 + ], + "opposite_logprob_tokens": [ + -1.8048912286758423 + ], + "logprob_reward": -0.17989124357700348, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989124357700348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2708203196525574, + 0.09556844085454941, + 0.06473666429519653, + 0.048306193202733994, + 0.09049974381923676, + 0.12732750177383423, + 0.10992804914712906, + 0.06637437641620636, + 0.0710454210639, + 0.05539330095052719 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.17989124357700348 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, framed vertically, captures a fully blossomed lotus flower, floating steadily and calmly on the surface of crystal-clear, mirror-like water. The petals, layered and gracefully unfolding, take on a velvety texture. Their delicate pink gradually transitions to a soft, milky white from the tips to the center, nestled within a golden pod. Soft, golden morning sunlight slants through the mist, precisely illuminating the distinct veins of the petals and making the crystal-clear water droplets clinging to them sparkle like tiny diamonds. As the petals sway gently, a plump droplet, unbalanced by gravity, begins to slide cautiously down the petal's graceful curve, leaving a wet, sparkling trail before silently dripping back into the water, stirring up a circle of tiny, rapidly spreading ripples. Through the clear water, you can vaguely see the green aquatic plants swaying underwater. The whole picture is extremely rich in details, with delicate light and shadow, creating an extremely tranquil, pure and Zen atmosphere.", + "seed": 20630, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_0/index_4937_seed_20630_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1903609201312065, + "vlm_logprob": -0.1903609201312065, + "vlm_yes_no_margin": 1.925, + "vlm_token_credit": -0.1903609201312065, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.041226767003536224 + ], + "opposite_logprob_tokens": [ + -3.416226863861084 + ], + "logprob_reward": -0.041226767003536224, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.041226767003536224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28725191950798035, + 0.1275402009487152, + 0.11447583884000778, + 0.09404418617486954, + 0.11526676267385483, + 0.02478431910276413, + 0.02167702652513981, + 0.07649053633213043, + 0.08924835920333862, + 0.04922083765268326 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.041226767003536224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486890494823456 + ], + "opposite_logprob_tokens": [ + -1.223689079284668 + ], + "logprob_reward": -0.3486890494823456, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486890494823456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10083327442407608, + 0.1629536747932434, + 0.11666616797447205, + 0.04871432110667229, + 0.05109867826104164, + 0.08409610390663147, + 0.045393992215394974, + 0.018600767478346825, + 0.2163606882095337, + 0.15528233349323273 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.3486890494823456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135138750076294 + ], + "opposite_logprob_tokens": [ + -1.4063513278961182 + ], + "logprob_reward": -0.28135138750076294, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135138750076294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29685837030410767, + 0.04954938217997551, + 0.041798755526542664, + 0.06785251945257187, + 0.048069778829813004, + 0.052794989198446274, + 0.12015063315629959, + 0.02353520505130291, + 0.09072189033031464, + 0.20866848528385162 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.28135138750076294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498814582824707 + ], + "opposite_logprob_tokens": [ + -2.929988145828247 + ], + "logprob_reward": -0.05498814582824707, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498814582824707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0677785873413086, + 0.09749186784029007, + 0.1408393383026123, + 0.0320122092962265, + 0.07544558495283127, + 0.04898529872298241, + 0.18106840550899506, + 0.017641708254814148, + 0.29153791069984436, + 0.04719904065132141 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.05498814582824707 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22554925084114075 + ], + "opposite_logprob_tokens": [ + -1.6005492210388184 + ], + "logprob_reward": -0.22554925084114075, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22554925084114075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2306002527475357, + 0.061838842928409576, + 0.10514672845602036, + 0.06870114058256149, + 0.11324336379766464, + 0.07792899757623672, + 0.10464994609355927, + 0.058875396847724915, + 0.12226007878780365, + 0.0567551888525486 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.22554925084114075 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, framed vertically, captures a fully blossomed lotus flower, floating steadily and calmly on the surface of crystal-clear, mirror-like water. The petals, layered and gracefully unfolding, take on a velvety texture. Their delicate pink gradually transitions to a soft, milky white from the tips to the center, nestled within a golden pod. Soft, golden morning sunlight slants through the mist, precisely illuminating the distinct veins of the petals and making the crystal-clear water droplets clinging to them sparkle like tiny diamonds. As the petals sway gently, a plump droplet, unbalanced by gravity, begins to slide cautiously down the petal's graceful curve, leaving a wet, sparkling trail before silently dripping back into the water, stirring up a circle of tiny, rapidly spreading ripples. Through the clear water, you can vaguely see the green aquatic plants swaying underwater. The whole picture is extremely rich in details, with delicate light and shadow, creating an extremely tranquil, pure and Zen atmosphere.", + "seed": 20631, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_0/index_4937_seed_20631_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21062646862119436, + "vlm_logprob": -0.21062646862119436, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.21062646862119436, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006908814422786236 + ], + "opposite_logprob_tokens": [ + -5.506908893585205 + ], + "logprob_reward": -0.006908814422786236, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.006908814422786236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1593363732099533, + 0.04483959451317787, + 0.2696180045604706, + 0.017297210171818733, + 0.09470168501138687, + 0.03933130204677582, + 0.05667346715927124, + 0.015727750957012177, + 0.277042418718338, + 0.025432158261537552 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.006908814422786236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328076720237732 + ], + "opposite_logprob_tokens": [ + -0.7578076720237732 + ], + "logprob_reward": -0.6328076720237732, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328076720237732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021026892587542534, + 0.03736621513962746, + 0.18855059146881104, + 0.012350359000265598, + 0.030265705659985542, + 0.033527255058288574, + 0.06727996468544006, + 0.03552088886499405, + 0.5516335368156433, + 0.02247861586511135 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.6328076720237732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890478566288948 + ], + "opposite_logprob_tokens": [ + -2.464047908782959 + ], + "logprob_reward": -0.0890478566288948, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890478566288948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05057799071073532, + 0.29176804423332214, + 0.16990293562412262, + 0.01832418330013752, + 0.0742541179060936, + 0.09484909474849701, + 0.14377322793006897, + 0.10990112274885178, + 0.027045447379350662, + 0.01960379257798195 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.0890478566288948 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307824373245239 + ], + "opposite_logprob_tokens": [ + -3.1680781841278076 + ], + "logprob_reward": -0.04307824373245239, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307824373245239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28436532616615295, + 0.3466005325317383, + 0.08550848066806793, + 0.02182147651910782, + 0.010750536806881428, + 0.030261585488915443, + 0.022028403356671333, + 0.011110340245068073, + 0.16242361068725586, + 0.02512975223362446 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.04307824373245239 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812897562980652 + ], + "opposite_logprob_tokens": [ + -1.40628981590271 + ], + "logprob_reward": -0.2812897562980652, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812897562980652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057015735656023026, + 0.15044207870960236, + 0.40830644965171814, + 0.03970711678266525, + 0.06466218084096909, + 0.05047621577978134, + 0.05950453504920006, + 0.026599377393722534, + 0.1049707755446434, + 0.038315530866384506 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.2812897562980652 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, framed vertically, captures a fully blossomed lotus flower, floating steadily and calmly on the surface of crystal-clear, mirror-like water. The petals, layered and gracefully unfolding, take on a velvety texture. Their delicate pink gradually transitions to a soft, milky white from the tips to the center, nestled within a golden pod. Soft, golden morning sunlight slants through the mist, precisely illuminating the distinct veins of the petals and making the crystal-clear water droplets clinging to them sparkle like tiny diamonds. As the petals sway gently, a plump droplet, unbalanced by gravity, begins to slide cautiously down the petal's graceful curve, leaving a wet, sparkling trail before silently dripping back into the water, stirring up a circle of tiny, rapidly spreading ripples. Through the clear water, you can vaguely see the green aquatic plants swaying underwater. The whole picture is extremely rich in details, with delicate light and shadow, creating an extremely tranquil, pure and Zen atmosphere.", + "seed": 20632, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_0/index_4937_seed_20632_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1707324292510748, + "vlm_logprob": -0.1707324292510748, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.1707324292510748, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013413073495030403 + ], + "opposite_logprob_tokens": [ + -4.638412952423096 + ], + "logprob_reward": -0.013413073495030403, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.013413073495030403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21261578798294067, + 0.09322743117809296, + 0.052817877382040024, + 0.07575048506259918, + 0.13219887018203735, + 0.12832455337047577, + 0.07112477719783783, + 0.02690388262271881, + 0.15247882902622223, + 0.054557498544454575 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.013413073495030403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934162974357605 + ], + "opposite_logprob_tokens": [ + -0.6934162974357605 + ], + "logprob_reward": -0.6934162974357605, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934162974357605, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09346340596675873, + 0.043922971934080124, + 0.051487382501363754, + 0.12393789738416672, + 0.128130704164505, + 0.1862594336271286, + 0.09635346382856369, + 0.09651236236095428, + 0.12618184089660645, + 0.05375058576464653 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.6934162974357605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309457167983055 + ], + "opposite_logprob_tokens": [ + -3.1680946350097656 + ], + "logprob_reward": -0.04309457167983055, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309457167983055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1327020823955536, + 0.06487078964710236, + 0.04273245856165886, + 0.05541887879371643, + 0.11788799613714218, + 0.21099527180194855, + 0.06998176872730255, + 0.12444771081209183, + 0.11004713177680969, + 0.07091592252254486 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.04309457167983055 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372472524642944 + ], + "opposite_logprob_tokens": [ + -3.408724784851074 + ], + "logprob_reward": -0.03372472524642944, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372472524642944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050870079547166824, + 0.03194441646337509, + 0.02050284668803215, + 0.01884724758565426, + 0.10000049322843552, + 0.041058868169784546, + 0.06756120920181274, + 0.04876048490405083, + 0.5909261703491211, + 0.029528120532631874 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.03372472524642944 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a fully blossomed lotus flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and is the video framed vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lotus flower floating on crystal-clear, mirror-like water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a plump water droplet slide down a petal and create ripples in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are green aquatic plants visible swaying underwater through the clear water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001347839832306 + ], + "opposite_logprob_tokens": [ + -2.6950135231018066 + ], + "logprob_reward": -0.07001347839832306, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001347839832306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13014425337314606, + 0.04140213504433632, + 0.03900054097175598, + 0.03607548028230667, + 0.12002720683813095, + 0.2670481204986572, + 0.042193226516246796, + 0.05264030024409294, + 0.2227337807416916, + 0.04873498156666756 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.07001347839832306 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_1/index_tensor([7260, 7260])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_1/index_tensor([7260, 7260])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5f205b723f2a0192c33457e5549d28b244197b91 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_1/index_tensor([7260, 7260])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "grand, static close-up shot, shot from a slightly upward angle, captures the transcendent moment when the end of the dancing auroral band meets the summit of a solitary snowy mountain. Like a flowing cosmic silk, the translucent curtain of vibrant emerald green, edged with wisps of magenta and lavender, sweeps gently, almost caressingly, across the peak's highest point with a slow, graceful movement. The summit itself is a blade-like rock, blanketed in a thick, untouched layer of powdery snow, its surface delicately undulating and textured by the cold wind. As the aurora's light streams past, the snow grains are momentarily illuminated, reflecting a crystalline glow and casting fleeting, dreamy colors across the pristine white. Behind them is the inky night sky, dotted with countless clearly visible, twinkling stars like cold stars. The whole picture, dominated by cold colors, is full of otherworldly tranquility and grandeur, creating an awe-inspiring, pure and cold cosmic atmosphere.", + "seed": 18685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_1/index_7260_seed_18685_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21069394531659782, + "vlm_logprob": -0.21069394531659782, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.21069394531659782, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3565391004085541 + ], + "opposite_logprob_tokens": [ + -1.2315391302108765 + ], + "logprob_reward": -0.3565391004085541, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3565391004085541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09152326732873917, + 0.08463326096534729, + 0.1067856177687645, + 0.10330428183078766, + 0.09947317838668823, + 0.08704622834920883, + 0.1813654750585556, + 0.11107801645994186, + 0.058302488178014755, + 0.07648816704750061 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.3565391004085541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308977723121643 + ], + "opposite_logprob_tokens": [ + -3.1680898666381836 + ], + "logprob_reward": -0.04308977723121643, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308977723121643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20571403205394745, + 0.032658059149980545, + 0.07387741655111313, + 0.08119534701108932, + 0.07895785570144653, + 0.18581917881965637, + 0.13321705162525177, + 0.03656637668609619, + 0.053209658712148666, + 0.11878503113985062 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.04308977723121643 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028248426970094442 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028248426970094442, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028248426970094442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2558857798576355, + 0.03243888169527054, + 0.0718967467546463, + 0.083795927464962, + 0.1875474601984024, + 0.11722289025783539, + 0.04175771027803421, + 0.037594880908727646, + 0.01909291371703148, + 0.15276677906513214 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0028248426970094442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328281164169312 + ], + "opposite_logprob_tokens": [ + -0.7578281164169312 + ], + "logprob_reward": -0.6328281164169312, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328281164169312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13553999364376068, + 0.021587051451206207, + 0.08066220581531525, + 0.1984347105026245, + 0.06064191088080406, + 0.1453782021999359, + 0.15763117372989655, + 0.0438644140958786, + 0.06691817939281464, + 0.08934216946363449 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.6328281164169312 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187889829277992 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018187889829277992, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187889829277992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18182119727134705, + 0.04099293425679207, + 0.07108835875988007, + 0.11106681823730469, + 0.19855280220508575, + 0.17684626579284668, + 0.08360511809587479, + 0.04061958193778992, + 0.02567429654300213, + 0.06973261386156082 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.018187889829277992 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "grand, static close-up shot, shot from a slightly upward angle, captures the transcendent moment when the end of the dancing auroral band meets the summit of a solitary snowy mountain. Like a flowing cosmic silk, the translucent curtain of vibrant emerald green, edged with wisps of magenta and lavender, sweeps gently, almost caressingly, across the peak's highest point with a slow, graceful movement. The summit itself is a blade-like rock, blanketed in a thick, untouched layer of powdery snow, its surface delicately undulating and textured by the cold wind. As the aurora's light streams past, the snow grains are momentarily illuminated, reflecting a crystalline glow and casting fleeting, dreamy colors across the pristine white. Behind them is the inky night sky, dotted with countless clearly visible, twinkling stars like cold stars. The whole picture, dominated by cold colors, is full of otherworldly tranquility and grandeur, creating an awe-inspiring, pure and cold cosmic atmosphere.", + "seed": 18686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_1/index_7260_seed_18686_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2568356433417648, + "vlm_logprob": -0.2568356433417648, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.2568356433417648, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21122395992279053 + ], + "opposite_logprob_tokens": [ + -1.7112239599227905 + ], + "logprob_reward": -0.21122395992279053, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21122395992279053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.082077756524086, + 0.03548973426222801, + 0.1303836554288864, + 0.05142415314912796, + 0.09532054513692856, + 0.21916396915912628, + 0.05667267367243767, + 0.011226341128349304, + 0.039430394768714905, + 0.2788107395172119 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.21122395992279053 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00596374599263072 + ], + "opposite_logprob_tokens": [ + -5.1309638023376465 + ], + "logprob_reward": -0.00596374599263072, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00596374599263072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1722925454378128, + 0.04103700444102287, + 0.12364808470010757, + 0.033911898732185364, + 0.20464450120925903, + 0.2069181650876999, + 0.06551861017942429, + 0.027817221358418465, + 0.08003384619951248, + 0.044178079813718796 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.00596374599263072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036207374650985003 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036207374650985003, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036207374650985003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08592960983514786, + 0.09353846311569214, + 0.07751227915287018, + 0.09232405573129654, + 0.1079200878739357, + 0.15193650126457214, + 0.2177668958902359, + 0.056117068976163864, + 0.06384669989347458, + 0.05310840532183647 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.0036207374650985003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743188619613647 + ], + "opposite_logprob_tokens": [ + -0.47431886196136475 + ], + "logprob_reward": -0.9743188619613647, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743188619613647, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.125662699341774, + 0.08635218441486359, + 0.12860101461410522, + 0.04664463549852371, + 0.34233981370925903, + 0.037275977432727814, + 0.06860792636871338, + 0.025760814547538757, + 0.031000806018710136, + 0.1077541634440422 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.9743188619613647 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905091136693954 + ], + "opposite_logprob_tokens": [ + -2.4640510082244873 + ], + "logprob_reward": -0.08905091136693954, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905091136693954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07242196798324585, + 0.054867763072252274, + 0.04172892868518829, + 0.0805058479309082, + 0.14649847149848938, + 0.03699885681271553, + 0.2935791313648224, + 0.06893330812454224, + 0.0906013622879982, + 0.11386438459157944 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.08905091136693954 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "grand, static close-up shot, shot from a slightly upward angle, captures the transcendent moment when the end of the dancing auroral band meets the summit of a solitary snowy mountain. Like a flowing cosmic silk, the translucent curtain of vibrant emerald green, edged with wisps of magenta and lavender, sweeps gently, almost caressingly, across the peak's highest point with a slow, graceful movement. The summit itself is a blade-like rock, blanketed in a thick, untouched layer of powdery snow, its surface delicately undulating and textured by the cold wind. As the aurora's light streams past, the snow grains are momentarily illuminated, reflecting a crystalline glow and casting fleeting, dreamy colors across the pristine white. Behind them is the inky night sky, dotted with countless clearly visible, twinkling stars like cold stars. The whole picture, dominated by cold colors, is full of otherworldly tranquility and grandeur, creating an awe-inspiring, pure and cold cosmic atmosphere.", + "seed": 18687, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_1/index_7260_seed_18687_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3936023310758173, + "vlm_logprob": -0.3936023310758173, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.3936023310758173, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16511759161949158 + ], + "opposite_logprob_tokens": [ + -1.915117621421814 + ], + "logprob_reward": -0.16511759161949158, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16511759161949158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09923580288887024, + 0.14718438684940338, + 0.12694193422794342, + 0.028980787843465805, + 0.2780604660511017, + 0.03112236224114895, + 0.04071972519159317, + 0.16196003556251526, + 0.03929875046014786, + 0.04649572819471359 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.16511759161949158 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209077417850494 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.018209077417850494, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209077417850494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043618012219667435, + 0.18166661262512207, + 0.38991206884384155, + 0.12830494344234467, + 0.10450926423072815, + 0.016925552859902382, + 0.012533338740468025, + 0.03373226150870323, + 0.03835969418287277, + 0.050438202917575836 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.018209077417850494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041004871018230915 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.0041004871018230915, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041004871018230915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10573659837245941, + 0.16119776666164398, + 0.12899883091449738, + 0.04732930660247803, + 0.0234021358191967, + 0.06447593122720718, + 0.0553845539689064, + 0.09319097548723221, + 0.24698790907859802, + 0.07329593598842621 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.0041004871018230915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.701554298400879 + ], + "opposite_logprob_tokens": [ + -0.20155435800552368 + ], + "logprob_reward": -1.701554298400879, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.701554298400879, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16203086078166962, + 0.29585888981819153, + 0.25375816226005554, + 0.06493394076824188, + 0.02294040657579899, + 0.06415840238332748, + 0.009309377521276474, + 0.05675055831670761, + 0.019285188987851143, + 0.050974175333976746 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -1.701554298400879 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903020083904266 + ], + "opposite_logprob_tokens": [ + -2.5790302753448486 + ], + "logprob_reward": -0.07903020083904266, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903020083904266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05598653852939606, + 0.18693995475769043, + 0.09647901356220245, + 0.12100811302661896, + 0.13645298779010773, + 0.04082229733467102, + 0.028765521943569183, + 0.17648786306381226, + 0.07415185868740082, + 0.08290591090917587 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.07903020083904266 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "grand, static close-up shot, shot from a slightly upward angle, captures the transcendent moment when the end of the dancing auroral band meets the summit of a solitary snowy mountain. Like a flowing cosmic silk, the translucent curtain of vibrant emerald green, edged with wisps of magenta and lavender, sweeps gently, almost caressingly, across the peak's highest point with a slow, graceful movement. The summit itself is a blade-like rock, blanketed in a thick, untouched layer of powdery snow, its surface delicately undulating and textured by the cold wind. As the aurora's light streams past, the snow grains are momentarily illuminated, reflecting a crystalline glow and casting fleeting, dreamy colors across the pristine white. Behind them is the inky night sky, dotted with countless clearly visible, twinkling stars like cold stars. The whole picture, dominated by cold colors, is full of otherworldly tranquility and grandeur, creating an awe-inspiring, pure and cold cosmic atmosphere.", + "seed": 18688, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_1/index_7260_seed_18688_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23813604728784413, + "vlm_logprob": -0.23813604728784413, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.23813604728784413, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1827198714017868 + ], + "opposite_logprob_tokens": [ + -1.8077198266983032 + ], + "logprob_reward": -0.1827198714017868, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1827198714017868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08249008655548096, + 0.07576616108417511, + 0.06919369846582413, + 0.2229030877351761, + 0.11808578670024872, + 0.02985573559999466, + 0.11999564617872238, + 0.056035708636045456, + 0.039183005690574646, + 0.18649111688137054 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.1827198714017868 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653049357235432 + ], + "opposite_logprob_tokens": [ + -4.758653163909912 + ], + "logprob_reward": -0.008653049357235432, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653049357235432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026402797549962997, + 0.6805976033210754, + 0.05484101176261902, + 0.026246367022395134, + 0.06287070363759995, + 0.01839446648955345, + 0.04932798817753792, + 0.016978807747364044, + 0.03961003199219704, + 0.02473016083240509 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.008653049357235432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017172842053696513 + ], + "opposite_logprob_tokens": [ + -6.3767170906066895 + ], + "logprob_reward": -0.0017172842053696513, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017172842053696513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04964524134993553, + 0.5521947145462036, + 0.034692808985710144, + 0.04297373443841934, + 0.10886473208665848, + 0.03622175008058548, + 0.07482889294624329, + 0.027539055794477463, + 0.025964368134737015, + 0.047074660658836365 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.0017172842053696513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743004441261292 + ], + "opposite_logprob_tokens": [ + -0.47430044412612915 + ], + "logprob_reward": -0.9743004441261292, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743004441261292, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09795071184635162, + 0.6278321743011475, + 0.035362210124731064, + 0.03604855760931969, + 0.045552611351013184, + 0.02317596599459648, + 0.0417960025370121, + 0.018759263679385185, + 0.027845891192555428, + 0.0456765852868557 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.9743004441261292 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene dominated by a solitary snowy mountain with a blade-like rock summit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an auroral band visible with vibrant emerald green colors edged with wisps of magenta and lavender?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an inky night sky dotted with countless clearly visible twinkling stars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the aurora move slowly and gracefully across the mountain peak while illuminating the snow grains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328958734869957 + ], + "opposite_logprob_tokens": [ + -3.773289680480957 + ], + "logprob_reward": -0.02328958734869957, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328958734869957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0536058135330677, + 0.2485543042421341, + 0.030397340655326843, + 0.07378987222909927, + 0.2104836255311966, + 0.07044827938079834, + 0.11170142143964767, + 0.07546930760145187, + 0.07254818081855774, + 0.05300184339284897 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.02328958734869957 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_10/index_tensor([8145, 8145])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_10/index_tensor([8145, 8145])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a9be2e6e1bf79f53826c9e1ba891562906688d14 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_10/index_tensor([8145, 8145])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, dynamic aerial chase shot, captured from a slightly elevated rear perspective, captures a divine monkey clad in magnificent golden armor. He rides a swirling cloud, its edges radiating an ethereal golden glow, hurtling at breathtaking speed across the peaks of a vast, endless mountain range, steep as an ink painting. The divine monkey's golden armor is intricately carved with dragon patterns, each plate reflecting a dazzling light in the intense dawn sunlight. Two slender phoenix feathers from the purple-gold crown on his head sway violently backwards in the high-speed air. Through his helmet, his focused, resolute gaze is visible, his golden pupils gleaming with a divine radiance. The mist beneath his feet is not ethereal but a solid chariot, cleaving the air with immense momentum, leaving a clear, turbulent trail in its wake. The camera swoops and rises with him, passing over deep canyons shrouded in morning mist and steep ridges covered with dark green pines. The distant skyline is dyed a brilliant orange-red by the rising sun. The golden sunlight penetrates the clouds, casting magnificent beams of light, rendering the entire scene majestic and mythical, creating an epic atmosphere full of power and freedom.", + "seed": 3850, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_10/index_8145_seed_3850_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04029745552688837, + "vlm_logprob": -0.04029745552688837, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04029745552688837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03889348357915878 + ], + "opposite_logprob_tokens": [ + -3.288893461227417 + ], + "logprob_reward": -0.03889348357915878, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03889348357915878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057782646268606186, + 0.08886563032865524, + 0.0922691747546196, + 0.04988603666424751, + 0.06446626037359238, + 0.043554097414016724, + 0.09463676065206528, + 0.10756733268499374, + 0.3608572781085968, + 0.04011484235525131 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.03889348357915878 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606965810060501 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.01606965810060501, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606965810060501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09456831961870193, + 0.2111438363790512, + 0.15828721225261688, + 0.16977055370807648, + 0.07914984226226807, + 0.019322047010064125, + 0.033889513462781906, + 0.08924812078475952, + 0.07196139544248581, + 0.07265923172235489 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.01606965810060501 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030050575733185 + ], + "opposite_logprob_tokens": [ + -2.3503005504608154 + ], + "logprob_reward": -0.10030050575733185, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030050575733185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09945216774940491, + 0.23139998316764832, + 0.04656253010034561, + 0.044399261474609375, + 0.13348795473575592, + 0.09262892603874207, + 0.046101659536361694, + 0.09821708500385284, + 0.15926550328731537, + 0.0484849289059639 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.10030050575733185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033689454197883606 + ], + "opposite_logprob_tokens": [ + -3.408689498901367 + ], + "logprob_reward": -0.033689454197883606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033689454197883606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026288675144314766, + 0.05480297654867172, + 0.011659979820251465, + 0.028467832133173943, + 0.032450176775455475, + 0.013082949444651604, + 0.03609304130077362, + 0.3124951720237732, + 0.4319930076599121, + 0.052666209638118744 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.033689454197883606 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534175999462605 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534175999462605, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534175999462605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09637574106454849, + 0.07075430452823639, + 0.03623160719871521, + 0.055102549493312836, + 0.1191638633608818, + 0.02138839289546013, + 0.07215027511119843, + 0.3182609975337982, + 0.14907631278038025, + 0.06149595230817795 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.012534175999462605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, dynamic aerial chase shot, captured from a slightly elevated rear perspective, captures a divine monkey clad in magnificent golden armor. He rides a swirling cloud, its edges radiating an ethereal golden glow, hurtling at breathtaking speed across the peaks of a vast, endless mountain range, steep as an ink painting. The divine monkey's golden armor is intricately carved with dragon patterns, each plate reflecting a dazzling light in the intense dawn sunlight. Two slender phoenix feathers from the purple-gold crown on his head sway violently backwards in the high-speed air. Through his helmet, his focused, resolute gaze is visible, his golden pupils gleaming with a divine radiance. The mist beneath his feet is not ethereal but a solid chariot, cleaving the air with immense momentum, leaving a clear, turbulent trail in its wake. The camera swoops and rises with him, passing over deep canyons shrouded in morning mist and steep ridges covered with dark green pines. The distant skyline is dyed a brilliant orange-red by the rising sun. The golden sunlight penetrates the clouds, casting magnificent beams of light, rendering the entire scene majestic and mythical, creating an epic atmosphere full of power and freedom.", + "seed": 3851, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_10/index_8145_seed_3851_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.048806929495185614, + "vlm_logprob": -0.048806929495185614, + "vlm_yes_no_margin": 3.574999952316284, + "vlm_token_credit": -0.048806929495185614, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06291955709457397 + ], + "opposite_logprob_tokens": [ + -2.8129196166992188 + ], + "logprob_reward": -0.06291955709457397, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06291955709457397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45354053378105164, + 0.10215813666582108, + 0.05175819620490074, + 0.053921930491924286, + 0.12005819380283356, + 0.029757462441921234, + 0.06110306456685066, + 0.03174026682972908, + 0.04786433279514313, + 0.04809783026576042 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.06291955709457397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540886178612709 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540886178612709, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540886178612709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35656222701072693, + 0.08892595022916794, + 0.07090631127357483, + 0.07816413789987564, + 0.04778377339243889, + 0.03168848529458046, + 0.13424891233444214, + 0.0775434672832489, + 0.016967542469501495, + 0.0972091406583786 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.012540886178612709 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427735835313797 + ], + "opposite_logprob_tokens": [ + -2.0177736282348633 + ], + "logprob_reward": -0.1427735835313797, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427735835313797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15288756787776947, + 0.0676049217581749, + 0.5078779458999634, + 0.063888780772686, + 0.04644724354147911, + 0.03563470020890236, + 0.031024828553199768, + 0.019598165526986122, + 0.012052088044583797, + 0.06298369914293289 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.1427735835313797 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018177704885601997 + ], + "opposite_logprob_tokens": [ + -4.018177509307861 + ], + "logprob_reward": -0.018177704885601997, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018177704885601997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25113803148269653, + 0.38417762517929077, + 0.027070246636867523, + 0.03186913579702377, + 0.12498228996992111, + 0.01961670257151127, + 0.02132704295217991, + 0.07788629084825516, + 0.014264937490224838, + 0.047667596489191055 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.018177704885601997 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622915785759687 + ], + "opposite_logprob_tokens": [ + -4.882622718811035 + ], + "logprob_reward": -0.007622915785759687, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622915785759687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4892946481704712, + 0.07893701642751694, + 0.12001998722553253, + 0.03228021785616875, + 0.043985579162836075, + 0.033371150493621826, + 0.046272870153188705, + 0.027104845270514488, + 0.0697164237499237, + 0.05901728570461273 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.007622915785759687 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, dynamic aerial chase shot, captured from a slightly elevated rear perspective, captures a divine monkey clad in magnificent golden armor. He rides a swirling cloud, its edges radiating an ethereal golden glow, hurtling at breathtaking speed across the peaks of a vast, endless mountain range, steep as an ink painting. The divine monkey's golden armor is intricately carved with dragon patterns, each plate reflecting a dazzling light in the intense dawn sunlight. Two slender phoenix feathers from the purple-gold crown on his head sway violently backwards in the high-speed air. Through his helmet, his focused, resolute gaze is visible, his golden pupils gleaming with a divine radiance. The mist beneath his feet is not ethereal but a solid chariot, cleaving the air with immense momentum, leaving a clear, turbulent trail in its wake. The camera swoops and rises with him, passing over deep canyons shrouded in morning mist and steep ridges covered with dark green pines. The distant skyline is dyed a brilliant orange-red by the rising sun. The golden sunlight penetrates the clouds, casting magnificent beams of light, rendering the entire scene majestic and mythical, creating an epic atmosphere full of power and freedom.", + "seed": 3852, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_10/index_8145_seed_3852_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05528831100091338, + "vlm_logprob": -0.05528831100091338, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.05528831100091338, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05584879219532013 + ], + "opposite_logprob_tokens": [ + -2.9308488368988037 + ], + "logprob_reward": -0.05584879219532013, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05584879219532013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11378363519906998, + 0.12901414930820465, + 0.026265153661370277, + 0.0425422303378582, + 0.021941669285297394, + 0.10041779279708862, + 0.2515208125114441, + 0.19758212566375732, + 0.048429086804389954, + 0.06850326061248779 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.05584879219532013 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587211474776268 + ], + "opposite_logprob_tokens": [ + -3.895587205886841 + ], + "logprob_reward": -0.020587211474776268, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587211474776268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.140703484416008, + 0.17159929871559143, + 0.07733210921287537, + 0.07930906862020493, + 0.0680113285779953, + 0.03700007125735283, + 0.11669524759054184, + 0.1308567225933075, + 0.10455649346113205, + 0.07393620908260345 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.020587211474776268 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987193167209625 + ], + "opposite_logprob_tokens": [ + -1.804871916770935 + ], + "logprob_reward": -0.17987193167209625, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987193167209625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20386305451393127, + 0.14408957958221436, + 0.0694672167301178, + 0.06695844978094101, + 0.03178136423230171, + 0.06071456894278526, + 0.1730414181947708, + 0.07586366683244705, + 0.07877817004919052, + 0.09544249624013901 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.17987193167209625 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014189071021974087 + ], + "opposite_logprob_tokens": [ + -4.26418924331665 + ], + "logprob_reward": -0.014189071021974087, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014189071021974087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34533777832984924, + 0.17845964431762695, + 0.03662734106183052, + 0.14976882934570312, + 0.019410746172070503, + 0.03325626254081726, + 0.09278073906898499, + 0.07184162735939026, + 0.034964967519044876, + 0.03755209222435951 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.014189071021974087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944548640400171 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944548640400171, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944548640400171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17264175415039062, + 0.15536874532699585, + 0.051851093769073486, + 0.07292211055755615, + 0.09841661155223846, + 0.06313886493444443, + 0.10728193819522858, + 0.107650026679039, + 0.10341287404298782, + 0.06731598824262619 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005944548640400171 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, dynamic aerial chase shot, captured from a slightly elevated rear perspective, captures a divine monkey clad in magnificent golden armor. He rides a swirling cloud, its edges radiating an ethereal golden glow, hurtling at breathtaking speed across the peaks of a vast, endless mountain range, steep as an ink painting. The divine monkey's golden armor is intricately carved with dragon patterns, each plate reflecting a dazzling light in the intense dawn sunlight. Two slender phoenix feathers from the purple-gold crown on his head sway violently backwards in the high-speed air. Through his helmet, his focused, resolute gaze is visible, his golden pupils gleaming with a divine radiance. The mist beneath his feet is not ethereal but a solid chariot, cleaving the air with immense momentum, leaving a clear, turbulent trail in its wake. The camera swoops and rises with him, passing over deep canyons shrouded in morning mist and steep ridges covered with dark green pines. The distant skyline is dyed a brilliant orange-red by the rising sun. The golden sunlight penetrates the clouds, casting magnificent beams of light, rendering the entire scene majestic and mythical, creating an epic atmosphere full of power and freedom.", + "seed": 3853, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_10/index_8145_seed_3853_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04096725732088089, + "vlm_logprob": -0.04096725732088089, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.04096725732088089, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06244504079222679 + ], + "opposite_logprob_tokens": [ + -2.8124449253082275 + ], + "logprob_reward": -0.06244504079222679, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06244504079222679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1783839911222458, + 0.04143911600112915, + 0.08343344926834106, + 0.059799615293741226, + 0.028415143489837646, + 0.02437973953783512, + 0.520973265171051, + 0.020920434966683388, + 0.012430243194103241, + 0.02982509322464466 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.06244504079222679 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107780635356903 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.01107780635356903, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107780635356903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06928036361932755, + 0.08186759799718857, + 0.33458399772644043, + 0.20702102780342102, + 0.06736992299556732, + 0.05795890465378761, + 0.12382834404706955, + 0.03143499046564102, + 0.010956446640193462, + 0.015698378905653954 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.01107780635356903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290934681892395 + ], + "opposite_logprob_tokens": [ + -2.2379093170166016 + ], + "logprob_reward": -0.11290934681892395, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290934681892395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1175355389714241, + 0.06250706315040588, + 0.08345530927181244, + 0.07166919857263565, + 0.05262283608317375, + 0.09802871942520142, + 0.41769301891326904, + 0.024805601686239243, + 0.02032540924847126, + 0.05135732144117355 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.11290934681892395 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009774088859558105 + ], + "opposite_logprob_tokens": [ + -4.634774208068848 + ], + "logprob_reward": -0.009774088859558105, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009774088859558105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15002429485321045, + 0.0704311728477478, + 0.07532519102096558, + 0.06830167025327682, + 0.22002051770687103, + 0.06543969362974167, + 0.30268749594688416, + 0.025378935039043427, + 0.00871146097779274, + 0.013679507188498974 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.009774088859558105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a monkey wearing intricate golden armor with dragon patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the monkey riding a swirling cloud that radiates an ethereal golden glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender purple-gold phoenix feathers visible swaying violently on the monkey's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast mountain range with steep ridges covered in dark green pines and deep canyons?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a sweeping aerial shot that swoops and rises while passing over the terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630003780126572 + ], + "opposite_logprob_tokens": [ + -4.75862979888916 + ], + "logprob_reward": -0.008630003780126572, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630003780126572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09435205161571503, + 0.07295835763216019, + 0.06028999015688896, + 0.17506328225135803, + 0.08674749732017517, + 0.08643746376037598, + 0.32383498549461365, + 0.05018815025687218, + 0.0202430821955204, + 0.029885120689868927 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.008630003780126572 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_11/index_tensor([2693, 2693])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_11/index_tensor([2693, 2693])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..66deeca96d3ebdfaf047591c0970c5d296bd928c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_11/index_tensor([2693, 2693])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot, rendered in a gritty, comic-book style, slowly advances across a desolate, sun-drenched desert highway, where every element is defined by bold black ink outlines and stark, high-contrast shadows. Under the intense, unforgiving midday sun, a visible heat haze shimmers, distorting the air and rising from the cracked asphalt. At the center of this oppressive scene, a flock of Coragyps atratus feeds en masse. They are a writhing mass of black feathers, huddled over invisible carrion. Their featherless, swarthy heads are deeply wrinkled and leathery, and they viciously tear and pull with their sharp, hooked beaks, bobbing and weaving. Their powerful bodies cast deep, sharp black shadows on the scorching pavement, creating stark, graphic patterns. The vultures aggressively jockey for position, their movements primal and focused, creating a brutal, raw atmosphere of natural decay across the empty, sun-bleached road.", + "seed": 32, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_11/index_2693_seed_32_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1683627489954233, + "vlm_logprob": -0.1683627489954233, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.1683627489954233, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3887796401977539 + ], + "opposite_logprob_tokens": [ + -1.138779640197754 + ], + "logprob_reward": -0.3887796401977539, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3887796401977539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16914694011211395, + 0.07455748319625854, + 0.09622182697057724, + 0.018499935045838356, + 0.0737750232219696, + 0.20392227172851562, + 0.09123495221138, + 0.060063160955905914, + 0.17599014937877655, + 0.036588188260793686 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.3887796401977539 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369649916887283 + ], + "opposite_logprob_tokens": [ + -3.651369571685791 + ], + "logprob_reward": -0.026369649916887283, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369649916887283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11708853393793106, + 0.14703905582427979, + 0.07996286451816559, + 0.040132787078619, + 0.07858970761299133, + 0.02125987596809864, + 0.08692750334739685, + 0.10668908059597015, + 0.2895742952823639, + 0.03273630887269974 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.026369649916887283 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521343529224396 + ], + "opposite_logprob_tokens": [ + -1.5021343231201172 + ], + "logprob_reward": -0.2521343529224396, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521343529224396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.182043194770813, + 0.07738076150417328, + 0.16237199306488037, + 0.036818210035562515, + 0.11558909714221954, + 0.05912233889102936, + 0.046813711524009705, + 0.12060149759054184, + 0.14982394874095917, + 0.049435194581747055 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.2521343529224396 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199061319231987 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199061319231987, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199061319231987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08514222502708435, + 0.031633879989385605, + 0.16235977411270142, + 0.051207009702920914, + 0.4319453239440918, + 0.08441207557916641, + 0.0224477369338274, + 0.0513286367058754, + 0.04648962244391441, + 0.033033765852451324 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.014199061319231987 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033104062080383 + ], + "opposite_logprob_tokens": [ + -1.9103310108184814 + ], + "logprob_reward": -0.16033104062080383, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033104062080383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19627809524536133, + 0.08047793805599213, + 0.1275080293416977, + 0.04290148615837097, + 0.1149594634771347, + 0.1334545612335205, + 0.04331420361995697, + 0.0752154216170311, + 0.11966922879219055, + 0.06622158735990524 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.16033104062080383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, rendered in a gritty, comic-book style, slowly advances across a desolate, sun-drenched desert highway, where every element is defined by bold black ink outlines and stark, high-contrast shadows. Under the intense, unforgiving midday sun, a visible heat haze shimmers, distorting the air and rising from the cracked asphalt. At the center of this oppressive scene, a flock of Coragyps atratus feeds en masse. They are a writhing mass of black feathers, huddled over invisible carrion. Their featherless, swarthy heads are deeply wrinkled and leathery, and they viciously tear and pull with their sharp, hooked beaks, bobbing and weaving. Their powerful bodies cast deep, sharp black shadows on the scorching pavement, creating stark, graphic patterns. The vultures aggressively jockey for position, their movements primal and focused, creating a brutal, raw atmosphere of natural decay across the empty, sun-bleached road.", + "seed": 33, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_11/index_2693_seed_33_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0783310230821371, + "vlm_logprob": -0.0783310230821371, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.0783310230821371, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06318482011556625 + ], + "opposite_logprob_tokens": [ + -2.8131847381591797 + ], + "logprob_reward": -0.06318482011556625, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06318482011556625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07371976226568222, + 0.16414187848567963, + 0.007067784667015076, + 0.6259045600891113, + 0.010441040620207787, + 0.016228288412094116, + 0.040863607078790665, + 0.02325013279914856, + 0.021172409877181053, + 0.017210526391863823 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.06318482011556625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108712051063776 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.01108712051063776, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108712051063776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04509313032031059, + 0.08794251829385757, + 0.013910921290516853, + 0.7745693325996399, + 0.009882692247629166, + 0.006157495081424713, + 0.03347776457667351, + 0.008703922852873802, + 0.007857419550418854, + 0.012404865585267544 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.01108712051063776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039694845676422 + ], + "opposite_logprob_tokens": [ + -1.910396933555603 + ], + "logprob_reward": -0.16039694845676422, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039694845676422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0742352157831192, + 0.04522501304745674, + 0.021813660860061646, + 0.7347579002380371, + 0.013114851899445057, + 0.012925855815410614, + 0.02283935435116291, + 0.019119473174214363, + 0.02390797808766365, + 0.03206070512533188 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.16039694845676422 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198591001331806 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.014198591001331806, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198591001331806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035464201122522354, + 0.24735994637012482, + 0.08442077785730362, + 0.11730367690324783, + 0.03229541331529617, + 0.02761688269674778, + 0.10537142306566238, + 0.1547984629869461, + 0.13057607412338257, + 0.06479314714670181 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.014198591001331806 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427876353263855 + ], + "opposite_logprob_tokens": [ + -2.0177876949310303 + ], + "logprob_reward": -0.1427876353263855, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427876353263855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04802340641617775, + 0.07760903239250183, + 0.07121741771697998, + 0.4330924451351166, + 0.06867262721061707, + 0.055411577224731445, + 0.08124304562807083, + 0.0966610461473465, + 0.039030566811561584, + 0.0290388036519289 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.1427876353263855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, rendered in a gritty, comic-book style, slowly advances across a desolate, sun-drenched desert highway, where every element is defined by bold black ink outlines and stark, high-contrast shadows. Under the intense, unforgiving midday sun, a visible heat haze shimmers, distorting the air and rising from the cracked asphalt. At the center of this oppressive scene, a flock of Coragyps atratus feeds en masse. They are a writhing mass of black feathers, huddled over invisible carrion. Their featherless, swarthy heads are deeply wrinkled and leathery, and they viciously tear and pull with their sharp, hooked beaks, bobbing and weaving. Their powerful bodies cast deep, sharp black shadows on the scorching pavement, creating stark, graphic patterns. The vultures aggressively jockey for position, their movements primal and focused, creating a brutal, raw atmosphere of natural decay across the empty, sun-bleached road.", + "seed": 34, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_11/index_2693_seed_34_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05456735924817622, + "vlm_logprob": -0.05456735924817622, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.05456735924817622, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020110517740249634 + ], + "opposite_logprob_tokens": [ + -4.020110607147217 + ], + "logprob_reward": -0.020110517740249634, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020110517740249634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23948639631271362, + 0.11243178695440292, + 0.06434395909309387, + 0.12150567770004272, + 0.06608656793832779, + 0.10074197500944138, + 0.034858621656894684, + 0.045904263854026794, + 0.042072705924510956, + 0.17256800830364227 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.020110517740249634 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036222815979272127 + ], + "opposite_logprob_tokens": [ + -5.628622055053711 + ], + "logprob_reward": -0.0036222815979272127, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036222815979272127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17230921983718872, + 0.053132086992263794, + 0.06796526163816452, + 0.03538379445672035, + 0.41229870915412903, + 0.12102044373750687, + 0.009420922957360744, + 0.03290420398116112, + 0.024918586015701294, + 0.0706467553973198 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0036222815979272127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048665452748537064 + ], + "opposite_logprob_tokens": [ + -3.0486655235290527 + ], + "logprob_reward": -0.048665452748537064, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048665452748537064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054322194308042526, + 0.02797115221619606, + 0.034577108919620514, + 0.029928045347332954, + 0.7199713587760925, + 0.06136323884129524, + 0.006367185618728399, + 0.017764320597052574, + 0.011126399971544743, + 0.0366089902818203 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.048665452748537064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583242177963257 + ], + "opposite_logprob_tokens": [ + -3.895583152770996 + ], + "logprob_reward": -0.020583242177963257, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583242177963257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06877253949642181, + 0.05642133578658104, + 0.08883881568908691, + 0.0325237438082695, + 0.26091280579566956, + 0.2160937637090683, + 0.016418246552348137, + 0.02408764697611332, + 0.16727808117866516, + 0.06865305453538895 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.020583242177963257 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985530197620392 + ], + "opposite_logprob_tokens": [ + -1.8048553466796875 + ], + "logprob_reward": -0.17985530197620392, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985530197620392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12241548299789429, + 0.14954939484596252, + 0.07124653458595276, + 0.14364923536777496, + 0.17444953322410583, + 0.1534513235092163, + 0.029117919504642487, + 0.02489089034497738, + 0.03592430427670479, + 0.09530540555715561 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.17985530197620392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, rendered in a gritty, comic-book style, slowly advances across a desolate, sun-drenched desert highway, where every element is defined by bold black ink outlines and stark, high-contrast shadows. Under the intense, unforgiving midday sun, a visible heat haze shimmers, distorting the air and rising from the cracked asphalt. At the center of this oppressive scene, a flock of Coragyps atratus feeds en masse. They are a writhing mass of black feathers, huddled over invisible carrion. Their featherless, swarthy heads are deeply wrinkled and leathery, and they viciously tear and pull with their sharp, hooked beaks, bobbing and weaving. Their powerful bodies cast deep, sharp black shadows on the scorching pavement, creating stark, graphic patterns. The vultures aggressively jockey for position, their movements primal and focused, creating a brutal, raw atmosphere of natural decay across the empty, sun-bleached road.", + "seed": 35, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_11/index_2693_seed_35_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05456914622336626, + "vlm_logprob": -0.05456914622336626, + "vlm_yes_no_margin": 3.325000023841858, + "vlm_token_credit": -0.05456914622336626, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012404082342982292 + ], + "opposite_logprob_tokens": [ + -4.512403964996338 + ], + "logprob_reward": -0.012404082342982292, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012404082342982292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11297480016946793, + 0.12139665335416794, + 0.10004262626171112, + 0.16442467272281647, + 0.06745881587266922, + 0.07527051866054535, + 0.04898539185523987, + 0.023486675694584846, + 0.14938411116600037, + 0.13657574355602264 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.012404082342982292 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544064782559872 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.012544064782559872, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544064782559872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06659822165966034, + 0.14982354640960693, + 0.05812924727797508, + 0.06690879911184311, + 0.06024063751101494, + 0.062091194093227386, + 0.060229722410440445, + 0.02487974800169468, + 0.2948162257671356, + 0.1562826931476593 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.012544064782559872 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207304447889328 + ], + "opposite_logprob_tokens": [ + -2.812072992324829 + ], + "logprob_reward": -0.06207304447889328, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207304447889328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09801118075847626, + 0.17229875922203064, + 0.0575273372232914, + 0.07108934223651886, + 0.07708419859409332, + 0.016661344096064568, + 0.06398803740739822, + 0.023549551144242287, + 0.06827644258737564, + 0.3515138626098633 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.06207304447889328 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305529221892357 + ], + "opposite_logprob_tokens": [ + -3.168055295944214 + ], + "logprob_reward": -0.04305529221892357, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305529221892357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10237997025251389, + 0.15752622485160828, + 0.07151142507791519, + 0.20149485766887665, + 0.04076831787824631, + 0.12175808101892471, + 0.027190834283828735, + 0.08752590417861938, + 0.0478815883398056, + 0.14196281135082245 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.04305529221892357 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a gritty comic-book style with bold black ink outlines and high-contrast shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a desolate, sun-drenched desert highway with cracked asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a visible heat haze shimmering and distorting the air above the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a flock of Coragyps atratus (vultures) visible feeding aggressively in the center of the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427692472934723 + ], + "opposite_logprob_tokens": [ + -2.0177693367004395 + ], + "logprob_reward": -0.1427692472934723, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1427692472934723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17698590457439423, + 0.21231825649738312, + 0.12104206532239914, + 0.08208511024713516, + 0.0866912230849266, + 0.06276639550924301, + 0.05010223016142845, + 0.037261851131916046, + 0.08221069723367691, + 0.08853625506162643 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.1427692472934723 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_12/index_tensor([6867, 6867])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_12/index_tensor([6867, 6867])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ee5635a9b6713459bbcdcb8bb7343857f0d620a1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_12/index_tensor([6867, 6867])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up, framed with poetic precision in the signature Makoto Shinkai style, focuses on the stoic face of a majestic bronze guardian lion statue. Its weathered surface, a rich tapestry of dark, bronze, and pale green patina stripes, shimmers with the sudden, torrential downpour. Each individual raindrop is rendered with surreal, crystalline clarity, capturing the ethereal, warm glow of a nearby, out-of-frame lantern as they streak along the cold metal. A delicate cherry blossom petal, drenched in a translucent pink, soaked by the rain, clings tenaciously to the statue's cheek, creating a fragile contrast against the enduring metal. The glistening water meticulously highlights the intricate and deeply carved details of its awe-inspiring mane, droplets pooling and dripping from each sculpted curl. In the background, the world completely dissolves into a beautiful, dreamy bokeh of distant city lights, their vibrant gold, blue, and crimson orbs creating a soft, atmospheric blur that imbues the entire scene with a tranquil and melancholic beauty.", + "seed": 7131, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_12/index_6867_seed_7131_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0200924726203084, + "vlm_logprob": -0.0200924726203084, + "vlm_yes_no_margin": 4.049999952316284, + "vlm_token_credit": -0.0200924726203084, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023418156430125237 + ], + "opposite_logprob_tokens": [ + -4.023417949676514 + ], + "logprob_reward": -0.023418156430125237, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.023418156430125237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10260438919067383, + 0.03908262774348259, + 0.05308437719941139, + 0.06359415501356125, + 0.12264325469732285, + 0.11316148191690445, + 0.11776795983314514, + 0.16795553267002106, + 0.17836451530456543, + 0.04174162819981575 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.023418156430125237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109820231795311 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.01109820231795311, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109820231795311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07781030237674713, + 0.049245793372392654, + 0.05093107745051384, + 0.06501311808824539, + 0.15707097947597504, + 0.09947000443935394, + 0.1364339143037796, + 0.13053345680236816, + 0.12518751621246338, + 0.10830377042293549 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.01109820231795311 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635478787124157 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.02635478787124157, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635478787124157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06315682083368301, + 0.02495817467570305, + 0.02760433219373226, + 0.026348991319537163, + 0.13123993575572968, + 0.09567732363939285, + 0.281844824552536, + 0.13993631303310394, + 0.09635359793901443, + 0.1128796935081482 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.02635478787124157 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783060289919376 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783060289919376, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783060289919376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049367859959602356, + 0.07890941202640533, + 0.018987128511071205, + 0.03304393216967583, + 0.034492965787649155, + 0.0972394123673439, + 0.30096569657325745, + 0.10417569428682327, + 0.1251944750547409, + 0.15762345492839813 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.009783060289919376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808156192302704 + ], + "opposite_logprob_tokens": [ + -3.5298080444335938 + ], + "logprob_reward": -0.029808156192302704, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808156192302704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11429671198129654, + 0.04417997598648071, + 0.04142487421631813, + 0.03557306155562401, + 0.11435290426015854, + 0.050316303968429565, + 0.1381841003894806, + 0.12878815829753876, + 0.22143347561359406, + 0.11145048588514328 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.029808156192302704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up, framed with poetic precision in the signature Makoto Shinkai style, focuses on the stoic face of a majestic bronze guardian lion statue. Its weathered surface, a rich tapestry of dark, bronze, and pale green patina stripes, shimmers with the sudden, torrential downpour. Each individual raindrop is rendered with surreal, crystalline clarity, capturing the ethereal, warm glow of a nearby, out-of-frame lantern as they streak along the cold metal. A delicate cherry blossom petal, drenched in a translucent pink, soaked by the rain, clings tenaciously to the statue's cheek, creating a fragile contrast against the enduring metal. The glistening water meticulously highlights the intricate and deeply carved details of its awe-inspiring mane, droplets pooling and dripping from each sculpted curl. In the background, the world completely dissolves into a beautiful, dreamy bokeh of distant city lights, their vibrant gold, blue, and crimson orbs creating a soft, atmospheric blur that imbues the entire scene with a tranquil and melancholic beauty.", + "seed": 7132, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_12/index_6867_seed_7132_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0242104796692729, + "vlm_logprob": -0.0242104796692729, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.0242104796692729, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013888032175600529 + ], + "opposite_logprob_tokens": [ + -4.513887882232666 + ], + "logprob_reward": -0.013888032175600529, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013888032175600529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14969216287136078, + 0.12406749278306961, + 0.16838009655475616, + 0.036187250167131424, + 0.08644860237836838, + 0.07932739704847336, + 0.11346153914928436, + 0.025480950251221657, + 0.04520314186811447, + 0.17175139486789703 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.013888032175600529 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076459851115942 + ], + "opposite_logprob_tokens": [ + -4.882646083831787 + ], + "logprob_reward": -0.0076459851115942, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076459851115942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16795308887958527, + 0.0998748242855072, + 0.0865449383854866, + 0.03434569388628006, + 0.04588540643453598, + 0.11799699068069458, + 0.041854824870824814, + 0.023657074198126793, + 0.038103897124528885, + 0.34378325939178467 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0076459851115942 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381123311817646 + ], + "opposite_logprob_tokens": [ + -3.2881124019622803 + ], + "logprob_reward": -0.0381123311817646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381123311817646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29999443888664246, + 0.19111233949661255, + 0.16273415088653564, + 0.064694844186306, + 0.04978501424193382, + 0.11858130246400833, + 0.04260599613189697, + 0.024122850969433784, + 0.022541817277669907, + 0.023827282711863518 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0381123311817646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289471864700317 + ], + "opposite_logprob_tokens": [ + -3.773289442062378 + ], + "logprob_reward": -0.023289471864700317, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289471864700317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09012460708618164, + 0.2803276479244232, + 0.08628179877996445, + 0.03728468716144562, + 0.032721616327762604, + 0.1347176432609558, + 0.039947181940078735, + 0.028054410591721535, + 0.04234246909618378, + 0.22819800674915314 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.023289471864700317 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811657801270485 + ], + "opposite_logprob_tokens": [ + -3.288116693496704 + ], + "logprob_reward": -0.03811657801270485, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811657801270485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14998935163021088, + 0.1588514894247055, + 0.08097512274980545, + 0.03087257407605648, + 0.05863862857222557, + 0.07826584577560425, + 0.05333230644464493, + 0.0758003443479538, + 0.051490794867277145, + 0.2617835998535156 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.03811657801270485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up, framed with poetic precision in the signature Makoto Shinkai style, focuses on the stoic face of a majestic bronze guardian lion statue. Its weathered surface, a rich tapestry of dark, bronze, and pale green patina stripes, shimmers with the sudden, torrential downpour. Each individual raindrop is rendered with surreal, crystalline clarity, capturing the ethereal, warm glow of a nearby, out-of-frame lantern as they streak along the cold metal. A delicate cherry blossom petal, drenched in a translucent pink, soaked by the rain, clings tenaciously to the statue's cheek, creating a fragile contrast against the enduring metal. The glistening water meticulously highlights the intricate and deeply carved details of its awe-inspiring mane, droplets pooling and dripping from each sculpted curl. In the background, the world completely dissolves into a beautiful, dreamy bokeh of distant city lights, their vibrant gold, blue, and crimson orbs creating a soft, atmospheric blur that imbues the entire scene with a tranquil and melancholic beauty.", + "seed": 7133, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_12/index_6867_seed_7133_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020742573961615562, + "vlm_logprob": -0.020742573961615562, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.020742573961615562, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022287720814347267 + ], + "opposite_logprob_tokens": [ + -3.897287607192993 + ], + "logprob_reward": -0.022287720814347267, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022287720814347267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21087700128555298, + 0.16265396773815155, + 0.03813835233449936, + 0.06665186583995819, + 0.08600474148988724, + 0.1140405610203743, + 0.04484166204929352, + 0.08779790997505188, + 0.16103585064411163, + 0.027958136051893234 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.022287720814347267 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005268617533147335 + ], + "opposite_logprob_tokens": [ + -5.255268573760986 + ], + "logprob_reward": -0.005268617533147335, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005268617533147335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30049172043800354, + 0.19832491874694824, + 0.08128981292247772, + 0.05035477504134178, + 0.07655183970928192, + 0.05879942327737808, + 0.09735807776451111, + 0.041650429368019104, + 0.05542397126555443, + 0.039755046367645264 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.005268617533147335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658722043037415 + ], + "opposite_logprob_tokens": [ + -4.7586588859558105 + ], + "logprob_reward": -0.008658722043037415, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658722043037415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14407852292060852, + 0.08414328098297119, + 0.019535323604941368, + 0.05737898498773575, + 0.4914231598377228, + 0.03395971655845642, + 0.04399774596095085, + 0.04002779722213745, + 0.02695469744503498, + 0.0585007444024086 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.008658722043037415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253888476639986 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.01253888476639986, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253888476639986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5575748682022095, + 0.06375237554311752, + 0.060136739164590836, + 0.03458046168088913, + 0.026391413062810898, + 0.03378615155816078, + 0.0115391556173563, + 0.05329085513949394, + 0.03985174000263214, + 0.11909625679254532 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01253888476639986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054958924651145935 + ], + "opposite_logprob_tokens": [ + -2.9299588203430176 + ], + "logprob_reward": -0.054958924651145935, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054958924651145935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4640127122402191, + 0.03551062196493149, + 0.15403710305690765, + 0.047910768538713455, + 0.050887737423181534, + 0.046554382890462875, + 0.025450602173805237, + 0.055221304297447205, + 0.06927237659692764, + 0.0511423759162426 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.054958924651145935 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up, framed with poetic precision in the signature Makoto Shinkai style, focuses on the stoic face of a majestic bronze guardian lion statue. Its weathered surface, a rich tapestry of dark, bronze, and pale green patina stripes, shimmers with the sudden, torrential downpour. Each individual raindrop is rendered with surreal, crystalline clarity, capturing the ethereal, warm glow of a nearby, out-of-frame lantern as they streak along the cold metal. A delicate cherry blossom petal, drenched in a translucent pink, soaked by the rain, clings tenaciously to the statue's cheek, creating a fragile contrast against the enduring metal. The glistening water meticulously highlights the intricate and deeply carved details of its awe-inspiring mane, droplets pooling and dripping from each sculpted curl. In the background, the world completely dissolves into a beautiful, dreamy bokeh of distant city lights, their vibrant gold, blue, and crimson orbs creating a soft, atmospheric blur that imbues the entire scene with a tranquil and melancholic beauty.", + "seed": 7134, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_12/index_6867_seed_7134_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016920998226851225, + "vlm_logprob": -0.016920998226851225, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.016920998226851225, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03129436820745468 + ], + "opposite_logprob_tokens": [ + -3.531294345855713 + ], + "logprob_reward": -0.03129436820745468, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03129436820745468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.348527729511261, + 0.11386458575725555, + 0.051212359219789505, + 0.10454907268285751, + 0.10483387112617493, + 0.11187424510717392, + 0.08790073543787003, + 0.014852995984256268, + 0.029068149626255035, + 0.033316291868686676 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.03129436820745468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005968841258436441 + ], + "opposite_logprob_tokens": [ + -5.130969047546387 + ], + "logprob_reward": -0.005968841258436441, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005968841258436441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1145552322268486, + 0.33047541975975037, + 0.06091143190860748, + 0.1366981863975525, + 0.10426593571901321, + 0.03707422316074371, + 0.12687768042087555, + 0.037018921226263046, + 0.02625972032546997, + 0.025863219052553177 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.005968841258436441 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020597372204065323 + ], + "opposite_logprob_tokens": [ + -3.895597457885742 + ], + "logprob_reward": -0.020597372204065323, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020597372204065323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23313619196414948, + 0.06174474209547043, + 0.0374143011868, + 0.05016733705997467, + 0.20162524282932281, + 0.08323806524276733, + 0.2064891904592514, + 0.02986571006476879, + 0.04389509931206703, + 0.05242406576871872 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.020597372204065323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253888476639986 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.01253888476639986, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253888476639986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20284776389598846, + 0.06951199471950531, + 0.03944232314825058, + 0.026517443358898163, + 0.058061935007572174, + 0.07036885619163513, + 0.3246432840824127, + 0.0423285998404026, + 0.013868480920791626, + 0.15240934491157532 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.01253888476639986 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static extreme close-up of a bronze guardian lion statue's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's surface show a weathered texture with dark bronze and pale green patina stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a translucent pink cherry blossom petal visible clinging to the statue's cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background rendered as a soft, out-of-focus bokeh of distant city lights in gold, blue, and crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall visual style consistent with the signature Makoto Shinkai aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205524697899818 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205524697899818, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205524697899818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2826973795890808, + 0.12793298065662384, + 0.05551375076174736, + 0.02262243814766407, + 0.08583338558673859, + 0.0507027767598629, + 0.30150407552719116, + 0.02756737545132637, + 0.009879948571324348, + 0.03574594482779503 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.014205524697899818 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_13/index_tensor([4678, 4678])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_13/index_tensor([4678, 4678])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2ae2aef5c9efa5191d14de39ac8c96d857f189d6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_13/index_tensor([4678, 4678])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fluid, observational tracking photograph follows the graceful unwinding of an ancient Chinese scroll as it tumbles and swirls through an infinite, matte-black void. Maintaining a consistent medium distance, the camera moves in perfect sync with the object's slow, zero-gravity rotation, capturing its forms with stark, objective clarity. The scroll itself is crafted from fine, visibly aged rice paper, its surface painted in a palette of warm ochres and pale yellows, with subtle creases and frayed edges testifying to its antiquity. Under even, shadowless, diffuse light, providing clinical illumination, the scroll steadily unfurls, revealing intricate ink illustrations rendered with masterful calligraphic brushstrokes. Scenes of dynastic battles come to life, with armies of armored soldiers clashing with spears and swords, while elsewhere, mythical beasts such as sinuous scaly dragons and majestic qilins are depicted in varying shades of deep black and ethereal gray. The movement is deliberate and unhurried, the paper gently ripples as it rotates, inviting the viewer to absorb the historical narrative depicted, creating an atmosphere of both objective and reverent presentation of timeless artifacts.", + "seed": 12857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_13/index_4678_seed_12857_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06464611599221826, + "vlm_logprob": -0.06464611599221826, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.06464611599221826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2577311098575592 + ], + "opposite_logprob_tokens": [ + -1.5077310800552368 + ], + "logprob_reward": -0.2577311098575592, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2577311098575592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.108314149081707, + 0.15010859072208405, + 0.2460179626941681, + 0.045652471482753754, + 0.20295283198356628, + 0.11229565739631653, + 0.046564195305109024, + 0.016262440010905266, + 0.04478737339377403, + 0.027044344693422318 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.2577311098575592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091247200965881 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091247200965881, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091247200965881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09800732880830765, + 0.43289992213249207, + 0.07913488894701004, + 0.03777725249528885, + 0.06904231011867523, + 0.030211076140403748, + 0.015322509221732616, + 0.16355402767658234, + 0.03846321254968643, + 0.035587504506111145 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.011091247200965881 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369740769267082 + ], + "opposite_logprob_tokens": [ + -3.4086973667144775 + ], + "logprob_reward": -0.03369740769267082, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369740769267082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5325963497161865, + 0.08643826842308044, + 0.04163161292672157, + 0.019564231857657433, + 0.0243852362036705, + 0.02695518732070923, + 0.07719643414020538, + 0.04948072507977486, + 0.0865277349948883, + 0.05522420257329941 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.03369740769267082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066256910562515 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066256910562515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066256910562515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5886569023132324, + 0.13781054317951202, + 0.04551209136843681, + 0.04373210296034813, + 0.02570941485464573, + 0.02238605171442032, + 0.019613150507211685, + 0.06788437068462372, + 0.013974814675748348, + 0.034720562398433685 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.016066256910562515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644558299332857 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644558299332857, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644558299332857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5419657826423645, + 0.06868798285722733, + 0.044242214411497116, + 0.08489156514406204, + 0.05610430985689163, + 0.02302210032939911, + 0.08419547975063324, + 0.021999796852469444, + 0.0379817932844162, + 0.03690893203020096 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.004644558299332857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, observational tracking photograph follows the graceful unwinding of an ancient Chinese scroll as it tumbles and swirls through an infinite, matte-black void. Maintaining a consistent medium distance, the camera moves in perfect sync with the object's slow, zero-gravity rotation, capturing its forms with stark, objective clarity. The scroll itself is crafted from fine, visibly aged rice paper, its surface painted in a palette of warm ochres and pale yellows, with subtle creases and frayed edges testifying to its antiquity. Under even, shadowless, diffuse light, providing clinical illumination, the scroll steadily unfurls, revealing intricate ink illustrations rendered with masterful calligraphic brushstrokes. Scenes of dynastic battles come to life, with armies of armored soldiers clashing with spears and swords, while elsewhere, mythical beasts such as sinuous scaly dragons and majestic qilins are depicted in varying shades of deep black and ethereal gray. The movement is deliberate and unhurried, the paper gently ripples as it rotates, inviting the viewer to absorb the historical narrative depicted, creating an atmosphere of both objective and reverent presentation of timeless artifacts.", + "seed": 12858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_13/index_4678_seed_12858_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09044696586206555, + "vlm_logprob": -0.09044696586206555, + "vlm_yes_no_margin": 3.224999952316284, + "vlm_token_credit": -0.09044696586206555, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31949424743652344 + ], + "opposite_logprob_tokens": [ + -1.3194942474365234 + ], + "logprob_reward": -0.31949424743652344, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31949424743652344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07742764055728912, + 0.06878381967544556, + 0.03285326063632965, + 0.25479957461357117, + 0.08586619049310684, + 0.09881441295146942, + 0.16118600964546204, + 0.08813759684562683, + 0.05307682976126671, + 0.07905478030443192 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.31949424743652344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054971449077129364 + ], + "opposite_logprob_tokens": [ + -2.92997145652771 + ], + "logprob_reward": -0.054971449077129364, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054971449077129364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08507640659809113, + 0.09257593005895615, + 0.05907595902681351, + 0.47782278060913086, + 0.04602671414613724, + 0.0834999680519104, + 0.02840430662035942, + 0.04917318373918533, + 0.013453343883156776, + 0.06489142030477524 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.054971449077129364 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054942674934864044 + ], + "opposite_logprob_tokens": [ + -2.9299426078796387 + ], + "logprob_reward": -0.054942674934864044, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054942674934864044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08309202641248703, + 0.07422245293855667, + 0.08372234553098679, + 0.2815213203430176, + 0.20847907662391663, + 0.10135231912136078, + 0.07179828733205795, + 0.04195001721382141, + 0.01141568087041378, + 0.042446527630090714 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.054942674934864044 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818344183266163 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.01818344183266163, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818344183266163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035901159048080444, + 0.05650574341416359, + 0.018004707992076874, + 0.5880170464515686, + 0.042711082845926285, + 0.11896884441375732, + 0.05399908497929573, + 0.028027920052409172, + 0.02684025466442108, + 0.03102417103946209 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.01818344183266163 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643016029149294 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004643016029149294, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643016029149294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09384986013174057, + 0.051709432154893875, + 0.036596085876226425, + 0.24742306768894196, + 0.1928335279226303, + 0.08441708236932755, + 0.1681959331035614, + 0.04589039832353592, + 0.047057755291461945, + 0.0320267453789711 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.004643016029149294 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, observational tracking photograph follows the graceful unwinding of an ancient Chinese scroll as it tumbles and swirls through an infinite, matte-black void. Maintaining a consistent medium distance, the camera moves in perfect sync with the object's slow, zero-gravity rotation, capturing its forms with stark, objective clarity. The scroll itself is crafted from fine, visibly aged rice paper, its surface painted in a palette of warm ochres and pale yellows, with subtle creases and frayed edges testifying to its antiquity. Under even, shadowless, diffuse light, providing clinical illumination, the scroll steadily unfurls, revealing intricate ink illustrations rendered with masterful calligraphic brushstrokes. Scenes of dynastic battles come to life, with armies of armored soldiers clashing with spears and swords, while elsewhere, mythical beasts such as sinuous scaly dragons and majestic qilins are depicted in varying shades of deep black and ethereal gray. The movement is deliberate and unhurried, the paper gently ripples as it rotates, inviting the viewer to absorb the historical narrative depicted, creating an atmosphere of both objective and reverent presentation of timeless artifacts.", + "seed": 12859, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_13/index_4678_seed_12859_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0536540599539876, + "vlm_logprob": -0.0536540599539876, + "vlm_yes_no_margin": 3.699999952316284, + "vlm_token_credit": -0.0536540599539876, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14569160342216492 + ], + "opposite_logprob_tokens": [ + -2.0206916332244873 + ], + "logprob_reward": -0.14569160342216492, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14569160342216492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22657069563865662, + 0.07895981520414352, + 0.045006733387708664, + 0.06419307738542557, + 0.19911186397075653, + 0.11735326051712036, + 0.047669149935245514, + 0.08750394731760025, + 0.0663585513830185, + 0.06727291643619537 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.14569160342216492 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547949329018593 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547949329018593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547949329018593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11379777640104294, + 0.0769568681716919, + 0.11117282509803772, + 0.05382491648197174, + 0.042498111724853516, + 0.08103566616773605, + 0.07328099012374878, + 0.13628199696540833, + 0.19191789627075195, + 0.11923296004533768 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.012547949329018593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901863545179367 + ], + "opposite_logprob_tokens": [ + -2.4640185832977295 + ], + "logprob_reward": -0.08901863545179367, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901863545179367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07298898696899414, + 0.1853426992893219, + 0.06065401807427406, + 0.07389920949935913, + 0.15145571529865265, + 0.04524749517440796, + 0.06696538627147675, + 0.20967406034469604, + 0.10884848237037659, + 0.024923957884311676 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.08901863545179367 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189646303653717 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189646303653717, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018189646303653717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14107488095760345, + 0.06484582275152206, + 0.09373286366462708, + 0.06302623450756073, + 0.07494847476482391, + 0.1860545575618744, + 0.06928091496229172, + 0.10058335959911346, + 0.12745516002178192, + 0.07899774610996246 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.018189646303653717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028224652633070946 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.0028224652633070946, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028224652633070946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16147270798683167, + 0.05311490222811699, + 0.04819531366229057, + 0.10965677350759506, + 0.08367423713207245, + 0.33043256402015686, + 0.04351215809583664, + 0.04650240018963814, + 0.06853999942541122, + 0.05489896982908249 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0028224652633070946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid, observational tracking photograph follows the graceful unwinding of an ancient Chinese scroll as it tumbles and swirls through an infinite, matte-black void. Maintaining a consistent medium distance, the camera moves in perfect sync with the object's slow, zero-gravity rotation, capturing its forms with stark, objective clarity. The scroll itself is crafted from fine, visibly aged rice paper, its surface painted in a palette of warm ochres and pale yellows, with subtle creases and frayed edges testifying to its antiquity. Under even, shadowless, diffuse light, providing clinical illumination, the scroll steadily unfurls, revealing intricate ink illustrations rendered with masterful calligraphic brushstrokes. Scenes of dynastic battles come to life, with armies of armored soldiers clashing with spears and swords, while elsewhere, mythical beasts such as sinuous scaly dragons and majestic qilins are depicted in varying shades of deep black and ethereal gray. The movement is deliberate and unhurried, the paper gently ripples as it rotates, inviting the viewer to absorb the historical narrative depicted, creating an atmosphere of both objective and reverent presentation of timeless artifacts.", + "seed": 12860, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_13/index_4678_seed_12860_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03888671798631549, + "vlm_logprob": -0.03888671798631549, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03888671798631549, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.119989313185215 + ], + "opposite_logprob_tokens": [ + -2.2449893951416016 + ], + "logprob_reward": -0.119989313185215, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.119989313185215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15768574178218842, + 0.07403597980737686, + 0.043956369161605835, + 0.058238521218299866, + 0.043845053762197495, + 0.02920200116932392, + 0.07167573273181915, + 0.16307541728019714, + 0.3124712407588959, + 0.04581396281719208 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.119989313185215 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981428988277912 + ], + "opposite_logprob_tokens": [ + -3.5298142433166504 + ], + "logprob_reward": -0.02981428988277912, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981428988277912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1324719488620758, + 0.22278787195682526, + 0.10872255265712738, + 0.1633116453886032, + 0.06429459154605865, + 0.04052484408020973, + 0.03587246686220169, + 0.11224508285522461, + 0.06694043427705765, + 0.05282849818468094 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.02981428988277912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026336558163166046 + ], + "opposite_logprob_tokens": [ + -3.651336669921875 + ], + "logprob_reward": -0.026336558163166046, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026336558163166046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1129896342754364, + 0.5450637936592102, + 0.024103233590722084, + 0.06901778280735016, + 0.048214130103588104, + 0.03482783958315849, + 0.03661816567182541, + 0.08135050535202026, + 0.016967307776212692, + 0.030847541987895966 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.026336558163166046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193772338330746 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193772338330746, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193772338330746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14046858251094818, + 0.30056607723236084, + 0.05762459710240364, + 0.052894990891218185, + 0.2024475485086441, + 0.07497243583202362, + 0.03746578097343445, + 0.0589192770421505, + 0.0341772697865963, + 0.0404634103178978 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.014193772338330746 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient Chinese scroll made of visibly aged rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scroll moving in a zero-gravity rotation while tumbling and swirling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinite matte-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera maintain a consistent medium distance and move in sync with the scroll's rotation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scroll's illustrations rendered in warm ochres, pale yellows, deep black, and ethereal gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040996563620865345 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.0040996563620865345, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040996563620865345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3153248727321625, + 0.1676880121231079, + 0.06340482831001282, + 0.15644963085651398, + 0.04486335813999176, + 0.043612800538539886, + 0.05621204525232315, + 0.04513200744986534, + 0.056408897042274475, + 0.05090360715985298 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0040996563620865345 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_14/index_tensor([8471, 8471])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_14/index_tensor([8471, 8471])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3c5878c01b5805414c5282a8902114b1eab94ca2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_14/index_tensor([8471, 8471])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme macro close-up, shot at a high frame rate to create a breathtaking super-slow-motion effect, focuses on a crimson rose bud, about to bloom. In the soft, diffused, cool light of early morning, each velvety rose petal is clung to countless glistening, plump beads of morning dew. The background, a completely blurred, hazy emerald green, underscores the rose's aloofness and purity. As the flower is lifted upwards by an invisible force, the camera tilts slightly upward, capturing the subtle effects of gravity: The spherical dewdrops begin to lose their grip, stretching across the petal's smooth surface, forming tiny streaks before gracefully peeling off the edge, one by one, and sliding off. Captured in super-slow motion, each droplet, in its moment of descent, resembles a sparkling diamond, its surface shimmering, its form subtly shifting in mid-air before vanishing beyond the depth of field. The entire process is imbued with tranquility, poetry, and a fleeting, exquisite beauty.", + "seed": 11364, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_14/index_8471_seed_11364_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08127144500613212, + "vlm_logprob": -0.08127144500613212, + "vlm_yes_no_margin": 2.699999952316284, + "vlm_token_credit": -0.08127144500613212, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03942147642374039 + ], + "opposite_logprob_tokens": [ + -3.289421558380127 + ], + "logprob_reward": -0.03942147642374039, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03942147642374039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10771697759628296, + 0.13833945989608765, + 0.03907248005270958, + 0.17616836726665497, + 0.07301115989685059, + 0.15583930909633636, + 0.06322551518678665, + 0.05009451135993004, + 0.03805329278111458, + 0.15847893059253693 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.03942147642374039 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498746782541275 + ], + "opposite_logprob_tokens": [ + -2.9299874305725098 + ], + "logprob_reward": -0.05498746782541275, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498746782541275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07073193043470383, + 0.06870517134666443, + 0.016081254929304123, + 0.05752263218164444, + 0.06377144902944565, + 0.06152753159403801, + 0.509423553943634, + 0.05818628892302513, + 0.020984260365366936, + 0.07306590676307678 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.05498746782541275 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635316178202629 + ], + "opposite_logprob_tokens": [ + -3.651353120803833 + ], + "logprob_reward": -0.02635316178202629, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635316178202629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.398151695728302, + 0.27071601152420044, + 0.05180433765053749, + 0.04495986923575401, + 0.03249218314886093, + 0.03536326810717583, + 0.09877783805131912, + 0.024330418556928635, + 0.01033784169703722, + 0.033066604286432266 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02635316178202629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280448853969574 + ], + "opposite_logprob_tokens": [ + -2.0178043842315674 + ], + "logprob_reward": -0.14280448853969574, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14280448853969574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1638874113559723, + 0.076566182076931, + 0.04771700128912926, + 0.09715593606233597, + 0.06951099634170532, + 0.12166115641593933, + 0.2457495629787445, + 0.05663212761282921, + 0.06213312968611717, + 0.05898648500442505 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.14280448853969574 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279063045978546 + ], + "opposite_logprob_tokens": [ + -2.0177905559539795 + ], + "logprob_reward": -0.14279063045978546, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14279063045978546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21291959285736084, + 0.17426681518554688, + 0.07375651597976685, + 0.09223819524049759, + 0.04883811995387077, + 0.0863366425037384, + 0.1913939118385315, + 0.04245791584253311, + 0.029448509216308594, + 0.0483437106013298 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.14279063045978546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro close-up, shot at a high frame rate to create a breathtaking super-slow-motion effect, focuses on a crimson rose bud, about to bloom. In the soft, diffused, cool light of early morning, each velvety rose petal is clung to countless glistening, plump beads of morning dew. The background, a completely blurred, hazy emerald green, underscores the rose's aloofness and purity. As the flower is lifted upwards by an invisible force, the camera tilts slightly upward, capturing the subtle effects of gravity: The spherical dewdrops begin to lose their grip, stretching across the petal's smooth surface, forming tiny streaks before gracefully peeling off the edge, one by one, and sliding off. Captured in super-slow motion, each droplet, in its moment of descent, resembles a sparkling diamond, its surface shimmering, its form subtly shifting in mid-air before vanishing beyond the depth of field. The entire process is imbued with tranquility, poetry, and a fleeting, exquisite beauty.", + "seed": 11365, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_14/index_8471_seed_11365_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08832341991364956, + "vlm_logprob": -0.08832341991364956, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.08832341991364956, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030630042776465416 + ], + "opposite_logprob_tokens": [ + -3.530630111694336 + ], + "logprob_reward": -0.030630042776465416, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030630042776465416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20316065847873688, + 0.1317586898803711, + 0.11715131998062134, + 0.1889587789773941, + 0.061061181128025055, + 0.040755074471235275, + 0.06640924513339996, + 0.023942038416862488, + 0.1275654435157776, + 0.03923758491873741 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.030630042776465416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370346546173096 + ], + "opposite_logprob_tokens": [ + -3.6513702869415283 + ], + "logprob_reward": -0.026370346546173096, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370346546173096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1938091367483139, + 0.04747416824102402, + 0.11936003714799881, + 0.02909347601234913, + 0.07271048426628113, + 0.11207951605319977, + 0.0582948736846447, + 0.08247318118810654, + 0.2042860984802246, + 0.08041898906230927 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.026370346546173096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903193473815918 + ], + "opposite_logprob_tokens": [ + -2.464031934738159 + ], + "logprob_reward": -0.08903193473815918, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903193473815918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3629153072834015, + 0.0316646508872509, + 0.06921631842851639, + 0.08377126604318619, + 0.027973836287856102, + 0.06536629050970078, + 0.03044169768691063, + 0.020237132906913757, + 0.05284272879362106, + 0.25557073950767517 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.08903193473815918 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255602926015854 + ], + "opposite_logprob_tokens": [ + -1.6005603075027466 + ], + "logprob_reward": -0.2255602926015854, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255602926015854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25514939427375793, + 0.09723471850156784, + 0.04798031598329544, + 0.04426567256450653, + 0.0716828778386116, + 0.10194353014230728, + 0.10597015917301178, + 0.12080611288547516, + 0.1086420863866806, + 0.046325139701366425 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.2255602926015854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002448290586472 + ], + "opposite_logprob_tokens": [ + -2.6950244903564453 + ], + "logprob_reward": -0.07002448290586472, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002448290586472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24050962924957275, + 0.03754039108753204, + 0.08568325638771057, + 0.041415344923734665, + 0.09245961159467697, + 0.1614629179239273, + 0.07563178986310959, + 0.06365000456571579, + 0.12546509504318237, + 0.07618190348148346 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.07002448290586472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro close-up, shot at a high frame rate to create a breathtaking super-slow-motion effect, focuses on a crimson rose bud, about to bloom. In the soft, diffused, cool light of early morning, each velvety rose petal is clung to countless glistening, plump beads of morning dew. The background, a completely blurred, hazy emerald green, underscores the rose's aloofness and purity. As the flower is lifted upwards by an invisible force, the camera tilts slightly upward, capturing the subtle effects of gravity: The spherical dewdrops begin to lose their grip, stretching across the petal's smooth surface, forming tiny streaks before gracefully peeling off the edge, one by one, and sliding off. Captured in super-slow motion, each droplet, in its moment of descent, resembles a sparkling diamond, its surface shimmering, its form subtly shifting in mid-air before vanishing beyond the depth of field. The entire process is imbued with tranquility, poetry, and a fleeting, exquisite beauty.", + "seed": 11366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_14/index_8471_seed_11366_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09972506649792194, + "vlm_logprob": -0.09972506649792194, + "vlm_yes_no_margin": 2.624999976158142, + "vlm_token_credit": -0.09972506649792194, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06251716613769531 + ], + "opposite_logprob_tokens": [ + -2.8125171661376953 + ], + "logprob_reward": -0.06251716613769531, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06251716613769531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20001071691513062, + 0.1615157574415207, + 0.162208691239357, + 0.08063729107379913, + 0.048618778586387634, + 0.06406792253255844, + 0.09665820747613907, + 0.06708339601755142, + 0.05577106028795242, + 0.06342822313308716 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.06251716613769531 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304728791117668 + ], + "opposite_logprob_tokens": [ + -3.7733047008514404 + ], + "logprob_reward": -0.023304728791117668, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304728791117668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15208040177822113, + 0.16399502754211426, + 0.15477247536182404, + 0.08482512831687927, + 0.08652626723051071, + 0.08942926675081253, + 0.04901456832885742, + 0.050983067601919174, + 0.0666111558675766, + 0.10176257789134979 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.023304728791117668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270335614681244 + ], + "opposite_logprob_tokens": [ + -2.1270334720611572 + ], + "logprob_reward": -0.1270335614681244, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270335614681244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1306951642036438, + 0.29431939125061035, + 0.10829713195562363, + 0.10741811245679855, + 0.02784491702914238, + 0.04955216124653816, + 0.05805902183055878, + 0.05345412716269493, + 0.03218741714954376, + 0.13817261159420013 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.1270335614681244 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520720064640045 + ], + "opposite_logprob_tokens": [ + -1.5020719766616821 + ], + "logprob_reward": -0.2520720064640045, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520720064640045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19900843501091003, + 0.16021624207496643, + 0.09618305414915085, + 0.05838678404688835, + 0.07395946234464645, + 0.08353781700134277, + 0.03901222348213196, + 0.04112199693918228, + 0.15870441496372223, + 0.08986964076757431 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.2520720064640045 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369786962866783 + ], + "opposite_logprob_tokens": [ + -3.4086978435516357 + ], + "logprob_reward": -0.03369786962866783, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369786962866783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20350000262260437, + 0.08885979652404785, + 0.09145955741405487, + 0.13151253759860992, + 0.1502547264099121, + 0.1622590571641922, + 0.03518933057785034, + 0.031324487179517746, + 0.0441146045923233, + 0.06152581796050072 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.03369786962866783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro close-up, shot at a high frame rate to create a breathtaking super-slow-motion effect, focuses on a crimson rose bud, about to bloom. In the soft, diffused, cool light of early morning, each velvety rose petal is clung to countless glistening, plump beads of morning dew. The background, a completely blurred, hazy emerald green, underscores the rose's aloofness and purity. As the flower is lifted upwards by an invisible force, the camera tilts slightly upward, capturing the subtle effects of gravity: The spherical dewdrops begin to lose their grip, stretching across the petal's smooth surface, forming tiny streaks before gracefully peeling off the edge, one by one, and sliding off. Captured in super-slow motion, each droplet, in its moment of descent, resembles a sparkling diamond, its surface shimmering, its form subtly shifting in mid-air before vanishing beyond the depth of field. The entire process is imbued with tranquility, poetry, and a fleeting, exquisite beauty.", + "seed": 11367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_14/index_8471_seed_11367_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04746441952884197, + "vlm_logprob": -0.04746441952884197, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.04746441952884197, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038397565484046936 + ], + "opposite_logprob_tokens": [ + -3.2883975505828857 + ], + "logprob_reward": -0.038397565484046936, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038397565484046936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15581181645393372, + 0.047193072736263275, + 0.03445137292146683, + 0.03235606849193573, + 0.08560169488191605, + 0.08505553007125854, + 0.045662086457014084, + 0.3481602370738983, + 0.08200414478778839, + 0.08370397984981537 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.038397565484046936 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018196435645222664 + ], + "opposite_logprob_tokens": [ + -4.0181965827941895 + ], + "logprob_reward": -0.018196435645222664, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018196435645222664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45053455233573914, + 0.03516842797398567, + 0.08065293729305267, + 0.054761093109846115, + 0.04654756188392639, + 0.03823699802160263, + 0.019605152308940887, + 0.08915111422538757, + 0.07711880654096603, + 0.10822334885597229 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.018196435645222664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902997523546219 + ], + "opposite_logprob_tokens": [ + -2.4640300273895264 + ], + "logprob_reward": -0.08902997523546219, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902997523546219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5557774305343628, + 0.07325836271047592, + 0.06358270347118378, + 0.08461146056652069, + 0.05638476833701134, + 0.03381634131073952, + 0.024497520178556442, + 0.029791751876473427, + 0.041143711656332016, + 0.03713599219918251 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.08902997523546219 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864716902375221 + ], + "opposite_logprob_tokens": [ + -3.048647165298462 + ], + "logprob_reward": -0.04864716902375221, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864716902375221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3775385022163391, + 0.06976820528507233, + 0.05684193596243858, + 0.03476062789559364, + 0.0750201866030693, + 0.04209176078438759, + 0.02723778784275055, + 0.1923210471868515, + 0.06383942067623138, + 0.06058056280016899 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.04864716902375221 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a crimson rose bud that is about to bloom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the rose petals covered in countless glistening, plump beads of morning dew?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a completely blurred, hazy emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt slightly upward as the flower is lifted upwards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the dewdrops stretch into tiny streaks and peel off the petal edge one by one in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305095225572586 + ], + "opposite_logprob_tokens": [ + -3.16805100440979 + ], + "logprob_reward": -0.04305095225572586, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305095225572586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3039904832839966, + 0.03989241272211075, + 0.04011952504515648, + 0.0206899531185627, + 0.10388708114624023, + 0.06743025779724121, + 0.02550223097205162, + 0.09658892452716827, + 0.0583953782916069, + 0.24350376427173615 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.04305095225572586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_15/index_tensor([7713, 7713])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_15/index_tensor([7713, 7713])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..81d978316091e172a4b25aa5fe911bb1007e4137 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_15/index_tensor([7713, 7713])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, shot from a slightly upward angle, focuses on a young man with delicate features. He wears a simple, blue-gray cotton and linen robe, the collar neatly folded across his chest. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands falling around his pale cheeks. An unresolved sorrow clenched his brow, his lips pressed tightly together, attempting to suppress the immense grief within, but his trembling jaw betrays the suppressed emotion. A full, crystal-clear tear slowly falls from the corner of his slightly reddened right eye, leaving a wet, shimmering mark on his delicate skin, its surface reflecting faint light like a transparent gem. The background is a hazy, quaint study. A soft, slightly cool ray of natural light slants in through a carved wooden window, illuminating half of his cheek and making the teardrop stand out. It also casts a deep shadow on the other side of his face, intensifying the three-dimensional effect of the image. The main color tone of the entire picture is cold, creating an extremely peaceful yet repressed and sad atmosphere, full of restrained tragic beauty.", + "seed": 25770, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_15/index_7713_seed_25770_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13188156951218843, + "vlm_logprob": -0.13188156951218843, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.13188156951218843, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005898568779230118 + ], + "opposite_logprob_tokens": [ + -5.255898475646973 + ], + "logprob_reward": -0.005898568779230118, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005898568779230118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2942475378513336, + 0.04193868488073349, + 0.07074125856161118, + 0.09552823752164841, + 0.07140973210334778, + 0.03426699340343475, + 0.13705405592918396, + 0.11259975284337997, + 0.06964166462421417, + 0.07257207483053207 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.005898568779230118 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651158772408962 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651158772408962, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651158772408962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2792530953884125, + 0.08797835558652878, + 0.07666947692632675, + 0.0540657564997673, + 0.08455082774162292, + 0.06002655625343323, + 0.1425362378358841, + 0.08135908097028732, + 0.08768526464700699, + 0.045875392854213715 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.008651158772408962 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294214427471161 + ], + "opposite_logprob_tokens": [ + -2.2379422187805176 + ], + "logprob_reward": -0.11294214427471161, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294214427471161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27692684531211853, + 0.04404020309448242, + 0.16168688237667084, + 0.0795011967420578, + 0.05998258665204048, + 0.047146376222372055, + 0.08976106345653534, + 0.16152679920196533, + 0.047853656113147736, + 0.03157438337802887 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.11294214427471161 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645249530673027 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008645249530673027, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645249530673027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06834883987903595, + 0.10446291416883469, + 0.023122699931263924, + 0.03839316591620445, + 0.06856615096330643, + 0.13404428958892822, + 0.03169480711221695, + 0.3665628135204315, + 0.13954024016857147, + 0.025264082476496696 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.008645249530673027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232707262039185 + ], + "opposite_logprob_tokens": [ + -0.8982707262039185 + ], + "logprob_reward": -0.5232707262039185, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232707262039185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1686818152666092, + 0.05785071849822998, + 0.03556846082210541, + 0.03569893538951874, + 0.0983622744679451, + 0.1202925518155098, + 0.06608632951974869, + 0.2956531047821045, + 0.052375663071870804, + 0.0694301426410675 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.5232707262039185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly upward angle, focuses on a young man with delicate features. He wears a simple, blue-gray cotton and linen robe, the collar neatly folded across his chest. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands falling around his pale cheeks. An unresolved sorrow clenched his brow, his lips pressed tightly together, attempting to suppress the immense grief within, but his trembling jaw betrays the suppressed emotion. A full, crystal-clear tear slowly falls from the corner of his slightly reddened right eye, leaving a wet, shimmering mark on his delicate skin, its surface reflecting faint light like a transparent gem. The background is a hazy, quaint study. A soft, slightly cool ray of natural light slants in through a carved wooden window, illuminating half of his cheek and making the teardrop stand out. It also casts a deep shadow on the other side of his face, intensifying the three-dimensional effect of the image. The main color tone of the entire picture is cold, creating an extremely peaceful yet repressed and sad atmosphere, full of restrained tragic beauty.", + "seed": 25771, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_15/index_7713_seed_25771_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09789400659501553, + "vlm_logprob": -0.09789400659501553, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.09789400659501553, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016535382717847824 + ], + "opposite_logprob_tokens": [ + -4.14153528213501 + ], + "logprob_reward": -0.016535382717847824, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016535382717847824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14782950282096863, + 0.2804786264896393, + 0.024835331365466118, + 0.03640403226017952, + 0.14768263697624207, + 0.041160646826028824, + 0.05730787664651871, + 0.16705399751663208, + 0.0137864975258708, + 0.08346086740493774 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.016535382717847824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820884272456169 + ], + "opposite_logprob_tokens": [ + -4.018208980560303 + ], + "logprob_reward": -0.01820884272456169, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820884272456169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05629541724920273, + 0.4633161723613739, + 0.025595106184482574, + 0.030486049130558968, + 0.257082462310791, + 0.027248943224549294, + 0.05606113746762276, + 0.04047764837741852, + 0.014906665310263634, + 0.028530361130833626 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.01820884272456169 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270778775215149 + ], + "opposite_logprob_tokens": [ + -2.12707781791687 + ], + "logprob_reward": -0.1270778775215149, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270778775215149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03565594181418419, + 0.49712491035461426, + 0.030635064467787743, + 0.010323957540094852, + 0.26965418457984924, + 0.015618237666785717, + 0.013965534046292305, + 0.09071489423513412, + 0.019756997004151344, + 0.016550268977880478 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.1270778775215149 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214104041457176 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014214104041457176, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214104041457176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05303696170449257, + 0.3030092120170593, + 0.020472455769777298, + 0.05701431632041931, + 0.1421942412853241, + 0.013410694897174835, + 0.04582536593079567, + 0.2612631618976593, + 0.0350211076438427, + 0.06875245273113251 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.014214104041457176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343382596969604 + ], + "opposite_logprob_tokens": [ + -1.3134338855743408 + ], + "logprob_reward": -0.31343382596969604, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343382596969604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07581649720668793, + 0.31572285294532776, + 0.011530352756381035, + 0.018904907628893852, + 0.34713298082351685, + 0.01335070189088583, + 0.009204428642988205, + 0.05858488008379936, + 0.03351158648729324, + 0.11624079942703247 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.31343382596969604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly upward angle, focuses on a young man with delicate features. He wears a simple, blue-gray cotton and linen robe, the collar neatly folded across his chest. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands falling around his pale cheeks. An unresolved sorrow clenched his brow, his lips pressed tightly together, attempting to suppress the immense grief within, but his trembling jaw betrays the suppressed emotion. A full, crystal-clear tear slowly falls from the corner of his slightly reddened right eye, leaving a wet, shimmering mark on his delicate skin, its surface reflecting faint light like a transparent gem. The background is a hazy, quaint study. A soft, slightly cool ray of natural light slants in through a carved wooden window, illuminating half of his cheek and making the teardrop stand out. It also casts a deep shadow on the other side of his face, intensifying the three-dimensional effect of the image. The main color tone of the entire picture is cold, creating an extremely peaceful yet repressed and sad atmosphere, full of restrained tragic beauty.", + "seed": 25772, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_15/index_7713_seed_25772_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1504325951449573, + "vlm_logprob": -0.1504325951449573, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.1504325951449573, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018637068569660187 + ], + "opposite_logprob_tokens": [ + -4.018637180328369 + ], + "logprob_reward": -0.018637068569660187, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018637068569660187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2727470397949219, + 0.035793837159872055, + 0.06116776913404465, + 0.07574619352817535, + 0.12225121259689331, + 0.030520839616656303, + 0.19696199893951416, + 0.039297424256801605, + 0.07444173097610474, + 0.0910719484090805 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.018637068569660187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005963864270597696 + ], + "opposite_logprob_tokens": [ + -5.1309638023376465 + ], + "logprob_reward": -0.005963864270597696, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005963864270597696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13642796874046326, + 0.047025710344314575, + 0.02401147224009037, + 0.061785440891981125, + 0.02297586388885975, + 0.08038188517093658, + 0.42037197947502136, + 0.03178844228386879, + 0.13964387774467468, + 0.03558731451630592 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.005963864270597696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281801879405975 + ], + "opposite_logprob_tokens": [ + -2.017817974090576 + ], + "logprob_reward": -0.14281801879405975, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281801879405975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12068998068571091, + 0.06898383051156998, + 0.07124974578619003, + 0.11982975900173187, + 0.16034170985221863, + 0.1448041945695877, + 0.13859133422374725, + 0.09546025842428207, + 0.04352933168411255, + 0.03651981055736542 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.14281801879405975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0261269211769104, + 0.017063090577721596, + 0.027710899710655212, + 0.02397475205361843, + 0.045918796211481094, + 0.08460508286952972, + 0.6697179079055786, + 0.02268899790942669, + 0.05991605669260025, + 0.02227749116718769 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.008648204617202282 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5760958194732666 + ], + "opposite_logprob_tokens": [ + -0.8260958194732666 + ], + "logprob_reward": -0.5760958194732666, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5760958194732666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17919369041919708, + 0.07547987997531891, + 0.06913304328918457, + 0.1451055258512497, + 0.14500580728054047, + 0.1132936179637909, + 0.09602204710245132, + 0.03868405520915985, + 0.06723139435052872, + 0.07085093855857849 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.5760958194732666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly upward angle, focuses on a young man with delicate features. He wears a simple, blue-gray cotton and linen robe, the collar neatly folded across his chest. His long, jet-black hair is tied back with a simple wooden hairpin, a few strands falling around his pale cheeks. An unresolved sorrow clenched his brow, his lips pressed tightly together, attempting to suppress the immense grief within, but his trembling jaw betrays the suppressed emotion. A full, crystal-clear tear slowly falls from the corner of his slightly reddened right eye, leaving a wet, shimmering mark on his delicate skin, its surface reflecting faint light like a transparent gem. The background is a hazy, quaint study. A soft, slightly cool ray of natural light slants in through a carved wooden window, illuminating half of his cheek and making the teardrop stand out. It also casts a deep shadow on the other side of his face, intensifying the three-dimensional effect of the image. The main color tone of the entire picture is cold, creating an extremely peaceful yet repressed and sad atmosphere, full of restrained tragic beauty.", + "seed": 25773, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_15/index_7713_seed_25773_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1304924489930272, + "vlm_logprob": -0.1304924489930272, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1304924489930272, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016896110028028488 + ], + "opposite_logprob_tokens": [ + -4.1418962478637695 + ], + "logprob_reward": -0.016896110028028488, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016896110028028488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2965112030506134, + 0.0497056283056736, + 0.032582685351371765, + 0.1343827098608017, + 0.06153574213385582, + 0.06498512625694275, + 0.11002371460199356, + 0.1680944263935089, + 0.023726297542452812, + 0.05845240131020546 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.016896110028028488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012559250928461552 + ], + "opposite_logprob_tokens": [ + -4.387559413909912 + ], + "logprob_reward": -0.012559250928461552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012559250928461552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22810357809066772, + 0.043719787150621414, + 0.030061151832342148, + 0.0761672854423523, + 0.0669567808508873, + 0.03270430862903595, + 0.06817596405744553, + 0.3320205807685852, + 0.022684995085000992, + 0.09940563887357712 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.012559250928461552 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991384863853455 + ], + "opposite_logprob_tokens": [ + -1.804913878440857 + ], + "logprob_reward": -0.17991384863853455, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991384863853455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2713836133480072, + 0.07776739448308945, + 0.0536818653345108, + 0.17096516489982605, + 0.07280951738357544, + 0.09871288388967514, + 0.1197119951248169, + 0.03992592170834541, + 0.04085394740104675, + 0.05418766662478447 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.17991384863853455 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421845331788063 + ], + "opposite_logprob_tokens": [ + -4.264218330383301 + ], + "logprob_reward": -0.01421845331788063, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421845331788063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3288504183292389, + 0.04022553935647011, + 0.07073386013507843, + 0.0821557566523552, + 0.06641457229852676, + 0.03479131683707237, + 0.21244555711746216, + 0.13806483149528503, + 0.008864738047122955, + 0.017453469336032867 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.01421845331788063 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a young man with long, jet-black hair tied back by a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a blue-gray cotton and linen robe with a neatly folded collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a full, crystal-clear tear visible falling from the corner of his slightly reddened right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a hazy, quaint study with a soft ray of natural light slanting through a carved wooden window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42887458205223083 + ], + "opposite_logprob_tokens": [ + -1.0538746118545532 + ], + "logprob_reward": -0.42887458205223083, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42887458205223083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28291836380958557, + 0.04499577358365059, + 0.041206877678632736, + 0.10473568737506866, + 0.0415591262280941, + 0.0679447278380394, + 0.13636372983455658, + 0.2179998755455017, + 0.030842645093798637, + 0.031433213502168655 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.42887458205223083 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_2/index_tensor([442, 442])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_2/index_tensor([442, 442])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..163bd5b77d5ab8f76dc2321ccf00e1fa79114232 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_2/index_tensor([442, 442])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic overhead shot zooms in, focusing on a warrior clad in black armor. He stands alone in the center of a dilapidated ancient battlefield. Broken weapons and shattered stone statues litter the ground. In the distance, steep mountains rise and fall, shrouded in inky mist. The warrior, a massive figure, clad in a thick, battle-scarred suit of black iron armor, engraved with intricate ancient cloud-thunder patterns. The armor reflects a cool metallic luster in the dim light of eternal twilight. In his right hand, he clutches a spear, also crafted from black iron and emblazoned with intricate dragon motifs. Steadily and deliberately, he executes a motion reminiscent of drawing a sword from its sheath, his body lowering slightly, his arm muscles tensing. At that moment, the dragon motif on the spear suddenly ignites, a fiery crimson glow emanating from the cracks in the carving. This immense energy rapidly condenses, stretches, and takes shape, instantly transforming into the soul of a vast, scaly, and formidable Eastern dragon. The crimson dragon spirit spirals upward from the spear's tip, opening its fanged maw and unleashing a silent yet earth-shattering roar. The entire scene is presented in an epic, dark mythology art style, dominated by dark grey, black, and ochre. The only strong light source is the destructive crimson dragon spirit, which sharply outlines the warrior's silhouette and casts a massive, distorted shadow behind him, creating an atmosphere of power, mystery, and impending devastating battle.", + "seed": 18004, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_2/index_442_seed_18004_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21183916432783007, + "vlm_logprob": -0.21183916432783007, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.21183916432783007, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9771413803100586 + ], + "opposite_logprob_tokens": [ + -0.4771413803100586 + ], + "logprob_reward": -0.9771413803100586, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9771413803100586, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18513426184654236, + 0.09379304945468903, + 0.12991955876350403, + 0.06904520094394684, + 0.10798244178295135, + 0.06844437122344971, + 0.07047809660434723, + 0.11189348250627518, + 0.07402857393026352, + 0.08928090333938599 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.9771413803100586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609569974243641 + ], + "opposite_logprob_tokens": [ + -4.1410956382751465 + ], + "logprob_reward": -0.01609569974243641, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609569974243641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13902387022972107, + 0.07473058998584747, + 0.08209284394979477, + 0.34439823031425476, + 0.106770820915699, + 0.04491772502660751, + 0.06738944351673126, + 0.032723769545555115, + 0.08362042158842087, + 0.02433224394917488 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.01609569974243641 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380968414247036 + ], + "opposite_logprob_tokens": [ + -3.2880969047546387 + ], + "logprob_reward": -0.0380968414247036, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380968414247036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09412068128585815, + 0.10406039655208588, + 0.14744190871715546, + 0.14117540419101715, + 0.07830359041690826, + 0.04292497783899307, + 0.16999877989292145, + 0.05390075221657753, + 0.1398802399635315, + 0.028193315491080284 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.0380968414247036 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015123370103538036 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015123370103538036, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015123370103538036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08413290232419968, + 0.07383313030004501, + 0.07183538377285004, + 0.07950557768344879, + 0.08971882611513138, + 0.08953937888145447, + 0.0877692699432373, + 0.12720412015914917, + 0.21895146369934082, + 0.07750992476940155 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.0015123370103538036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349563151597977 + ], + "opposite_logprob_tokens": [ + -3.6513495445251465 + ], + "logprob_reward": -0.026349563151597977, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349563151597977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1334117203950882, + 0.08325907588005066, + 0.08773983269929886, + 0.046617284417152405, + 0.1172826886177063, + 0.08254625648260117, + 0.0489836148917675, + 0.13406367599964142, + 0.18649868667125702, + 0.07959713041782379 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.026349563151597977 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead shot zooms in, focusing on a warrior clad in black armor. He stands alone in the center of a dilapidated ancient battlefield. Broken weapons and shattered stone statues litter the ground. In the distance, steep mountains rise and fall, shrouded in inky mist. The warrior, a massive figure, clad in a thick, battle-scarred suit of black iron armor, engraved with intricate ancient cloud-thunder patterns. The armor reflects a cool metallic luster in the dim light of eternal twilight. In his right hand, he clutches a spear, also crafted from black iron and emblazoned with intricate dragon motifs. Steadily and deliberately, he executes a motion reminiscent of drawing a sword from its sheath, his body lowering slightly, his arm muscles tensing. At that moment, the dragon motif on the spear suddenly ignites, a fiery crimson glow emanating from the cracks in the carving. This immense energy rapidly condenses, stretches, and takes shape, instantly transforming into the soul of a vast, scaly, and formidable Eastern dragon. The crimson dragon spirit spirals upward from the spear's tip, opening its fanged maw and unleashing a silent yet earth-shattering roar. The entire scene is presented in an epic, dark mythology art style, dominated by dark grey, black, and ochre. The only strong light source is the destructive crimson dragon spirit, which sharply outlines the warrior's silhouette and casts a massive, distorted shadow behind him, creating an atmosphere of power, mystery, and impending devastating battle.", + "seed": 18005, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_2/index_442_seed_18005_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13987119658850133, + "vlm_logprob": -0.13987119658850133, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.13987119658850133, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6349092125892639 + ], + "opposite_logprob_tokens": [ + -0.7599092125892639 + ], + "logprob_reward": -0.6349092125892639, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6349092125892639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06510746479034424, + 0.4695191979408264, + 0.04933841526508331, + 0.08216265588998795, + 0.06450852751731873, + 0.1468871831893921, + 0.04022497683763504, + 0.0261278934776783, + 0.03188014030456543, + 0.024243587628006935 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.6349092125892639 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008659903891384602 + ], + "opposite_logprob_tokens": [ + -4.758659839630127 + ], + "logprob_reward": -0.008659903891384602, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008659903891384602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20343047380447388, + 0.26721426844596863, + 0.1013718917965889, + 0.15559345483779907, + 0.059749916195869446, + 0.0478370301425457, + 0.04103370010852814, + 0.03685307875275612, + 0.046117041260004044, + 0.040799226611852646 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.008659903891384602 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033698905259370804 + ], + "opposite_logprob_tokens": [ + -3.408698797225952 + ], + "logprob_reward": -0.033698905259370804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033698905259370804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028529847040772438, + 0.6478710770606995, + 0.019475657492876053, + 0.07055202126502991, + 0.07077250629663467, + 0.05157414451241493, + 0.031361717730760574, + 0.036561764776706696, + 0.015254022553563118, + 0.028047332540154457 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.033698905259370804 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015109085943549871 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.0015109085943549871, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015109085943549871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04327832907438278, + 0.37306737899780273, + 0.026482563465833664, + 0.04839073866605759, + 0.023800933733582497, + 0.031415361911058426, + 0.024446625262498856, + 0.0736457034945488, + 0.02253301814198494, + 0.3329393267631531 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.0015109085943549871 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577052608132362 + ], + "opposite_logprob_tokens": [ + -3.8955769538879395 + ], + "logprob_reward": -0.020577052608132362, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577052608132362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06963899731636047, + 0.20386072993278503, + 0.04434526339173317, + 0.08257852494716644, + 0.0532710961997509, + 0.038124360144138336, + 0.032066505402326584, + 0.08421938121318817, + 0.023253899067640305, + 0.36864128708839417 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.020577052608132362 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead shot zooms in, focusing on a warrior clad in black armor. He stands alone in the center of a dilapidated ancient battlefield. Broken weapons and shattered stone statues litter the ground. In the distance, steep mountains rise and fall, shrouded in inky mist. The warrior, a massive figure, clad in a thick, battle-scarred suit of black iron armor, engraved with intricate ancient cloud-thunder patterns. The armor reflects a cool metallic luster in the dim light of eternal twilight. In his right hand, he clutches a spear, also crafted from black iron and emblazoned with intricate dragon motifs. Steadily and deliberately, he executes a motion reminiscent of drawing a sword from its sheath, his body lowering slightly, his arm muscles tensing. At that moment, the dragon motif on the spear suddenly ignites, a fiery crimson glow emanating from the cracks in the carving. This immense energy rapidly condenses, stretches, and takes shape, instantly transforming into the soul of a vast, scaly, and formidable Eastern dragon. The crimson dragon spirit spirals upward from the spear's tip, opening its fanged maw and unleashing a silent yet earth-shattering roar. The entire scene is presented in an epic, dark mythology art style, dominated by dark grey, black, and ochre. The only strong light source is the destructive crimson dragon spirit, which sharply outlines the warrior's silhouette and casts a massive, distorted shadow behind him, creating an atmosphere of power, mystery, and impending devastating battle.", + "seed": 18006, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_2/index_442_seed_18006_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13115951232612133, + "vlm_logprob": -0.13115951232612133, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.13115951232612133, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5278000235557556 + ], + "opposite_logprob_tokens": [ + -0.9028000235557556 + ], + "logprob_reward": -0.5278000235557556, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5278000235557556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14543069899082184, + 0.05630778521299362, + 0.02409330941736698, + 0.07886173576116562, + 0.0353519544005394, + 0.06614788621664047, + 0.22600464522838593, + 0.09487291425466537, + 0.19657661020755768, + 0.07635249942541122 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.5278000235557556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373015716671944 + ], + "opposite_logprob_tokens": [ + -3.6513729095458984 + ], + "logprob_reward": -0.026373015716671944, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373015716671944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21468505263328552, + 0.13577480614185333, + 0.10900986939668655, + 0.08844523876905441, + 0.06139096990227699, + 0.1170431450009346, + 0.06449432671070099, + 0.07369143515825272, + 0.07547224313020706, + 0.0599929578602314 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.026373015716671944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495316907763481 + ], + "opposite_logprob_tokens": [ + -2.929953098297119 + ], + "logprob_reward": -0.05495316907763481, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495316907763481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07436089217662811, + 0.0313074104487896, + 0.04201749712228775, + 0.028772030025720596, + 0.05117412656545639, + 0.46951091289520264, + 0.12327314168214798, + 0.05555045232176781, + 0.07526878267526627, + 0.04876478388905525 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.05495316907763481 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036149173974990845 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036149173974990845, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036149173974990845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1254977136850357, + 0.06906556338071823, + 0.04211525619029999, + 0.030017683282494545, + 0.04262639582157135, + 0.32541340589523315, + 0.08190896362066269, + 0.048593297600746155, + 0.08244096487760544, + 0.1523207724094391 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0036149173974990845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430564358830452 + ], + "opposite_logprob_tokens": [ + -3.1680564880371094 + ], + "logprob_reward": -0.0430564358830452, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430564358830452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1964396983385086, + 0.1069558635354042, + 0.07325717806816101, + 0.03976244479417801, + 0.04725198447704315, + 0.07237735390663147, + 0.0674828514456749, + 0.18832927942276, + 0.06583152711391449, + 0.14231182634830475 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0430564358830452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead shot zooms in, focusing on a warrior clad in black armor. He stands alone in the center of a dilapidated ancient battlefield. Broken weapons and shattered stone statues litter the ground. In the distance, steep mountains rise and fall, shrouded in inky mist. The warrior, a massive figure, clad in a thick, battle-scarred suit of black iron armor, engraved with intricate ancient cloud-thunder patterns. The armor reflects a cool metallic luster in the dim light of eternal twilight. In his right hand, he clutches a spear, also crafted from black iron and emblazoned with intricate dragon motifs. Steadily and deliberately, he executes a motion reminiscent of drawing a sword from its sheath, his body lowering slightly, his arm muscles tensing. At that moment, the dragon motif on the spear suddenly ignites, a fiery crimson glow emanating from the cracks in the carving. This immense energy rapidly condenses, stretches, and takes shape, instantly transforming into the soul of a vast, scaly, and formidable Eastern dragon. The crimson dragon spirit spirals upward from the spear's tip, opening its fanged maw and unleashing a silent yet earth-shattering roar. The entire scene is presented in an epic, dark mythology art style, dominated by dark grey, black, and ochre. The only strong light source is the destructive crimson dragon spirit, which sharply outlines the warrior's silhouette and casts a massive, distorted shadow behind him, creating an atmosphere of power, mystery, and impending devastating battle.", + "seed": 18007, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_2/index_442_seed_18007_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10089610749855638, + "vlm_logprob": -0.10089610749855638, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.10089610749855638, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43301382660865784 + ], + "opposite_logprob_tokens": [ + -1.0580137968063354 + ], + "logprob_reward": -0.43301382660865784, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43301382660865784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1677088886499405, + 0.039511967450380325, + 0.036596763879060745, + 0.2835952937602997, + 0.11984854936599731, + 0.18788541853427887, + 0.02162466011941433, + 0.06573452055454254, + 0.023406384512782097, + 0.054087474942207336 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.43301382660865784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007651426829397678 + ], + "opposite_logprob_tokens": [ + -4.882651329040527 + ], + "logprob_reward": -0.007651426829397678, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007651426829397678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18778696656227112, + 0.10105901956558228, + 0.03196387737989426, + 0.3087543547153473, + 0.1241011768579483, + 0.034422438591718674, + 0.042415790259838104, + 0.05117639899253845, + 0.0900983139872551, + 0.02822153829038143 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.007651426829397678 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864978417754173 + ], + "opposite_logprob_tokens": [ + -3.048649787902832 + ], + "logprob_reward": -0.04864978417754173, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864978417754173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07901756465435028, + 0.030240867286920547, + 0.02462649904191494, + 0.13771489262580872, + 0.12409724295139313, + 0.030939241871237755, + 0.040582045912742615, + 0.4707781672477722, + 0.044167328625917435, + 0.017836159095168114 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.04864978417754173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091701935976744 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.004091701935976744, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091701935976744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08626414090394974, + 0.028326569125056267, + 0.04894988611340523, + 0.05827074125409126, + 0.0833139419555664, + 0.07304459810256958, + 0.04489391669631004, + 0.4160052239894867, + 0.12256006896495819, + 0.03837084025144577 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.004091701935976744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that zooms in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a warrior wearing black iron armor with cloud-thunder patterns standing in the center of a dilapidated battlefield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the warrior execute a deliberate motion of drawing a spear from its sheath while lowering his body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crimson dragon spirit ignite from the spear, spiral upward, and unleash a roar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by dark grey, black, and ochre colors with the crimson dragon spirit as the only strong light source?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073797941207886 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073797941207886, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073797941207886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3905174434185028, + 0.038770709186792374, + 0.02291831001639366, + 0.1817140430212021, + 0.076546311378479, + 0.0488726831972599, + 0.019353728741407394, + 0.1448054164648056, + 0.05000775679945946, + 0.026493601500988007 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.011073797941207886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_3/index_tensor([5685, 5685])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_3/index_tensor([5685, 5685])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..15e2221cc12d5e837e9d49748ba281a410147953 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_3/index_tensor([5685, 5685])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion camera, filmed from a slightly upward angle, slowly approaches a massive white tiger, crouching in a languid yet powerful pose deep within an ancient, damp forest. Beneath it rests a massive, weathered rock, coated in a thick, moist, emerald green moss. In the background, layers of ferns and tangled vines loom in the light mist. The tiger's thick, snow-white fur gleams with a healthy sheen in the soft, diffused forest light, its inky black stripes flowing from head to tail outlining its muscular build. Its massive claws rest on one another, their sharp nails retracted. Its chest rises and falls gently with each deep, steady breath, its ears occasionally shifting alertly, picking up the subtlest sounds of the forest. The mottled sunlight penetrates the dense treetops, casting dynamic spots of light on it, and its sharp amber eyes are gazing majestically and quietly into the distance, as if in deep thought. The whole picture is filled with a tranquil and solemn atmosphere, showing a primitive and inviolable kingly demeanor.", + "seed": 10520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_3/index_5685_seed_10520_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07098595900461077, + "vlm_logprob": -0.07098595900461077, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.07098595900461077, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022508850321173668 + ], + "opposite_logprob_tokens": [ + -3.8975088596343994 + ], + "logprob_reward": -0.022508850321173668, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022508850321173668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16182543337345123, + 0.09203589707612991, + 0.0854920893907547, + 0.1602543592453003, + 0.07034126669168472, + 0.3237878084182739, + 0.026075022295117378, + 0.03275476396083832, + 0.026916520670056343, + 0.020516911521553993 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.022508850321173668 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037948429584503 + ], + "opposite_logprob_tokens": [ + -1.9103795289993286 + ], + "logprob_reward": -0.16037948429584503, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037948429584503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10696732252836227, + 0.10331564396619797, + 0.07859136164188385, + 0.16292497515678406, + 0.0477389432489872, + 0.2866292893886566, + 0.07133424282073975, + 0.06710274517536163, + 0.021460138261318207, + 0.053935304284095764 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.16037948429584503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019393223337829113 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019393223337829113, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019393223337829113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10349833965301514, + 0.09295357018709183, + 0.014523244462907314, + 0.036446478217840195, + 0.016451900824904442, + 0.6742540001869202, + 0.015107527375221252, + 0.02991655096411705, + 0.005380281712859869, + 0.011468117125332355 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0019393223337829113 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776685386896133 + ], + "opposite_logprob_tokens": [ + -4.634776592254639 + ], + "logprob_reward": -0.009776685386896133, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776685386896133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06586263328790665, + 0.3805232346057892, + 0.09058331698179245, + 0.07702711224555969, + 0.13636714220046997, + 0.08875314891338348, + 0.027196526527404785, + 0.04591543227434158, + 0.03171394392848015, + 0.05605747550725937 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.009776685386896133 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032545268535614 + ], + "opposite_logprob_tokens": [ + -1.9103254079818726 + ], + "logprob_reward": -0.16032545268535614, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032545268535614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13753727078437805, + 0.0665343627333641, + 0.08836103975772858, + 0.10206484794616699, + 0.08502551913261414, + 0.08952219039201736, + 0.10833379626274109, + 0.26041170954704285, + 0.024052327498793602, + 0.0381569005548954 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.16032545268535614 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion camera, filmed from a slightly upward angle, slowly approaches a massive white tiger, crouching in a languid yet powerful pose deep within an ancient, damp forest. Beneath it rests a massive, weathered rock, coated in a thick, moist, emerald green moss. In the background, layers of ferns and tangled vines loom in the light mist. The tiger's thick, snow-white fur gleams with a healthy sheen in the soft, diffused forest light, its inky black stripes flowing from head to tail outlining its muscular build. Its massive claws rest on one another, their sharp nails retracted. Its chest rises and falls gently with each deep, steady breath, its ears occasionally shifting alertly, picking up the subtlest sounds of the forest. The mottled sunlight penetrates the dense treetops, casting dynamic spots of light on it, and its sharp amber eyes are gazing majestically and quietly into the distance, as if in deep thought. The whole picture is filled with a tranquil and solemn atmosphere, showing a primitive and inviolable kingly demeanor.", + "seed": 10521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_3/index_5685_seed_10521_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06926560401916504, + "vlm_logprob": -0.06926560401916504, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.06926560401916504, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03911773860454559 + ], + "opposite_logprob_tokens": [ + -3.2891178131103516 + ], + "logprob_reward": -0.03911773860454559, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03911773860454559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1076551228761673, + 0.04502836987376213, + 0.12551841139793396, + 0.10071983188390732, + 0.26532143354415894, + 0.23277294635772705, + 0.028462326154112816, + 0.03486184775829315, + 0.03208494558930397, + 0.02757478877902031 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.03911773860454559 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295651644468307 + ], + "opposite_logprob_tokens": [ + -2.2379565238952637 + ], + "logprob_reward": -0.11295651644468307, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295651644468307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044193632900714874, + 0.10338211059570312, + 0.10821428149938583, + 0.12567703425884247, + 0.3673720061779022, + 0.031849175691604614, + 0.06857821345329285, + 0.10036607831716537, + 0.027425603941082954, + 0.022941863164305687 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.11295651644468307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977727584540844 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.00977727584540844, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977727584540844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07279330492019653, + 0.1850220113992691, + 0.09051661193370819, + 0.25736817717552185, + 0.255826860666275, + 0.041325002908706665, + 0.03700501471757889, + 0.021981479600071907, + 0.016575057059526443, + 0.021586451679468155 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.00977727584540844 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633048549294472 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004633048549294472, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633048549294472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20829328894615173, + 0.2702231705188751, + 0.10146603733301163, + 0.06586722284555435, + 0.1907239556312561, + 0.04018339887261391, + 0.028430504724383354, + 0.030193086713552475, + 0.027956698089838028, + 0.036662667989730835 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.004633048549294472 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984344065189362 + ], + "opposite_logprob_tokens": [ + -1.8048434257507324 + ], + "logprob_reward": -0.17984344065189362, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984344065189362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08349187672138214, + 0.06823655217885971, + 0.07870417833328247, + 0.06034949794411659, + 0.4420769214630127, + 0.03955552726984024, + 0.08731706440448761, + 0.05353690683841705, + 0.06106453016400337, + 0.0256669782102108 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.17984344065189362 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion camera, filmed from a slightly upward angle, slowly approaches a massive white tiger, crouching in a languid yet powerful pose deep within an ancient, damp forest. Beneath it rests a massive, weathered rock, coated in a thick, moist, emerald green moss. In the background, layers of ferns and tangled vines loom in the light mist. The tiger's thick, snow-white fur gleams with a healthy sheen in the soft, diffused forest light, its inky black stripes flowing from head to tail outlining its muscular build. Its massive claws rest on one another, their sharp nails retracted. Its chest rises and falls gently with each deep, steady breath, its ears occasionally shifting alertly, picking up the subtlest sounds of the forest. The mottled sunlight penetrates the dense treetops, casting dynamic spots of light on it, and its sharp amber eyes are gazing majestically and quietly into the distance, as if in deep thought. The whole picture is filled with a tranquil and solemn atmosphere, showing a primitive and inviolable kingly demeanor.", + "seed": 10522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_3/index_5685_seed_10522_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05600506076589227, + "vlm_logprob": -0.05600506076589227, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.05600506076589227, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01309756375849247 + ], + "opposite_logprob_tokens": [ + -4.388097763061523 + ], + "logprob_reward": -0.01309756375849247, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01309756375849247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33811521530151367, + 0.08769582957029343, + 0.08654598891735077, + 0.16573795676231384, + 0.03833150863647461, + 0.06015254929661751, + 0.06936728209257126, + 0.05513795465230942, + 0.04156605154275894, + 0.057349663227796555 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.01309756375849247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296641826629639 + ], + "opposite_logprob_tokens": [ + -2.237966537475586 + ], + "logprob_reward": -0.11296641826629639, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296641826629639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5201809406280518, + 0.1211007833480835, + 0.065858855843544, + 0.07700823992490768, + 0.03024771623313427, + 0.0638938844203949, + 0.02222737856209278, + 0.04673624411225319, + 0.032493721693754196, + 0.020252201706171036 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.11296641826629639 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249999929219484 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249999929219484, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249999929219484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42095765471458435, + 0.20379739999771118, + 0.051362693309783936, + 0.10052590072154999, + 0.03769828379154205, + 0.07940714806318283, + 0.01618582010269165, + 0.025132790207862854, + 0.02104213833808899, + 0.04389017075300217 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005249999929219484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944667384028435 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944667384028435, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944667384028435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4129810929298401, + 0.130232572555542, + 0.14522743225097656, + 0.08135499805212021, + 0.04576651751995087, + 0.0248725488781929, + 0.045576147735118866, + 0.03704375773668289, + 0.02874104119837284, + 0.048203907907009125 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.005944667384028435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276665449142456 + ], + "opposite_logprob_tokens": [ + -2.0177667140960693 + ], + "logprob_reward": -0.14276665449142456, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276665449142456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1944245994091034, + 0.27489742636680603, + 0.07868561893701553, + 0.05904313176870346, + 0.1066967323422432, + 0.0793524757027626, + 0.03069387562572956, + 0.04146317392587662, + 0.07682052254676819, + 0.057922519743442535 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.14276665449142456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion camera, filmed from a slightly upward angle, slowly approaches a massive white tiger, crouching in a languid yet powerful pose deep within an ancient, damp forest. Beneath it rests a massive, weathered rock, coated in a thick, moist, emerald green moss. In the background, layers of ferns and tangled vines loom in the light mist. The tiger's thick, snow-white fur gleams with a healthy sheen in the soft, diffused forest light, its inky black stripes flowing from head to tail outlining its muscular build. Its massive claws rest on one another, their sharp nails retracted. Its chest rises and falls gently with each deep, steady breath, its ears occasionally shifting alertly, picking up the subtlest sounds of the forest. The mottled sunlight penetrates the dense treetops, casting dynamic spots of light on it, and its sharp amber eyes are gazing majestically and quietly into the distance, as if in deep thought. The whole picture is filled with a tranquil and solemn atmosphere, showing a primitive and inviolable kingly demeanor.", + "seed": 10523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_3/index_5685_seed_10523_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05600121207535267, + "vlm_logprob": -0.05600121207535267, + "vlm_yes_no_margin": 3.599999952316284, + "vlm_token_credit": -0.05600121207535267, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015111958608031273 + ], + "opposite_logprob_tokens": [ + -4.265111923217773 + ], + "logprob_reward": -0.015111958608031273, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015111958608031273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0597638338804245, + 0.01341557502746582, + 0.09391044825315475, + 0.024577157571911812, + 0.1356395035982132, + 0.053379710763692856, + 0.05992705374956131, + 0.48371025919914246, + 0.03981646150350571, + 0.03586005046963692 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.015111958608031273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428235024213791 + ], + "opposite_logprob_tokens": [ + -2.0178234577178955 + ], + "logprob_reward": -0.1428235024213791, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428235024213791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06528688222169876, + 0.03844350576400757, + 0.07723873108625412, + 0.07129994034767151, + 0.15478257834911346, + 0.030721908435225487, + 0.04826552793383598, + 0.34270748496055603, + 0.146259143948555, + 0.024994274601340294 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.1428235024213791 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817864179611206 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.01817864179611206, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817864179611206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23097585141658783, + 0.06960861384868622, + 0.09392567723989487, + 0.10026558488607407, + 0.08115176111459732, + 0.08644216507673264, + 0.05537400767207146, + 0.11877559870481491, + 0.1285257488489151, + 0.03495503216981888 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.01817864179611206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036118291318416595 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.0036118291318416595, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036118291318416595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0877770259976387, + 0.03480178117752075, + 0.04461027309298515, + 0.039289869368076324, + 0.03736661747097969, + 0.0870140865445137, + 0.05910395458340645, + 0.512143075466156, + 0.0711342990398407, + 0.026759035885334015 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0036118291318416595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive white tiger with inky black stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tiger crouching in a pose with its massive claws resting on one another and sharp nails retracted?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, weathered rock coated in thick emerald green moss visible beneath the tiger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature layers of ferns and tangled vines in a damp, misty forest environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera filmed from a slightly upward angle and slowly approaching the tiger?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028012841939926 + ], + "opposite_logprob_tokens": [ + -2.3502800464630127 + ], + "logprob_reward": -0.10028012841939926, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028012841939926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02651503123342991, + 0.016075411811470985, + 0.02603272534906864, + 0.016785716637969017, + 0.3757040798664093, + 0.035167939960956573, + 0.09785027801990509, + 0.2581631541252136, + 0.13797152042388916, + 0.009734183549880981 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.10028012841939926 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_4/index_tensor([7169, 7169])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_4/index_tensor([7169, 7169])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..006395d7f06add2c3621c56f8cb674f477084a6e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_4/index_tensor([7169, 7169])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping long shot, the camera moving in smooth tracking motion, follows a hoverboard through the digital canyons of a futuristic city. Flanked by towering skyscrapers, their surfaces covered in massive holographic billboards and dynamic data waterfalls, countless aircraft of varying shapes weave through multi-tiered air traffic arteries. The sleek, dark carbon fiber composite hoverboard itself is a flowing light source, its surface and edges shimmering with neon blue and purple streams of binary code and complex geometric patterns. It silently accelerates, emitting a pale blue energy trail from its tail. Then, deftly, it tilts to the left, tracing a precise, smooth arc, effortlessly passing a bulkier, industrial-style hover truck next to it. The entire scene is meticulously rendered with the textures of high-fidelity CG, with physically accurate light and shadow reflecting off the cold metal and glass surfaces. The predominant color palette is a deep midnight blue, illuminated by the vibrant colors of the holographic advertisements, creating a dynamic atmosphere of high speed, awe, and a futuristic technological aesthetic.", + "seed": 30496, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_4/index_7169_seed_30496_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017590450309216975, + "vlm_logprob": -0.017590450309216975, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.017590450309216975, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023547058925032616 + ], + "opposite_logprob_tokens": [ + -3.7735471725463867 + ], + "logprob_reward": -0.023547058925032616, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023547058925032616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09401698410511017, + 0.12382541596889496, + 0.04338305816054344, + 0.17639057338237762, + 0.21821707487106323, + 0.025569099932909012, + 0.02300078608095646, + 0.13584882020950317, + 0.08706536144018173, + 0.07268287241458893 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.023547058925032616 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283647373318672 + ], + "opposite_logprob_tokens": [ + -3.7732837200164795 + ], + "logprob_reward": -0.023283647373318672, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283647373318672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23488807678222656, + 0.16419538855552673, + 0.16491980850696564, + 0.06819090992212296, + 0.04601116105914116, + 0.03588971123099327, + 0.01762177050113678, + 0.200313001871109, + 0.03292936831712723, + 0.03504078462719917 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.023283647373318672 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532057240605354 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532057240605354, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532057240605354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04291316494345665, + 0.03774996101856232, + 0.03284386917948723, + 0.0236606914550066, + 0.05017896741628647, + 0.01090239267796278, + 0.019213195890188217, + 0.731008768081665, + 0.017633527517318726, + 0.033895477652549744 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.012532057240605354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016065318137407303 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.016065318137407303, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016065318137407303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0678764209151268, + 0.30924496054649353, + 0.05154481902718544, + 0.029011918231844902, + 0.04356920346617699, + 0.02581346035003662, + 0.020669011399149895, + 0.3934210240840912, + 0.0327746607363224, + 0.026074431836605072 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.016065318137407303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012524169869720936 + ], + "opposite_logprob_tokens": [ + -4.387524127960205 + ], + "logprob_reward": -0.012524169869720936, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012524169869720936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0648631826043129, + 0.04552562162280083, + 0.034490879625082016, + 0.017185965552926064, + 0.044223129749298096, + 0.021443447098135948, + 0.038439203053712845, + 0.5970171689987183, + 0.10471281409263611, + 0.03209862485527992 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.012524169869720936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping long shot, the camera moving in smooth tracking motion, follows a hoverboard through the digital canyons of a futuristic city. Flanked by towering skyscrapers, their surfaces covered in massive holographic billboards and dynamic data waterfalls, countless aircraft of varying shapes weave through multi-tiered air traffic arteries. The sleek, dark carbon fiber composite hoverboard itself is a flowing light source, its surface and edges shimmering with neon blue and purple streams of binary code and complex geometric patterns. It silently accelerates, emitting a pale blue energy trail from its tail. Then, deftly, it tilts to the left, tracing a precise, smooth arc, effortlessly passing a bulkier, industrial-style hover truck next to it. The entire scene is meticulously rendered with the textures of high-fidelity CG, with physically accurate light and shadow reflecting off the cold metal and glass surfaces. The predominant color palette is a deep midnight blue, illuminated by the vibrant colors of the holographic advertisements, creating a dynamic atmosphere of high speed, awe, and a futuristic technological aesthetic.", + "seed": 30497, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_4/index_7169_seed_30497_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019104772619903086, + "vlm_logprob": -0.019104772619903086, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.019104772619903086, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023585481569170952 + ], + "opposite_logprob_tokens": [ + -3.773585557937622 + ], + "logprob_reward": -0.023585481569170952, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023585481569170952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21243102848529816, + 0.2852722704410553, + 0.04844529181718826, + 0.04278988018631935, + 0.05180400609970093, + 0.05741085112094879, + 0.07516664266586304, + 0.10420716553926468, + 0.08355198055505753, + 0.03892083466053009 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.023585481569170952 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798900708556175 + ], + "opposite_logprob_tokens": [ + -3.529798984527588 + ], + "logprob_reward": -0.029798900708556175, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798900708556175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1794918179512024, + 0.13370811939239502, + 0.2389656901359558, + 0.054502472281455994, + 0.05804313346743584, + 0.027005990967154503, + 0.08985961228609085, + 0.042970117181539536, + 0.07446123659610748, + 0.10099183768033981 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.029798900708556175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178289756178856 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.018178289756178856, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178289756178856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26227396726608276, + 0.11156607419252396, + 0.12015842646360397, + 0.14010633528232574, + 0.029798336327075958, + 0.04104134812951088, + 0.07694092392921448, + 0.06877947598695755, + 0.08036626875400543, + 0.06896888464689255 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.018178289756178856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780817665159702 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780817665159702, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780817665159702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.136895552277565, + 0.08202697336673737, + 0.15720722079277039, + 0.10645454376935959, + 0.05047479271888733, + 0.03345265984535217, + 0.049057286232709885, + 0.1927908957004547, + 0.10189034044742584, + 0.08974973857402802 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.009780817665159702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014180373400449753 + ], + "opposite_logprob_tokens": [ + -4.2641801834106445 + ], + "logprob_reward": -0.014180373400449753, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014180373400449753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16657358407974243, + 0.19518578052520752, + 0.10913516581058502, + 0.08538985997438431, + 0.05020391196012497, + 0.05698221176862717, + 0.04266152158379555, + 0.10713042318820953, + 0.10333209484815598, + 0.08340548723936081 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.014180373400449753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping long shot, the camera moving in smooth tracking motion, follows a hoverboard through the digital canyons of a futuristic city. Flanked by towering skyscrapers, their surfaces covered in massive holographic billboards and dynamic data waterfalls, countless aircraft of varying shapes weave through multi-tiered air traffic arteries. The sleek, dark carbon fiber composite hoverboard itself is a flowing light source, its surface and edges shimmering with neon blue and purple streams of binary code and complex geometric patterns. It silently accelerates, emitting a pale blue energy trail from its tail. Then, deftly, it tilts to the left, tracing a precise, smooth arc, effortlessly passing a bulkier, industrial-style hover truck next to it. The entire scene is meticulously rendered with the textures of high-fidelity CG, with physically accurate light and shadow reflecting off the cold metal and glass surfaces. The predominant color palette is a deep midnight blue, illuminated by the vibrant colors of the holographic advertisements, creating a dynamic atmosphere of high speed, awe, and a futuristic technological aesthetic.", + "seed": 30498, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_4/index_7169_seed_30498_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05555759854614735, + "vlm_logprob": -0.05555759854614735, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.05555759854614735, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20208656787872314 + ], + "opposite_logprob_tokens": [ + -1.7020865678787231 + ], + "logprob_reward": -0.20208656787872314, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20208656787872314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2884480059146881, + 0.10314100235700607, + 0.06059662252664566, + 0.029486870393157005, + 0.21778284013271332, + 0.1138024553656578, + 0.05964111536741257, + 0.040074001997709274, + 0.03990403935313225, + 0.04712298884987831 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.20208656787872314 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328656055033207 + ], + "opposite_logprob_tokens": [ + -3.7732865810394287 + ], + "logprob_reward": -0.02328656055033207, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328656055033207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18351607024669647, + 0.11299887299537659, + 0.20125709474086761, + 0.08497762680053711, + 0.1075284332036972, + 0.08233959227800369, + 0.04652124270796776, + 0.057138048112392426, + 0.035200830549001694, + 0.08852217346429825 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02328656055033207 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606132835149765 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.01606132835149765, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606132835149765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1946440190076828, + 0.1498221457004547, + 0.07683810591697693, + 0.06376992166042328, + 0.13746437430381775, + 0.1067826896905899, + 0.0446162186563015, + 0.07955145090818405, + 0.07181416451931, + 0.07469696551561356 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01606132835149765 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183674663305283 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183674663305283, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183674663305283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09995497763156891, + 0.1376601904630661, + 0.1251547783613205, + 0.12327166646718979, + 0.12837402522563934, + 0.05153456702828407, + 0.06252315640449524, + 0.1166033148765564, + 0.06202735751867294, + 0.09289602190256119 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.018183674663305283 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018169861286878586 + ], + "opposite_logprob_tokens": [ + -4.01816987991333 + ], + "logprob_reward": -0.018169861286878586, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018169861286878586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1807147115468979, + 0.08092275261878967, + 0.07284749299287796, + 0.09976476430892944, + 0.10446295142173767, + 0.07375594228506088, + 0.0608731172978878, + 0.1753261685371399, + 0.024310626089572906, + 0.12702149152755737 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.018169861286878586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping long shot, the camera moving in smooth tracking motion, follows a hoverboard through the digital canyons of a futuristic city. Flanked by towering skyscrapers, their surfaces covered in massive holographic billboards and dynamic data waterfalls, countless aircraft of varying shapes weave through multi-tiered air traffic arteries. The sleek, dark carbon fiber composite hoverboard itself is a flowing light source, its surface and edges shimmering with neon blue and purple streams of binary code and complex geometric patterns. It silently accelerates, emitting a pale blue energy trail from its tail. Then, deftly, it tilts to the left, tracing a precise, smooth arc, effortlessly passing a bulkier, industrial-style hover truck next to it. The entire scene is meticulously rendered with the textures of high-fidelity CG, with physically accurate light and shadow reflecting off the cold metal and glass surfaces. The predominant color palette is a deep midnight blue, illuminated by the vibrant colors of the holographic advertisements, creating a dynamic atmosphere of high speed, awe, and a futuristic technological aesthetic.", + "seed": 30499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_4/index_7169_seed_30499_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06801956240087748, + "vlm_logprob": -0.06801956240087748, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.06801956240087748, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2816329002380371 + ], + "opposite_logprob_tokens": [ + -1.406632900238037 + ], + "logprob_reward": -0.2816329002380371, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2816329002380371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10284946113824844, + 0.07990441471338272, + 0.06191990152001381, + 0.24010871350765228, + 0.07720649987459183, + 0.25565341114997864, + 0.025802310556173325, + 0.06635212153196335, + 0.038460273295640945, + 0.051742881536483765 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.2816329002380371 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020586861297488213 + ], + "opposite_logprob_tokens": [ + -3.8955869674682617 + ], + "logprob_reward": -0.020586861297488213, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020586861297488213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20914681255817413, + 0.10447580367326736, + 0.13117866218090057, + 0.25682204961776733, + 0.08405887335538864, + 0.048401400446891785, + 0.04688309133052826, + 0.049887996166944504, + 0.04486978426575661, + 0.024275513365864754 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.020586861297488213 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606590487062931 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.01606590487062931, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606590487062931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07089972496032715, + 0.06917710602283478, + 0.07871656119823456, + 0.2748800218105316, + 0.09566349536180496, + 0.24552568793296814, + 0.041611019521951675, + 0.05697620287537575, + 0.021634431555867195, + 0.04491574317216873 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.01606590487062931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629185914993286 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629185914993286, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629185914993286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1399162858724594, + 0.05351513251662254, + 0.04817869886755943, + 0.5187133550643921, + 0.02931506745517254, + 0.07079359889030457, + 0.03067144751548767, + 0.0373532734811306, + 0.04111656919121742, + 0.030426595360040665 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.007629185914993286 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a futuristic city with towering skyscrapers featuring holographic billboards and data waterfalls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sleek, dark carbon fiber composite hoverboard emitting a pale blue energy trail from its tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hoverboard accelerate, tilt to the left, and trace a smooth arc while passing a bulkier industrial-style hover truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the hoverboard's surface shimmering with neon blue and purple streams of binary code and complex geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in a smooth tracking motion following the hoverboard in a sweeping long shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418295968323946 + ], + "opposite_logprob_tokens": [ + -4.264183044433594 + ], + "logprob_reward": -0.01418295968323946, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418295968323946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20850321650505066, + 0.10779011994600296, + 0.07083454728126526, + 0.36142605543136597, + 0.046274978667497635, + 0.04637850075960159, + 0.02928554266691208, + 0.07274847477674484, + 0.026416372507810593, + 0.030342185869812965 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.01418295968323946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_5/index_tensor([3219, 3219])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_5/index_tensor([3219, 3219])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9f2e004a618b4f9ed549f8f8f174bd4e7dac5f69 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_5/index_tensor([3219, 3219])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera follows a young man from a low angle, parallel to him, panning smoothly to the right to capture him as he briskly navigates the streets on his bicycle. The young man, with his short, slightly tousled dark brown hair fluttering gently in the breeze, wears a relaxed, cheerful smile. He wears a simple white cotton T-shirt over an unbuttoned olive green work shirt, slim-fit washed blue jeans, and classic white canvas shoes. He rides a retro-style city bike with a bright yellow frame, a brown leather seat and grips, and a beige canvas messenger bag hanging from the handlebars. He leans slightly forward, his hands resting effortlessly on the handlebars, his legs pedaling with a steady, rhythmic rhythm, propelling the bike smoothly forward over the uneven cobblestone road. They were walking through a narrow, winding alleyway in the ancient town, flanked by traditional Chinese houses with mottled whitewashed walls and green-tiled roofs. Verdant vines clung to the walls, and red lanterns occasionally hung from the eaves. The warm afternoon sun filtered through the gaps between the buildings above, casting dappled, playful shadows on the ground and on him. The dominant colors of the scene were the gray of the slate and the white of the walls, accented by the bright yellow of the bicycle, the green of the vines, and the colors of his clothing, creating a tranquil, leisurely, and nostalgic atmosphere full of the flavor of life.", + "seed": 17218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_5/index_3219_seed_17218_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.049188282340765, + "vlm_logprob": -0.049188282340765, + "vlm_yes_no_margin": 3.2499999523162844, + "vlm_token_credit": -0.049188282340765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026447322219610214 + ], + "opposite_logprob_tokens": [ + -3.776447296142578 + ], + "logprob_reward": -0.026447322219610214, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.026447322219610214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19104628264904022, + 0.05398145690560341, + 0.07250658422708511, + 0.14514410495758057, + 0.07777128368616104, + 0.035147614777088165, + 0.03362254798412323, + 0.08159582316875458, + 0.2638433277606964, + 0.04534098505973816 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.026447322219610214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620526559650898 + ], + "opposite_logprob_tokens": [ + -2.8120527267456055 + ], + "logprob_reward": -0.0620526559650898, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620526559650898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08916568011045456, + 0.03181092068552971, + 0.052548859268426895, + 0.14466045796871185, + 0.07076574862003326, + 0.02419433370232582, + 0.06042303517460823, + 0.09103047102689743, + 0.3873130679130554, + 0.04808737710118294 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.0620526559650898 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187187612056732 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.018187187612056732, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018187187612056732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12562300264835358, + 0.04710071161389351, + 0.13498875498771667, + 0.47535914182662964, + 0.05559062212705612, + 0.02164892852306366, + 0.04403010755777359, + 0.024798287078738213, + 0.051572285592556, + 0.01928817667067051 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.018187187612056732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340853422880173 + ], + "opposite_logprob_tokens": [ + -3.651340961456299 + ], + "logprob_reward": -0.026340853422880173, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340853422880173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22084949910640717, + 0.10887324064970016, + 0.05313006043434143, + 0.05381051078438759, + 0.16284529864788055, + 0.04298579320311546, + 0.07925762236118317, + 0.04434308037161827, + 0.12475959956645966, + 0.10914529860019684 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.026340853422880173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291339248418808 + ], + "opposite_logprob_tokens": [ + -2.2379133701324463 + ], + "logprob_reward": -0.11291339248418808, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291339248418808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2288626730442047, + 0.2728130519390106, + 0.07148376852273941, + 0.0430767685174942, + 0.06761297583580017, + 0.022325584664940834, + 0.03623493015766144, + 0.04171861708164215, + 0.08985164761543274, + 0.12601996958255768 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.11291339248418808 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera follows a young man from a low angle, parallel to him, panning smoothly to the right to capture him as he briskly navigates the streets on his bicycle. The young man, with his short, slightly tousled dark brown hair fluttering gently in the breeze, wears a relaxed, cheerful smile. He wears a simple white cotton T-shirt over an unbuttoned olive green work shirt, slim-fit washed blue jeans, and classic white canvas shoes. He rides a retro-style city bike with a bright yellow frame, a brown leather seat and grips, and a beige canvas messenger bag hanging from the handlebars. He leans slightly forward, his hands resting effortlessly on the handlebars, his legs pedaling with a steady, rhythmic rhythm, propelling the bike smoothly forward over the uneven cobblestone road. They were walking through a narrow, winding alleyway in the ancient town, flanked by traditional Chinese houses with mottled whitewashed walls and green-tiled roofs. Verdant vines clung to the walls, and red lanterns occasionally hung from the eaves. The warm afternoon sun filtered through the gaps between the buildings above, casting dappled, playful shadows on the ground and on him. The dominant colors of the scene were the gray of the slate and the white of the walls, accented by the bright yellow of the bicycle, the green of the vines, and the colors of his clothing, creating a tranquil, leisurely, and nostalgic atmosphere full of the flavor of life.", + "seed": 17219, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_5/index_3219_seed_17219_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06361181512475014, + "vlm_logprob": -0.06361181512475014, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.06361181512475014, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028805967420339584 + ], + "opposite_logprob_tokens": [ + -3.65380597114563 + ], + "logprob_reward": -0.028805967420339584, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028805967420339584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15047098696231842, + 0.09763217717409134, + 0.15194369852542877, + 0.22394295036792755, + 0.2336958795785904, + 0.030180957168340683, + 0.027219045907258987, + 0.019665982574224472, + 0.03770141303539276, + 0.027546867728233337 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.028805967420339584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002904266119003 + ], + "opposite_logprob_tokens": [ + -2.6950290203094482 + ], + "logprob_reward": -0.07002904266119003, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002904266119003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07359880954027176, + 0.20197665691375732, + 0.13639932870864868, + 0.08704488724470139, + 0.08095955848693848, + 0.03356073051691055, + 0.05863373726606369, + 0.04933188110589981, + 0.08508407324552536, + 0.1934102326631546 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.07002904266119003 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293664678931236 + ], + "opposite_logprob_tokens": [ + -3.7732937335968018 + ], + "logprob_reward": -0.023293664678931236, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293664678931236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08422598987817764, + 0.5667979717254639, + 0.1343754380941391, + 0.04693004488945007, + 0.06338886171579361, + 0.016516616567969322, + 0.015903284773230553, + 0.013409595936536789, + 0.03365340828895569, + 0.024798840284347534 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.023293664678931236 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606214977800846 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.01606214977800846, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606214977800846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31599777936935425, + 0.1737368106842041, + 0.046993061900138855, + 0.19790560007095337, + 0.09799759089946747, + 0.01749873347580433, + 0.028034957125782967, + 0.017398227006196976, + 0.03014237806200981, + 0.07429485768079758 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.01606214977800846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986825108528137 + ], + "opposite_logprob_tokens": [ + -1.804868221282959 + ], + "logprob_reward": -0.17986825108528137, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986825108528137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18105584383010864, + 0.310029536485672, + 0.12356008589267731, + 0.05382385849952698, + 0.06336204707622528, + 0.018921466544270515, + 0.025059066712856293, + 0.029248341917991638, + 0.060730546712875366, + 0.13420924544334412 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.17986825108528137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera follows a young man from a low angle, parallel to him, panning smoothly to the right to capture him as he briskly navigates the streets on his bicycle. The young man, with his short, slightly tousled dark brown hair fluttering gently in the breeze, wears a relaxed, cheerful smile. He wears a simple white cotton T-shirt over an unbuttoned olive green work shirt, slim-fit washed blue jeans, and classic white canvas shoes. He rides a retro-style city bike with a bright yellow frame, a brown leather seat and grips, and a beige canvas messenger bag hanging from the handlebars. He leans slightly forward, his hands resting effortlessly on the handlebars, his legs pedaling with a steady, rhythmic rhythm, propelling the bike smoothly forward over the uneven cobblestone road. They were walking through a narrow, winding alleyway in the ancient town, flanked by traditional Chinese houses with mottled whitewashed walls and green-tiled roofs. Verdant vines clung to the walls, and red lanterns occasionally hung from the eaves. The warm afternoon sun filtered through the gaps between the buildings above, casting dappled, playful shadows on the ground and on him. The dominant colors of the scene were the gray of the slate and the white of the walls, accented by the bright yellow of the bicycle, the green of the vines, and the colors of his clothing, creating a tranquil, leisurely, and nostalgic atmosphere full of the flavor of life.", + "seed": 17220, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_5/index_3219_seed_17220_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.054816742055118085, + "vlm_logprob": -0.054816742055118085, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.054816742055118085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0382586307823658 + ], + "opposite_logprob_tokens": [ + -3.4132585525512695 + ], + "logprob_reward": -0.0382586307823658, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0382586307823658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11836528033018112, + 0.09241212904453278, + 0.14174792170524597, + 0.21082550287246704, + 0.2985334098339081, + 0.015927108004689217, + 0.03773820027709007, + 0.03736129403114319, + 0.02832813560962677, + 0.018761014565825462 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.0382586307823658 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206228956580162 + ], + "opposite_logprob_tokens": [ + -2.8120622634887695 + ], + "logprob_reward": -0.06206228956580162, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206228956580162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18226347863674164, + 0.09246943145990372, + 0.142660990357399, + 0.13004235923290253, + 0.054921746253967285, + 0.07780319452285767, + 0.08251266926527023, + 0.04683440178632736, + 0.06334017217159271, + 0.12715159356594086 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.06206228956580162 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640876971185207 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640876971185207, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640876971185207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08510144054889679, + 0.08404327183961868, + 0.0967760756611824, + 0.36059141159057617, + 0.07049991935491562, + 0.06576301157474518, + 0.07915955036878586, + 0.10034765303134918, + 0.030521584674715996, + 0.027196092531085014 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.008640876971185207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809443116188049 + ], + "opposite_logprob_tokens": [ + -3.2880945205688477 + ], + "logprob_reward": -0.03809443116188049, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809443116188049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17058418691158295, + 0.049696967005729675, + 0.13380293548107147, + 0.18651852011680603, + 0.12414437532424927, + 0.058686524629592896, + 0.06760092079639435, + 0.041733697056770325, + 0.10612045228481293, + 0.06111139431595802 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.03809443116188049 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270274817943573 + ], + "opposite_logprob_tokens": [ + -2.1270275115966797 + ], + "logprob_reward": -0.1270274817943573, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270274817943573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4752871096134186, + 0.07365909218788147, + 0.05807679519057274, + 0.08463799953460693, + 0.0972789078950882, + 0.10312356799840927, + 0.025523535907268524, + 0.020353889092803, + 0.03315802663564682, + 0.028901079669594765 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.1270274817943573 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera follows a young man from a low angle, parallel to him, panning smoothly to the right to capture him as he briskly navigates the streets on his bicycle. The young man, with his short, slightly tousled dark brown hair fluttering gently in the breeze, wears a relaxed, cheerful smile. He wears a simple white cotton T-shirt over an unbuttoned olive green work shirt, slim-fit washed blue jeans, and classic white canvas shoes. He rides a retro-style city bike with a bright yellow frame, a brown leather seat and grips, and a beige canvas messenger bag hanging from the handlebars. He leans slightly forward, his hands resting effortlessly on the handlebars, his legs pedaling with a steady, rhythmic rhythm, propelling the bike smoothly forward over the uneven cobblestone road. They were walking through a narrow, winding alleyway in the ancient town, flanked by traditional Chinese houses with mottled whitewashed walls and green-tiled roofs. Verdant vines clung to the walls, and red lanterns occasionally hung from the eaves. The warm afternoon sun filtered through the gaps between the buildings above, casting dappled, playful shadows on the ground and on him. The dominant colors of the scene were the gray of the slate and the white of the walls, accented by the bright yellow of the bicycle, the green of the vines, and the colors of his clothing, creating a tranquil, leisurely, and nostalgic atmosphere full of the flavor of life.", + "seed": 17221, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_5/index_3219_seed_17221_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06476877890527248, + "vlm_logprob": -0.06476877890527248, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.06476877890527248, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0408567450940609 + ], + "opposite_logprob_tokens": [ + -3.2908568382263184 + ], + "logprob_reward": -0.0408567450940609, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0408567450940609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6321328282356262, + 0.03712363541126251, + 0.042684439569711685, + 0.029377559199929237, + 0.05556139349937439, + 0.0965811014175415, + 0.022659091278910637, + 0.03260146826505661, + 0.02664954587817192, + 0.02462894096970558 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0408567450940609 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308144003152847 + ], + "opposite_logprob_tokens": [ + -3.168081521987915 + ], + "logprob_reward": -0.04308144003152847, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308144003152847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5656899809837341, + 0.03120707906782627, + 0.02531382441520691, + 0.10438459366559982, + 0.04372718557715416, + 0.053836412727832794, + 0.06358160823583603, + 0.023423096165060997, + 0.027110928669571877, + 0.06172535941004753 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.04308144003152847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370213508605957 + ], + "opposite_logprob_tokens": [ + -3.4087021350860596 + ], + "logprob_reward": -0.03370213508605957, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370213508605957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4825044572353363, + 0.06338765472173691, + 0.03582125902175903, + 0.10920864343643188, + 0.11088000237941742, + 0.08542793989181519, + 0.03444625064730644, + 0.01831626333296299, + 0.024127840995788574, + 0.035879723727703094 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.03370213508605957 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339808478951454 + ], + "opposite_logprob_tokens": [ + -3.6513397693634033 + ], + "logprob_reward": -0.026339808478951454, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339808478951454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42505741119384766, + 0.08187614381313324, + 0.15638920664787292, + 0.06291012465953827, + 0.05834728851914406, + 0.08586937934160233, + 0.02204783260822296, + 0.032297924160957336, + 0.04470022767782211, + 0.030504461377859116 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.026339808478951454 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and panning smoothly to the right while following a young man on a bicycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the young man wearing a white cotton T-shirt over an unbuttoned olive green work shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle a retro-style city bike with a bright yellow frame and a beige canvas messenger bag on the handlebars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a narrow, winding alleyway in an ancient town with traditional Chinese houses featuring whitewashed walls and green-tiled roofs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are red lanterns visible hanging from the eaves of the buildings in the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986376583576202 + ], + "opposite_logprob_tokens": [ + -1.8048638105392456 + ], + "logprob_reward": -0.17986376583576202, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986376583576202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4487840235233307, + 0.06244247779250145, + 0.06422915309667587, + 0.046349186450242996, + 0.1685527116060257, + 0.07472987473011017, + 0.03955606743693352, + 0.023254746571183205, + 0.03747795894742012, + 0.034623704850673676 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.17986376583576202 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_6/index_tensor([8167, 8167])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_6/index_tensor([8167, 8167])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b30b9907278b7007e4b0868ce600ba82c1cbabd9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_6/index_tensor([8167, 8167])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static shot captures a towering, floor-to-ceiling bookshelf constructed of warm, honey-toned pine, lined with books in a sun-drenched log cabin. A silent, magical river of literature begins to cascade down from the upper shelves; hardcovers with frayed fabric spines and glossy paperbacks in a variety of colors tumble and slide against each other in not a chaotic collision but a fluid, flowing movement. The camera slowly tilts downward, carefully following the books as they fall onto the polished wooden floor, forming a winding stream that meanders through the room. Bright, golden afternoon sunlight streams in through a large window, illuminating the scene and capturing countless motes of dust dancing in the air. As the books drift across the floor, the pages of some open volumes flutter gently and deliberately, the thin paper catching the light, creating a serene and enchanting atmosphere of quiet, impossible magic within the peaceful, sun-drenched sanctuary.", + "seed": 9187, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_6/index_8167_seed_9187_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.031770944222807886, + "vlm_logprob": -0.031770944222807886, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.031770944222807886, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011797420680522919 + ], + "opposite_logprob_tokens": [ + -4.5117974281311035 + ], + "logprob_reward": -0.011797420680522919, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011797420680522919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1512770652770996, + 0.04213888198137283, + 0.03417164459824562, + 0.07276403158903122, + 0.019626451656222343, + 0.019963020458817482, + 0.02794470451772213, + 0.024716069921851158, + 0.0284107718616724, + 0.5789874196052551 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.011797420680522919 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026383116841316223 + ], + "opposite_logprob_tokens": [ + -3.6513831615448 + ], + "logprob_reward": -0.026383116841316223, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026383116841316223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2029198408126831, + 0.04356323927640915, + 0.03194001689553261, + 0.042261477559804916, + 0.020098069682717323, + 0.015188602730631828, + 0.02977071702480316, + 0.01337276492267847, + 0.022439276799559593, + 0.578446090221405 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.026383116841316223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002470642328262 + ], + "opposite_logprob_tokens": [ + -2.6950247287750244 + ], + "logprob_reward": -0.07002470642328262, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002470642328262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.065681591629982, + 0.03336310759186745, + 0.03460020199418068, + 0.11363965272903442, + 0.014201078563928604, + 0.04636228084564209, + 0.05149456858634949, + 0.03639644384384155, + 0.04559186473488808, + 0.5586692094802856 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.07002470642328262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106825202703476 + ], + "opposite_logprob_tokens": [ + -3.288106918334961 + ], + "logprob_reward": -0.038106825202703476, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106825202703476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057195261120796204, + 0.01118578389286995, + 0.0166688971221447, + 0.029551224783062935, + 0.009280174039304256, + 0.013900302350521088, + 0.010531566105782986, + 0.015588425099849701, + 0.006711550522595644, + 0.8293867707252502 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.038106825202703476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254265196621418 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.01254265196621418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254265196621418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20301838219165802, + 0.03026527725160122, + 0.020476650446653366, + 0.08578108251094818, + 0.01621944084763527, + 0.015349826775491238, + 0.026131341233849525, + 0.023114202544093132, + 0.03141826391220093, + 0.5482255220413208 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.01254265196621418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot captures a towering, floor-to-ceiling bookshelf constructed of warm, honey-toned pine, lined with books in a sun-drenched log cabin. A silent, magical river of literature begins to cascade down from the upper shelves; hardcovers with frayed fabric spines and glossy paperbacks in a variety of colors tumble and slide against each other in not a chaotic collision but a fluid, flowing movement. The camera slowly tilts downward, carefully following the books as they fall onto the polished wooden floor, forming a winding stream that meanders through the room. Bright, golden afternoon sunlight streams in through a large window, illuminating the scene and capturing countless motes of dust dancing in the air. As the books drift across the floor, the pages of some open volumes flutter gently and deliberately, the thin paper catching the light, creating a serene and enchanting atmosphere of quiet, impossible magic within the peaceful, sun-drenched sanctuary.", + "seed": 9188, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_6/index_8167_seed_9188_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03525680210441351, + "vlm_logprob": -0.03525680210441351, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.03525680210441351, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019373245537281036 + ], + "opposite_logprob_tokens": [ + -4.019373416900635 + ], + "logprob_reward": -0.019373245537281036, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019373245537281036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10197851061820984, + 0.10818836838006973, + 0.04378248378634453, + 0.1344311684370041, + 0.037015318870544434, + 0.07743050158023834, + 0.08847332000732422, + 0.07706433534622192, + 0.08972377330064774, + 0.24191227555274963 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.019373245537281036 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311855137348175 + ], + "opposite_logprob_tokens": [ + -3.168118476867676 + ], + "logprob_reward": -0.04311855137348175, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311855137348175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08839273452758789, + 0.14209464192390442, + 0.08325129747390747, + 0.06544423848390579, + 0.10646103322505951, + 0.14036133885383606, + 0.066726453602314, + 0.1369830071926117, + 0.047214679419994354, + 0.12307052314281464 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.04311855137348175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899726182222366 + ], + "opposite_logprob_tokens": [ + -2.5789973735809326 + ], + "logprob_reward": -0.07899726182222366, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899726182222366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06206134706735611, + 0.2949232757091522, + 0.07212866097688675, + 0.05288871377706528, + 0.030597073957324028, + 0.07411516457796097, + 0.06716394424438477, + 0.18285708129405975, + 0.06029578670859337, + 0.1029689833521843 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.07899726182222366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059001475572586 + ], + "opposite_logprob_tokens": [ + -3.89559006690979 + ], + "logprob_reward": -0.02059001475572586, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059001475572586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14610633254051208, + 0.10961174964904785, + 0.03798788785934448, + 0.17058594524860382, + 0.10278718173503876, + 0.09326761215925217, + 0.11515209823846817, + 0.09269195050001144, + 0.0901365727186203, + 0.041672684252262115 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.02059001475572586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204937033355236 + ], + "opposite_logprob_tokens": [ + -4.264204978942871 + ], + "logprob_reward": -0.014204937033355236, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204937033355236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06690328568220139, + 0.03523368015885353, + 0.09849155694246292, + 0.03316638991236687, + 0.047782789915800095, + 0.06356444209814072, + 0.05424455925822258, + 0.21656733751296997, + 0.09631933271884918, + 0.28772658109664917 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -0.014204937033355236 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot captures a towering, floor-to-ceiling bookshelf constructed of warm, honey-toned pine, lined with books in a sun-drenched log cabin. A silent, magical river of literature begins to cascade down from the upper shelves; hardcovers with frayed fabric spines and glossy paperbacks in a variety of colors tumble and slide against each other in not a chaotic collision but a fluid, flowing movement. The camera slowly tilts downward, carefully following the books as they fall onto the polished wooden floor, forming a winding stream that meanders through the room. Bright, golden afternoon sunlight streams in through a large window, illuminating the scene and capturing countless motes of dust dancing in the air. As the books drift across the floor, the pages of some open volumes flutter gently and deliberately, the thin paper catching the light, creating a serene and enchanting atmosphere of quiet, impossible magic within the peaceful, sun-drenched sanctuary.", + "seed": 9189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_6/index_8167_seed_9189_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.049416635930538175, + "vlm_logprob": -0.049416635930538175, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.049416635930538175, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09046944230794907 + ], + "opposite_logprob_tokens": [ + -2.4654693603515625 + ], + "logprob_reward": -0.09046944230794907, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09046944230794907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7824401259422302, + 0.04919123649597168, + 0.029255583882331848, + 0.014371795579791069, + 0.018879814073443413, + 0.020755993202328682, + 0.03789377585053444, + 0.021760668605566025, + 0.012050659395754337, + 0.013400370255112648 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.09046944230794907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337466225028038 + ], + "opposite_logprob_tokens": [ + -3.4087467193603516 + ], + "logprob_reward": -0.0337466225028038, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337466225028038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6412229537963867, + 0.039860181510448456, + 0.1599034070968628, + 0.016454404219985008, + 0.022239573299884796, + 0.026547899469733238, + 0.01688094437122345, + 0.03420776501297951, + 0.03242496773600578, + 0.010257944464683533 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0337466225028038 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898834347724915 + ], + "opposite_logprob_tokens": [ + -2.5789883136749268 + ], + "logprob_reward": -0.07898834347724915, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898834347724915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6352746486663818, + 0.05366959422826767, + 0.046667661517858505, + 0.01689228229224682, + 0.01602541282773018, + 0.018047474324703217, + 0.12258857488632202, + 0.045826833695173264, + 0.02916763536632061, + 0.015839889645576477 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.07898834347724915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294828832149506 + ], + "opposite_logprob_tokens": [ + -3.7732949256896973 + ], + "logprob_reward": -0.023294828832149506, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294828832149506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4922430217266083, + 0.03162587806582451, + 0.019603107124567032, + 0.019392870366573334, + 0.01858930103480816, + 0.01536312885582447, + 0.15918369591236115, + 0.13276046514511108, + 0.10261159390211105, + 0.008626923896372318 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.023294828832149506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583942532539368 + ], + "opposite_logprob_tokens": [ + -3.8955838680267334 + ], + "logprob_reward": -0.020583942532539368, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583942532539368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6305952668190002, + 0.03575952351093292, + 0.05172872915863991, + 0.030641645193099976, + 0.01903918758034706, + 0.014521456323564053, + 0.06081366166472435, + 0.07610724866390228, + 0.05727742239832878, + 0.023515833541750908 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.020583942532539368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static shot captures a towering, floor-to-ceiling bookshelf constructed of warm, honey-toned pine, lined with books in a sun-drenched log cabin. A silent, magical river of literature begins to cascade down from the upper shelves; hardcovers with frayed fabric spines and glossy paperbacks in a variety of colors tumble and slide against each other in not a chaotic collision but a fluid, flowing movement. The camera slowly tilts downward, carefully following the books as they fall onto the polished wooden floor, forming a winding stream that meanders through the room. Bright, golden afternoon sunlight streams in through a large window, illuminating the scene and capturing countless motes of dust dancing in the air. As the books drift across the floor, the pages of some open volumes flutter gently and deliberately, the thin paper catching the light, creating a serene and enchanting atmosphere of quiet, impossible magic within the peaceful, sun-drenched sanctuary.", + "seed": 9190, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_6/index_8167_seed_9190_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17530338875949383, + "vlm_logprob": -0.17530338875949383, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.17530338875949383, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5774224400520325 + ], + "opposite_logprob_tokens": [ + -0.8274224400520325 + ], + "logprob_reward": -0.5774224400520325, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5774224400520325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2785094976425171, + 0.0678921565413475, + 0.07392747700214386, + 0.0697382315993309, + 0.25213831663131714, + 0.048190534114837646, + 0.0439276397228241, + 0.06102774292230606, + 0.061044152826070786, + 0.043604157865047455 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.5774224400520325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08912735432386398 + ], + "opposite_logprob_tokens": [ + -2.4641273021698 + ], + "logprob_reward": -0.08912735432386398, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08912735432386398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11415673047304153, + 0.10370593518018723, + 0.04981403797864914, + 0.35883036255836487, + 0.07417356967926025, + 0.06117088347673416, + 0.036776427179574966, + 0.07132980972528458, + 0.04803081601858139, + 0.08201144635677338 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.08912735432386398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032735764980316 + ], + "opposite_logprob_tokens": [ + -2.350327253341675 + ], + "logprob_reward": -0.10032735764980316, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032735764980316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18653562664985657, + 0.10441752523183823, + 0.047986626625061035, + 0.16291703283786774, + 0.06322646886110306, + 0.0505216158926487, + 0.0653822049498558, + 0.11246069520711899, + 0.12761053442955017, + 0.0789417251944542 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.10032735764980316 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904720842838287 + ], + "opposite_logprob_tokens": [ + -2.4640471935272217 + ], + "logprob_reward": -0.08904720842838287, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904720842838287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11220280081033707, + 0.11794567853212357, + 0.17842724919319153, + 0.04686765745282173, + 0.12321566045284271, + 0.03829958289861679, + 0.08816297352313995, + 0.1827934980392456, + 0.06250851601362228, + 0.04957636073231697 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.08904720842838287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a sun-drenched log cabin featuring a floor-to-ceiling bookshelf made of warm, honey-toned pine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do hardcover books with frayed fabric spines and glossy paperbooks in various colors cascade down from the upper shelves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the falling books move in a fluid, flowing manner rather than a chaotic collision?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle static shot and then slowly tilt downward to follow the books?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do some open volumes on the floor have pages that flutter gently and deliberately while catching the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059258334338665 + ], + "opposite_logprob_tokens": [ + -3.89559268951416 + ], + "logprob_reward": -0.02059258334338665, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059258334338665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11175020039081573, + 0.06247622147202492, + 0.07068213820457458, + 0.1729753613471985, + 0.036823172122240067, + 0.014760952442884445, + 0.08217903226613998, + 0.11719802021980286, + 0.12690259516239166, + 0.20425231754779816 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.02059258334338665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_7/index_tensor([604, 604])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_7/index_tensor([604, 604])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8d4bc0ad0903fbec47348d2a42e17e710faf8745 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_7/index_tensor([604, 604])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera begins with a medium shot, slowly and steadily tilting downward, gradually focusing from the top of a surreal space constructed of delicate pencil crosshatch lines and sketched shading to the center of the scene. In this monochrome world, like a Leonardo da Vinci manuscript brought to life, a clockwork knight crafted entirely of polished brass sits at a workbench, also outlined in pencil lines. The knight's body is composed of countless precisely meshing gears, levers, and springs. Under a single, bright light source emanating from one side of the frame, the brass surface reflects a warm and sharp luster, creating a stark contrast against the black and white background. With a mechanical, focused gesture, it methodically disassembles its left forearm. Its right hand, mechanically grasping a tiny screwdriver, delicately loosens a screw securing the outer casing, its movements steady and deliberate. As the camera continues to descend and zoom in, the picture turns into an extreme close-up. We can clearly see the inside of the disassembled robotic arm, complex copper wires wrapped around tiny springs, several gears of different sizes neatly placed on the workbench, and the threads of each screw and the spiral of the spring are clearly visible. The whole scene is filled with an atmosphere of extreme tranquility, concentration and classical mechanical aesthetics.", + "seed": 3408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_7/index_604_seed_3408_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1178977188654244, + "vlm_logprob": -0.1178977188654244, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.1178977188654244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47700029611587524 + ], + "opposite_logprob_tokens": [ + -0.9770002961158752 + ], + "logprob_reward": -0.47700029611587524, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47700029611587524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24055379629135132, + 0.06142709031701088, + 0.018934540450572968, + 0.10028853267431259, + 0.05529376491904259, + 0.061801519244909286, + 0.07805348932743073, + 0.21712225675582886, + 0.10846803337335587, + 0.058056920766830444 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.47700029611587524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260079633444548 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005260079633444548, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260079633444548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22868676483631134, + 0.18242329359054565, + 0.06533750146627426, + 0.07951941341161728, + 0.06378361582756042, + 0.052173126488924026, + 0.06647492945194244, + 0.08191405981779099, + 0.09086249768733978, + 0.08882477879524231 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.005260079633444548 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038103267550468445 + ], + "opposite_logprob_tokens": [ + -3.2881033420562744 + ], + "logprob_reward": -0.038103267550468445, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038103267550468445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2592191696166992, + 0.12741592526435852, + 0.061023470014333725, + 0.06865257769823074, + 0.04713008552789688, + 0.08517297357320786, + 0.07061932235956192, + 0.12211091071367264, + 0.11281447857618332, + 0.04584118351340294 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.038103267550468445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493928864598274 + ], + "opposite_logprob_tokens": [ + -2.9299392700195312 + ], + "logprob_reward": -0.05493928864598274, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493928864598274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21951349079608917, + 0.02246684581041336, + 0.011823123320937157, + 0.03760255500674248, + 0.020047051832079887, + 0.0626651719212532, + 0.1144862100481987, + 0.26233792304992676, + 0.1488945484161377, + 0.1001630648970604 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.05493928864598274 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185662381350994 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.014185662381350994, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185662381350994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1443430334329605, + 0.051484495401382446, + 0.022101277485489845, + 0.05397007614374161, + 0.0807153731584549, + 0.06984362006187439, + 0.1473185271024704, + 0.24233916401863098, + 0.15965639054775238, + 0.028227997943758965 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.014185662381350994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a medium shot, slowly and steadily tilting downward, gradually focusing from the top of a surreal space constructed of delicate pencil crosshatch lines and sketched shading to the center of the scene. In this monochrome world, like a Leonardo da Vinci manuscript brought to life, a clockwork knight crafted entirely of polished brass sits at a workbench, also outlined in pencil lines. The knight's body is composed of countless precisely meshing gears, levers, and springs. Under a single, bright light source emanating from one side of the frame, the brass surface reflects a warm and sharp luster, creating a stark contrast against the black and white background. With a mechanical, focused gesture, it methodically disassembles its left forearm. Its right hand, mechanically grasping a tiny screwdriver, delicately loosens a screw securing the outer casing, its movements steady and deliberate. As the camera continues to descend and zoom in, the picture turns into an extreme close-up. We can clearly see the inside of the disassembled robotic arm, complex copper wires wrapped around tiny springs, several gears of different sizes neatly placed on the workbench, and the threads of each screw and the spiral of the spring are clearly visible. The whole scene is filled with an atmosphere of extreme tranquility, concentration and classical mechanical aesthetics.", + "seed": 3409, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_7/index_604_seed_3409_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21538033811375498, + "vlm_logprob": -0.21538033811375498, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.21538033811375498, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9756495952606201 + ], + "opposite_logprob_tokens": [ + -0.4756495952606201 + ], + "logprob_reward": -0.9756495952606201, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9756495952606201, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28456610441207886, + 0.08644038438796997, + 0.07980675995349884, + 0.14351963996887207, + 0.032789621502161026, + 0.2616133987903595, + 0.03333007171750069, + 0.01641824282705784, + 0.016297023743391037, + 0.04521874710917473 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.9756495952606201 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059578209184110165 + ], + "opposite_logprob_tokens": [ + -5.13095760345459 + ], + "logprob_reward": -0.0059578209184110165, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059578209184110165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13207019865512848, + 0.04443744197487831, + 0.07264117151498795, + 0.07636133581399918, + 0.05865462124347687, + 0.3572942316532135, + 0.052979227155447006, + 0.11636925488710403, + 0.04736323654651642, + 0.04182921722531319 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0059578209184110165 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003471255302429 + ], + "opposite_logprob_tokens": [ + -2.6950347423553467 + ], + "logprob_reward": -0.07003471255302429, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003471255302429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14252927899360657, + 0.16941770911216736, + 0.07702479511499405, + 0.050961125642061234, + 0.06092740595340729, + 0.10997142642736435, + 0.18315385282039642, + 0.0716656744480133, + 0.09133660048246384, + 0.04301218315958977 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.07003471255302429 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190951362252235 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014190951362252235, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190951362252235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06644181907176971, + 0.0673229992389679, + 0.034436773508787155, + 0.06963762640953064, + 0.08933960646390915, + 0.4932348132133484, + 0.08513375371694565, + 0.05462834611535072, + 0.02540571428835392, + 0.014418525621294975 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.014190951362252235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068610474467278 + ], + "opposite_logprob_tokens": [ + -4.511068820953369 + ], + "logprob_reward": -0.011068610474467278, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068610474467278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21644094586372375, + 0.07221722602844238, + 0.045294295996427536, + 0.04366619512438774, + 0.04807192087173462, + 0.13837796449661255, + 0.20900027453899384, + 0.051897916942834854, + 0.11134561151266098, + 0.06368768960237503 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.011068610474467278 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a medium shot, slowly and steadily tilting downward, gradually focusing from the top of a surreal space constructed of delicate pencil crosshatch lines and sketched shading to the center of the scene. In this monochrome world, like a Leonardo da Vinci manuscript brought to life, a clockwork knight crafted entirely of polished brass sits at a workbench, also outlined in pencil lines. The knight's body is composed of countless precisely meshing gears, levers, and springs. Under a single, bright light source emanating from one side of the frame, the brass surface reflects a warm and sharp luster, creating a stark contrast against the black and white background. With a mechanical, focused gesture, it methodically disassembles its left forearm. Its right hand, mechanically grasping a tiny screwdriver, delicately loosens a screw securing the outer casing, its movements steady and deliberate. As the camera continues to descend and zoom in, the picture turns into an extreme close-up. We can clearly see the inside of the disassembled robotic arm, complex copper wires wrapped around tiny springs, several gears of different sizes neatly placed on the workbench, and the threads of each screw and the spiral of the spring are clearly visible. The whole scene is filled with an atmosphere of extreme tranquility, concentration and classical mechanical aesthetics.", + "seed": 3410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_7/index_604_seed_3410_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16653654826804995, + "vlm_logprob": -0.16653654826804995, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.16653654826804995, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6945601105690002 + ], + "opposite_logprob_tokens": [ + -0.6945601105690002 + ], + "logprob_reward": -0.6945601105690002, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6945601105690002, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3318174183368683, + 0.03003823384642601, + 0.040335167199373245, + 0.14649824798107147, + 0.1355222463607788, + 0.2249647080898285, + 0.036518167704343796, + 0.03103148750960827, + 0.009728631004691124, + 0.01354567427188158 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.6945601105690002 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650331757962704 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650331757962704, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650331757962704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08012177050113678, + 0.037862107157707214, + 0.06204226240515709, + 0.4028848707675934, + 0.1299496293067932, + 0.1097356453537941, + 0.07540833204984665, + 0.0358821339905262, + 0.04680518060922623, + 0.01930808462202549 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.008650331757962704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904993534088135 + ], + "opposite_logprob_tokens": [ + -2.464049816131592 + ], + "logprob_reward": -0.08904993534088135, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904993534088135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2335108518600464, + 0.024495964869856834, + 0.054872121661901474, + 0.20019003748893738, + 0.3194255530834198, + 0.035516347736120224, + 0.05251330882310867, + 0.05151214078068733, + 0.019116824492812157, + 0.008846846409142017 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.08904993534088135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734176073223352 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734176073223352, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734176073223352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1473727971315384, + 0.046475037932395935, + 0.2520565390586853, + 0.07169338315725327, + 0.17798107862472534, + 0.1525568962097168, + 0.09186138957738876, + 0.030234945937991142, + 0.014080148190259933, + 0.015687812119722366 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.006734176073223352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368818759918213 + ], + "opposite_logprob_tokens": [ + -3.4086880683898926 + ], + "logprob_reward": -0.03368818759918213, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368818759918213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06496263295412064, + 0.0404769591987133, + 0.07049840688705444, + 0.05121191591024399, + 0.31851527094841003, + 0.11733967810869217, + 0.11503259837627411, + 0.102065809071064, + 0.06417224556207657, + 0.055724456906318665 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.03368818759918213 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera begins with a medium shot, slowly and steadily tilting downward, gradually focusing from the top of a surreal space constructed of delicate pencil crosshatch lines and sketched shading to the center of the scene. In this monochrome world, like a Leonardo da Vinci manuscript brought to life, a clockwork knight crafted entirely of polished brass sits at a workbench, also outlined in pencil lines. The knight's body is composed of countless precisely meshing gears, levers, and springs. Under a single, bright light source emanating from one side of the frame, the brass surface reflects a warm and sharp luster, creating a stark contrast against the black and white background. With a mechanical, focused gesture, it methodically disassembles its left forearm. Its right hand, mechanically grasping a tiny screwdriver, delicately loosens a screw securing the outer casing, its movements steady and deliberate. As the camera continues to descend and zoom in, the picture turns into an extreme close-up. We can clearly see the inside of the disassembled robotic arm, complex copper wires wrapped around tiny springs, several gears of different sizes neatly placed on the workbench, and the threads of each screw and the spiral of the spring are clearly visible. The whole scene is filled with an atmosphere of extreme tranquility, concentration and classical mechanical aesthetics.", + "seed": 3411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_7/index_604_seed_3411_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.6566157735884189, + "vlm_logprob": -0.6566157735884189, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.6566157735884189, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.049018383026123 + ], + "opposite_logprob_tokens": [ + -0.04901840537786484 + ], + "logprob_reward": -3.049018383026123, + "yes_no_margin_reward": -3.0, + "token_credit_reward": -3.049018383026123, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.009526810608804226, + 0.9058489799499512, + 0.005416187923401594, + 0.02912532538175583, + 0.0018538400763645768, + 0.006869354285299778, + 0.00553091848269105, + 0.01554347388446331, + 0.009702752344310284, + 0.01058239582926035 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -3.049018383026123 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029926635324954987 + ], + "opposite_logprob_tokens": [ + -3.5299265384674072 + ], + "logprob_reward": -0.029926635324954987, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029926635324954987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057994503527879715, + 0.8701263666152954, + 0.00784587487578392, + 0.011134589090943336, + 0.004980523604899645, + 0.007706348318606615, + 0.007831492461264133, + 0.01509840413928032, + 0.009284785948693752, + 0.007997052744030952 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.029926635324954987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037868469953537 + ], + "opposite_logprob_tokens": [ + -2.3503787517547607 + ], + "logprob_reward": -0.10037868469953537, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037868469953537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18622544407844543, + 0.7260775566101074, + 0.012126738205552101, + 0.016743188723921776, + 0.00817517563700676, + 0.009702993556857109, + 0.00644927192479372, + 0.005707192700356245, + 0.010170564986765385, + 0.018621889874339104 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.10037868469953537 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004115730524063 + ], + "opposite_logprob_tokens": [ + -2.6950411796569824 + ], + "logprob_reward": -0.07004115730524063, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004115730524063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049863047897815704, + 0.6894147992134094, + 0.012713869102299213, + 0.08215267211198807, + 0.02181633561849594, + 0.028120940551161766, + 0.02021901123225689, + 0.029348930343985558, + 0.031408216804265976, + 0.03494223952293396 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.07004115730524063 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in monochrome with pencil crosshatch lines and sketched shading?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a clockwork knight crafted of polished brass sitting at a workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the knight methodically disassembling its left forearm using a tiny screwdriver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium shot and slowly tilt downward while zooming in to an extreme close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the internal components of the disassembled arm, including copper wires, springs, and gears, clearly visible?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371400758624077 + ], + "opposite_logprob_tokens": [ + -3.4087140560150146 + ], + "logprob_reward": -0.03371400758624077, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371400758624077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05739254504442215, + 0.8585981130599976, + 0.008970800787210464, + 0.01692708395421505, + 0.003975119441747665, + 0.009133626706898212, + 0.008855381049215794, + 0.009854705072939396, + 0.01908693090081215, + 0.007205653004348278 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.03371400758624077 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_8/index_tensor([5077, 5077])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_8/index_tensor([5077, 5077])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..401e8b729f49ac5c73e902b2e297cd312822e2f6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_8/index_tensor([5077, 5077])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low, static, wide-angle shot captures the iconic silver and blue M3 GTR parked on the cracked, oil-stained concrete floor of a dimly lit, cavernous underpass at dusk. The car's metallic silver paint gleams with a cold sheen under the harsh overhead fluorescent lights, casting long, sharp shadows and creating brilliant, mirror-like highlights across its aggressive widebody kit, prominent rear wing, and angular blue vinyl livery. After the engine is shut off, an echoing silence suddenly descends, and a violent, high-frequency tremor instantly rips through the body, causing the large rear spoiler to visibly tremble. This intense, under-sprung vibration transforms into a heavier, more pronounced tremor as the entire chassis deliberately rocks on its stiff racing suspension, its weight shifting from side to side in a series of gradually diminishing swaying movements. The movement gradually subsides, and the car slowly and heavily sinks into a final, profound silence. A palpable mechanical tension dissipates into the cool, quiet air, leaving only the machine's silent, majestic presence in the desolate urban environment.", + "seed": 14575, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_8/index_5077_seed_14575_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04902487434446812, + "vlm_logprob": -0.04902487434446812, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.04902487434446812, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04475601017475128 + ], + "opposite_logprob_tokens": [ + -3.1697559356689453 + ], + "logprob_reward": -0.04475601017475128, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04475601017475128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21142363548278809, + 0.11759353429079056, + 0.06376857310533524, + 0.06697449833154678, + 0.25825855135917664, + 0.03800633177161217, + 0.06206553429365158, + 0.09058663994073868, + 0.04360375553369522, + 0.04771896079182625 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.04475601017475128 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008661558851599693 + ], + "opposite_logprob_tokens": [ + -4.75866174697876 + ], + "logprob_reward": -0.008661558851599693, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008661558851599693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09747743606567383, + 0.12655583024024963, + 0.09664636850357056, + 0.13893438875675201, + 0.1502884179353714, + 0.049487777054309845, + 0.08289092034101486, + 0.16732773184776306, + 0.06253936886787415, + 0.027851732447743416 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.008661558851599693 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372703120112419 + ], + "opposite_logprob_tokens": [ + -3.408726930618286 + ], + "logprob_reward": -0.03372703120112419, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372703120112419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1991841197013855, + 0.13828706741333008, + 0.05473773553967476, + 0.05086473003029823, + 0.16507527232170105, + 0.04206019639968872, + 0.07383245974779129, + 0.09352684766054153, + 0.14476357400417328, + 0.03766801208257675 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.03372703120112419 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899043709039688 + ], + "opposite_logprob_tokens": [ + -2.5789904594421387 + ], + "logprob_reward": -0.07899043709039688, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899043709039688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08046352863311768, + 0.04588182643055916, + 0.1488175094127655, + 0.05945545434951782, + 0.1966153085231781, + 0.027917424216866493, + 0.09894745796918869, + 0.17826339602470398, + 0.051673080772161484, + 0.11196496337652206 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.07899043709039688 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898933440446854 + ], + "opposite_logprob_tokens": [ + -2.578989267349243 + ], + "logprob_reward": -0.07898933440446854, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898933440446854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2398698925971985, + 0.052062079310417175, + 0.04728061333298683, + 0.042619962245225906, + 0.08663426339626312, + 0.036108389496803284, + 0.07677379250526428, + 0.3143324851989746, + 0.058688145130872726, + 0.04563036933541298 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.07898933440446854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low, static, wide-angle shot captures the iconic silver and blue M3 GTR parked on the cracked, oil-stained concrete floor of a dimly lit, cavernous underpass at dusk. The car's metallic silver paint gleams with a cold sheen under the harsh overhead fluorescent lights, casting long, sharp shadows and creating brilliant, mirror-like highlights across its aggressive widebody kit, prominent rear wing, and angular blue vinyl livery. After the engine is shut off, an echoing silence suddenly descends, and a violent, high-frequency tremor instantly rips through the body, causing the large rear spoiler to visibly tremble. This intense, under-sprung vibration transforms into a heavier, more pronounced tremor as the entire chassis deliberately rocks on its stiff racing suspension, its weight shifting from side to side in a series of gradually diminishing swaying movements. The movement gradually subsides, and the car slowly and heavily sinks into a final, profound silence. A palpable mechanical tension dissipates into the cool, quiet air, leaving only the machine's silent, majestic presence in the desolate urban environment.", + "seed": 14576, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_8/index_5077_seed_14576_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.053846560418605804, + "vlm_logprob": -0.053846560418605804, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.053846560418605804, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08061522245407104 + ], + "opposite_logprob_tokens": [ + -2.580615282058716 + ], + "logprob_reward": -0.08061522245407104, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08061522245407104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.499557226896286, + 0.11449802666902542, + 0.0423528254032135, + 0.042784277349710464, + 0.059696681797504425, + 0.10913289338350296, + 0.024905811995267868, + 0.032691847532987595, + 0.0527741014957428, + 0.021606363356113434 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.08061522245407104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014222213998436928 + ], + "opposite_logprob_tokens": [ + -4.264222145080566 + ], + "logprob_reward": -0.014222213998436928, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014222213998436928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4721982181072235, + 0.15797242522239685, + 0.02930467575788498, + 0.037801261991262436, + 0.05362984165549278, + 0.13124816119670868, + 0.029943928122520447, + 0.029802771285176277, + 0.0439586415886879, + 0.014140070416033268 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.014222213998436928 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023299487307667732 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.023299487307667732, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023299487307667732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5816081166267395, + 0.05974772199988365, + 0.03891614079475403, + 0.05164322629570961, + 0.07812254875898361, + 0.024760009720921516, + 0.03540876507759094, + 0.054874856024980545, + 0.05711154639720917, + 0.017807070165872574 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023299487307667732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904535323381424 + ], + "opposite_logprob_tokens": [ + -2.464045286178589 + ], + "logprob_reward": -0.08904535323381424, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904535323381424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18831607699394226, + 0.05902184918522835, + 0.0822325348854065, + 0.07626866549253464, + 0.07548215985298157, + 0.3409182131290436, + 0.0400392971932888, + 0.04070553928613663, + 0.06466072052717209, + 0.03235495463013649 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.08904535323381424 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205052509903908 + ], + "opposite_logprob_tokens": [ + -2.8120505809783936 + ], + "logprob_reward": -0.06205052509903908, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205052509903908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09098751097917557, + 0.062093574553728104, + 0.06864851713180542, + 0.042701732367277145, + 0.06663727015256882, + 0.4416320025920868, + 0.05667871981859207, + 0.06594378501176834, + 0.06663238257169724, + 0.03804449364542961 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.06205052509903908 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low, static, wide-angle shot captures the iconic silver and blue M3 GTR parked on the cracked, oil-stained concrete floor of a dimly lit, cavernous underpass at dusk. The car's metallic silver paint gleams with a cold sheen under the harsh overhead fluorescent lights, casting long, sharp shadows and creating brilliant, mirror-like highlights across its aggressive widebody kit, prominent rear wing, and angular blue vinyl livery. After the engine is shut off, an echoing silence suddenly descends, and a violent, high-frequency tremor instantly rips through the body, causing the large rear spoiler to visibly tremble. This intense, under-sprung vibration transforms into a heavier, more pronounced tremor as the entire chassis deliberately rocks on its stiff racing suspension, its weight shifting from side to side in a series of gradually diminishing swaying movements. The movement gradually subsides, and the car slowly and heavily sinks into a final, profound silence. A palpable mechanical tension dissipates into the cool, quiet air, leaving only the machine's silent, majestic presence in the desolate urban environment.", + "seed": 14577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_8/index_5077_seed_14577_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08255997970700264, + "vlm_logprob": -0.08255997970700264, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.08255997970700264, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16362668573856354 + ], + "opposite_logprob_tokens": [ + -1.9136266708374023 + ], + "logprob_reward": -0.16362668573856354, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16362668573856354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21626165509223938, + 0.23203632235527039, + 0.015147099271416664, + 0.012442979030311108, + 0.05782438814640045, + 0.09892706573009491, + 0.1670757234096527, + 0.07402525097131729, + 0.109280526638031, + 0.01697901077568531 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.16362668573856354 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109820231795311 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.01109820231795311, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109820231795311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19792383909225464, + 0.16740164160728455, + 0.10733618587255478, + 0.13939803838729858, + 0.0652412548661232, + 0.08468396961688995, + 0.029144786298274994, + 0.029932815581560135, + 0.11581995338201523, + 0.06311753392219543 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01109820231795311 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004304975271225 + ], + "opposite_logprob_tokens": [ + -2.6950430870056152 + ], + "logprob_reward": -0.07004304975271225, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004304975271225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3167409896850586, + 0.1629655659198761, + 0.037441007792949677, + 0.07969041168689728, + 0.03506758064031601, + 0.12718774378299713, + 0.08209755271673203, + 0.11155292391777039, + 0.020897330716252327, + 0.026358895003795624 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.07004304975271225 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898933440446854 + ], + "opposite_logprob_tokens": [ + -2.578989267349243 + ], + "logprob_reward": -0.07898933440446854, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898933440446854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1596071869134903, + 0.1437033861875534, + 0.03723210096359253, + 0.06119421869516373, + 0.06586603820323944, + 0.0318869948387146, + 0.2197793424129486, + 0.053898002952337265, + 0.15212878584861755, + 0.07470396161079407 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.07898933440446854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904262632131577 + ], + "opposite_logprob_tokens": [ + -2.4640426635742188 + ], + "logprob_reward": -0.08904262632131577, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904262632131577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4533092975616455, + 0.084421806037426, + 0.02606886997818947, + 0.023571021854877472, + 0.023478703573346138, + 0.07119139283895493, + 0.048980168998241425, + 0.0795729011297226, + 0.08652274310588837, + 0.10288303345441818 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.08904262632131577 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low, static, wide-angle shot captures the iconic silver and blue M3 GTR parked on the cracked, oil-stained concrete floor of a dimly lit, cavernous underpass at dusk. The car's metallic silver paint gleams with a cold sheen under the harsh overhead fluorescent lights, casting long, sharp shadows and creating brilliant, mirror-like highlights across its aggressive widebody kit, prominent rear wing, and angular blue vinyl livery. After the engine is shut off, an echoing silence suddenly descends, and a violent, high-frequency tremor instantly rips through the body, causing the large rear spoiler to visibly tremble. This intense, under-sprung vibration transforms into a heavier, more pronounced tremor as the entire chassis deliberately rocks on its stiff racing suspension, its weight shifting from side to side in a series of gradually diminishing swaying movements. The movement gradually subsides, and the car slowly and heavily sinks into a final, profound silence. A palpable mechanical tension dissipates into the cool, quiet air, leaving only the machine's silent, majestic presence in the desolate urban environment.", + "seed": 14578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_8/index_5077_seed_14578_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06316471826285124, + "vlm_logprob": -0.06316471826285124, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.06316471826285124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031116539612412453 + ], + "opposite_logprob_tokens": [ + -3.531116485595703 + ], + "logprob_reward": -0.031116539612412453, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031116539612412453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15937763452529907, + 0.04604927450418472, + 0.13428494334220886, + 0.07880868762731552, + 0.030516255646944046, + 0.07420100271701813, + 0.034719616174697876, + 0.09817339479923248, + 0.09542819857597351, + 0.24844098091125488 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.031116539612412453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653049357235432 + ], + "opposite_logprob_tokens": [ + -4.758653163909912 + ], + "logprob_reward": -0.008653049357235432, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653049357235432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04735834524035454, + 0.17867428064346313, + 0.1263507753610611, + 0.03644748777151108, + 0.3006960153579712, + 0.04729050025343895, + 0.04141712188720703, + 0.04883214086294174, + 0.11624927073717117, + 0.0566839873790741 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.008653049357235432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789932981133461 + ], + "opposite_logprob_tokens": [ + -2.578993320465088 + ], + "logprob_reward": -0.0789932981133461, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789932981133461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028691250830888748, + 0.15648618340492249, + 0.13297346234321594, + 0.03472314402461052, + 0.05888085812330246, + 0.09665098786354065, + 0.03902978077530861, + 0.17789608240127563, + 0.17757537961006165, + 0.0970928892493248 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.0789932981133461 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704510986804962 + ], + "opposite_logprob_tokens": [ + -2.127045154571533 + ], + "logprob_reward": -0.12704510986804962, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704510986804962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11212657392024994, + 0.11365317553281784, + 0.038558680564165115, + 0.056213460862636566, + 0.18463779985904694, + 0.039306703954935074, + 0.03479946404695511, + 0.1562749743461609, + 0.08153929561376572, + 0.182889923453331 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.12704510986804962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low, static, wide-angle shot of a silver and blue M3 GTR parked in a dimly lit, cavernous underpass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car's paint metallic silver with a cold sheen, featuring an aggressive widebody kit, prominent rear wing, and angular blue vinyl livery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lighting consist of harsh overhead fluorescent lights casting long, sharp shadows and creating brilliant, mirror-like highlights on the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's chassis visibly rock from side to side in a series of gradually diminishing swaying movements after the engine is shut off?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the car slowly and heavily sinking into a final, profound silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001559436321259 + ], + "opposite_logprob_tokens": [ + -2.6950156688690186 + ], + "logprob_reward": -0.07001559436321259, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001559436321259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13237476348876953, + 0.08906282484531403, + 0.040036022663116455, + 0.10014116764068604, + 0.20727793872356415, + 0.03863377124071121, + 0.0442010872066021, + 0.13641604781150818, + 0.09006931632757187, + 0.12178706377744675 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.07001559436321259 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_9/index_tensor([6090, 6090])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_9/index_tensor([6090, 6090])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..96bda1a1a78cfbcd6402b1bb806aa5768033e451 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_9/index_tensor([6090, 6090])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, bird's-eye view, shot vertically from above, centers on a pristine white round plate with a slightly irregular crayon outline around its edge. The plate rests on a light brown tabletop with a distinctly hand-painted wood grain. Scattered haphazardly in the center are a few tiny, dry, light beige, irregular spherical food particles. Suddenly, a drop of crystal-clear water, seemingly animate, falls from outside the frame with pinpoint precision. As it touches one of the particles, a miracle occurs: instead of dissolving, the particle, like an enchanted paper flower, rapidly and magically blooms, transforming into a charming little fish with a lemon-yellow body and sky-blue fins. More drops of water follow, and other particles unfold one after another, transforming into five-pointed stars shimmering with a soft pink glow and a variety of colorful miniature marine creatures. The texture of the entire picture is full of crayon hand-painted brushstrokes, the color saturation is moderate, the tones are warm and dreamy, and there are no harsh shadows under the bright and soft diffuse light. Ultimately, a fairy tale microcosm full of wonder, innocence and infinite imagination is presented on the plate.", + "seed": 25725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_9/index_6090_seed_25725_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.006687961518764496, + "vlm_logprob": -0.006687961518764496, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.006687961518764496, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010497472248971462 + ], + "opposite_logprob_tokens": [ + -4.635497570037842 + ], + "logprob_reward": -0.010497472248971462, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010497472248971462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14692190289497375, + 0.035654466599226, + 0.056651026010513306, + 0.20852823555469513, + 0.05108342692255974, + 0.28934329748153687, + 0.024257510900497437, + 0.019275901839137077, + 0.1366172432899475, + 0.03166697919368744 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.010497472248971462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059571098536252975 + ], + "opposite_logprob_tokens": [ + -5.130957126617432 + ], + "logprob_reward": -0.0059571098536252975, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059571098536252975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21597281098365784, + 0.08538730442523956, + 0.026469096541404724, + 0.3493068814277649, + 0.028160816058516502, + 0.03340199962258339, + 0.021257033571600914, + 0.02976767159998417, + 0.18336926400661469, + 0.02690713480114937 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0059571098536252975 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076378220692276955 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.0076378220692276955, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076378220692276955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30691030621528625, + 0.04069257155060768, + 0.05427051708102226, + 0.1332933008670807, + 0.1142347902059555, + 0.038544055074453354, + 0.050869159400463104, + 0.05277135968208313, + 0.15747109055519104, + 0.05094287917017937 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0076378220692276955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099775105714798 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.004099775105714798, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099775105714798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16713157296180725, + 0.08925740420818329, + 0.05440482124686241, + 0.05518060177564621, + 0.07288488745689392, + 0.22992563247680664, + 0.07701507955789566, + 0.0642094612121582, + 0.11248806864023209, + 0.0775025486946106 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.004099775105714798 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247628316283226 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.005247628316283226, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247628316283226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12160506844520569, + 0.056283168494701385, + 0.06843439489603043, + 0.15892314910888672, + 0.05916814133524895, + 0.22600851953029633, + 0.05463827773928642, + 0.028870778158307076, + 0.1880572885274887, + 0.03801121935248375 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.005247628316283226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, bird's-eye view, shot vertically from above, centers on a pristine white round plate with a slightly irregular crayon outline around its edge. The plate rests on a light brown tabletop with a distinctly hand-painted wood grain. Scattered haphazardly in the center are a few tiny, dry, light beige, irregular spherical food particles. Suddenly, a drop of crystal-clear water, seemingly animate, falls from outside the frame with pinpoint precision. As it touches one of the particles, a miracle occurs: instead of dissolving, the particle, like an enchanted paper flower, rapidly and magically blooms, transforming into a charming little fish with a lemon-yellow body and sky-blue fins. More drops of water follow, and other particles unfold one after another, transforming into five-pointed stars shimmering with a soft pink glow and a variety of colorful miniature marine creatures. The texture of the entire picture is full of crayon hand-painted brushstrokes, the color saturation is moderate, the tones are warm and dreamy, and there are no harsh shadows under the bright and soft diffuse light. Ultimately, a fairy tale microcosm full of wonder, innocence and infinite imagination is presented on the plate.", + "seed": 25726, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_9/index_6090_seed_25726_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01349560059607029, + "vlm_logprob": -0.01349560059607029, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.01349560059607029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02431791089475155 + ], + "opposite_logprob_tokens": [ + -3.774317979812622 + ], + "logprob_reward": -0.02431791089475155, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02431791089475155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3773154318332672, + 0.062448274344205856, + 0.03316697105765343, + 0.18566225469112396, + 0.13815751671791077, + 0.07861876487731934, + 0.03180065378546715, + 0.013883012346923351, + 0.029135484248399734, + 0.04981163144111633 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.02431791089475155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649622090160847 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649622090160847, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649622090160847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3326626121997833, + 0.041016630828380585, + 0.07658272981643677, + 0.3292285203933716, + 0.10018882900476456, + 0.041296008974313736, + 0.03419477865099907, + 0.02165938727557659, + 0.009406277909874916, + 0.013764246366918087 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.008649622090160847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088075935840607 + ], + "opposite_logprob_tokens": [ + -4.141088008880615 + ], + "logprob_reward": -0.016088075935840607, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088075935840607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26050254702568054, + 0.0822383239865303, + 0.05747605860233307, + 0.20003356039524078, + 0.09780874848365784, + 0.14466127753257751, + 0.05529794096946716, + 0.040529828518629074, + 0.038369085639715195, + 0.0230825524777174 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.016088075935840607 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788844734430313 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.009788844734430313, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788844734430313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21628724038600922, + 0.22799049317836761, + 0.013945421203970909, + 0.12625335156917572, + 0.20617245137691498, + 0.07915883511304855, + 0.06929977983236313, + 0.019451983273029327, + 0.015972279012203217, + 0.02546810545027256 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.009788844734430313 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633549325168133 + ], + "opposite_logprob_tokens": [ + -4.758633613586426 + ], + "logprob_reward": -0.008633549325168133, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633549325168133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16811618208885193, + 0.06650140881538391, + 0.06890629231929779, + 0.0940537229180336, + 0.2659916877746582, + 0.18078799545764923, + 0.049640003591775894, + 0.027375750243663788, + 0.026235593482851982, + 0.05239138752222061 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.008633549325168133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, bird's-eye view, shot vertically from above, centers on a pristine white round plate with a slightly irregular crayon outline around its edge. The plate rests on a light brown tabletop with a distinctly hand-painted wood grain. Scattered haphazardly in the center are a few tiny, dry, light beige, irregular spherical food particles. Suddenly, a drop of crystal-clear water, seemingly animate, falls from outside the frame with pinpoint precision. As it touches one of the particles, a miracle occurs: instead of dissolving, the particle, like an enchanted paper flower, rapidly and magically blooms, transforming into a charming little fish with a lemon-yellow body and sky-blue fins. More drops of water follow, and other particles unfold one after another, transforming into five-pointed stars shimmering with a soft pink glow and a variety of colorful miniature marine creatures. The texture of the entire picture is full of crayon hand-painted brushstrokes, the color saturation is moderate, the tones are warm and dreamy, and there are no harsh shadows under the bright and soft diffuse light. Ultimately, a fairy tale microcosm full of wonder, innocence and infinite imagination is presented on the plate.", + "seed": 25727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_9/index_6090_seed_25727_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01893866332247853, + "vlm_logprob": -0.01893866332247853, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.01893866332247853, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030502282083034515 + ], + "opposite_logprob_tokens": [ + -3.5305023193359375 + ], + "logprob_reward": -0.030502282083034515, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030502282083034515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12482435256242752, + 0.03528403118252754, + 0.3108566105365753, + 0.015176779590547085, + 0.023972386494278908, + 0.06085826829075813, + 0.3813701570034027, + 0.02233114279806614, + 0.015630770474672318, + 0.009695518761873245 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.030502282083034515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208933338522911 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208933338522911, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208933338522911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02744097076356411, + 0.021842405200004578, + 0.3976397216320038, + 0.03667144849896431, + 0.011825218796730042, + 0.11998115479946136, + 0.29830312728881836, + 0.06109700724482536, + 0.010270444676280022, + 0.014928468503057957 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.014208933338522911 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09928685426712036, + 0.019337773323059082, + 0.3745777904987335, + 0.1460474580526352, + 0.03530725836753845, + 0.053988222032785416, + 0.05268879607319832, + 0.15546001493930817, + 0.03582542762160301, + 0.027480361983180046 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.008648204617202282 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371216356754303 + ], + "opposite_logprob_tokens": [ + -3.408712148666382 + ], + "logprob_reward": -0.03371216356754303, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371216356754303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0866648405790329, + 0.046657804399728775, + 0.0657089501619339, + 0.01898089051246643, + 0.07214176654815674, + 0.08781269192695618, + 0.38737258315086365, + 0.16498678922653198, + 0.027115317061543465, + 0.04255833849310875 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.03371216356754303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621733006089926 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.007621733006089926, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621733006089926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07024457305669785, + 0.02841123566031456, + 0.3267959952354431, + 0.022282365709543228, + 0.030481569468975067, + 0.07171519100666046, + 0.2638358771800995, + 0.14034053683280945, + 0.020665006712079048, + 0.025227639824151993 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.007621733006089926 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, bird's-eye view, shot vertically from above, centers on a pristine white round plate with a slightly irregular crayon outline around its edge. The plate rests on a light brown tabletop with a distinctly hand-painted wood grain. Scattered haphazardly in the center are a few tiny, dry, light beige, irregular spherical food particles. Suddenly, a drop of crystal-clear water, seemingly animate, falls from outside the frame with pinpoint precision. As it touches one of the particles, a miracle occurs: instead of dissolving, the particle, like an enchanted paper flower, rapidly and magically blooms, transforming into a charming little fish with a lemon-yellow body and sky-blue fins. More drops of water follow, and other particles unfold one after another, transforming into five-pointed stars shimmering with a soft pink glow and a variety of colorful miniature marine creatures. The texture of the entire picture is full of crayon hand-painted brushstrokes, the color saturation is moderate, the tones are warm and dreamy, and there are no harsh shadows under the bright and soft diffuse light. Ultimately, a fairy tale microcosm full of wonder, innocence and infinite imagination is presented on the plate.", + "seed": 25728, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000138/group_9/index_6090_seed_25728_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007304905820637942, + "vlm_logprob": -0.007304905820637942, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.007304905820637942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008118605241179466 + ], + "opposite_logprob_tokens": [ + -4.883118629455566 + ], + "logprob_reward": -0.008118605241179466, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008118605241179466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2524482011795044, + 0.21375350654125214, + 0.09905057400465012, + 0.03864951431751251, + 0.06219685077667236, + 0.030943620949983597, + 0.13723710179328918, + 0.045573875308036804, + 0.07254904508590698, + 0.047597672790288925 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.008118605241179466 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953673273324966 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.005953673273324966, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953673273324966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05749822035431862, + 0.03710147365927696, + 0.2595865726470947, + 0.1256016492843628, + 0.04502818360924721, + 0.019842932000756264, + 0.13277527689933777, + 0.11301228404045105, + 0.024177120998501778, + 0.1853763610124588 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.005953673273324966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082522571086884 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082522571086884, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082522571086884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18702927231788635, + 0.1358543187379837, + 0.1926119178533554, + 0.07236165553331375, + 0.053815875202417374, + 0.04879973828792572, + 0.04188527166843414, + 0.12802301347255707, + 0.0503111369907856, + 0.0893077701330185 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.011082522571086884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640880040824413 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004640880040824413, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640880040824413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0872485563158989, + 0.1205177828669548, + 0.17579740285873413, + 0.1045958399772644, + 0.0815020427107811, + 0.02411489188671112, + 0.03450031951069832, + 0.09939522296190262, + 0.017800454050302505, + 0.2545274794101715 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.004640880040824413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static bird's-eye view shot vertically from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a pristine white round plate with a slightly irregular crayon outline around its edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny, dry, light beige, irregular spherical food particles scatter in the center of the plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the particles transform into objects like a lemon-yellow fish with sky-blue fins and five-pointed stars shimmering with a soft pink glow upon contact with water drops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire image rendered with a texture of crayon hand-painted brushstrokes, moderate color saturation, warm tones, and no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006728847976773977 + ], + "opposite_logprob_tokens": [ + -5.006728649139404 + ], + "logprob_reward": -0.006728847976773977, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006728847976773977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12500984966754913, + 0.04713309556245804, + 0.15371917188167572, + 0.2301807701587677, + 0.05933639779686928, + 0.05356496572494507, + 0.09652625024318695, + 0.07498030364513397, + 0.059491824358701706, + 0.10005737841129303 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.006728847976773977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_0/index_tensor([3878, 3878])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_0/index_tensor([3878, 3878])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a39c0fed73abb377996219925692532e0aa4fc43 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_0/index_tensor([3878, 3878])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, tightly framed extreme close-up emulates the rich, painterly textures of Old Master still lifes, focusing on a vanilla plant against a deep, velvety black background. Dramatic black and white lighting sculpts the scene, with a single warm light source in the upper left corner casting long, soft shadows and creating a profound sense of depth. A thick, gnarled vine with a rough, bark-like texture snakes diagonally along the frame. Heavy from this vine hang several long, slender, waxy green pods, their surfaces ranging from deep forest green to light olive. Each pod has a subtle sheen and is meticulously detailed with faint longitudinal ridges. Clinging to the curved surfaces of the pods are perfectly spherical dewdrops, each gleaming like a tiny gem, catching sharp, mirrored highlights and refracting the warm light. Near the vine sit delicate, pale, milky orchid blossoms. Their trumpet-shaped petals appear almost translucent and fragile, their soft edges shimmering in the profound darkness. The entire composition is one of quiet, contemplative beauty, where the interplay of intense light and deep shadows highlights every minute texture, creating a timeless and atmospheric portrait of natural, serene elegance.", + "seed": 25920, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_0/index_3878_seed_25920_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01703654262237251, + "vlm_logprob": -0.01703654262237251, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.01703654262237251, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028609796427190304 + ], + "opposite_logprob_tokens": [ + -6.252861022949219 + ], + "logprob_reward": -0.0028609796427190304, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0028609796427190304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05435001850128174, + 0.04478608816862106, + 0.06816864013671875, + 0.028323817998170853, + 0.056572895497083664, + 0.05316653102636337, + 0.2288314700126648, + 0.25581884384155273, + 0.05589226260781288, + 0.15408945083618164 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.0028609796427190304 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026376964524388313 + ], + "opposite_logprob_tokens": [ + -3.651376962661743 + ], + "logprob_reward": -0.026376964524388313, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026376964524388313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1184544712305069, + 0.12783902883529663, + 0.13306553661823273, + 0.028303086757659912, + 0.04252324998378754, + 0.02927577495574951, + 0.024860836565494537, + 0.12069932371377945, + 0.027127202600240707, + 0.347851425409317 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.026376964524388313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316025733947754 + ], + "opposite_logprob_tokens": [ + -3.773315906524658 + ], + "logprob_reward": -0.023316025733947754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316025733947754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10713847726583481, + 0.05699634924530983, + 0.11167231947183609, + 0.018330560997128487, + 0.05479303374886513, + 0.05314790830016136, + 0.06790861487388611, + 0.4737265706062317, + 0.018323201686143875, + 0.03796299919486046 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.023316025733947754 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002821395406499505 + ], + "opposite_logprob_tokens": [ + -5.877821445465088 + ], + "logprob_reward": -0.002821395406499505, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002821395406499505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1320536732673645, + 0.1252092868089676, + 0.04329666122794151, + 0.06353479623794556, + 0.16417528688907623, + 0.09668055176734924, + 0.05876557528972626, + 0.022597279399633408, + 0.04829396307468414, + 0.24539290368556976 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.002821395406499505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807347804307938 + ], + "opposite_logprob_tokens": [ + -3.5298073291778564 + ], + "logprob_reward": -0.029807347804307938, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807347804307938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13480260968208313, + 0.06628122925758362, + 0.03637229651212692, + 0.05471400171518326, + 0.22511322796344757, + 0.06365182250738144, + 0.10995440930128098, + 0.04239273443818092, + 0.0429329089820385, + 0.22378471493721008 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.029807347804307938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tightly framed extreme close-up emulates the rich, painterly textures of Old Master still lifes, focusing on a vanilla plant against a deep, velvety black background. Dramatic black and white lighting sculpts the scene, with a single warm light source in the upper left corner casting long, soft shadows and creating a profound sense of depth. A thick, gnarled vine with a rough, bark-like texture snakes diagonally along the frame. Heavy from this vine hang several long, slender, waxy green pods, their surfaces ranging from deep forest green to light olive. Each pod has a subtle sheen and is meticulously detailed with faint longitudinal ridges. Clinging to the curved surfaces of the pods are perfectly spherical dewdrops, each gleaming like a tiny gem, catching sharp, mirrored highlights and refracting the warm light. Near the vine sit delicate, pale, milky orchid blossoms. Their trumpet-shaped petals appear almost translucent and fragile, their soft edges shimmering in the profound darkness. The entire composition is one of quiet, contemplative beauty, where the interplay of intense light and deep shadows highlights every minute texture, creating a timeless and atmospheric portrait of natural, serene elegance.", + "seed": 25921, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_0/index_3878_seed_25921_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020474416948854924, + "vlm_logprob": -0.020474416948854924, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.020474416948854924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004430715925991535 + ], + "opposite_logprob_tokens": [ + -5.629430770874023 + ], + "logprob_reward": -0.004430715925991535, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004430715925991535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06508715450763702, + 0.03400544822216034, + 0.43952515721321106, + 0.09019478410482407, + 0.03766755387187004, + 0.022098099812865257, + 0.06088164076209068, + 0.06813871115446091, + 0.0891008973121643, + 0.09330051392316818 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.004430715925991535 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029844950884580612 + ], + "opposite_logprob_tokens": [ + -3.5298449993133545 + ], + "logprob_reward": -0.029844950884580612, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029844950884580612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09957969188690186, + 0.03911576420068741, + 0.09472137689590454, + 0.3443548381328583, + 0.08345899730920792, + 0.07453607767820358, + 0.02503242716193199, + 0.03342565894126892, + 0.13493897020816803, + 0.07083618640899658 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.029844950884580612 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812277689576149 + ], + "opposite_logprob_tokens": [ + -3.2881228923797607 + ], + "logprob_reward": -0.03812277689576149, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812277689576149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05609573796391487, + 0.08972062915563583, + 0.29554319381713867, + 0.05672620236873627, + 0.2995002269744873, + 0.03800399228930473, + 0.023664608597755432, + 0.01930166967213154, + 0.10215136408805847, + 0.019292354583740234 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.03812277689576149 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619549795985222 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.003619549795985222, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619549795985222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08210841566324234, + 0.07531969994306564, + 0.16290247440338135, + 0.07392110675573349, + 0.23528070747852325, + 0.040727559477090836, + 0.03533974289894104, + 0.07815473526716232, + 0.18598514795303345, + 0.030260443687438965 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.003619549795985222 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354091241955757 + ], + "opposite_logprob_tokens": [ + -3.6513540744781494 + ], + "logprob_reward": -0.026354091241955757, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354091241955757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09807047247886658, + 0.058666422963142395, + 0.14872010052204132, + 0.07305179536342621, + 0.1521824449300766, + 0.0454484298825264, + 0.06551320105791092, + 0.10933908820152283, + 0.1976209580898285, + 0.05138706788420677 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.026354091241955757 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tightly framed extreme close-up emulates the rich, painterly textures of Old Master still lifes, focusing on a vanilla plant against a deep, velvety black background. Dramatic black and white lighting sculpts the scene, with a single warm light source in the upper left corner casting long, soft shadows and creating a profound sense of depth. A thick, gnarled vine with a rough, bark-like texture snakes diagonally along the frame. Heavy from this vine hang several long, slender, waxy green pods, their surfaces ranging from deep forest green to light olive. Each pod has a subtle sheen and is meticulously detailed with faint longitudinal ridges. Clinging to the curved surfaces of the pods are perfectly spherical dewdrops, each gleaming like a tiny gem, catching sharp, mirrored highlights and refracting the warm light. Near the vine sit delicate, pale, milky orchid blossoms. Their trumpet-shaped petals appear almost translucent and fragile, their soft edges shimmering in the profound darkness. The entire composition is one of quiet, contemplative beauty, where the interplay of intense light and deep shadows highlights every minute texture, creating a timeless and atmospheric portrait of natural, serene elegance.", + "seed": 25922, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_0/index_3878_seed_25922_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03149634466972202, + "vlm_logprob": -0.03149634466972202, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.03149634466972202, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009207525290548801 + ], + "opposite_logprob_tokens": [ + -4.759207725524902 + ], + "logprob_reward": -0.009207525290548801, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009207525290548801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1603795289993286, + 0.15917856991291046, + 0.1111367791891098, + 0.09584333002567291, + 0.02906150370836258, + 0.03055553510785103, + 0.03870871290564537, + 0.10124967992305756, + 0.0478329174220562, + 0.2260534167289734 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.009207525290548801 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062094107270240784 + ], + "opposite_logprob_tokens": [ + -2.812094211578369 + ], + "logprob_reward": -0.062094107270240784, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062094107270240784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2595219910144806, + 0.33557483553886414, + 0.01985384151339531, + 0.06223083660006523, + 0.008324408903717995, + 0.017710978165268898, + 0.021602287888526917, + 0.044317323714494705, + 0.041557490825653076, + 0.18930593132972717 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.062094107270240784 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003659754991531 + ], + "opposite_logprob_tokens": [ + -2.6950366497039795 + ], + "logprob_reward": -0.07003659754991531, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003659754991531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3361859917640686, + 0.1498149186372757, + 0.04459647461771965, + 0.043657589703798294, + 0.036048006266355515, + 0.0898795947432518, + 0.0224963016808033, + 0.0394933708012104, + 0.045530736446380615, + 0.1922970861196518 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07003659754991531 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001943962532095611 + ], + "opposite_logprob_tokens": [ + -6.251944065093994 + ], + "logprob_reward": -0.001943962532095611, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001943962532095611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1669221967458725, + 0.14654769003391266, + 0.11643373221158981, + 0.058697689324617386, + 0.02509002946317196, + 0.04307645931839943, + 0.07349024713039398, + 0.04451998695731163, + 0.0678148940205574, + 0.2574070692062378 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.001943962532095611 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199530705809593 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199530705809593, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199530705809593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2514788806438446, + 0.08548348397016525, + 0.025802012532949448, + 0.041245900094509125, + 0.018390607088804245, + 0.058262430131435394, + 0.08159429579973221, + 0.18252427875995636, + 0.10419110208749771, + 0.15102696418762207 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.014199530705809593 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tightly framed extreme close-up emulates the rich, painterly textures of Old Master still lifes, focusing on a vanilla plant against a deep, velvety black background. Dramatic black and white lighting sculpts the scene, with a single warm light source in the upper left corner casting long, soft shadows and creating a profound sense of depth. A thick, gnarled vine with a rough, bark-like texture snakes diagonally along the frame. Heavy from this vine hang several long, slender, waxy green pods, their surfaces ranging from deep forest green to light olive. Each pod has a subtle sheen and is meticulously detailed with faint longitudinal ridges. Clinging to the curved surfaces of the pods are perfectly spherical dewdrops, each gleaming like a tiny gem, catching sharp, mirrored highlights and refracting the warm light. Near the vine sit delicate, pale, milky orchid blossoms. Their trumpet-shaped petals appear almost translucent and fragile, their soft edges shimmering in the profound darkness. The entire composition is one of quiet, contemplative beauty, where the interplay of intense light and deep shadows highlights every minute texture, creating a timeless and atmospheric portrait of natural, serene elegance.", + "seed": 25923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_0/index_3878_seed_25923_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04295991690596566, + "vlm_logprob": -0.04295991690596566, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.04295991690596566, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004329949617385864 + ], + "opposite_logprob_tokens": [ + -5.879330158233643 + ], + "logprob_reward": -0.004329949617385864, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.004329949617385864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18914861977100372, + 0.06590811908245087, + 0.15524423122406006, + 0.04114371910691261, + 0.05708182975649834, + 0.0642092153429985, + 0.051201097667217255, + 0.04266311600804329, + 0.28431054949760437, + 0.04908953979611397 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.004329949617385864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297184973955154 + ], + "opposite_logprob_tokens": [ + -2.237971782684326 + ], + "logprob_reward": -0.11297184973955154, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297184973955154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17353126406669617, + 0.2645387351512909, + 0.08410243690013885, + 0.019320650026202202, + 0.09600783884525299, + 0.08607953041791916, + 0.06576864421367645, + 0.0963323786854744, + 0.05647962912917137, + 0.05783887580037117 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.11297184973955154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905331045389175 + ], + "opposite_logprob_tokens": [ + -2.4640533924102783 + ], + "logprob_reward": -0.08905331045389175, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905331045389175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19341324269771576, + 0.102634958922863, + 0.14659592509269714, + 0.03492308408021927, + 0.14406037330627441, + 0.0690239816904068, + 0.05111318454146385, + 0.1071944460272789, + 0.0702388808131218, + 0.08080186694860458 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.08905331045389175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008139872807078063 + ], + "opposite_logprob_tokens": [ + -7.125813961029053 + ], + "logprob_reward": -0.0008139872807078063, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008139872807078063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2936186194419861, + 0.12608623504638672, + 0.02450309693813324, + 0.04100807011127472, + 0.02628125250339508, + 0.03567720204591751, + 0.030563851818442345, + 0.04712719842791557, + 0.2870476543903351, + 0.08808676153421402 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0008139872807078063 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a tight frame focusing on a vanilla plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a single warm light source in the upper left corner casting long, soft shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are long, slender, waxy green pods with faint longitudinal ridges hanging from a thick, gnarled vine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are perfectly spherical dewdrops clinging to the pods and delicate, pale, milky orchid blossoms visible near the vine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630487438291311 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630487438291311, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630487438291311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15656206011772156, + 0.03858262673020363, + 0.030874773859977722, + 0.01700538396835327, + 0.02554520219564438, + 0.04216957464814186, + 0.06630247831344604, + 0.11615443229675293, + 0.3136022686958313, + 0.19320115447044373 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.007630487438291311 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_1/index_tensor([8183, 8183])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_1/index_tensor([8183, 8183])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..55242f0f25fcf782087e9c17756aa5e3483dd3eb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_1/index_tensor([8183, 8183])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up meticulously documents the deformation of a flat, matte, charcoal-gray painted metal surface. Under the glare of harsh, direct overhead lighting, a faint, uniform texture is revealed, as an invisible, intense heat source acts from below, acting on a single, central point. When a slight swelling first appears, the movement unfolds slowly and relentlessly, barely disrupting the plane. The camera maintains tight focus as the dark paint layer visibly stretches, its matte finish developing a slight, nervous sheen as it stretches upward. The paint steadily layers from the metal base, creating a growing, hemispherical bubble that rises with a quiet, unstoppable force. The bubble's surface becomes smooth and taut, reflecting a sharp, white, mirror-like highlight at its peak before the movement finally ceases, leaving a single, permanent, perfectly formed bubble on the otherwise uniform surface. The entire process is captured in surreal detail, creating a tense, clinical atmosphere focused on the quiet, violent failure of material.", + "seed": 23110, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_1/index_8183_seed_23110_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5019845481961965, + "vlm_logprob": -0.5019845481961965, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.5019845481961965, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.238809823989868 + ], + "opposite_logprob_tokens": [ + -0.11380977183580399 + ], + "logprob_reward": -2.238809823989868, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.238809823989868, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16455692052841187, + 0.2357923835515976, + 0.06214550882577896, + 0.04661437124013901, + 0.10755369067192078, + 0.07154247909784317, + 0.07788349688053131, + 0.09591850638389587, + 0.07384949922561646, + 0.06414314359426498 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -2.238809823989868 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2017286717891693 + ], + "opposite_logprob_tokens": [ + -1.7017287015914917 + ], + "logprob_reward": -0.2017286717891693, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2017286717891693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09729863703250885, + 0.3064063489437103, + 0.06952931731939316, + 0.06577025353908539, + 0.04351435974240303, + 0.09936290979385376, + 0.05700387433171272, + 0.07585949450731277, + 0.09438758343458176, + 0.09086725860834122 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.2017286717891693 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006781183648854494 + ], + "opposite_logprob_tokens": [ + -5.006781101226807 + ], + "logprob_reward": -0.006781183648854494, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006781183648854494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18693719804286957, + 0.24052847921848297, + 0.10756972432136536, + 0.03197476640343666, + 0.06426446884870529, + 0.05780234932899475, + 0.07505813986063004, + 0.0915280133485794, + 0.08682885020971298, + 0.057508036494255066 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.006781183648854494 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007640188094228506 + ], + "opposite_logprob_tokens": [ + -4.882640361785889 + ], + "logprob_reward": -0.007640188094228506, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007640188094228506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16822709143161774, + 0.22565659880638123, + 0.09179241210222244, + 0.03595266491174698, + 0.05290980637073517, + 0.1703363060951233, + 0.07129979133605957, + 0.05793623626232147, + 0.07235253602266312, + 0.053536538034677505 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.007640188094228506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054962873458862305 + ], + "opposite_logprob_tokens": [ + -2.9299628734588623 + ], + "logprob_reward": -0.054962873458862305, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054962873458862305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22313185036182404, + 0.10001001507043839, + 0.08707477152347565, + 0.04150628298521042, + 0.112399160861969, + 0.16501814126968384, + 0.07496073842048645, + 0.04922967031598091, + 0.09457778185606003, + 0.05209159478545189 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.054962873458862305 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up meticulously documents the deformation of a flat, matte, charcoal-gray painted metal surface. Under the glare of harsh, direct overhead lighting, a faint, uniform texture is revealed, as an invisible, intense heat source acts from below, acting on a single, central point. When a slight swelling first appears, the movement unfolds slowly and relentlessly, barely disrupting the plane. The camera maintains tight focus as the dark paint layer visibly stretches, its matte finish developing a slight, nervous sheen as it stretches upward. The paint steadily layers from the metal base, creating a growing, hemispherical bubble that rises with a quiet, unstoppable force. The bubble's surface becomes smooth and taut, reflecting a sharp, white, mirror-like highlight at its peak before the movement finally ceases, leaving a single, permanent, perfectly formed bubble on the otherwise uniform surface. The entire process is captured in surreal detail, creating a tense, clinical atmosphere focused on the quiet, violent failure of material.", + "seed": 23111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_1/index_8183_seed_23111_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4005692662205547, + "vlm_logprob": -0.4005692662205547, + "vlm_yes_no_margin": 2.624999988079071, + "vlm_token_credit": -0.4005692662205547, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6018304824829102 + ], + "opposite_logprob_tokens": [ + -0.22683051228523254 + ], + "logprob_reward": -1.6018304824829102, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6018304824829102, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11041299253702164, + 0.07836596667766571, + 0.14652587473392487, + 0.06933461874723434, + 0.3061339557170868, + 0.03868209943175316, + 0.049102164804935455, + 0.023772919550538063, + 0.05565175414085388, + 0.12201762944459915 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -1.6018304824829102 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135443329811096 + ], + "opposite_logprob_tokens": [ + -1.3135442733764648 + ], + "logprob_reward": -0.3135443329811096, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3135443329811096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11678659170866013, + 0.06229478120803833, + 0.20451977849006653, + 0.13351018726825714, + 0.23008102178573608, + 0.04342171177268028, + 0.03445255383849144, + 0.02628450281918049, + 0.03189799189567566, + 0.1167507916688919 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.3135443329811096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032137196976691484 + ], + "opposite_logprob_tokens": [ + -5.753213882446289 + ], + "logprob_reward": -0.0032137196976691484, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032137196976691484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05849476158618927, + 0.08052489906549454, + 0.12758134305477142, + 0.1200466975569725, + 0.38537442684173584, + 0.08418039977550507, + 0.024015793576836586, + 0.01768430694937706, + 0.01846185140311718, + 0.08363557606935501 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.0032137196976691484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258656572550535 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.005258656572550535, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258656572550535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22058716416358948, + 0.07554607093334198, + 0.06422071158885956, + 0.20705386996269226, + 0.23758463561534882, + 0.06598711013793945, + 0.031669434159994125, + 0.01810401678085327, + 0.02980620414018631, + 0.04944079741835594 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.005258656572550535 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899913936853409 + ], + "opposite_logprob_tokens": [ + -2.5789990425109863 + ], + "logprob_reward": -0.07899913936853409, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899913936853409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06804389506578445, + 0.04262777790427208, + 0.06792391836643219, + 0.09533343464136124, + 0.08164013177156448, + 0.4235621690750122, + 0.056872643530368805, + 0.024655034765601158, + 0.04694100469350815, + 0.09239998459815979 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.07899913936853409 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up meticulously documents the deformation of a flat, matte, charcoal-gray painted metal surface. Under the glare of harsh, direct overhead lighting, a faint, uniform texture is revealed, as an invisible, intense heat source acts from below, acting on a single, central point. When a slight swelling first appears, the movement unfolds slowly and relentlessly, barely disrupting the plane. The camera maintains tight focus as the dark paint layer visibly stretches, its matte finish developing a slight, nervous sheen as it stretches upward. The paint steadily layers from the metal base, creating a growing, hemispherical bubble that rises with a quiet, unstoppable force. The bubble's surface becomes smooth and taut, reflecting a sharp, white, mirror-like highlight at its peak before the movement finally ceases, leaving a single, permanent, perfectly formed bubble on the otherwise uniform surface. The entire process is captured in surreal detail, creating a tense, clinical atmosphere focused on the quiet, violent failure of material.", + "seed": 23112, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_1/index_8183_seed_23112_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5588334513828158, + "vlm_logprob": -0.5588334513828158, + "vlm_yes_no_margin": 2.2749999940395353, + "vlm_token_credit": -0.5588334513828158, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2383813858032227 + ], + "opposite_logprob_tokens": [ + -0.11338137090206146 + ], + "logprob_reward": -2.2383813858032227, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2383813858032227, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2676667273044586, + 0.035766590386629105, + 0.21681053936481476, + 0.048419419676065445, + 0.026579665020108223, + 0.2608957588672638, + 0.04892873018980026, + 0.022901039570569992, + 0.04946795850992203, + 0.022563548758625984 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -2.2383813858032227 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4744822084903717 + ], + "opposite_logprob_tokens": [ + -0.9744821786880493 + ], + "logprob_reward": -0.4744822084903717, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4744822084903717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1222250908613205, + 0.07481557130813599, + 0.24591995775699615, + 0.052655670791864395, + 0.1018989160656929, + 0.18625351786613464, + 0.02709954045712948, + 0.02877136692404747, + 0.09982319921255112, + 0.06053717061877251 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.4744822084903717 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005301346071064472 + ], + "opposite_logprob_tokens": [ + -5.255301475524902 + ], + "logprob_reward": -0.005301346071064472, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005301346071064472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1548561304807663, + 0.0881861075758934, + 0.17204003036022186, + 0.06933390349149704, + 0.0539042092859745, + 0.316778302192688, + 0.05089135468006134, + 0.025047138333320618, + 0.03756289184093475, + 0.031399887055158615 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.005301346071064472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961494520306587 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961494520306587, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961494520306587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05552032217383385, + 0.027661867439746857, + 0.1163819208741188, + 0.05508456006646156, + 0.05077534541487694, + 0.603635847568512, + 0.031186267733573914, + 0.01721050776541233, + 0.013520726002752781, + 0.02902263216674328 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.005961494520306587 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004082202911377 + ], + "opposite_logprob_tokens": [ + -2.695040702819824 + ], + "logprob_reward": -0.07004082202911377, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004082202911377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21356038749217987, + 0.06274484097957611, + 0.10916794836521149, + 0.06212659552693367, + 0.09186334908008575, + 0.14889906346797943, + 0.16684594750404358, + 0.018710777163505554, + 0.03528767451643944, + 0.09079349040985107 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.07004082202911377 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up meticulously documents the deformation of a flat, matte, charcoal-gray painted metal surface. Under the glare of harsh, direct overhead lighting, a faint, uniform texture is revealed, as an invisible, intense heat source acts from below, acting on a single, central point. When a slight swelling first appears, the movement unfolds slowly and relentlessly, barely disrupting the plane. The camera maintains tight focus as the dark paint layer visibly stretches, its matte finish developing a slight, nervous sheen as it stretches upward. The paint steadily layers from the metal base, creating a growing, hemispherical bubble that rises with a quiet, unstoppable force. The bubble's surface becomes smooth and taut, reflecting a sharp, white, mirror-like highlight at its peak before the movement finally ceases, leaving a single, permanent, perfectly formed bubble on the otherwise uniform surface. The entire process is captured in surreal detail, creating a tense, clinical atmosphere focused on the quiet, violent failure of material.", + "seed": 23113, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_1/index_8183_seed_23113_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2957956654019654, + "vlm_logprob": -0.2957956654019654, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.2957956654019654, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5774929523468018 + ], + "opposite_logprob_tokens": [ + -0.8274929523468018 + ], + "logprob_reward": -0.5774929523468018, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5774929523468018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15516142547130585, + 0.1891046017408371, + 0.2704269289970398, + 0.028563939034938812, + 0.07085314393043518, + 0.02109398879110813, + 0.0816839262843132, + 0.052661772817373276, + 0.07226183265447617, + 0.05818843096494675 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.5774929523468018 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711524963378906 + ], + "opposite_logprob_tokens": [ + -2.127115249633789 + ], + "logprob_reward": -0.12711524963378906, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711524963378906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1860150396823883, + 0.09347957372665405, + 0.2547566592693329, + 0.0931251272559166, + 0.06949518620967865, + 0.02568780817091465, + 0.07494163513183594, + 0.08955544233322144, + 0.0640517845749855, + 0.04889179393649101 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.12711524963378906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006755963433533907 + ], + "opposite_logprob_tokens": [ + -5.006755828857422 + ], + "logprob_reward": -0.006755963433533907, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006755963433533907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21692314743995667, + 0.15035496652126312, + 0.07099279761314392, + 0.04514967277646065, + 0.031094497069716454, + 0.037930749356746674, + 0.09589843451976776, + 0.08890049904584885, + 0.05573100224137306, + 0.20702426135540009 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.006755963433533907 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978860817849636 + ], + "opposite_logprob_tokens": [ + -4.634788513183594 + ], + "logprob_reward": -0.00978860817849636, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978860817849636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10603386163711548, + 0.10187121480703354, + 0.17877134680747986, + 0.0394468829035759, + 0.051587849855422974, + 0.032556597143411636, + 0.06361694633960724, + 0.08316940069198608, + 0.06970825046300888, + 0.2732376754283905 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.00978860817849636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a flat, matte, charcoal-gray painted metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by harsh, direct overhead lighting that reveals a faint, uniform texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single, central point on the surface swell slowly to form a growing, hemispherical bubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the rising bubble develop a smooth, taut surface with a sharp, white, mirror-like highlight at its peak?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the movement ceasing, leaving a single, permanent, perfectly formed bubble on the surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578255534172058 + ], + "opposite_logprob_tokens": [ + -0.6328255534172058 + ], + "logprob_reward": -0.7578255534172058, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578255534172058, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11547505110502243, + 0.09997347742319107, + 0.05627264454960823, + 0.03563970699906349, + 0.03135120868682861, + 0.047654397785663605, + 0.15511329472064972, + 0.14611276984214783, + 0.1730823963880539, + 0.1393250674009323 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.7578255534172058 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_10/index_tensor([7813, 7813])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_10/index_tensor([7813, 7813])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8e07a4d1d47f7c736527712b895f5539b3b42df5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_10/index_tensor([7813, 7813])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic, static macro close-up, positioned at an intimate eye level, captures a vibrant digital illustration-style rendering of a red-eyed tree frog. The frog's skin is a supersaturated, almost luminous lime green, its texture smooth and moist. Its iconic, bulging crimson eyes, wide open with vertical, slit-like black pupils, convey a sense of alert stillness. It perches gracefully on a glossy, oversized tropical leaf, a deep emerald hue with a waxy surface and distinct veining. The frog's slender body is taut as it squats low, its vibrant orange toes, each tipped with a distinct, sticky-looking pad, spread wide apart for impeccable balance. Countless tiny, spherical dewdrops cling to the leaf, each shimmering like a microscopic crystal, capturing and refracting ambient light with sharp, clean highlights. The scene is set against a lush, out-of-focus jungle at dusk, the leaves melting into a soft, dreamy bokeh composed of deep blues, purples, and muted greens. The entire composition is defined by super-saturated colors and clean, sharp lines, creating a serene yet intensely vivid atmosphere that is both magical and surreal.", + "seed": 3104, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_10/index_7813_seed_3104_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02709978576749563, + "vlm_logprob": -0.02709978576749563, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02709978576749563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02131822146475315 + ], + "opposite_logprob_tokens": [ + -3.896318197250366 + ], + "logprob_reward": -0.02131822146475315, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02131822146475315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12395035475492477, + 0.07377734780311584, + 0.06585251539945602, + 0.18262812495231628, + 0.11640434712171555, + 0.05778137221932411, + 0.05874330922961235, + 0.1632346361875534, + 0.11246943473815918, + 0.04515855386853218 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.02131822146475315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498839981853962 + ], + "opposite_logprob_tokens": [ + -6.002498626708984 + ], + "logprob_reward": -0.002498839981853962, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498839981853962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3178081214427948, + 0.08380994945764542, + 0.1050531193614006, + 0.10053001344203949, + 0.05033503845334053, + 0.033853981643915176, + 0.03480164706707001, + 0.10139758139848709, + 0.050841063261032104, + 0.12156952172517776 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.002498839981853962 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298323154449463 + ], + "opposite_logprob_tokens": [ + -3.7732982635498047 + ], + "logprob_reward": -0.023298323154449463, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298323154449463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10656189918518066, + 0.06306485831737518, + 0.0721728652715683, + 0.04341356083750725, + 0.1125578060746193, + 0.04061909019947052, + 0.05184366554021835, + 0.12323573231697083, + 0.18126316368579865, + 0.20526736974716187 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.023298323154449463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344221085309982 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344221085309982, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344221085309982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14268381893634796, + 0.05669359117746353, + 0.062196675688028336, + 0.05332003906369209, + 0.0651097446680069, + 0.05163278803229332, + 0.14018745720386505, + 0.11762671172618866, + 0.09004461765289307, + 0.2205045074224472 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.026344221085309982 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620393231511116 + ], + "opposite_logprob_tokens": [ + -2.812039375305176 + ], + "logprob_reward": -0.0620393231511116, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620393231511116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1470794677734375, + 0.04496527835726738, + 0.06679847836494446, + 0.10097277164459229, + 0.16544130444526672, + 0.02860923856496811, + 0.06203504279255867, + 0.2269124835729599, + 0.08676060289144516, + 0.0704253613948822 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.0620393231511116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, static macro close-up, positioned at an intimate eye level, captures a vibrant digital illustration-style rendering of a red-eyed tree frog. The frog's skin is a supersaturated, almost luminous lime green, its texture smooth and moist. Its iconic, bulging crimson eyes, wide open with vertical, slit-like black pupils, convey a sense of alert stillness. It perches gracefully on a glossy, oversized tropical leaf, a deep emerald hue with a waxy surface and distinct veining. The frog's slender body is taut as it squats low, its vibrant orange toes, each tipped with a distinct, sticky-looking pad, spread wide apart for impeccable balance. Countless tiny, spherical dewdrops cling to the leaf, each shimmering like a microscopic crystal, capturing and refracting ambient light with sharp, clean highlights. The scene is set against a lush, out-of-focus jungle at dusk, the leaves melting into a soft, dreamy bokeh composed of deep blues, purples, and muted greens. The entire composition is defined by super-saturated colors and clean, sharp lines, creating a serene yet intensely vivid atmosphere that is both magical and surreal.", + "seed": 3105, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_10/index_7813_seed_3105_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0289584806188941, + "vlm_logprob": -0.0289584806188941, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.0289584806188941, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049463141709566116 + ], + "opposite_logprob_tokens": [ + -3.0494630336761475 + ], + "logprob_reward": -0.049463141709566116, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049463141709566116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20171523094177246, + 0.1586211919784546, + 0.06637486815452576, + 0.1353350430727005, + 0.07742162048816681, + 0.10457511246204376, + 0.13661019504070282, + 0.031106024980545044, + 0.051160797476768494, + 0.037079911679029465 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.049463141709566116 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004649660550057888 + ], + "opposite_logprob_tokens": [ + -5.379649639129639 + ], + "logprob_reward": -0.004649660550057888, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004649660550057888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09172535687685013, + 0.17493681609630585, + 0.43727824091911316, + 0.04929489269852638, + 0.023177489638328552, + 0.022345036268234253, + 0.13156218826770782, + 0.04293559491634369, + 0.012960423715412617, + 0.013784029521048069 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.004649660550057888 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370225057005882 + ], + "opposite_logprob_tokens": [ + -3.4087021350860596 + ], + "logprob_reward": -0.03370225057005882, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370225057005882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3088172376155853, + 0.09371952712535858, + 0.28750911355018616, + 0.0657208114862442, + 0.06238548830151558, + 0.01475678663700819, + 0.07370725274085999, + 0.07432059943675995, + 0.010934345424175262, + 0.008128867484629154 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03370225057005882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369544818997383 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.03369544818997383, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369544818997383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3709219694137573, + 0.08698420226573944, + 0.19912153482437134, + 0.025243235751986504, + 0.024392463266849518, + 0.07423405349254608, + 0.11481659859418869, + 0.045503560453653336, + 0.02535538747906685, + 0.03342694789171219 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.03369544818997383 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023281902074813843 + ], + "opposite_logprob_tokens": [ + -3.7732818126678467 + ], + "logprob_reward": -0.023281902074813843, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023281902074813843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1640998274087906, + 0.09149301052093506, + 0.21509648859500885, + 0.04741409048438072, + 0.013713655062019825, + 0.031663380563259125, + 0.3401682674884796, + 0.01799079217016697, + 0.037406403571367264, + 0.04095416143536568 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.023281902074813843 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, static macro close-up, positioned at an intimate eye level, captures a vibrant digital illustration-style rendering of a red-eyed tree frog. The frog's skin is a supersaturated, almost luminous lime green, its texture smooth and moist. Its iconic, bulging crimson eyes, wide open with vertical, slit-like black pupils, convey a sense of alert stillness. It perches gracefully on a glossy, oversized tropical leaf, a deep emerald hue with a waxy surface and distinct veining. The frog's slender body is taut as it squats low, its vibrant orange toes, each tipped with a distinct, sticky-looking pad, spread wide apart for impeccable balance. Countless tiny, spherical dewdrops cling to the leaf, each shimmering like a microscopic crystal, capturing and refracting ambient light with sharp, clean highlights. The scene is set against a lush, out-of-focus jungle at dusk, the leaves melting into a soft, dreamy bokeh composed of deep blues, purples, and muted greens. The entire composition is defined by super-saturated colors and clean, sharp lines, creating a serene yet intensely vivid atmosphere that is both magical and surreal.", + "seed": 3106, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_10/index_7813_seed_3106_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024573215562850238, + "vlm_logprob": -0.024573215562850238, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.024573215562850238, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011641308665275574 + ], + "opposite_logprob_tokens": [ + -4.511641502380371 + ], + "logprob_reward": -0.011641308665275574, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011641308665275574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04276777058839798, + 0.03232502564787865, + 0.014311287552118301, + 0.026615042239427567, + 0.025349492207169533, + 0.11638052761554718, + 0.27633821964263916, + 0.17103104293346405, + 0.2018628567457199, + 0.09301874786615372 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.011641308665275574 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003202312160283327 + ], + "opposite_logprob_tokens": [ + -5.753202438354492 + ], + "logprob_reward": -0.003202312160283327, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003202312160283327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1717977672815323, + 0.11347253620624542, + 0.048079222440719604, + 0.05078476667404175, + 0.05124419555068016, + 0.05995938554406166, + 0.20568020641803741, + 0.13374845683574677, + 0.035377539694309235, + 0.1298559308052063 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.003202312160283327 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293431848287582 + ], + "opposite_logprob_tokens": [ + -3.7732934951782227 + ], + "logprob_reward": -0.023293431848287582, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293431848287582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18814288079738617, + 0.0993257686495781, + 0.05287858471274376, + 0.08936184644699097, + 0.038373276591300964, + 0.16986291110515594, + 0.12986476719379425, + 0.12584909796714783, + 0.04765217378735542, + 0.05868871510028839 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.023293431848287582 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979334630072117 + ], + "opposite_logprob_tokens": [ + -3.5297932624816895 + ], + "logprob_reward": -0.02979334630072117, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979334630072117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12669207155704498, + 0.10297300666570663, + 0.0421893447637558, + 0.039209865033626556, + 0.018758859485387802, + 0.4092358946800232, + 0.06199211627244949, + 0.10582289099693298, + 0.0490897111594677, + 0.04403628781437874 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.02979334630072117 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493567883968353 + ], + "opposite_logprob_tokens": [ + -2.9299356937408447 + ], + "logprob_reward": -0.05493567883968353, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493567883968353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09239766001701355, + 0.06063636392354965, + 0.02849188819527626, + 0.08222300559282303, + 0.057448986917734146, + 0.043818648904561996, + 0.09841077774763107, + 0.13772332668304443, + 0.320726215839386, + 0.07812318950891495 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.05493567883968353 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, static macro close-up, positioned at an intimate eye level, captures a vibrant digital illustration-style rendering of a red-eyed tree frog. The frog's skin is a supersaturated, almost luminous lime green, its texture smooth and moist. Its iconic, bulging crimson eyes, wide open with vertical, slit-like black pupils, convey a sense of alert stillness. It perches gracefully on a glossy, oversized tropical leaf, a deep emerald hue with a waxy surface and distinct veining. The frog's slender body is taut as it squats low, its vibrant orange toes, each tipped with a distinct, sticky-looking pad, spread wide apart for impeccable balance. Countless tiny, spherical dewdrops cling to the leaf, each shimmering like a microscopic crystal, capturing and refracting ambient light with sharp, clean highlights. The scene is set against a lush, out-of-focus jungle at dusk, the leaves melting into a soft, dreamy bokeh composed of deep blues, purples, and muted greens. The entire composition is defined by super-saturated colors and clean, sharp lines, creating a serene yet intensely vivid atmosphere that is both magical and surreal.", + "seed": 3107, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_10/index_7813_seed_3107_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026694311667233704, + "vlm_logprob": -0.026694311667233704, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.026694311667233704, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03883087635040283 + ], + "opposite_logprob_tokens": [ + -3.2888307571411133 + ], + "logprob_reward": -0.03883087635040283, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03883087635040283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24044953286647797, + 0.19145295023918152, + 0.046847231686115265, + 0.021250974386930466, + 0.09449098259210587, + 0.01165050733834505, + 0.03654614835977554, + 0.06636121869087219, + 0.2667892277240753, + 0.02416127361357212 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.03883087635040283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652152303606272 + ], + "opposite_logprob_tokens": [ + -5.37965202331543 + ], + "logprob_reward": -0.004652152303606272, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004652152303606272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15574243664741516, + 0.21230758726596832, + 0.09970966726541519, + 0.013072158209979534, + 0.08474291861057281, + 0.0681074783205986, + 0.11766459047794342, + 0.05492698773741722, + 0.17476731538772583, + 0.01895882748067379 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.004652152303606272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059129998087883 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059129998087883, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059129998087883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26187863945961, + 0.240459606051445, + 0.05968565493822098, + 0.029805490747094154, + 0.02677684836089611, + 0.07003448903560638, + 0.06947219371795654, + 0.07828962802886963, + 0.13351057469844818, + 0.03008689358830452 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.02059129998087883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306009039282799 + ], + "opposite_logprob_tokens": [ + -3.168060064315796 + ], + "logprob_reward": -0.04306009039282799, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306009039282799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11098781228065491, + 0.38502946496009827, + 0.023255284875631332, + 0.047375719994306564, + 0.12141397595405579, + 0.033447276800870895, + 0.10048013180494308, + 0.06885374337434769, + 0.06030181422829628, + 0.04885482415556908 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.04306009039282799 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a red-eyed tree frog with lime green skin and crimson eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog perched on a glossy, deep emerald tropical leaf with distinct veining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are countless tiny, spherical dewdrops visible on the leaf with sharp, clean highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a lush, out-of-focus jungle at dusk with deep blue, purple, and muted green bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a static macro close-up at an intimate eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337139308452606 + ], + "opposite_logprob_tokens": [ + -3.651337146759033 + ], + "logprob_reward": -0.026337139308452606, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337139308452606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2881667912006378, + 0.18092665076255798, + 0.0658191591501236, + 0.05399800464510918, + 0.0948089137673378, + 0.04318716377019882, + 0.019031723961234093, + 0.06735388934612274, + 0.053092360496520996, + 0.13361531496047974 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.026337139308452606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_11/index_tensor([1795, 1795])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_11/index_tensor([1795, 1795])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7f999e97b4075ebe13df32b3f095e0e16a207aa9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_11/index_tensor([1795, 1795])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angle close-up captures a vibrant yellow wooden spinning top, its polished surface gleaming in the focused light. It initially spins with a steady, hypnotic rhythm on the smooth, dark brown surface of a study table. The scene is bathed in the warm, concentrated glow of a desk lamp, creating a bright circle on the wood and casting soft, elongated shadows, while the out-of-focus background suggests academic chaos, like stacked books. This concentrated lighting and the top's steady hum create an atmosphere of deep calm and contemplation. As the top's momentum gradually wanes, its perfect rotation degenerates into a slow, erratic wobble. The yellow blur disintegrates into the top's distinctive shape, its axis tilting more with each rotation, until, in a final chaotic dance, it scrapes against the tabletop, gently tumbling sideways, rolling for a moment before settling into complete, serene stillness in the pool of warm light.", + "seed": 21857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_11/index_1795_seed_21857_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015192615613341332, + "vlm_logprob": -0.015192615613341332, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.015192615613341332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012889876030385494 + ], + "opposite_logprob_tokens": [ + -4.387889862060547 + ], + "logprob_reward": -0.012889876030385494, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012889876030385494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26535746455192566, + 0.0845288559794426, + 0.04720411077141762, + 0.06371099501848221, + 0.028565121814608574, + 0.07504907995462418, + 0.039836786687374115, + 0.07544314861297607, + 0.22572267055511475, + 0.09458170086145401 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.012889876030385494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084172874689102 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.011084172874689102, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084172874689102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2019532471895218, + 0.09451474249362946, + 0.15570588409900665, + 0.027430538088083267, + 0.07843821495771408, + 0.043216146528720856, + 0.1170308068394661, + 0.05470028519630432, + 0.1391928791999817, + 0.08781727403402328 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.011084172874689102 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259605124592781 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.005259605124592781, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259605124592781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12376445531845093, + 0.04696807637810707, + 0.07881695032119751, + 0.07306942343711853, + 0.37481483817100525, + 0.09214777499437332, + 0.026814375072717667, + 0.06802652776241302, + 0.04946281015872955, + 0.06611476093530655 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.005259605124592781 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639813400804996 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639813400804996, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639813400804996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12592725455760956, + 0.03696029633283615, + 0.03333472087979317, + 0.02377386949956417, + 0.047363560646772385, + 0.09573420137166977, + 0.05082353949546814, + 0.07783693820238113, + 0.41891562938690186, + 0.08933011442422867 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.008639813400804996 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808961063623428 + ], + "opposite_logprob_tokens": [ + -3.2880895137786865 + ], + "logprob_reward": -0.03808961063623428, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808961063623428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1324779987335205, + 0.07627470046281815, + 0.06779336929321289, + 0.14992272853851318, + 0.11292408406734467, + 0.046918030828237534, + 0.029280109331011772, + 0.10785606503486633, + 0.0880478248000145, + 0.18850508332252502 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.03808961063623428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a vibrant yellow wooden spinning top, its polished surface gleaming in the focused light. It initially spins with a steady, hypnotic rhythm on the smooth, dark brown surface of a study table. The scene is bathed in the warm, concentrated glow of a desk lamp, creating a bright circle on the wood and casting soft, elongated shadows, while the out-of-focus background suggests academic chaos, like stacked books. This concentrated lighting and the top's steady hum create an atmosphere of deep calm and contemplation. As the top's momentum gradually wanes, its perfect rotation degenerates into a slow, erratic wobble. The yellow blur disintegrates into the top's distinctive shape, its axis tilting more with each rotation, until, in a final chaotic dance, it scrapes against the tabletop, gently tumbling sideways, rolling for a moment before settling into complete, serene stillness in the pool of warm light.", + "seed": 21858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_11/index_1795_seed_21858_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04760517291724682, + "vlm_logprob": -0.04760517291724682, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.04760517291724682, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08993450552225113 + ], + "opposite_logprob_tokens": [ + -2.4649345874786377 + ], + "logprob_reward": -0.08993450552225113, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08993450552225113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0749988779425621, + 0.02723112143576145, + 0.15956461429595947, + 0.07699277997016907, + 0.013614624738693237, + 0.03457644209265709, + 0.23184026777744293, + 0.059637319296598434, + 0.2556219696998596, + 0.06592196971178055 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.08993450552225113 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206520274281502 + ], + "opposite_logprob_tokens": [ + -2.8120651245117188 + ], + "logprob_reward": -0.06206520274281502, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206520274281502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05197136104106903, + 0.02493264712393284, + 0.33094143867492676, + 0.021254785358905792, + 0.01681964471936226, + 0.02306351065635681, + 0.3585488200187683, + 0.04826096445322037, + 0.09237422794103622, + 0.03183251619338989 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.06206520274281502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790024720132351 + ], + "opposite_logprob_tokens": [ + -4.634789943695068 + ], + "logprob_reward": -0.009790024720132351, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790024720132351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039335377514362335, + 0.03822430595755577, + 0.19549879431724548, + 0.0207341481000185, + 0.023167777806520462, + 0.03505821153521538, + 0.5096133947372437, + 0.015220203436911106, + 0.10720179975032806, + 0.015945982187986374 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.009790024720132351 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194007031619549 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194007031619549, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194007031619549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09171116352081299, + 0.04318810626864433, + 0.134938582777977, + 0.01858057640492916, + 0.031998202204704285, + 0.027124963700771332, + 0.3593103587627411, + 0.052331242710351944, + 0.03377233073115349, + 0.20704442262649536 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.014194007031619549 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062042124569416046 + ], + "opposite_logprob_tokens": [ + -2.812042236328125 + ], + "logprob_reward": -0.062042124569416046, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062042124569416046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05828974395990372, + 0.03794436156749725, + 0.15379780530929565, + 0.027958432212471962, + 0.02287771739065647, + 0.09465144574642181, + 0.13681259751319885, + 0.04866635426878929, + 0.29123517870903015, + 0.12776634097099304 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.062042124569416046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a vibrant yellow wooden spinning top, its polished surface gleaming in the focused light. It initially spins with a steady, hypnotic rhythm on the smooth, dark brown surface of a study table. The scene is bathed in the warm, concentrated glow of a desk lamp, creating a bright circle on the wood and casting soft, elongated shadows, while the out-of-focus background suggests academic chaos, like stacked books. This concentrated lighting and the top's steady hum create an atmosphere of deep calm and contemplation. As the top's momentum gradually wanes, its perfect rotation degenerates into a slow, erratic wobble. The yellow blur disintegrates into the top's distinctive shape, its axis tilting more with each rotation, until, in a final chaotic dance, it scrapes against the tabletop, gently tumbling sideways, rolling for a moment before settling into complete, serene stillness in the pool of warm light.", + "seed": 21859, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_11/index_1795_seed_21859_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11519461441785098, + "vlm_logprob": -0.11519461441785098, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.11519461441785098, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47534143924713135 + ], + "opposite_logprob_tokens": [ + -0.9753414392471313 + ], + "logprob_reward": -0.47534143924713135, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47534143924713135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33585691452026367, + 0.062232401221990585, + 0.031577739864587784, + 0.059200696647167206, + 0.025867197662591934, + 0.01765136606991291, + 0.0307599063962698, + 0.035591162741184235, + 0.03263861685991287, + 0.3686239719390869 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.47534143924713135 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048678964376449585 + ], + "opposite_logprob_tokens": [ + -3.0486788749694824 + ], + "logprob_reward": -0.048678964376449585, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048678964376449585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36850664019584656, + 0.03231222182512283, + 0.052894510328769684, + 0.03422565385699272, + 0.012239781208336353, + 0.009447545744478703, + 0.04212276637554169, + 0.009180603548884392, + 0.0425412692129612, + 0.39652901887893677 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.048678964376449585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107992883771658 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.01107992883771658, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107992883771658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16877864301204681, + 0.024072986096143723, + 0.026170575991272926, + 0.032125890254974365, + 0.014206485822796822, + 0.009523265063762665, + 0.010408219881355762, + 0.017429625615477562, + 0.0187065489590168, + 0.6785777807235718 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.01107992883771658 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107603870332241 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.01107603870332241, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107603870332241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03996919095516205, + 0.013303009793162346, + 0.009411769919097424, + 0.010510521940886974, + 0.0068167406134307384, + 0.009986183606088161, + 0.019598040729761124, + 0.024550553411245346, + 0.0746111124753952, + 0.7912428379058838 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.01107603870332241 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029796700924634933 + ], + "opposite_logprob_tokens": [ + -3.529796600341797 + ], + "logprob_reward": -0.029796700924634933, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029796700924634933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25687751173973083, + 0.01487003918737173, + 0.010255290195345879, + 0.026154469698667526, + 0.010325788520276546, + 0.00672317435964942, + 0.012539914809167385, + 0.02745674178004265, + 0.020653758198022842, + 0.6141432523727417 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.029796700924634933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a vibrant yellow wooden spinning top, its polished surface gleaming in the focused light. It initially spins with a steady, hypnotic rhythm on the smooth, dark brown surface of a study table. The scene is bathed in the warm, concentrated glow of a desk lamp, creating a bright circle on the wood and casting soft, elongated shadows, while the out-of-focus background suggests academic chaos, like stacked books. This concentrated lighting and the top's steady hum create an atmosphere of deep calm and contemplation. As the top's momentum gradually wanes, its perfect rotation degenerates into a slow, erratic wobble. The yellow blur disintegrates into the top's distinctive shape, its axis tilting more with each rotation, until, in a final chaotic dance, it scrapes against the tabletop, gently tumbling sideways, rolling for a moment before settling into complete, serene stillness in the pool of warm light.", + "seed": 21860, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_11/index_1795_seed_21860_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4646586559712887, + "vlm_logprob": -0.4646586559712887, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.4646586559712887, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.805848240852356 + ], + "opposite_logprob_tokens": [ + -0.18084828555583954 + ], + "logprob_reward": -1.805848240852356, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.805848240852356, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2352144718170166, + 0.09861157089471817, + 0.17951011657714844, + 0.06331274658441544, + 0.186553955078125, + 0.02768588997423649, + 0.0447799377143383, + 0.05847756937146187, + 0.08454319834709167, + 0.021310528740286827 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -1.805848240852356 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135683536529541 + ], + "opposite_logprob_tokens": [ + -1.313568353652954 + ], + "logprob_reward": -0.3135683536529541, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135683536529541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18202322721481323, + 0.15338845551013947, + 0.29492413997650146, + 0.04198422655463219, + 0.12349551171064377, + 0.035271935164928436, + 0.026298943907022476, + 0.036722466349601746, + 0.07849213480949402, + 0.02739887125790119 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.3135683536529541 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373129293322563 + ], + "opposite_logprob_tokens": [ + -3.40873122215271 + ], + "logprob_reward": -0.03373129293322563, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373129293322563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23700092732906342, + 0.08467837423086166, + 0.24373918771743774, + 0.05149197205901146, + 0.14292080700397491, + 0.06789343804121017, + 0.04361474886536598, + 0.03287424519658089, + 0.05858588591217995, + 0.0372004359960556 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.03373129293322563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043091148138046265 + ], + "opposite_logprob_tokens": [ + -3.168091058731079 + ], + "logprob_reward": -0.043091148138046265, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043091148138046265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12587954103946686, + 0.05170924961566925, + 0.4131588637828827, + 0.02430003508925438, + 0.12466372549533844, + 0.03607538342475891, + 0.06172647327184677, + 0.04348715394735336, + 0.050633568316698074, + 0.06836601346731186 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.043091148138046265 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant yellow wooden spinning top with a polished surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the top initially spinning with a steady rhythm on a smooth dark brown study table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a warm desk lamp creating a bright circle on the table and casting soft elongated shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the top's motion transition from steady spinning to an erratic wobble and finally to a tumble before settling into stillness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background out-of-focus and suggestive of academic chaos like stacked books?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705424427986145 + ], + "opposite_logprob_tokens": [ + -2.127054214477539 + ], + "logprob_reward": -0.12705424427986145, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705424427986145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18264643847942352, + 0.12801918387413025, + 0.04620404541492462, + 0.0613677017390728, + 0.25358954071998596, + 0.04024941474199295, + 0.07744885236024857, + 0.04685496911406517, + 0.11960851401090622, + 0.044011346995830536 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.12705424427986145 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_12/index_tensor([5613, 5613])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_12/index_tensor([5613, 5613])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..62afc3cc546dc5c60fa093e86e7a485fcf84ee5f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_12/index_tensor([5613, 5613])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, right-facing, long shot, in the style of traditional Chinese ink painting, reveals a magnificent and ethereal scene. The endless mountains, shimmering in varying shades of ink, their sharp peaks looming amidst a thick, swirling sea of clouds. On an open mountaintop terrace, a figure with a sagelike demeanor is immersed in a Tai Chi practice. The elder, with long white hair and beard, is bound back with a simple wooden hairpin. He wears a loose, pure white silk robe, its sleeves fluttering gently in the mountain breeze and mist. His movements are slow, smooth, and continuous. With a steady shift of his center of gravity, his arms trace graceful, powerful arcs through the air, seemingly stirring the surrounding clouds. As he strikes a pushing gesture, the mist ahead seems gently pushed away by an invisible force. As he releases the gesture, the mist gently gathers back. His flowing sleeves and the flowing mist are visually in perfect sync, achieving a harmonious state of unity between man and nature. Soft, diffuse light penetrates the clouds, casting a hazy, sacred aura over the entire scene. The painting, rendered in a stunning monochromatic palette of black, white, and gray, creates a transcendental, serene, and philosophical mood.", + "seed": 15016, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_12/index_5613_seed_15016_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035336569603532555, + "vlm_logprob": -0.035336569603532555, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.035336569603532555, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125844432041049 + ], + "opposite_logprob_tokens": [ + -4.637584209442139 + ], + "logprob_reward": -0.0125844432041049, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0125844432041049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08380711823701859, + 0.026799505576491356, + 0.020598839968442917, + 0.24780336022377014, + 0.2966706454753876, + 0.05916038528084755, + 0.11571753025054932, + 0.05024866387248039, + 0.03550729528069496, + 0.06368669122457504 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.0125844432041049 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211401343345642 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211401343345642, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211401343345642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16115213930606842, + 0.06060109660029411, + 0.03253573179244995, + 0.21551257371902466, + 0.32560718059539795, + 0.027169719338417053, + 0.0965593084692955, + 0.03700001910328865, + 0.012998877093195915, + 0.030863290652632713 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.014211401343345642 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635422024875879 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635422024875879, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635422024875879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10612106323242188, + 0.03468242660164833, + 0.031315527856349945, + 0.10783421993255615, + 0.10488681495189667, + 0.15120139718055725, + 0.2839188277721405, + 0.1146959438920021, + 0.033179234713315964, + 0.03216452896595001 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.004635422024875879 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187889829277992 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018187889829277992, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187889829277992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0688028484582901, + 0.02603425271809101, + 0.016268858686089516, + 0.15456943213939667, + 0.18632373213768005, + 0.08098958432674408, + 0.21871735155582428, + 0.14255519211292267, + 0.08164698630571365, + 0.024091733619570732 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.018187889829277992 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706369161605835 + ], + "opposite_logprob_tokens": [ + -2.127063751220703 + ], + "logprob_reward": -0.12706369161605835, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706369161605835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1384316086769104, + 0.03593828156590462, + 0.09268335998058319, + 0.1557607352733612, + 0.18957193195819855, + 0.07331582903862, + 0.18647348880767822, + 0.06285091489553452, + 0.03500663861632347, + 0.029967252165079117 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.12706369161605835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-facing, long shot, in the style of traditional Chinese ink painting, reveals a magnificent and ethereal scene. The endless mountains, shimmering in varying shades of ink, their sharp peaks looming amidst a thick, swirling sea of clouds. On an open mountaintop terrace, a figure with a sagelike demeanor is immersed in a Tai Chi practice. The elder, with long white hair and beard, is bound back with a simple wooden hairpin. He wears a loose, pure white silk robe, its sleeves fluttering gently in the mountain breeze and mist. His movements are slow, smooth, and continuous. With a steady shift of his center of gravity, his arms trace graceful, powerful arcs through the air, seemingly stirring the surrounding clouds. As he strikes a pushing gesture, the mist ahead seems gently pushed away by an invisible force. As he releases the gesture, the mist gently gathers back. His flowing sleeves and the flowing mist are visually in perfect sync, achieving a harmonious state of unity between man and nature. Soft, diffuse light penetrates the clouds, casting a hazy, sacred aura over the entire scene. The painting, rendered in a stunning monochromatic palette of black, white, and gray, creates a transcendental, serene, and philosophical mood.", + "seed": 15017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_12/index_5613_seed_15017_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03145327284000814, + "vlm_logprob": -0.03145327284000814, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.03145327284000814, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01533890888094902 + ], + "opposite_logprob_tokens": [ + -4.390338897705078 + ], + "logprob_reward": -0.01533890888094902, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01533890888094902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20001062750816345, + 0.05388711020350456, + 0.023140374571084976, + 0.04124002158641815, + 0.040292441844940186, + 0.12902966141700745, + 0.1665084958076477, + 0.08243667334318161, + 0.17324908077716827, + 0.09020555764436722 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.01533890888094902 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023305775597691536 + ], + "opposite_logprob_tokens": [ + -3.773305892944336 + ], + "logprob_reward": -0.023305775597691536, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023305775597691536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11245748400688171, + 0.07021544873714447, + 0.08358273655176163, + 0.06303633004426956, + 0.05801044777035713, + 0.15569819509983063, + 0.08404844999313354, + 0.07304856181144714, + 0.2135585993528366, + 0.08634380996227264 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.023305775597691536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024871863424777985 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024871863424777985, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024871863424777985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1408606916666031, + 0.046181902289390564, + 0.12055091559886932, + 0.08519597351551056, + 0.05055772885680199, + 0.1291334480047226, + 0.17471668124198914, + 0.09461069852113724, + 0.08008325099945068, + 0.07810872793197632 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0024871863424777985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031935188453644514 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031935188453644514, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031935188453644514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09807340055704117, + 0.06667108088731766, + 0.08304473012685776, + 0.06101979687809944, + 0.10223899781703949, + 0.09067821502685547, + 0.08529501408338547, + 0.1697908341884613, + 0.10443918406963348, + 0.13874873518943787 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.0031935188453644514 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294097453355789 + ], + "opposite_logprob_tokens": [ + -2.237941026687622 + ], + "logprob_reward": -0.11294097453355789, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294097453355789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4126526415348053, + 0.052167315036058426, + 0.050248973071575165, + 0.05728372558951378, + 0.0469825342297554, + 0.13468986749649048, + 0.06728418171405792, + 0.06765515357255936, + 0.06354767084121704, + 0.04748792201280594 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.11294097453355789 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-facing, long shot, in the style of traditional Chinese ink painting, reveals a magnificent and ethereal scene. The endless mountains, shimmering in varying shades of ink, their sharp peaks looming amidst a thick, swirling sea of clouds. On an open mountaintop terrace, a figure with a sagelike demeanor is immersed in a Tai Chi practice. The elder, with long white hair and beard, is bound back with a simple wooden hairpin. He wears a loose, pure white silk robe, its sleeves fluttering gently in the mountain breeze and mist. His movements are slow, smooth, and continuous. With a steady shift of his center of gravity, his arms trace graceful, powerful arcs through the air, seemingly stirring the surrounding clouds. As he strikes a pushing gesture, the mist ahead seems gently pushed away by an invisible force. As he releases the gesture, the mist gently gathers back. His flowing sleeves and the flowing mist are visually in perfect sync, achieving a harmonious state of unity between man and nature. Soft, diffuse light penetrates the clouds, casting a hazy, sacred aura over the entire scene. The painting, rendered in a stunning monochromatic palette of black, white, and gray, creates a transcendental, serene, and philosophical mood.", + "seed": 15018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_12/index_5613_seed_15018_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027569794561713934, + "vlm_logprob": -0.027569794561713934, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.027569794561713934, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004531828220933676 + ], + "opposite_logprob_tokens": [ + -5.8795318603515625 + ], + "logprob_reward": -0.004531828220933676, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.004531828220933676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1770843118429184, + 0.16471363604068756, + 0.0882309153676033, + 0.038649704307317734, + 0.07194720953702927, + 0.2001977562904358, + 0.0523669607937336, + 0.04178088903427124, + 0.05837418884038925, + 0.10665445029735565 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.004531828220933676 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651867508888245 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651867508888245, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651867508888245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10298837721347809, + 0.14851325750350952, + 0.17312391102313995, + 0.043782155960798264, + 0.10597296804189682, + 0.08653773367404938, + 0.04957249388098717, + 0.0663558840751648, + 0.11484876275062561, + 0.10830448567867279 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.008651867508888245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094788804650307 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094788804650307, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094788804650307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1544247418642044, + 0.03242281451821327, + 0.027872884646058083, + 0.04880516603589058, + 0.08740019053220749, + 0.0840505063533783, + 0.054819505661726, + 0.2958942651748657, + 0.12460107356309891, + 0.08970886468887329 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.004094788804650307 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628239691257477 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628239691257477, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628239691257477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1923985630273819, + 0.04135650396347046, + 0.09212413430213928, + 0.02961411513388157, + 0.16652420163154602, + 0.05727169290184975, + 0.06936965882778168, + 0.16594001650810242, + 0.12544089555740356, + 0.0599602572619915 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.007628239691257477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294224858283997 + ], + "opposite_logprob_tokens": [ + -2.2379422187805176 + ], + "logprob_reward": -0.11294224858283997, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294224858283997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1358262002468109, + 0.08123709261417389, + 0.11215560883283615, + 0.028647178784012794, + 0.08436798304319382, + 0.09894862771034241, + 0.04974023252725601, + 0.07370783388614655, + 0.10979801416397095, + 0.22557125985622406 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.11294224858283997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-facing, long shot, in the style of traditional Chinese ink painting, reveals a magnificent and ethereal scene. The endless mountains, shimmering in varying shades of ink, their sharp peaks looming amidst a thick, swirling sea of clouds. On an open mountaintop terrace, a figure with a sagelike demeanor is immersed in a Tai Chi practice. The elder, with long white hair and beard, is bound back with a simple wooden hairpin. He wears a loose, pure white silk robe, its sleeves fluttering gently in the mountain breeze and mist. His movements are slow, smooth, and continuous. With a steady shift of his center of gravity, his arms trace graceful, powerful arcs through the air, seemingly stirring the surrounding clouds. As he strikes a pushing gesture, the mist ahead seems gently pushed away by an invisible force. As he releases the gesture, the mist gently gathers back. His flowing sleeves and the flowing mist are visually in perfect sync, achieving a harmonious state of unity between man and nature. Soft, diffuse light penetrates the clouds, casting a hazy, sacred aura over the entire scene. The painting, rendered in a stunning monochromatic palette of black, white, and gray, creates a transcendental, serene, and philosophical mood.", + "seed": 15019, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_12/index_5613_seed_15019_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023164587328210473, + "vlm_logprob": -0.023164587328210473, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.023164587328210473, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00843367911875248 + ], + "opposite_logprob_tokens": [ + -5.133433818817139 + ], + "logprob_reward": -0.00843367911875248, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00843367911875248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19681258499622345, + 0.06838977336883545, + 0.13021090626716614, + 0.04498308151960373, + 0.07922670245170593, + 0.27448156476020813, + 0.0243987999856472, + 0.031567513942718506, + 0.08643149584531784, + 0.06349759548902512 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.00843367911875248 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209521003067493 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209521003067493, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209521003067493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15978367626667023, + 0.1479720026254654, + 0.2714376747608185, + 0.022030051797628403, + 0.10432451963424683, + 0.08313130587339401, + 0.02633831650018692, + 0.07480236887931824, + 0.0852663591504097, + 0.024913715198636055 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.014209521003067493 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019388464279472828 + ], + "opposite_logprob_tokens": [ + -6.251938819885254 + ], + "logprob_reward": -0.0019388464279472828, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019388464279472828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08678741753101349, + 0.252168208360672, + 0.15417468547821045, + 0.0342567004263401, + 0.03705907240509987, + 0.09323666244745255, + 0.07784786075353622, + 0.13541822135448456, + 0.08572213351726532, + 0.043329063802957535 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.0019388464279472828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196520334109664 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.002196520334109664, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196520334109664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10478701442480087, + 0.10155510157346725, + 0.04941960796713829, + 0.023068157956004143, + 0.10245002806186676, + 0.07314089685678482, + 0.0520596019923687, + 0.12090738862752914, + 0.3049167990684509, + 0.06769544631242752 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.002196520334109664 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a long shot featuring endless mountains with sharp peaks and a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an elder with long white hair and beard wearing a loose white silk robe visible on a mountaintop terrace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the figure performing slow, smooth Tai Chi movements with arms tracing graceful arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the palette monochromatic, using only black, white, and gray?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904436975717545 + ], + "opposite_logprob_tokens": [ + -2.4640443325042725 + ], + "logprob_reward": -0.08904436975717545, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904436975717545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12114585936069489, + 0.2604423463344574, + 0.06991726160049438, + 0.04976743459701538, + 0.18194925785064697, + 0.09042122960090637, + 0.04977119714021683, + 0.06637425720691681, + 0.07193645089864731, + 0.03827475383877754 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.08904436975717545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_13/index_tensor([1666, 1666])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_13/index_tensor([1666, 1666])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3d51e326c46fdaa139fb7f58ca9f3042db1751f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_13/index_tensor([1666, 1666])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static close-up shot at eye level captures a scene of quiet elegance. A vibrant silk scarf, dyed a deep emerald green and intricately woven with a delicate gold paisley pattern, is casually draped over the high back of an antique, dark mahogany chair. Soft, warm afternoon sunlight streams through an unseen window, illuminating the scene and casting soft highlights on the shimmering fabric and polished texture. Initially, the scarf is stirred by a gentle, invisible current that drifts through the room. The delicate fabric trembles before swaying fluidly in response to the breeze. The initial flutter transforms into a slow, sinuous, wave-like motion, the scarf gracefully undulating in the flowing air. As it dances, the golden pattern shimmers and the emerald silk seems to breathe, creating an enchanting and tranquil scene. Finally, as the current subsides, the movement slows, and the scarf rests gently and silently against the dark wood, its folds finally and gracefully resting, restoring the room's tranquil and peaceful atmosphere.", + "seed": 17970, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_13/index_1666_seed_17970_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1520174600183964, + "vlm_logprob": -0.1520174600183964, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.1520174600183964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02163873240351677 + ], + "opposite_logprob_tokens": [ + -3.8966386318206787 + ], + "logprob_reward": -0.02163873240351677, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02163873240351677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1343495100736618, + 0.2561650276184082, + 0.05460376292467117, + 0.2666967511177063, + 0.04657422751188278, + 0.055525027215480804, + 0.05959148705005646, + 0.05173821374773979, + 0.04093979671597481, + 0.03381618112325668 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.02163873240351677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371366113424301 + ], + "opposite_logprob_tokens": [ + -3.4087135791778564 + ], + "logprob_reward": -0.03371366113424301, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371366113424301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34951794147491455, + 0.09669296443462372, + 0.2533394992351532, + 0.05085734650492668, + 0.1028379425406456, + 0.05883609876036644, + 0.031897809356451035, + 0.013570595532655716, + 0.017642874270677567, + 0.02480688877403736 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.03371366113424301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867555946111679 + ], + "opposite_logprob_tokens": [ + -3.048675537109375 + ], + "logprob_reward": -0.04867555946111679, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867555946111679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22674301266670227, + 0.2074802815914154, + 0.12986278533935547, + 0.17014671862125397, + 0.04525459185242653, + 0.041048213839530945, + 0.04449738189578056, + 0.04984980449080467, + 0.04984067380428314, + 0.03527652844786644 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04867555946111679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328469604253769 + ], + "opposite_logprob_tokens": [ + -3.773284673690796 + ], + "logprob_reward": -0.02328469604253769, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328469604253769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10746713727712631, + 0.49554532766342163, + 0.04355297237634659, + 0.04917944595217705, + 0.04853824898600578, + 0.030929939821362495, + 0.06324870139360428, + 0.04747931286692619, + 0.036547400057315826, + 0.07751151919364929 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.02328469604253769 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327746510505676 + ], + "opposite_logprob_tokens": [ + -0.7577746510505676 + ], + "logprob_reward": -0.6327746510505676, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327746510505676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10501761734485626, + 0.3278423249721527, + 0.05465850979089737, + 0.1669076532125473, + 0.0655059739947319, + 0.041747529059648514, + 0.08631767332553864, + 0.07061110436916351, + 0.0527275912463665, + 0.028664028272032738 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.6327746510505676 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot at eye level captures a scene of quiet elegance. A vibrant silk scarf, dyed a deep emerald green and intricately woven with a delicate gold paisley pattern, is casually draped over the high back of an antique, dark mahogany chair. Soft, warm afternoon sunlight streams through an unseen window, illuminating the scene and casting soft highlights on the shimmering fabric and polished texture. Initially, the scarf is stirred by a gentle, invisible current that drifts through the room. The delicate fabric trembles before swaying fluidly in response to the breeze. The initial flutter transforms into a slow, sinuous, wave-like motion, the scarf gracefully undulating in the flowing air. As it dances, the golden pattern shimmers and the emerald silk seems to breathe, creating an enchanting and tranquil scene. Finally, as the current subsides, the movement slows, and the scarf rests gently and silently against the dark wood, its folds finally and gracefully resting, restoring the room's tranquil and peaceful atmosphere.", + "seed": 17971, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_13/index_1666_seed_17971_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07105865515768528, + "vlm_logprob": -0.07105865515768528, + "vlm_yes_no_margin": 2.8499999761581423, + "vlm_token_credit": -0.07105865515768528, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03944050148129463 + ], + "opposite_logprob_tokens": [ + -3.289440393447876 + ], + "logprob_reward": -0.03944050148129463, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03944050148129463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14509613811969757, + 0.07100813835859299, + 0.0899437814950943, + 0.11246129870414734, + 0.053022317588329315, + 0.18108081817626953, + 0.12100330740213394, + 0.10973357409238815, + 0.03884387016296387, + 0.07780670374631882 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.03944050148129463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14288456737995148 + ], + "opposite_logprob_tokens": [ + -2.0178844928741455 + ], + "logprob_reward": -0.14288456737995148, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14288456737995148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11126407235860825, + 0.08404859900474548, + 0.12989909946918488, + 0.2144584059715271, + 0.07627972215414047, + 0.036763664335012436, + 0.047477662563323975, + 0.09586197137832642, + 0.10954643040895462, + 0.09440042078495026 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.14288456737995148 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371343016624451 + ], + "opposite_logprob_tokens": [ + -3.4087133407592773 + ], + "logprob_reward": -0.03371343016624451, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371343016624451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26888272166252136, + 0.07212088257074356, + 0.07534798234701157, + 0.10454188287258148, + 0.05021607503294945, + 0.03517047315835953, + 0.10963986814022064, + 0.16156993806362152, + 0.05144312232732773, + 0.07106705009937286 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.03371343016624451 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347240433096886 + ], + "opposite_logprob_tokens": [ + -3.6513471603393555 + ], + "logprob_reward": -0.026347240433096886, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347240433096886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09991450607776642, + 0.0786886140704155, + 0.15399691462516785, + 0.09809710830450058, + 0.06508144736289978, + 0.05990101024508476, + 0.06373699754476547, + 0.12073756009340286, + 0.07701423764228821, + 0.18283158540725708 + ], + "top_frames": [ + 9, + 2, + 7 + ], + "selected_reward": -0.026347240433096886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129075363278389 + ], + "opposite_logprob_tokens": [ + -2.237907648086548 + ], + "logprob_reward": -0.1129075363278389, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129075363278389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14713186025619507, + 0.04800926893949509, + 0.10636025667190552, + 0.07789377868175507, + 0.06509632617235184, + 0.07900764048099518, + 0.06002611294388771, + 0.1427937150001526, + 0.19144168496131897, + 0.08223932236433029 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.1129075363278389 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot at eye level captures a scene of quiet elegance. A vibrant silk scarf, dyed a deep emerald green and intricately woven with a delicate gold paisley pattern, is casually draped over the high back of an antique, dark mahogany chair. Soft, warm afternoon sunlight streams through an unseen window, illuminating the scene and casting soft highlights on the shimmering fabric and polished texture. Initially, the scarf is stirred by a gentle, invisible current that drifts through the room. The delicate fabric trembles before swaying fluidly in response to the breeze. The initial flutter transforms into a slow, sinuous, wave-like motion, the scarf gracefully undulating in the flowing air. As it dances, the golden pattern shimmers and the emerald silk seems to breathe, creating an enchanting and tranquil scene. Finally, as the current subsides, the movement slows, and the scarf rests gently and silently against the dark wood, its folds finally and gracefully resting, restoring the room's tranquil and peaceful atmosphere.", + "seed": 17972, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_13/index_1666_seed_17972_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07940495312213898, + "vlm_logprob": -0.07940495312213898, + "vlm_yes_no_margin": 2.799999976158142, + "vlm_token_credit": -0.07940495312213898, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10146506875753403 + ], + "opposite_logprob_tokens": [ + -2.3514649868011475 + ], + "logprob_reward": -0.10146506875753403, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10146506875753403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34854695200920105, + 0.0669405609369278, + 0.10164934396743774, + 0.06793377548456192, + 0.04164816811680794, + 0.04757878929376602, + 0.06291007995605469, + 0.1201988160610199, + 0.1064000129699707, + 0.036193519830703735 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.10146506875753403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330612577497959 + ], + "opposite_logprob_tokens": [ + -3.773306131362915 + ], + "logprob_reward": -0.02330612577497959, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330612577497959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17487606406211853, + 0.18833446502685547, + 0.17301823198795319, + 0.04767822474241257, + 0.12154565006494522, + 0.05394131690263748, + 0.07330215722322464, + 0.055287547409534454, + 0.04727847874164581, + 0.06473781913518906 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.02330612577497959 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194211646914482 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.018194211646914482, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194211646914482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2820587158203125, + 0.06082010269165039, + 0.14774872362613678, + 0.04509330540895462, + 0.17058412730693817, + 0.06872113049030304, + 0.07257619500160217, + 0.044267524033784866, + 0.04043138027191162, + 0.06769881397485733 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.018194211646914482 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704437971115112 + ], + "opposite_logprob_tokens": [ + -2.127044439315796 + ], + "logprob_reward": -0.12704437971115112, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704437971115112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1836075633764267, + 0.07420627772808075, + 0.09060627967119217, + 0.09060490131378174, + 0.05665220692753792, + 0.12601178884506226, + 0.12706200778484344, + 0.03673262149095535, + 0.12054016441106796, + 0.0939762145280838 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.12704437971115112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701497972011566 + ], + "opposite_logprob_tokens": [ + -2.1270148754119873 + ], + "logprob_reward": -0.12701497972011566, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12701497972011566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16894327104091644, + 0.18979108333587646, + 0.04895562678575516, + 0.06363215297460556, + 0.14537356793880463, + 0.04507521539926529, + 0.18776202201843262, + 0.04528072848916054, + 0.056959159672260284, + 0.048227183520793915 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.12701497972011566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot at eye level captures a scene of quiet elegance. A vibrant silk scarf, dyed a deep emerald green and intricately woven with a delicate gold paisley pattern, is casually draped over the high back of an antique, dark mahogany chair. Soft, warm afternoon sunlight streams through an unseen window, illuminating the scene and casting soft highlights on the shimmering fabric and polished texture. Initially, the scarf is stirred by a gentle, invisible current that drifts through the room. The delicate fabric trembles before swaying fluidly in response to the breeze. The initial flutter transforms into a slow, sinuous, wave-like motion, the scarf gracefully undulating in the flowing air. As it dances, the golden pattern shimmers and the emerald silk seems to breathe, creating an enchanting and tranquil scene. Finally, as the current subsides, the movement slows, and the scarf rests gently and silently against the dark wood, its folds finally and gracefully resting, restoring the room's tranquil and peaceful atmosphere.", + "seed": 17973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_13/index_1666_seed_17973_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.054855326749384405, + "vlm_logprob": -0.054855326749384405, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.054855326749384405, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024620944634079933 + ], + "opposite_logprob_tokens": [ + -3.77462100982666 + ], + "logprob_reward": -0.024620944634079933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024620944634079933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1917412132024765, + 0.1090262234210968, + 0.12616035342216492, + 0.29744628071784973, + 0.05655711889266968, + 0.08509932458400726, + 0.031670499593019485, + 0.026613367721438408, + 0.045621804893016815, + 0.030063830316066742 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.024620944634079933 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551363557577133 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.012551363557577133, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551363557577133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06899584084749222, + 0.0776267871260643, + 0.04145604372024536, + 0.06695835292339325, + 0.110944464802742, + 0.05534081161022186, + 0.05308201164007187, + 0.050727084279060364, + 0.27187299728393555, + 0.20299561321735382 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.012551363557577133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198473654687405 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198473654687405, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198473654687405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32177960872650146, + 0.03964864835143089, + 0.15252988040447235, + 0.056461699306964874, + 0.09758416563272476, + 0.07407569885253906, + 0.04225398600101471, + 0.09184658527374268, + 0.08024277538061142, + 0.04357690364122391 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.014198473654687405 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043057121336460114 + ], + "opposite_logprob_tokens": [ + -3.1680572032928467 + ], + "logprob_reward": -0.043057121336460114, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043057121336460114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10792453587055206, + 0.07442260533571243, + 0.17293713986873627, + 0.06472773849964142, + 0.13398820161819458, + 0.13870081305503845, + 0.03027159348130226, + 0.1578596830368042, + 0.07668062299489975, + 0.042487043887376785 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.043057121336460114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vibrant silk scarf dyed deep emerald green with a gold paisley pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scarf draped over the high back of an antique dark mahogany chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft warm afternoon sunlight casting highlights on the fabric?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scarf exhibit a motion sequence starting with a gentle flutter, transitioning to a slow sinuous wave-like undulation, and finally resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static close-up at eye level?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984873056411743 + ], + "opposite_logprob_tokens": [ + -1.8048486709594727 + ], + "logprob_reward": -0.17984873056411743, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984873056411743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10111897438764572, + 0.11162427067756653, + 0.09983503073453903, + 0.04070616886019707, + 0.10843721032142639, + 0.14300471544265747, + 0.08334856480360031, + 0.15289227664470673, + 0.1137494295835495, + 0.045283325016498566 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.17984873056411743 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_14/index_tensor([8550, 8550])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_14/index_tensor([8550, 8550])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..97e26b8b2d31971c651d20e26931e6c97bf0da44 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_14/index_tensor([8550, 8550])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, rendered in the style of an ancient ink painting, begins from a slightly overhead perspective, focusing on a cool bluestone table. On it, a few slices of freshly cut ginger, pale yellow in color and with distinct veins, and a small bundle of dried mugwort tied with hemp rope are casually yet harmoniously interspersed. In the foreground, a dark brown, round, carved wooden basin emanates curls of white steam, the lingering vapor blurring the edges of the background, creating a scene of interplay between reality and illusion. Then, a pair of aged hands, wrinkled with wrinkles and dark age spots, enter the frame. Their knuckles thickened by years of labor, they carefully pick up herbs from the stone table and steadily and gently place them into the basin. As the herbs fall, the camera slowly tilts downward, following their trajectory, finally settling on the basin. We see a pair of equally withered feet, their veins barely visible, quietly immersed in a warm amber-hued medicinal broth. Every subtle movement creates ripples on the surface, like ink. The entire scene is softly lit, as if filtering through rice paper. The dominant colors are the dark brown of the wood, the gray of the stone table, and the amber hue of the medicinal broth. The overall atmosphere is simple, tranquil, and imbued with an Eastern sense of healing.", + "seed": 1973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_14/index_8550_seed_1973_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10497392974793911, + "vlm_logprob": -0.10497392974793911, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.10497392974793911, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22593382000923157 + ], + "opposite_logprob_tokens": [ + -1.6009337902069092 + ], + "logprob_reward": -0.22593382000923157, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22593382000923157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27498793601989746, + 0.09564092010259628, + 0.031379617750644684, + 0.10375993698835373, + 0.0397224947810173, + 0.08748845756053925, + 0.08044704794883728, + 0.07729669660329819, + 0.036502622067928314, + 0.17277434468269348 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.22593382000923157 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012565255165100098 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.012565255165100098, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012565255165100098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1869674175977707, + 0.23744329810142517, + 0.07280813902616501, + 0.07183729857206345, + 0.03223809227347374, + 0.06273597478866577, + 0.047030456364154816, + 0.0648190900683403, + 0.08736757189035416, + 0.136752650141716 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.012565255165100098 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016073059290647507 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.016073059290647507, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016073059290647507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15485765039920807, + 0.22203397750854492, + 0.04963434487581253, + 0.04271695017814636, + 0.052647657692432404, + 0.04419687017798424, + 0.07251401245594025, + 0.10867627710103989, + 0.046545155346393585, + 0.20617713034152985 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.016073059290647507 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182622268795967 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.018182622268795967, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182622268795967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15171262621879578, + 0.1590043604373932, + 0.057286135852336884, + 0.054915301501750946, + 0.09604837000370026, + 0.052505310624837875, + 0.07030985504388809, + 0.060246411710977554, + 0.04881204292178154, + 0.24915960431098938 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.018182622268795967 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521148920059204 + ], + "opposite_logprob_tokens": [ + -1.5021148920059204 + ], + "logprob_reward": -0.2521148920059204, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521148920059204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11248207837343216, + 0.19401223957538605, + 0.10581538081169128, + 0.06614113599061966, + 0.03145997226238251, + 0.06188233941793442, + 0.0732971653342247, + 0.09335798025131226, + 0.05711215361952782, + 0.20443955063819885 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.2521148920059204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, rendered in the style of an ancient ink painting, begins from a slightly overhead perspective, focusing on a cool bluestone table. On it, a few slices of freshly cut ginger, pale yellow in color and with distinct veins, and a small bundle of dried mugwort tied with hemp rope are casually yet harmoniously interspersed. In the foreground, a dark brown, round, carved wooden basin emanates curls of white steam, the lingering vapor blurring the edges of the background, creating a scene of interplay between reality and illusion. Then, a pair of aged hands, wrinkled with wrinkles and dark age spots, enter the frame. Their knuckles thickened by years of labor, they carefully pick up herbs from the stone table and steadily and gently place them into the basin. As the herbs fall, the camera slowly tilts downward, following their trajectory, finally settling on the basin. We see a pair of equally withered feet, their veins barely visible, quietly immersed in a warm amber-hued medicinal broth. Every subtle movement creates ripples on the surface, like ink. The entire scene is softly lit, as if filtering through rice paper. The dominant colors are the dark brown of the wood, the gray of the stone table, and the amber hue of the medicinal broth. The overall atmosphere is simple, tranquil, and imbued with an Eastern sense of healing.", + "seed": 1974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_14/index_8550_seed_1974_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08673920091241598, + "vlm_logprob": -0.08673920091241598, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.08673920091241598, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28190964460372925 + ], + "opposite_logprob_tokens": [ + -1.406909704208374 + ], + "logprob_reward": -0.28190964460372925, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28190964460372925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08924684673547745, + 0.0781441405415535, + 0.11148127913475037, + 0.07833275943994522, + 0.04435582086443901, + 0.10977130383253098, + 0.20517423748970032, + 0.17450766265392303, + 0.04043922945857048, + 0.06854675710201263 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.28190964460372925 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256466656923294 + ], + "opposite_logprob_tokens": [ + -4.387564659118652 + ], + "logprob_reward": -0.01256466656923294, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256466656923294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13819342851638794, + 0.33975011110305786, + 0.1219029501080513, + 0.08899154514074326, + 0.04797953739762306, + 0.049121588468551636, + 0.05194240063428879, + 0.0603213794529438, + 0.03153318166732788, + 0.07026391476392746 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.01256466656923294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354555040597916 + ], + "opposite_logprob_tokens": [ + -3.6513545513153076 + ], + "logprob_reward": -0.026354555040597916, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354555040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057401563972234726, + 0.13511446118354797, + 0.11136475205421448, + 0.10981695353984833, + 0.08938673883676529, + 0.11728189140558243, + 0.10270219296216965, + 0.04310130700469017, + 0.10383766144514084, + 0.12999244034290314 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.026354555040597916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254053320735693 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.01254053320735693, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254053320735693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11957118660211563, + 0.16494408249855042, + 0.06179409101605415, + 0.07496478408575058, + 0.057095300406217575, + 0.0662684440612793, + 0.16691546142101288, + 0.10210280865430832, + 0.09000210464000702, + 0.09634176641702652 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.01254053320735693 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032660514116287 + ], + "opposite_logprob_tokens": [ + -2.3503265380859375 + ], + "logprob_reward": -0.10032660514116287, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032660514116287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05274196341633797, + 0.19003252685070038, + 0.08688890188932419, + 0.15921476483345032, + 0.043133314698934555, + 0.05531460791826248, + 0.1100161150097847, + 0.06594797968864441, + 0.14620161056518555, + 0.09050822257995605 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.10032660514116287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, rendered in the style of an ancient ink painting, begins from a slightly overhead perspective, focusing on a cool bluestone table. On it, a few slices of freshly cut ginger, pale yellow in color and with distinct veins, and a small bundle of dried mugwort tied with hemp rope are casually yet harmoniously interspersed. In the foreground, a dark brown, round, carved wooden basin emanates curls of white steam, the lingering vapor blurring the edges of the background, creating a scene of interplay between reality and illusion. Then, a pair of aged hands, wrinkled with wrinkles and dark age spots, enter the frame. Their knuckles thickened by years of labor, they carefully pick up herbs from the stone table and steadily and gently place them into the basin. As the herbs fall, the camera slowly tilts downward, following their trajectory, finally settling on the basin. We see a pair of equally withered feet, their veins barely visible, quietly immersed in a warm amber-hued medicinal broth. Every subtle movement creates ripples on the surface, like ink. The entire scene is softly lit, as if filtering through rice paper. The dominant colors are the dark brown of the wood, the gray of the stone table, and the amber hue of the medicinal broth. The overall atmosphere is simple, tranquil, and imbued with an Eastern sense of healing.", + "seed": 1975, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_14/index_8550_seed_1975_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5183282688260078, + "vlm_logprob": -0.5183282688260078, + "vlm_yes_no_margin": 1.6, + "vlm_token_credit": -0.5183282688260078, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1272733211517334 + ], + "opposite_logprob_tokens": [ + -0.12727323174476624 + ], + "logprob_reward": -2.1272733211517334, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.1272733211517334, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15012429654598236, + 0.16421377658843994, + 0.0923357903957367, + 0.05266005918383598, + 0.19982695579528809, + 0.05128186196088791, + 0.08698118478059769, + 0.07036515325307846, + 0.05256617069244385, + 0.07964471727609634 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -2.1272733211517334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05507299304008484 + ], + "opposite_logprob_tokens": [ + -2.9300730228424072 + ], + "logprob_reward": -0.05507299304008484, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05507299304008484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19649666547775269, + 0.16519269347190857, + 0.06779726594686508, + 0.07828471809625626, + 0.22838638722896576, + 0.054758843034505844, + 0.06208326295018196, + 0.03909877687692642, + 0.0715472400188446, + 0.036354128271341324 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.05507299304008484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372391685843468 + ], + "opposite_logprob_tokens": [ + -3.408723831176758 + ], + "logprob_reward": -0.03372391685843468, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372391685843468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08958021551370621, + 0.11072271317243576, + 0.09833960235118866, + 0.04442570358514786, + 0.14288675785064697, + 0.041782885789871216, + 0.04529774934053421, + 0.1698611080646515, + 0.13407862186431885, + 0.12302464246749878 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.03372391685843468 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206251308321953 + ], + "opposite_logprob_tokens": [ + -2.8120625019073486 + ], + "logprob_reward": -0.06206251308321953, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206251308321953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15136858820915222, + 0.18801116943359375, + 0.08369950205087662, + 0.074595145881176, + 0.059530165046453476, + 0.02972242422401905, + 0.06560862809419632, + 0.2238897681236267, + 0.06339249014854431, + 0.06018214300274849 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.06206251308321953 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135085999965668 + ], + "opposite_logprob_tokens": [ + -1.3135086297988892 + ], + "logprob_reward": -0.3135085999965668, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135085999965668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2401677519083023, + 0.1255112737417221, + 0.05590958893299103, + 0.07189353555440903, + 0.03566812351346016, + 0.02876216359436512, + 0.24894866347312927, + 0.05954617261886597, + 0.0473785363137722, + 0.08621413260698318 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.3135085999965668 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, rendered in the style of an ancient ink painting, begins from a slightly overhead perspective, focusing on a cool bluestone table. On it, a few slices of freshly cut ginger, pale yellow in color and with distinct veins, and a small bundle of dried mugwort tied with hemp rope are casually yet harmoniously interspersed. In the foreground, a dark brown, round, carved wooden basin emanates curls of white steam, the lingering vapor blurring the edges of the background, creating a scene of interplay between reality and illusion. Then, a pair of aged hands, wrinkled with wrinkles and dark age spots, enter the frame. Their knuckles thickened by years of labor, they carefully pick up herbs from the stone table and steadily and gently place them into the basin. As the herbs fall, the camera slowly tilts downward, following their trajectory, finally settling on the basin. We see a pair of equally withered feet, their veins barely visible, quietly immersed in a warm amber-hued medicinal broth. Every subtle movement creates ripples on the surface, like ink. The entire scene is softly lit, as if filtering through rice paper. The dominant colors are the dark brown of the wood, the gray of the stone table, and the amber hue of the medicinal broth. The overall atmosphere is simple, tranquil, and imbued with an Eastern sense of healing.", + "seed": 1976, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_14/index_8550_seed_1976_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07227995074354113, + "vlm_logprob": -0.07227995074354113, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.07227995074354113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062299665063619614 + ], + "opposite_logprob_tokens": [ + -2.8122997283935547 + ], + "logprob_reward": -0.062299665063619614, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062299665063619614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12945915758609772, + 0.08071477711200714, + 0.12807124853134155, + 0.04507993161678314, + 0.04811348393559456, + 0.1564059555530548, + 0.12107591331005096, + 0.10178333520889282, + 0.142581969499588, + 0.04671425372362137 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.062299665063619614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00250038574449718 + ], + "opposite_logprob_tokens": [ + -6.002500534057617 + ], + "logprob_reward": -0.00250038574449718, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00250038574449718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11477642506361008, + 0.11284667998552322, + 0.04808279126882553, + 0.03482046723365784, + 0.2553234100341797, + 0.14480385184288025, + 0.09065043181180954, + 0.048823270946741104, + 0.08751244097948074, + 0.0623602420091629 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.00250038574449718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04686068743467331, + 0.025956448167562485, + 0.08300292491912842, + 0.04834195598959923, + 0.5632852911949158, + 0.10898377001285553, + 0.0525624044239521, + 0.022712787613272667, + 0.022351115942001343, + 0.02594260312616825 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076235076412558556 + ], + "opposite_logprob_tokens": [ + -4.882623672485352 + ], + "logprob_reward": -0.0076235076412558556, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076235076412558556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10623984038829803, + 0.05227555334568024, + 0.10114889591932297, + 0.07257410883903503, + 0.07366766780614853, + 0.40669628977775574, + 0.06883563101291656, + 0.037646591663360596, + 0.0552017018198967, + 0.025713711977005005 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0076235076412558556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of an ancient ink painting with soft lighting filtering through rice paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are pale yellow slices of ginger with distinct veins and a small bundle of dried mugwort tied with hemp rope visible on a cool bluestone table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do aged, wrinkled hands with dark age spots and thickened knuckles enter the frame to pick up herbs and place them into a dark brown carved wooden basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly tilt downward following the herbs' trajectory and finally settle on the basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are withered feet with barely visible veins shown immersed in a warm amber-hued medicinal broth creating ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813473641872406 + ], + "opposite_logprob_tokens": [ + -1.406347393989563 + ], + "logprob_reward": -0.2813473641872406, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813473641872406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10318421572446823, + 0.04695479944348335, + 0.1358616203069687, + 0.051249563694000244, + 0.3819679915904999, + 0.01853013038635254, + 0.1534692943096161, + 0.018609043210744858, + 0.04971775785088539, + 0.04045550525188446 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.2813473641872406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_15/index_tensor([3186, 3186])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_15/index_tensor([3186, 3186])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b7f75d02ddf477b3842e48165ae9398f0ae906aa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_15/index_tensor([3186, 3186])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly advancing shot first captures a complex three-dimensional holographic image of the immune system suspended in a deep, black space. This image, composed of countless luminous blue and cyan lines forming an intricate network, connects translucent geometric polygons representing cells and the iconic Y-shaped symbol representing antibodies, emanating a calm and scientific aura. Suddenly, an invisible energy suddenly cleaves it from its center, causing the intricate structure to explode in an instant. Countless abstract cell and antibody symbols, like shards of shattered glass, scatter in all directions in a spectacular and chaotic manner. Each fragment retains its own cool glow, trailing a fleeting, luminous trail against the pitch-black background. The camera steadily and calmly moves forward, weaving through this visual storm of geometric forms and life symbols, capturing close-ups of the swirling and tumbling fragments, creating a grand atmosphere of dynamic beauty, a juxtaposition of deconstruction and reconstruction, perfectly presenting an abstract visual collision of life sciences.", + "seed": 32781, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_15/index_3186_seed_32781_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.037299371126573534, + "vlm_logprob": -0.037299371126573534, + "vlm_yes_no_margin": 4.599999976158142, + "vlm_token_credit": -0.037299371126573534, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030018029734492302 + ], + "opposite_logprob_tokens": [ + -3.5300180912017822 + ], + "logprob_reward": -0.030018029734492302, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030018029734492302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3482109010219574, + 0.04690216854214668, + 0.06301118433475494, + 0.07116278260946274, + 0.029948659241199493, + 0.04483722895383835, + 0.03300081938505173, + 0.28239333629608154, + 0.05071163922548294, + 0.029821248725056648 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.030018029734492302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007295330869965255 + ], + "opposite_logprob_tokens": [ + -7.250729560852051 + ], + "logprob_reward": -0.0007295330869965255, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007295330869965255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25447002053260803, + 0.1185842752456665, + 0.03212551027536392, + 0.0920390710234642, + 0.033552322536706924, + 0.08519961684942245, + 0.07480008155107498, + 0.1436806470155716, + 0.056909337639808655, + 0.10863915085792542 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0007295330869965255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778574109077454 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778574109077454, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778574109077454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11039265990257263, + 0.032087862491607666, + 0.0210585817694664, + 0.02777988277375698, + 0.11973689496517181, + 0.049689263105392456, + 0.026913780719041824, + 0.14204101264476776, + 0.28573915362358093, + 0.18456090986728668 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.009778574109077454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190310439094901 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.003190310439094901, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190310439094901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2277744859457016, + 0.0584125816822052, + 0.03652288392186165, + 0.024681854993104935, + 0.0675535723567009, + 0.04292284697294235, + 0.02326297201216221, + 0.26599064469337463, + 0.05344081670045853, + 0.19943737983703613 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.003190310439094901 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278040826320648 + ], + "opposite_logprob_tokens": [ + -2.017780303955078 + ], + "logprob_reward": -0.14278040826320648, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14278040826320648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11846020072698593, + 0.11617568880319595, + 0.039886511862277985, + 0.041960276663303375, + 0.06756273657083511, + 0.044872354716062546, + 0.050919197499752045, + 0.308000385761261, + 0.11391357332468033, + 0.09824909269809723 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.14278040826320648 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing shot first captures a complex three-dimensional holographic image of the immune system suspended in a deep, black space. This image, composed of countless luminous blue and cyan lines forming an intricate network, connects translucent geometric polygons representing cells and the iconic Y-shaped symbol representing antibodies, emanating a calm and scientific aura. Suddenly, an invisible energy suddenly cleaves it from its center, causing the intricate structure to explode in an instant. Countless abstract cell and antibody symbols, like shards of shattered glass, scatter in all directions in a spectacular and chaotic manner. Each fragment retains its own cool glow, trailing a fleeting, luminous trail against the pitch-black background. The camera steadily and calmly moves forward, weaving through this visual storm of geometric forms and life symbols, capturing close-ups of the swirling and tumbling fragments, creating a grand atmosphere of dynamic beauty, a juxtaposition of deconstruction and reconstruction, perfectly presenting an abstract visual collision of life sciences.", + "seed": 32782, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_15/index_3186_seed_32782_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03169853354338557, + "vlm_logprob": -0.03169853354338557, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.03169853354338557, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024114053696393967 + ], + "opposite_logprob_tokens": [ + -3.7741141319274902 + ], + "logprob_reward": -0.024114053696393967, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024114053696393967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3715057969093323, + 0.057746127247810364, + 0.05571982264518738, + 0.071079783141613, + 0.14728833734989166, + 0.06043339893221855, + 0.05861251801252365, + 0.036817897111177444, + 0.09109486639499664, + 0.04970143362879753 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.024114053696393967 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015303102554753423 + ], + "opposite_logprob_tokens": [ + -6.501530170440674 + ], + "logprob_reward": -0.0015303102554753423, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015303102554753423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3462490737438202, + 0.0751153826713562, + 0.04946313053369522, + 0.04775720462203026, + 0.07873253524303436, + 0.060909438878297806, + 0.08406903594732285, + 0.044892385601997375, + 0.06835795938968658, + 0.14445380866527557 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0015303102554753423 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036168177612125874 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.0036168177612125874, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036168177612125874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30725228786468506, + 0.045661382377147675, + 0.0660693496465683, + 0.05752851068973541, + 0.15267907083034515, + 0.03978779911994934, + 0.05228365212678909, + 0.05470544844865799, + 0.11631914973258972, + 0.10771336406469345 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0036168177612125874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021949741058051586 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021949741058051586, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021949741058051586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2276066243648529, + 0.046601373702287674, + 0.040976203978061676, + 0.07285328209400177, + 0.19363784790039062, + 0.08253159373998642, + 0.04046123847365379, + 0.046885162591934204, + 0.03754264488816261, + 0.21090403199195862 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0021949741058051586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703651189804077 + ], + "opposite_logprob_tokens": [ + -2.1270365715026855 + ], + "logprob_reward": -0.12703651189804077, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703651189804077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11742735654115677, + 0.07053541392087936, + 0.06797755509614944, + 0.06732778996229172, + 0.10670296847820282, + 0.06318191438913345, + 0.045068491250276566, + 0.08838233351707458, + 0.1766105592250824, + 0.1967855840921402 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.12703651189804077 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing shot first captures a complex three-dimensional holographic image of the immune system suspended in a deep, black space. This image, composed of countless luminous blue and cyan lines forming an intricate network, connects translucent geometric polygons representing cells and the iconic Y-shaped symbol representing antibodies, emanating a calm and scientific aura. Suddenly, an invisible energy suddenly cleaves it from its center, causing the intricate structure to explode in an instant. Countless abstract cell and antibody symbols, like shards of shattered glass, scatter in all directions in a spectacular and chaotic manner. Each fragment retains its own cool glow, trailing a fleeting, luminous trail against the pitch-black background. The camera steadily and calmly moves forward, weaving through this visual storm of geometric forms and life symbols, capturing close-ups of the swirling and tumbling fragments, creating a grand atmosphere of dynamic beauty, a juxtaposition of deconstruction and reconstruction, perfectly presenting an abstract visual collision of life sciences.", + "seed": 32783, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_15/index_3186_seed_32783_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.034317628899589184, + "vlm_logprob": -0.034317628899589184, + "vlm_yes_no_margin": 4.624999952316284, + "vlm_token_credit": -0.034317628899589184, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018833857029676437 + ], + "opposite_logprob_tokens": [ + -4.018833637237549 + ], + "logprob_reward": -0.018833857029676437, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018833857029676437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20062023401260376, + 0.11585782468318939, + 0.046605564653873444, + 0.04748356342315674, + 0.10701080411672592, + 0.05802610516548157, + 0.05942154303193092, + 0.06714627891778946, + 0.0475381538271904, + 0.2502899169921875 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.018833857029676437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025119201745837927 + ], + "opposite_logprob_tokens": [ + -6.002511978149414 + ], + "logprob_reward": -0.0025119201745837927, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025119201745837927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0991673693060875, + 0.07239416986703873, + 0.042149681597948074, + 0.08600322157144547, + 0.10196814686059952, + 0.025654159486293793, + 0.06470287591218948, + 0.03334880247712135, + 0.10138493776321411, + 0.37322667241096497 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.0025119201745837927 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640998784452677 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004640998784452677, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640998784452677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07513818889856339, + 0.06725601106882095, + 0.05586637184023857, + 0.05028204619884491, + 0.0636616125702858, + 0.03137141093611717, + 0.03808476775884628, + 0.03932918235659599, + 0.13506224751472473, + 0.4439482092857361 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.004640998784452677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002817234955728054 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.002817234955728054, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002817234955728054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06480254977941513, + 0.0599859356880188, + 0.05152365565299988, + 0.13587763905525208, + 0.050314489752054214, + 0.03560234606266022, + 0.04083879664540291, + 0.07035700231790543, + 0.12751738727092743, + 0.3631802201271057 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.002817234955728054 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278413355350494 + ], + "opposite_logprob_tokens": [ + -2.0177841186523438 + ], + "logprob_reward": -0.14278413355350494, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278413355350494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056456390768289566, + 0.05584295094013214, + 0.04498947411775589, + 0.1065857782959938, + 0.0375874824821949, + 0.048768460750579834, + 0.06328687071800232, + 0.04699068143963814, + 0.06962287425994873, + 0.46986904740333557 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.14278413355350494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing shot first captures a complex three-dimensional holographic image of the immune system suspended in a deep, black space. This image, composed of countless luminous blue and cyan lines forming an intricate network, connects translucent geometric polygons representing cells and the iconic Y-shaped symbol representing antibodies, emanating a calm and scientific aura. Suddenly, an invisible energy suddenly cleaves it from its center, causing the intricate structure to explode in an instant. Countless abstract cell and antibody symbols, like shards of shattered glass, scatter in all directions in a spectacular and chaotic manner. Each fragment retains its own cool glow, trailing a fleeting, luminous trail against the pitch-black background. The camera steadily and calmly moves forward, weaving through this visual storm of geometric forms and life symbols, capturing close-ups of the swirling and tumbling fragments, creating a grand atmosphere of dynamic beauty, a juxtaposition of deconstruction and reconstruction, perfectly presenting an abstract visual collision of life sciences.", + "seed": 32784, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_15/index_3186_seed_32784_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07733836648985744, + "vlm_logprob": -0.07733836648985744, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.07733836648985744, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22576376795768738 + ], + "opposite_logprob_tokens": [ + -1.6007637977600098 + ], + "logprob_reward": -0.22576376795768738, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22576376795768738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21018514037132263, + 0.1654754877090454, + 0.08013761043548584, + 0.07415778934955597, + 0.10969021171331406, + 0.07167184352874756, + 0.05220094323158264, + 0.06186192110180855, + 0.0427652969956398, + 0.13185374438762665 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.22576376795768738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006761173252016306 + ], + "opposite_logprob_tokens": [ + -5.006761074066162 + ], + "logprob_reward": -0.006761173252016306, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006761173252016306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08709258586168289, + 0.12068846821784973, + 0.0642087385058403, + 0.14451421797275543, + 0.028727678582072258, + 0.05705063045024872, + 0.07134013622999191, + 0.019819462671875954, + 0.33954572677612305, + 0.06701235473155975 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.006761173252016306 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016065670177340508 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.016065670177340508, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016065670177340508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03902546688914299, + 0.02479703165590763, + 0.02871173992753029, + 0.046750038862228394, + 0.03996651992201805, + 0.02981974557042122, + 0.028930839151144028, + 0.07586432993412018, + 0.6635128855705261, + 0.022621382027864456 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.016065670177340508 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072383262217045 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072383262217045, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072383262217045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042130619287490845, + 0.02996220253407955, + 0.026503266766667366, + 0.0431213453412056, + 0.030909234657883644, + 0.027107462286949158, + 0.028004523366689682, + 0.01659981533885002, + 0.6341837048530579, + 0.12147791683673859 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.011072383262217045 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial scene a complex three-dimensional holographic image of the immune system suspended in a deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the holographic image consist of luminous blue and cyan lines forming a network with translucent geometric polygons and Y-shaped antibody symbols?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does an invisible energy cleave the structure from its center causing it to explode into abstract fragments that scatter in all directions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the scattered fragments retain a cool glow and trail luminous paths against the pitch-black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily and calmly move forward weaving through the swirling and tumbling fragments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702883780002594 + ], + "opposite_logprob_tokens": [ + -2.1270289421081543 + ], + "logprob_reward": -0.12702883780002594, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702883780002594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13647697865962982, + 0.09719719737768173, + 0.11240591108798981, + 0.13606591522693634, + 0.06319579482078552, + 0.07330296188592911, + 0.06621360033750534, + 0.12194579094648361, + 0.10822204500436783, + 0.08497384190559387 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.12702883780002594 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_2/index_tensor([2507, 2507])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_2/index_tensor([2507, 2507])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..de764a83bd4b5261545376aa27fbcfdc318268c7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_2/index_tensor([2507, 2507])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strikingly cinematic close-up, captured from a level, slightly upward angle and employing a shallow depth of field, focuses precisely on an aged hand, deeply wrinkled and stained by age. Its skin is dry and furrowed, its knuckles thickened by years of toil. Steadily and calmly, this hand holds a classic-style ceramic wine bottle, a warm off-white hue, bearing the words \"Luzhou Laojiao\" clearly inscribed in traditional red calligraphy. Carefully, this hand reaches forward, solemnly passing the bottle to a younger, smooth, and vibrant hand, now approaching the frame. The latter boasts delicate skin and immaculately manicured nails. The scene is enveloped in a magical atmosphere. A warm, soft sidelight, illuminating the two hands from the upper left, not only highlights the distinct textures of the two hands and the smooth texture of the bottle, but also illuminates the countless luminous dust particles floating and swirling in the surrounding air. The background is completely blurred into a dreamy circular light spot composed of amber and gold, concentrating all visual focus on the sacred moment when the two hands are about to be handed over and the fingertips are about to touch, creating a solemn, warm and tranquil atmosphere full of inheritance.", + "seed": 25117, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_2/index_2507_seed_25117_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14274570047855378, + "vlm_logprob": -0.14274570047855378, + "vlm_yes_no_margin": 2.374999928474426, + "vlm_token_credit": -0.14274570047855378, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3874911069869995 + ], + "opposite_logprob_tokens": [ + -1.1374911069869995 + ], + "logprob_reward": -0.3874911069869995, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3874911069869995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23242634534835815, + 0.06675993651151657, + 0.13052454590797424, + 0.0657496303319931, + 0.077874556183815, + 0.07108450680971146, + 0.14420783519744873, + 0.045943208038806915, + 0.09844131022691727, + 0.06698804348707199 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.3874911069869995 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428723782300949 + ], + "opposite_logprob_tokens": [ + -2.0178723335266113 + ], + "logprob_reward": -0.1428723782300949, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428723782300949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17579445242881775, + 0.06616798788309097, + 0.17697927355766296, + 0.07094283401966095, + 0.0636315643787384, + 0.05756230279803276, + 0.2040613889694214, + 0.05896640941500664, + 0.038705941289663315, + 0.08718785643577576 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.1428723782300949 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811611980199814 + ], + "opposite_logprob_tokens": [ + -3.288116216659546 + ], + "logprob_reward": -0.03811611980199814, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811611980199814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1890350878238678, + 0.06613703072071075, + 0.24212999641895294, + 0.1262848973274231, + 0.09168653935194016, + 0.03499891981482506, + 0.05258506163954735, + 0.044731225818395615, + 0.05300269275903702, + 0.09940856695175171 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.03811611980199814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706170976161957 + ], + "opposite_logprob_tokens": [ + -2.127061605453491 + ], + "logprob_reward": -0.12706170976161957, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12706170976161957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34624093770980835, + 0.03767791762948036, + 0.05624590814113617, + 0.11149456351995468, + 0.08930593729019165, + 0.024366090074181557, + 0.12210431694984436, + 0.04948252812027931, + 0.09496505558490753, + 0.06811675429344177 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.12706170976161957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187187612056732 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.018187187612056732, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018187187612056732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17466449737548828, + 0.14017422497272491, + 0.13654211163520813, + 0.2045675367116928, + 0.08990582823753357, + 0.034108664840459824, + 0.04828158766031265, + 0.0476992204785347, + 0.10172169655561447, + 0.022334612905979156 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.018187187612056732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly cinematic close-up, captured from a level, slightly upward angle and employing a shallow depth of field, focuses precisely on an aged hand, deeply wrinkled and stained by age. Its skin is dry and furrowed, its knuckles thickened by years of toil. Steadily and calmly, this hand holds a classic-style ceramic wine bottle, a warm off-white hue, bearing the words \"Luzhou Laojiao\" clearly inscribed in traditional red calligraphy. Carefully, this hand reaches forward, solemnly passing the bottle to a younger, smooth, and vibrant hand, now approaching the frame. The latter boasts delicate skin and immaculately manicured nails. The scene is enveloped in a magical atmosphere. A warm, soft sidelight, illuminating the two hands from the upper left, not only highlights the distinct textures of the two hands and the smooth texture of the bottle, but also illuminates the countless luminous dust particles floating and swirling in the surrounding air. The background is completely blurred into a dreamy circular light spot composed of amber and gold, concentrating all visual focus on the sacred moment when the two hands are about to be handed over and the fingertips are about to touch, creating a solemn, warm and tranquil atmosphere full of inheritance.", + "seed": 25118, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_2/index_2507_seed_25118_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.040320342499762775, + "vlm_logprob": -0.040320342499762775, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.040320342499762775, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07042653113603592 + ], + "opposite_logprob_tokens": [ + -2.6954264640808105 + ], + "logprob_reward": -0.07042653113603592, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07042653113603592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07680507749319077, + 0.15848395228385925, + 0.06155330315232277, + 0.15710511803627014, + 0.25454574823379517, + 0.06389563530683517, + 0.04018981754779816, + 0.06638774275779724, + 0.08008572459220886, + 0.040947917848825455 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.07042653113603592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908449858427048 + ], + "opposite_logprob_tokens": [ + -2.4640843868255615 + ], + "logprob_reward": -0.08908449858427048, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908449858427048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12966300547122955, + 0.26352807879447937, + 0.054260313510894775, + 0.17212536931037903, + 0.0951826274394989, + 0.06995997577905655, + 0.045482050627470016, + 0.031610842794179916, + 0.06965675204992294, + 0.06853101402521133 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.08908449858427048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978908035904169 + ], + "opposite_logprob_tokens": [ + -4.634788990020752 + ], + "logprob_reward": -0.00978908035904169, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978908035904169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05141875520348549, + 0.11228392273187637, + 0.14124704897403717, + 0.1025472953915596, + 0.07390893250703812, + 0.06354475021362305, + 0.09688292443752289, + 0.035837363451719284, + 0.048517804592847824, + 0.2738112211227417 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.00978908035904169 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354091241955757 + ], + "opposite_logprob_tokens": [ + -3.6513540744781494 + ], + "logprob_reward": -0.026354091241955757, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354091241955757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0873892605304718, + 0.08428739756345749, + 0.07888516783714294, + 0.12746556103229523, + 0.16332821547985077, + 0.04107923060655594, + 0.01734909601509571, + 0.022518567740917206, + 0.057638734579086304, + 0.3200587034225464 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.026354091241955757 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947511177510023 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947511177510023, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947511177510023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05281757190823555, + 0.061277300119400024, + 0.06828553229570389, + 0.3162209391593933, + 0.1597898155450821, + 0.041629642248153687, + 0.03247423097491264, + 0.024003636091947556, + 0.027202818542718887, + 0.21629846096038818 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.005947511177510023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly cinematic close-up, captured from a level, slightly upward angle and employing a shallow depth of field, focuses precisely on an aged hand, deeply wrinkled and stained by age. Its skin is dry and furrowed, its knuckles thickened by years of toil. Steadily and calmly, this hand holds a classic-style ceramic wine bottle, a warm off-white hue, bearing the words \"Luzhou Laojiao\" clearly inscribed in traditional red calligraphy. Carefully, this hand reaches forward, solemnly passing the bottle to a younger, smooth, and vibrant hand, now approaching the frame. The latter boasts delicate skin and immaculately manicured nails. The scene is enveloped in a magical atmosphere. A warm, soft sidelight, illuminating the two hands from the upper left, not only highlights the distinct textures of the two hands and the smooth texture of the bottle, but also illuminates the countless luminous dust particles floating and swirling in the surrounding air. The background is completely blurred into a dreamy circular light spot composed of amber and gold, concentrating all visual focus on the sacred moment when the two hands are about to be handed over and the fingertips are about to touch, creating a solemn, warm and tranquil atmosphere full of inheritance.", + "seed": 25119, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_2/index_2507_seed_25119_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04540709182620049, + "vlm_logprob": -0.04540709182620049, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04540709182620049, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04353509843349457 + ], + "opposite_logprob_tokens": [ + -3.168534994125366 + ], + "logprob_reward": -0.04353509843349457, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04353509843349457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09031029790639877, + 0.15939536690711975, + 0.14165286719799042, + 0.042784664779901505, + 0.0608363039791584, + 0.20160484313964844, + 0.053634751588106155, + 0.02422633022069931, + 0.03312479704618454, + 0.1924298107624054 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.04353509843349457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11300165951251984 + ], + "opposite_logprob_tokens": [ + -2.238001585006714 + ], + "logprob_reward": -0.11300165951251984, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11300165951251984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07928831875324249, + 0.16297446191310883, + 0.18876713514328003, + 0.030645281076431274, + 0.05066731199622154, + 0.17528459429740906, + 0.093996062874794, + 0.026279298588633537, + 0.026451868936419487, + 0.16564568877220154 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.11300165951251984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203879982233047 + ], + "opposite_logprob_tokens": [ + -4.264204025268555 + ], + "logprob_reward": -0.014203879982233047, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203879982233047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06474330276250839, + 0.1178162470459938, + 0.04138392210006714, + 0.0860287994146347, + 0.13967111706733704, + 0.17339733242988586, + 0.09321009367704391, + 0.1118810772895813, + 0.060177478939294815, + 0.11169066280126572 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.014203879982233047 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048669539391994476 + ], + "opposite_logprob_tokens": [ + -3.0486695766448975 + ], + "logprob_reward": -0.048669539391994476, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048669539391994476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1662154197692871, + 0.0867840051651001, + 0.11340034008026123, + 0.1102042868733406, + 0.0774635523557663, + 0.08206125348806381, + 0.05259295925498009, + 0.14809994399547577, + 0.053094472736120224, + 0.11008380353450775 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.048669539391994476 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625281810760498 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.007625281810760498, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625281810760498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09217756986618042, + 0.04214876517653465, + 0.39674797654151917, + 0.17966212332248688, + 0.06515230983495712, + 0.0826832503080368, + 0.04336070641875267, + 0.02362474799156189, + 0.051588382571935654, + 0.02285417541861534 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.007625281810760498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly cinematic close-up, captured from a level, slightly upward angle and employing a shallow depth of field, focuses precisely on an aged hand, deeply wrinkled and stained by age. Its skin is dry and furrowed, its knuckles thickened by years of toil. Steadily and calmly, this hand holds a classic-style ceramic wine bottle, a warm off-white hue, bearing the words \"Luzhou Laojiao\" clearly inscribed in traditional red calligraphy. Carefully, this hand reaches forward, solemnly passing the bottle to a younger, smooth, and vibrant hand, now approaching the frame. The latter boasts delicate skin and immaculately manicured nails. The scene is enveloped in a magical atmosphere. A warm, soft sidelight, illuminating the two hands from the upper left, not only highlights the distinct textures of the two hands and the smooth texture of the bottle, but also illuminates the countless luminous dust particles floating and swirling in the surrounding air. The background is completely blurred into a dreamy circular light spot composed of amber and gold, concentrating all visual focus on the sacred moment when the two hands are about to be handed over and the fingertips are about to touch, creating a solemn, warm and tranquil atmosphere full of inheritance.", + "seed": 25120, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_2/index_2507_seed_25120_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04848502420354635, + "vlm_logprob": -0.04848502420354635, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.04848502420354635, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049790069460868835 + ], + "opposite_logprob_tokens": [ + -3.049790143966675 + ], + "logprob_reward": -0.049790069460868835, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049790069460868835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18001438677310944, + 0.08000887185335159, + 0.0812952071428299, + 0.2529153823852539, + 0.058562520891427994, + 0.12451035529375076, + 0.06833565980195999, + 0.09695523977279663, + 0.02129802666604519, + 0.03610435500741005 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.049790069460868835 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039562225341797 + ], + "opposite_logprob_tokens": [ + -1.910395622253418 + ], + "logprob_reward": -0.16039562225341797, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039562225341797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1542912721633911, + 0.08132614195346832, + 0.05530891939997673, + 0.19586437940597534, + 0.07088199257850647, + 0.24532504379749298, + 0.042817845940589905, + 0.07132898271083832, + 0.03625177592039108, + 0.046603620052337646 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.16039562225341797 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191752955317497 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.018191752955317497, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191752955317497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15080276131629944, + 0.07847671955823898, + 0.0626472532749176, + 0.1380026787519455, + 0.03648776188492775, + 0.05191948637366295, + 0.026667386293411255, + 0.16853860020637512, + 0.14301800727844238, + 0.14343932271003723 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.018191752955317497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536648660898209 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536648660898209, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536648660898209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22494304180145264, + 0.16670723259449005, + 0.04529837891459465, + 0.18183769285678864, + 0.06185493990778923, + 0.15852899849414825, + 0.035749584436416626, + 0.069223552942276, + 0.025276346132159233, + 0.030580194666981697 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.012536648660898209 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an aged hand with deeply wrinkled, dry, and furrowed skin holding a ceramic wine bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wine bottle off-white with the words 'Luzhou Laojiao' inscribed in traditional red calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a younger hand with smooth, vibrant skin and immaculately manicured nails approach the frame to receive the bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a warm, soft sidelight coming from the upper left, highlighting dust particles floating in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a close-up with a shallow depth of field, resulting in a completely blurred background of amber and gold light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001511027687229216 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.001511027687229216, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001511027687229216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24339699745178223, + 0.1308126151561737, + 0.0701889842748642, + 0.18589971959590912, + 0.07373988628387451, + 0.07672236114740372, + 0.047181446105241776, + 0.06882782280445099, + 0.041529811918735504, + 0.06170038506388664 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.001511027687229216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_3/index_tensor([8036, 8036])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_3/index_tensor([8036, 8036])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..64db6d4cff4dc2363fcdb796be432ddd5bdcac3b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_3/index_tensor([8036, 8036])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly tilting upward close-up focuses on a corner of the majestic roof of an ancient temple. Soft, diffused daylight reveals the unique texture of each weathered, blue-gray tile. Mottled with dark green moss and the marks of age, the tiles appear a solemn, cold hue against the overcast sky. A low, persistent, faint tremor begins to permeate the wooden structure, capturing the subtlest shifting between the tiles. Then, disturbed, fine, smoky gray-brown dust begins to cautiously fall through the tight cracks between the tiles, carving brief, distinct trails in the still air before silently dissipating. The entire scene is imbued with the weight of history and the tense atmosphere of impending doom, as if a long-dormant power is awakening.", + "seed": 20041, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_3/index_8036_seed_20041_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18205558340996503, + "vlm_logprob": -0.18205558340996503, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.18205558340996503, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2829113304615021 + ], + "opposite_logprob_tokens": [ + -1.4079113006591797 + ], + "logprob_reward": -0.2829113304615021, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2829113304615021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06997277587652206, + 0.04869455471634865, + 0.023006994277238846, + 0.03569994121789932, + 0.10471616685390472, + 0.40583571791648865, + 0.07087713479995728, + 0.05447033420205116, + 0.14064286649227142, + 0.046083491295576096 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.2829113304615021 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041099851951003075 + ], + "opposite_logprob_tokens": [ + -5.504109859466553 + ], + "logprob_reward": -0.0041099851951003075, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041099851951003075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050626255571842194, + 0.0452309250831604, + 0.11653327196836472, + 0.02873138152062893, + 0.016093328595161438, + 0.5259421467781067, + 0.038523733615875244, + 0.0351371243596077, + 0.09245849400758743, + 0.05072340741753578 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.0041099851951003075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.474241703748703 + ], + "opposite_logprob_tokens": [ + -0.9742417335510254 + ], + "logprob_reward": -0.474241703748703, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.474241703748703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09670297801494598, + 0.11485777050256729, + 0.049135882407426834, + 0.05522197484970093, + 0.053341370075941086, + 0.36371657252311707, + 0.10739194601774216, + 0.018429651856422424, + 0.08947692811489105, + 0.051724959164857864 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.474241703748703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899285852909088 + ], + "opposite_logprob_tokens": [ + -2.5789928436279297 + ], + "logprob_reward": -0.07899285852909088, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899285852909088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03892479091882706, + 0.15518900752067566, + 0.04564705491065979, + 0.04103276878595352, + 0.06358706951141357, + 0.4698226749897003, + 0.03336552157998085, + 0.02554263547062874, + 0.07065112888813019, + 0.056237321346998215 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.07899285852909088 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002203911542892 + ], + "opposite_logprob_tokens": [ + -2.6950221061706543 + ], + "logprob_reward": -0.07002203911542892, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002203911542892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060252703726291656, + 0.08073777705430984, + 0.044782061129808426, + 0.03780775144696236, + 0.03729251027107239, + 0.40477484464645386, + 0.06716986000537872, + 0.03563545271754265, + 0.1479233056306839, + 0.08362368494272232 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.07002203911542892 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly tilting upward close-up focuses on a corner of the majestic roof of an ancient temple. Soft, diffused daylight reveals the unique texture of each weathered, blue-gray tile. Mottled with dark green moss and the marks of age, the tiles appear a solemn, cold hue against the overcast sky. A low, persistent, faint tremor begins to permeate the wooden structure, capturing the subtlest shifting between the tiles. Then, disturbed, fine, smoky gray-brown dust begins to cautiously fall through the tight cracks between the tiles, carving brief, distinct trails in the still air before silently dissipating. The entire scene is imbued with the weight of history and the tense atmosphere of impending doom, as if a long-dormant power is awakening.", + "seed": 20042, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_3/index_8036_seed_20042_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06130465306341648, + "vlm_logprob": -0.06130465306341648, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.06130465306341648, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024787021800875664 + ], + "opposite_logprob_tokens": [ + -3.774786949157715 + ], + "logprob_reward": -0.024787021800875664, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024787021800875664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11640974134206772, + 0.028543075546622276, + 0.013137323781847954, + 0.060579344630241394, + 0.022286782041192055, + 0.08048626780509949, + 0.14142078161239624, + 0.016444962471723557, + 0.02967197261750698, + 0.49101975560188293 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.024787021800875664 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094193905591965 + ], + "opposite_logprob_tokens": [ + -4.511094093322754 + ], + "logprob_reward": -0.011094193905591965, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094193905591965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14145831763744354, + 0.06280840188264847, + 0.06410496681928635, + 0.22758300602436066, + 0.025914805009961128, + 0.055541131645441055, + 0.04100918024778366, + 0.05381760001182556, + 0.02656817063689232, + 0.30119436979293823 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.011094193905591965 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001148164272308 + ], + "opposite_logprob_tokens": [ + -2.6950113773345947 + ], + "logprob_reward": -0.07001148164272308, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001148164272308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07645921409130096, + 0.08524114638566971, + 0.01874079741537571, + 0.018254807218909264, + 0.03121979720890522, + 0.016016580164432526, + 0.09179120510816574, + 0.024338211864233017, + 0.031603842973709106, + 0.6063343286514282 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.07001148164272308 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031517595052719 + ], + "opposite_logprob_tokens": [ + -2.3503150939941406 + ], + "logprob_reward": -0.10031517595052719, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031517595052719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12263953685760498, + 0.039090897887945175, + 0.023714203387498856, + 0.14863000810146332, + 0.023468144237995148, + 0.045905742794275284, + 0.029491182416677475, + 0.03474763035774231, + 0.0381830595433712, + 0.49412959814071655 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.10031517595052719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003153920173645 + ], + "opposite_logprob_tokens": [ + -2.3503153324127197 + ], + "logprob_reward": -0.1003153920173645, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003153920173645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17072820663452148, + 0.04275502264499664, + 0.04497675597667694, + 0.17721185088157654, + 0.028312455862760544, + 0.055289432406425476, + 0.12332635372877121, + 0.02291269786655903, + 0.046188853681087494, + 0.2882983684539795 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.1003153920173645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly tilting upward close-up focuses on a corner of the majestic roof of an ancient temple. Soft, diffused daylight reveals the unique texture of each weathered, blue-gray tile. Mottled with dark green moss and the marks of age, the tiles appear a solemn, cold hue against the overcast sky. A low, persistent, faint tremor begins to permeate the wooden structure, capturing the subtlest shifting between the tiles. Then, disturbed, fine, smoky gray-brown dust begins to cautiously fall through the tight cracks between the tiles, carving brief, distinct trails in the still air before silently dissipating. The entire scene is imbued with the weight of history and the tense atmosphere of impending doom, as if a long-dormant power is awakening.", + "seed": 20043, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_3/index_8036_seed_20043_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10753630474209785, + "vlm_logprob": -0.10753630474209785, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.10753630474209785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22772707045078278 + ], + "opposite_logprob_tokens": [ + -1.6027270555496216 + ], + "logprob_reward": -0.22772707045078278, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22772707045078278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20540907979011536, + 0.12039757519960403, + 0.05164643004536629, + 0.029685141518712044, + 0.08479303866624832, + 0.24850961565971375, + 0.0570734404027462, + 0.0915483608841896, + 0.06124512851238251, + 0.04969219118356705 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.22772707045078278 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564901262521744 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.012564901262521744, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564901262521744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12562930583953857, + 0.1720539778470993, + 0.05411594733595848, + 0.0368514284491539, + 0.12379114329814911, + 0.229359969496727, + 0.08647750318050385, + 0.03186522424221039, + 0.03291614353656769, + 0.106939397752285 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.012564901262521744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703168392181396 + ], + "opposite_logprob_tokens": [ + -2.1270318031311035 + ], + "logprob_reward": -0.12703168392181396, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703168392181396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03778385370969772, + 0.08630560338497162, + 0.031835123896598816, + 0.01799446903169155, + 0.02074749954044819, + 0.6477546691894531, + 0.014754174277186394, + 0.05441094562411308, + 0.0587102472782135, + 0.02970343828201294 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.12703168392181396 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033027082681656 + ], + "opposite_logprob_tokens": [ + -2.350330352783203 + ], + "logprob_reward": -0.10033027082681656, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033027082681656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07036998867988586, + 0.18625986576080322, + 0.05623678117990494, + 0.03676813095808029, + 0.08412307500839233, + 0.3395141661167145, + 0.028242681175470352, + 0.02104778401553631, + 0.07300671190023422, + 0.10443082451820374 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.10033027082681656 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002759724855423 + ], + "opposite_logprob_tokens": [ + -2.6950275897979736 + ], + "logprob_reward": -0.07002759724855423, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002759724855423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.117334745824337, + 0.2596853971481323, + 0.04983872175216675, + 0.03325197845697403, + 0.08856251835823059, + 0.08011239767074585, + 0.06291664391756058, + 0.10445205122232437, + 0.066170834004879, + 0.13767465949058533 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.07002759724855423 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly tilting upward close-up focuses on a corner of the majestic roof of an ancient temple. Soft, diffused daylight reveals the unique texture of each weathered, blue-gray tile. Mottled with dark green moss and the marks of age, the tiles appear a solemn, cold hue against the overcast sky. A low, persistent, faint tremor begins to permeate the wooden structure, capturing the subtlest shifting between the tiles. Then, disturbed, fine, smoky gray-brown dust begins to cautiously fall through the tight cracks between the tiles, carving brief, distinct trails in the still air before silently dissipating. The entire scene is imbued with the weight of history and the tense atmosphere of impending doom, as if a long-dormant power is awakening.", + "seed": 20044, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_3/index_8036_seed_20044_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07832357212901116, + "vlm_logprob": -0.07832357212901116, + "vlm_yes_no_margin": 2.9999999523162844, + "vlm_token_credit": -0.07832357212901116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02827291749417782 + ], + "opposite_logprob_tokens": [ + -3.653272867202759 + ], + "logprob_reward": -0.02827291749417782, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02827291749417782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07731319963932037, + 0.03792351111769676, + 0.034228790551424026, + 0.04080875217914581, + 0.21058571338653564, + 0.4075572192668915, + 0.02844678983092308, + 0.04786862060427666, + 0.06295842677354813, + 0.052309006452560425 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.02827291749417782 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821446232497692 + ], + "opposite_logprob_tokens": [ + -4.018214225769043 + ], + "logprob_reward": -0.01821446232497692, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821446232497692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06181750446557999, + 0.024480478838086128, + 0.02977539412677288, + 0.02100919373333454, + 0.05033368989825249, + 0.5814406275749207, + 0.00894423108547926, + 0.07278244942426682, + 0.10715191066265106, + 0.042264554649591446 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.01821446232497692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25206366181373596 + ], + "opposite_logprob_tokens": [ + -1.5020636320114136 + ], + "logprob_reward": -0.25206366181373596, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25206366181373596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24874940514564514, + 0.10396724939346313, + 0.05265512317419052, + 0.05715968832373619, + 0.15213936567306519, + 0.1593562811613083, + 0.02532903663814068, + 0.01920708641409874, + 0.08169782906770706, + 0.09973885864019394 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.25206366181373596 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038110267370939255 + ], + "opposite_logprob_tokens": [ + -3.2881102561950684 + ], + "logprob_reward": -0.038110267370939255, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038110267370939255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1430603414773941, + 0.055682066828012466, + 0.08705075085163116, + 0.03168460726737976, + 0.16731736063957214, + 0.1713886260986328, + 0.027466846629977226, + 0.034445859491825104, + 0.11001016944646835, + 0.17189337313175201 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.038110267370939255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a corner of an ancient temple roof?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the roof tiles blue-gray, weathered, and covered with dark green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly tilt upward throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do fine smoky gray-brown dust particles fall through cracks between the tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a visible low, persistent tremor causing the wooden structure and tiles to shift?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054956551641225815 + ], + "opposite_logprob_tokens": [ + -2.9299564361572266 + ], + "logprob_reward": -0.054956551641225815, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054956551641225815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24578887224197388, + 0.10252323746681213, + 0.05743527039885521, + 0.034068334847688675, + 0.12758612632751465, + 0.1080741360783577, + 0.02846759743988514, + 0.0809905081987381, + 0.1430249661207199, + 0.07204099744558334 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.054956551641225815 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_4/index_tensor([7762, 7762])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_4/index_tensor([7762, 7762])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4277635372b3345c45b38c4963bc52de9b93210c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_4/index_tensor([7762, 7762])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning high-angle wide-angle shot, like a slowly drifting drone, smoothly moves across a vast, lush green valley bathed in the warm golden light of afternoon. A broad, placid river, its surface a deep blue, meanders and twists its way through the heart of the landscape. The low-hanging sun captures the slow-moving water, leaving a trail of shimmering, diamond-like brilliance across its surface. As the camera continues to scan, it reveals an ancient stone bridge with multiple graceful arches. The weathered gray stone is covered in a dense mat of green moss, a testament to its age. The river flows steadily and deliberately beneath the bridge, and the cool, dark shadows beneath the arches contrast sharply with the sunlit water on either side, evoking a profound atmosphere of tranquility, timelessness, and majestic natural beauty.", + "seed": 28579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_4/index_7762_seed_28579_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019181611901149153, + "vlm_logprob": -0.019181611901149153, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.019181611901149153, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026653142645955086 + ], + "opposite_logprob_tokens": [ + -4.276653289794922 + ], + "logprob_reward": -0.026653142645955086, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.026653142645955086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25035402178764343, + 0.13036885857582092, + 0.14226382970809937, + 0.03360557556152344, + 0.047853682190179825, + 0.08546492457389832, + 0.1673734337091446, + 0.06799595057964325, + 0.028827734291553497, + 0.04589199274778366 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.026653142645955086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812897205352783 + ], + "opposite_logprob_tokens": [ + -3.2881288528442383 + ], + "logprob_reward": -0.03812897205352783, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812897205352783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17539232969284058, + 0.12859927117824554, + 0.11961488425731659, + 0.03922700881958008, + 0.07829061895608902, + 0.056583255529403687, + 0.2124250829219818, + 0.07514011114835739, + 0.0324719175696373, + 0.08225546777248383 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.03812897205352783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031980343628674746 + ], + "opposite_logprob_tokens": [ + -5.753198146820068 + ], + "logprob_reward": -0.0031980343628674746, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031980343628674746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40632402896881104, + 0.1133616492152214, + 0.018931716680526733, + 0.03265491873025894, + 0.05323398858308792, + 0.05594130605459213, + 0.20112940669059753, + 0.0675472617149353, + 0.023464607074856758, + 0.027411120012402534 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0031980343628674746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293081670999527 + ], + "opposite_logprob_tokens": [ + -3.7732930183410645 + ], + "logprob_reward": -0.023293081670999527, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293081670999527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13446184992790222, + 0.05318654328584671, + 0.021185018122196198, + 0.016073767095804214, + 0.049320802092552185, + 0.06127666309475899, + 0.4717656075954437, + 0.13944844901561737, + 0.015212491154670715, + 0.03806878998875618 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.023293081670999527 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634828772395849 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004634828772395849, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634828772395849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14384470880031586, + 0.0396563857793808, + 0.025760561227798462, + 0.02649843506515026, + 0.04551133140921593, + 0.032304100692272186, + 0.4810309112071991, + 0.07863391190767288, + 0.028672900050878525, + 0.09808670729398727 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.004634828772395849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning high-angle wide-angle shot, like a slowly drifting drone, smoothly moves across a vast, lush green valley bathed in the warm golden light of afternoon. A broad, placid river, its surface a deep blue, meanders and twists its way through the heart of the landscape. The low-hanging sun captures the slow-moving water, leaving a trail of shimmering, diamond-like brilliance across its surface. As the camera continues to scan, it reveals an ancient stone bridge with multiple graceful arches. The weathered gray stone is covered in a dense mat of green moss, a testament to its age. The river flows steadily and deliberately beneath the bridge, and the cool, dark shadows beneath the arches contrast sharply with the sunlit water on either side, evoking a profound atmosphere of tranquility, timelessness, and majestic natural beauty.", + "seed": 28580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_4/index_7762_seed_28580_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06809017490595579, + "vlm_logprob": -0.06809017490595579, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.06809017490595579, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11207013577222824 + ], + "opposite_logprob_tokens": [ + -2.362070083618164 + ], + "logprob_reward": -0.11207013577222824, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11207013577222824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2458406537771225, + 0.06411293148994446, + 0.1008964255452156, + 0.04786371439695358, + 0.041791122406721115, + 0.03203301131725311, + 0.3810863494873047, + 0.01830182410776615, + 0.019582469016313553, + 0.04849144071340561 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.11207013577222824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900420576334 + ], + "opposite_logprob_tokens": [ + -2.5790042877197266 + ], + "logprob_reward": -0.07900420576334, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900420576334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3144151270389557, + 0.11611775308847427, + 0.12056693434715271, + 0.030269518494606018, + 0.06826841086149216, + 0.033039189875125885, + 0.15144409239292145, + 0.025356516242027283, + 0.0716990977525711, + 0.06882338970899582 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.07900420576334 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786011651158333 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786011651158333, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786011651158333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24446362257003784, + 0.18994688987731934, + 0.07939326763153076, + 0.06663548946380615, + 0.2078462392091751, + 0.038182616233825684, + 0.09446509182453156, + 0.013350804336369038, + 0.028948210179805756, + 0.03676775097846985 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.009786011651158333 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705634534358978 + ], + "opposite_logprob_tokens": [ + -2.127056360244751 + ], + "logprob_reward": -0.12705634534358978, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705634534358978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2686748504638672, + 0.09357605129480362, + 0.14992040395736694, + 0.08407499641180038, + 0.06992460787296295, + 0.057926468551158905, + 0.20378650724887848, + 0.020647957921028137, + 0.013955691829323769, + 0.03751252219080925 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.12705634534358978 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534175999462605 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534175999462605, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534175999462605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1806754767894745, + 0.12357813119888306, + 0.08920837938785553, + 0.110654816031456, + 0.1573048084974289, + 0.05177703872323036, + 0.15132975578308105, + 0.024563593789935112, + 0.06936711817979813, + 0.041540902107954025 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.012534175999462605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning high-angle wide-angle shot, like a slowly drifting drone, smoothly moves across a vast, lush green valley bathed in the warm golden light of afternoon. A broad, placid river, its surface a deep blue, meanders and twists its way through the heart of the landscape. The low-hanging sun captures the slow-moving water, leaving a trail of shimmering, diamond-like brilliance across its surface. As the camera continues to scan, it reveals an ancient stone bridge with multiple graceful arches. The weathered gray stone is covered in a dense mat of green moss, a testament to its age. The river flows steadily and deliberately beneath the bridge, and the cool, dark shadows beneath the arches contrast sharply with the sunlit water on either side, evoking a profound atmosphere of tranquility, timelessness, and majestic natural beauty.", + "seed": 28581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_4/index_7762_seed_28581_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07330115716904402, + "vlm_logprob": -0.07330115716904402, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.07330115716904402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11206565797328949 + ], + "opposite_logprob_tokens": [ + -2.362065553665161 + ], + "logprob_reward": -0.11206565797328949, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11206565797328949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11824359744787216, + 0.111471988260746, + 0.1599522829055786, + 0.16293062269687653, + 0.29717931151390076, + 0.05072624236345291, + 0.03421301767230034, + 0.01940816640853882, + 0.012849101796746254, + 0.03302568569779396 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.11206565797328949 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127069890499115 + ], + "opposite_logprob_tokens": [ + -2.1270699501037598 + ], + "logprob_reward": -0.127069890499115, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.127069890499115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17218978703022003, + 0.2525971531867981, + 0.15882958471775055, + 0.06791079044342041, + 0.06753478944301605, + 0.08107415586709976, + 0.07292453199625015, + 0.02116798609495163, + 0.02504267729818821, + 0.08072856813669205 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.127069890499115 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645863547921181 + ], + "opposite_logprob_tokens": [ + -5.379645824432373 + ], + "logprob_reward": -0.004645863547921181, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645863547921181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16262994706630707, + 0.2893696427345276, + 0.045350924134254456, + 0.14839188754558563, + 0.10467155277729034, + 0.08907923847436905, + 0.067800372838974, + 0.018386654555797577, + 0.018781539052724838, + 0.05553823336958885 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.004645863547921181 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294544488191605 + ], + "opposite_logprob_tokens": [ + -2.237945556640625 + ], + "logprob_reward": -0.11294544488191605, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294544488191605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10628103464841843, + 0.14981867372989655, + 0.07078259438276291, + 0.22553950548171997, + 0.1571066826581955, + 0.10138880461454391, + 0.06432432681322098, + 0.019913766533136368, + 0.028180601075291634, + 0.07666394114494324 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.11294544488191605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778928942978382 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009778928942978382, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778928942978382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1290895789861679, + 0.12941567599773407, + 0.14246203005313873, + 0.17733138799667358, + 0.10257042944431305, + 0.11113284528255463, + 0.0595342293381691, + 0.02641216851770878, + 0.021810635924339294, + 0.10024101287126541 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.009778928942978382 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning high-angle wide-angle shot, like a slowly drifting drone, smoothly moves across a vast, lush green valley bathed in the warm golden light of afternoon. A broad, placid river, its surface a deep blue, meanders and twists its way through the heart of the landscape. The low-hanging sun captures the slow-moving water, leaving a trail of shimmering, diamond-like brilliance across its surface. As the camera continues to scan, it reveals an ancient stone bridge with multiple graceful arches. The weathered gray stone is covered in a dense mat of green moss, a testament to its age. The river flows steadily and deliberately beneath the bridge, and the cool, dark shadows beneath the arches contrast sharply with the sunlit water on either side, evoking a profound atmosphere of tranquility, timelessness, and majestic natural beauty.", + "seed": 28582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_4/index_7762_seed_28582_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13185062054544688, + "vlm_logprob": -0.13185062054544688, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.13185062054544688, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3263881206512451 + ], + "opposite_logprob_tokens": [ + -1.3263881206512451 + ], + "logprob_reward": -0.3263881206512451, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3263881206512451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11629822105169296, + 0.1378927081823349, + 0.14125841856002808, + 0.031324539333581924, + 0.06622879952192307, + 0.11802311986684799, + 0.22862757742404938, + 0.05439211428165436, + 0.03709009289741516, + 0.06886439025402069 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.3263881206512451 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813504934310913 + ], + "opposite_logprob_tokens": [ + -1.4063504934310913 + ], + "logprob_reward": -0.2813504934310913, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813504934310913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0700729489326477, + 0.10086694359779358, + 0.217847540974617, + 0.025580476969480515, + 0.031861573457717896, + 0.12888988852500916, + 0.2124728411436081, + 0.0316767618060112, + 0.02982732094824314, + 0.15090370178222656 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.2813504934310913 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370121121406555 + ], + "opposite_logprob_tokens": [ + -3.408701181411743 + ], + "logprob_reward": -0.03370121121406555, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370121121406555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23817725479602814, + 0.16287383437156677, + 0.07600777596235275, + 0.03163089230656624, + 0.04265027493238449, + 0.15742680430412292, + 0.08230837434530258, + 0.02766239643096924, + 0.047532498836517334, + 0.13372987508773804 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.03370121121406555 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079693213105202 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079693213105202, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079693213105202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.176398366689682, + 0.10433174669742584, + 0.09023065865039825, + 0.014616170898079872, + 0.06719617545604706, + 0.3914787173271179, + 0.03591227903962135, + 0.013307214714586735, + 0.014190400019288063, + 0.09233833104372025 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.011079693213105202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera move smoothly like a slowly drifting drone across a vast lush green valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a broad placid river with deep blue water visible meandering through the landscape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ancient stone bridge with multiple graceful arches and weathered gray moss-covered stone visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show the river flowing beneath the bridge with cool dark shadows under the arches contrasting with sunlit water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733584217727184 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733584217727184, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733584217727184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.322506844997406, + 0.10592763870954514, + 0.025315061211586, + 0.020541595295071602, + 0.03561971336603165, + 0.2631598114967346, + 0.04742439463734627, + 0.03754502162337303, + 0.05573044717311859, + 0.08622951060533524 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.006733584217727184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_5/index_tensor([8088, 8088])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_5/index_tensor([8088, 8088])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6eec79c7de51100b0074df8370dd942475bcf61c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_5/index_tensor([8088, 8088])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a whimsical, retro animation style, a low-angle, cinematic tracking shot smoothly glides across a quiet town square paved with weathered cobblestones, following the tangible path of a visible air current. A spectacular sunset ignites the sky with a breathtaking gradient of fiery red, fuchsia, and deep purple, bathing the quaint, storybook architecture of the surrounding buildings in a warm, golden glow. This low, intense light casts long, dramatic, and slightly distorted shadows from the central stone fountain and empty cast-iron benches, extending them across the square. The camera's movements are synchronized with the wind itself, which manifests as a stream of shimmering, translucent water, gracefully lifting a whirlwind of dry, curling autumn leaves in hues of russet and gold. These leaves dance and spiral chaotically in a central vortex, then glide across the cobblestones, accompanied by ethereal plumes of fine dust, catching the light and shimmering. The entire scene is rendered with the charming imperfections of classic animation, characterized by stylized shapes and rich, saturated colors, all coated in a subtle film grain effect, lending a nostalgic, textured quality and creating an atmosphere of tranquil, enchanting solitude.", + "seed": 5984, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_5/index_8088_seed_5984_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018218599969986825, + "vlm_logprob": -0.018218599969986825, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.018218599969986825, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006977269076742232 + ], + "opposite_logprob_tokens": [ + -7.750697612762451 + ], + "logprob_reward": -0.0006977269076742232, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0006977269076742232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12224926799535751, + 0.0795033872127533, + 0.06629281491041183, + 0.17529736459255219, + 0.15742561221122742, + 0.11567656695842743, + 0.029477937147021294, + 0.10895150154829025, + 0.06351517885923386, + 0.08161042630672455 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0006977269076742232 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076268198899924755 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.0076268198899924755, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076268198899924755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1557776927947998, + 0.13492994010448456, + 0.05264976620674133, + 0.06777379661798477, + 0.1666657030582428, + 0.02584354393184185, + 0.2244979292154312, + 0.1068001240491867, + 0.019533796235919, + 0.04552767053246498 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.0076268198899924755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015097183641046286 + ], + "opposite_logprob_tokens": [ + -6.501509666442871 + ], + "logprob_reward": -0.0015097183641046286, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015097183641046286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1417323648929596, + 0.061628326773643494, + 0.049027495086193085, + 0.13405421376228333, + 0.11097416281700134, + 0.09009136259555817, + 0.11181984841823578, + 0.18663065135478973, + 0.05529966577887535, + 0.05874190852046013 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.0015097183641046286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054932743310928345 + ], + "opposite_logprob_tokens": [ + -2.9299328327178955 + ], + "logprob_reward": -0.054932743310928345, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054932743310928345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1584775447845459, + 0.045044269412755966, + 0.11614688485860825, + 0.08884622156620026, + 0.08957985043525696, + 0.03245905414223671, + 0.31790849566459656, + 0.06731629371643066, + 0.05295988544821739, + 0.03126145526766777 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.054932743310928345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02632599137723446 + ], + "opposite_logprob_tokens": [ + -3.6513259410858154 + ], + "logprob_reward": -0.02632599137723446, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02632599137723446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06794382631778717, + 0.07695036381483078, + 0.037277836352586746, + 0.15981562435626984, + 0.13974520564079285, + 0.15525470674037933, + 0.08079324662685394, + 0.2172091007232666, + 0.03906755894422531, + 0.025942496955394745 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.02632599137723446 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a whimsical, retro animation style, a low-angle, cinematic tracking shot smoothly glides across a quiet town square paved with weathered cobblestones, following the tangible path of a visible air current. A spectacular sunset ignites the sky with a breathtaking gradient of fiery red, fuchsia, and deep purple, bathing the quaint, storybook architecture of the surrounding buildings in a warm, golden glow. This low, intense light casts long, dramatic, and slightly distorted shadows from the central stone fountain and empty cast-iron benches, extending them across the square. The camera's movements are synchronized with the wind itself, which manifests as a stream of shimmering, translucent water, gracefully lifting a whirlwind of dry, curling autumn leaves in hues of russet and gold. These leaves dance and spiral chaotically in a central vortex, then glide across the cobblestones, accompanied by ethereal plumes of fine dust, catching the light and shimmering. The entire scene is rendered with the charming imperfections of classic animation, characterized by stylized shapes and rich, saturated colors, all coated in a subtle film grain effect, lending a nostalgic, textured quality and creating an atmosphere of tranquil, enchanting solitude.", + "seed": 5985, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_5/index_8088_seed_5985_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029593881662003697, + "vlm_logprob": -0.029593881662003697, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.029593881662003697, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011088658357039094 + ], + "opposite_logprob_tokens": [ + -7.126108646392822 + ], + "logprob_reward": -0.0011088658357039094, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0011088658357039094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13754616677761078, + 0.09889884293079376, + 0.03722621873021126, + 0.06453382968902588, + 0.05561283230781555, + 0.08147455006837845, + 0.11440706253051758, + 0.273942232131958, + 0.03133883327245712, + 0.10501944273710251 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0011088658357039094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866704344749451 + ], + "opposite_logprob_tokens": [ + -3.0486669540405273 + ], + "logprob_reward": -0.04866704344749451, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866704344749451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17179550230503082, + 0.33482104539871216, + 0.028288956731557846, + 0.048298124223947525, + 0.032292839139699936, + 0.03983031585812569, + 0.04519803076982498, + 0.21186594665050507, + 0.03036860190331936, + 0.05724066123366356 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.04866704344749451 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024862352292984724 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.0024862352292984724, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024862352292984724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.153945654630661, + 0.15188603103160858, + 0.056691139936447144, + 0.06544048339128494, + 0.054182760417461395, + 0.0764726921916008, + 0.05978424474596977, + 0.23850007355213165, + 0.07066910713911057, + 0.07242779433727264 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0024862352292984724 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033689454197883606 + ], + "opposite_logprob_tokens": [ + -3.408689498901367 + ], + "logprob_reward": -0.033689454197883606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033689454197883606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12116291373968124, + 0.07454068213701248, + 0.030050596222281456, + 0.12083980441093445, + 0.08782316744327545, + 0.09378735721111298, + 0.06811186671257019, + 0.2759634852409363, + 0.05171749368309975, + 0.07600264251232147 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.033689454197883606 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062017809599637985 + ], + "opposite_logprob_tokens": [ + -2.8120179176330566 + ], + "logprob_reward": -0.062017809599637985, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062017809599637985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1159634068608284, + 0.07973324507474899, + 0.041575416922569275, + 0.06084828078746796, + 0.08160192519426346, + 0.0564505010843277, + 0.10188671201467514, + 0.24270185828208923, + 0.04797567427158356, + 0.17126302421092987 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.062017809599637985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a whimsical, retro animation style, a low-angle, cinematic tracking shot smoothly glides across a quiet town square paved with weathered cobblestones, following the tangible path of a visible air current. A spectacular sunset ignites the sky with a breathtaking gradient of fiery red, fuchsia, and deep purple, bathing the quaint, storybook architecture of the surrounding buildings in a warm, golden glow. This low, intense light casts long, dramatic, and slightly distorted shadows from the central stone fountain and empty cast-iron benches, extending them across the square. The camera's movements are synchronized with the wind itself, which manifests as a stream of shimmering, translucent water, gracefully lifting a whirlwind of dry, curling autumn leaves in hues of russet and gold. These leaves dance and spiral chaotically in a central vortex, then glide across the cobblestones, accompanied by ethereal plumes of fine dust, catching the light and shimmering. The entire scene is rendered with the charming imperfections of classic animation, characterized by stylized shapes and rich, saturated colors, all coated in a subtle film grain effect, lending a nostalgic, textured quality and creating an atmosphere of tranquil, enchanting solitude.", + "seed": 5986, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_5/index_8088_seed_5986_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09047351954504848, + "vlm_logprob": -0.09047351954504848, + "vlm_yes_no_margin": 3.299999976158142, + "vlm_token_credit": -0.09047351954504848, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031516901217401028 + ], + "opposite_logprob_tokens": [ + -5.878151893615723 + ], + "logprob_reward": -0.0031516901217401028, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0031516901217401028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07504203915596008, + 0.046485163271427155, + 0.1348632574081421, + 0.23647180199623108, + 0.09382385015487671, + 0.19313713908195496, + 0.11605250835418701, + 0.03459535539150238, + 0.03665349259972572, + 0.03287537395954132 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.0031516901217401028 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270493119955063 + ], + "opposite_logprob_tokens": [ + -2.127049207687378 + ], + "logprob_reward": -0.1270493119955063, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270493119955063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07105409353971481, + 0.062223173677921295, + 0.15614023804664612, + 0.312966912984848, + 0.07322777807712555, + 0.15543901920318604, + 0.06842076033353806, + 0.044566810131073, + 0.03329629823565483, + 0.022664889693260193 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.1270493119955063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624808698892593 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624808698892593, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624808698892593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16859693825244904, + 0.07794023305177689, + 0.11406691372394562, + 0.17764432728290558, + 0.07656430453062057, + 0.13091175258159637, + 0.13388016819953918, + 0.03540179505944252, + 0.058556389063596725, + 0.026437129825353622 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.007624808698892593 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903248608112335 + ], + "opposite_logprob_tokens": [ + -2.4640324115753174 + ], + "logprob_reward": -0.08903248608112335, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903248608112335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.106123186647892, + 0.055433936417102814, + 0.13353022933006287, + 0.1411317139863968, + 0.1360878199338913, + 0.15844260156154633, + 0.15763522684574127, + 0.023227354511618614, + 0.04682782292366028, + 0.04156023636460304 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.08903248608112335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22550930082798004 + ], + "opposite_logprob_tokens": [ + -1.6005092859268188 + ], + "logprob_reward": -0.22550930082798004, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22550930082798004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20650216937065125, + 0.10098972171545029, + 0.12204793840646744, + 0.115948885679245, + 0.08710667490959167, + 0.059382833540439606, + 0.10973665863275528, + 0.05797843262553215, + 0.11309850960969925, + 0.027208169922232628 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.22550930082798004 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a whimsical, retro animation style, a low-angle, cinematic tracking shot smoothly glides across a quiet town square paved with weathered cobblestones, following the tangible path of a visible air current. A spectacular sunset ignites the sky with a breathtaking gradient of fiery red, fuchsia, and deep purple, bathing the quaint, storybook architecture of the surrounding buildings in a warm, golden glow. This low, intense light casts long, dramatic, and slightly distorted shadows from the central stone fountain and empty cast-iron benches, extending them across the square. The camera's movements are synchronized with the wind itself, which manifests as a stream of shimmering, translucent water, gracefully lifting a whirlwind of dry, curling autumn leaves in hues of russet and gold. These leaves dance and spiral chaotically in a central vortex, then glide across the cobblestones, accompanied by ethereal plumes of fine dust, catching the light and shimmering. The entire scene is rendered with the charming imperfections of classic animation, characterized by stylized shapes and rich, saturated colors, all coated in a subtle film grain effect, lending a nostalgic, textured quality and creating an atmosphere of tranquil, enchanting solitude.", + "seed": 5987, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_5/index_8088_seed_5987_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05487408305052668, + "vlm_logprob": -0.05487408305052668, + "vlm_yes_no_margin": 4.000000023841858, + "vlm_token_credit": -0.05487408305052668, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017741668270900846 + ], + "opposite_logprob_tokens": [ + -6.501774311065674 + ], + "logprob_reward": -0.0017741668270900846, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0017741668270900846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4492530822753906, + 0.1255492866039276, + 0.07671965658664703, + 0.05454108864068985, + 0.028153840452432632, + 0.04668054357171059, + 0.08515428006649017, + 0.029575210064649582, + 0.03531777486205101, + 0.0690552145242691 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0017741668270900846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280354976654053 + ], + "opposite_logprob_tokens": [ + -2.01780366897583 + ], + "logprob_reward": -0.14280354976654053, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14280354976654053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37669041752815247, + 0.09417077153921127, + 0.17458805441856384, + 0.10594190657138824, + 0.049490176141262054, + 0.023510199040174484, + 0.031036898493766785, + 0.037119053304195404, + 0.05958234891295433, + 0.047870099544525146 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.14280354976654053 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196044661104679 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002196044661104679, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196044661104679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35328182578086853, + 0.1734675168991089, + 0.15569667518138885, + 0.0710294097661972, + 0.018369339406490326, + 0.062127888202667236, + 0.023664308711886406, + 0.05006862431764603, + 0.03960268571972847, + 0.0526917390525341 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.002196044661104679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864444583654404 + ], + "opposite_logprob_tokens": [ + -3.048644542694092 + ], + "logprob_reward": -0.04864444583654404, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864444583654404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5411624908447266, + 0.04767155647277832, + 0.11550459265708923, + 0.048127662390470505, + 0.03558588773012161, + 0.03079105168581009, + 0.05535714700818062, + 0.059595342725515366, + 0.03039638325572014, + 0.035807859152555466 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.04864444583654404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a whimsical, retro animation style with stylized shapes and rich, saturated colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a quiet town square paved with weathered cobblestones featuring a central stone fountain and empty cast-iron benches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a sunset gradient of fiery red, fuchsia, and deep purple that casts long, distorted shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a visible air current manifesting as a stream of shimmering, translucent water that lifts a whirlwind of dry, curling autumn leaves in russet and gold hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, cinematic tracking shot that smoothly glides across the scene while coated in a subtle film grain effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895220816135406 + ], + "opposite_logprob_tokens": [ + -2.5789523124694824 + ], + "logprob_reward": -0.07895220816135406, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895220816135406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5028501749038696, + 0.11755479127168655, + 0.1735517680644989, + 0.036461491137742996, + 0.017655329778790474, + 0.026125334203243256, + 0.03331627696752548, + 0.02686820551753044, + 0.029192736372351646, + 0.03642386198043823 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07895220816135406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_6/index_tensor([2721, 2721])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_6/index_tensor([2721, 2721])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1105e904bf33bcb5c22a516258a0e40b9863a089 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_6/index_tensor([2721, 2721])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, medium shot captures a desolate cemetery bathed in moonlight. At the center of the frame is a weathered granite tombstone, its surface cracked and covered in dark green moss and grayish-white lichen, its edges battered by wind and rain. It stands amid knee-deep, yellow, and tangled grass. The cold, silvery moonlight filtering down from outside the frame carves sharp contours on its rough surface and casts long, twisting shadows across the ground. In the distinctive style of stop-motion animation, the tombstone begins to slowly fall in an unphysical, jumpy, frame-by-frame manner. Its movement is not a smooth arc, but a series of tiny, abrupt, and sharply spaced pauses, as if being pushed down one frame at a time by an invisible hand, each shift in angle appearing unnatural. As it tilts, its shadow on the ground shifts abruptly and intermittently. Finally, with a final, jerky shift, the tombstone slams heavily into the grass, stirring up a small cloud of dust and dead leaves that briefly suspends in the still air. The entire process unfolds in an eerie, deathly silence. The cool blue tones of the image and the frame-by-frame dynamic effects create an unsettling, supernatural atmosphere of suspense.", + "seed": 15665, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_6/index_2721_seed_15665_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02376044783741236, + "vlm_logprob": -0.02376044783741236, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.02376044783741236, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015888283029198647 + ], + "opposite_logprob_tokens": [ + -4.265888214111328 + ], + "logprob_reward": -0.015888283029198647, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015888283029198647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.507900595664978, + 0.055632058531045914, + 0.18936102092266083, + 0.046343956142663956, + 0.04959927499294281, + 0.05476401373744011, + 0.01572226732969284, + 0.05267617851495743, + 0.012849350459873676, + 0.015151271596550941 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.015888283029198647 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547243386507034 + ], + "opposite_logprob_tokens": [ + -4.387547016143799 + ], + "logprob_reward": -0.012547243386507034, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547243386507034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05060175433754921, + 0.15954771637916565, + 0.5901553630828857, + 0.044569142162799835, + 0.013208400458097458, + 0.014925924129784107, + 0.014267970807850361, + 0.09790440648794174, + 0.006983589380979538, + 0.007835745811462402 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.012547243386507034 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419012900441885 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.01419012900441885, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419012900441885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29170605540275574, + 0.2743801772594452, + 0.04760728031396866, + 0.10991783440113068, + 0.022782741114497185, + 0.04274076968431473, + 0.025137074291706085, + 0.12764900922775269, + 0.03039124235510826, + 0.02768782526254654 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.01419012900441885 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809259459376335 + ], + "opposite_logprob_tokens": [ + -3.288092613220215 + ], + "logprob_reward": -0.03809259459376335, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809259459376335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18835021555423737, + 0.14738903939723969, + 0.19271264970302582, + 0.04223422333598137, + 0.09457559138536453, + 0.011987501755356789, + 0.03797229379415512, + 0.21270543336868286, + 0.03480347990989685, + 0.03726958483457565 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.03809259459376335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038083989173173904 + ], + "opposite_logprob_tokens": [ + -3.288084030151367 + ], + "logprob_reward": -0.038083989173173904, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038083989173173904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38854724168777466, + 0.05361733213067055, + 0.1503593921661377, + 0.04006439074873924, + 0.02754170633852482, + 0.03359290957450867, + 0.03312169387936592, + 0.19698870182037354, + 0.029958482831716537, + 0.04620824381709099 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.038083989173173904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a desolate cemetery bathed in moonlight. At the center of the frame is a weathered granite tombstone, its surface cracked and covered in dark green moss and grayish-white lichen, its edges battered by wind and rain. It stands amid knee-deep, yellow, and tangled grass. The cold, silvery moonlight filtering down from outside the frame carves sharp contours on its rough surface and casts long, twisting shadows across the ground. In the distinctive style of stop-motion animation, the tombstone begins to slowly fall in an unphysical, jumpy, frame-by-frame manner. Its movement is not a smooth arc, but a series of tiny, abrupt, and sharply spaced pauses, as if being pushed down one frame at a time by an invisible hand, each shift in angle appearing unnatural. As it tilts, its shadow on the ground shifts abruptly and intermittently. Finally, with a final, jerky shift, the tombstone slams heavily into the grass, stirring up a small cloud of dust and dead leaves that briefly suspends in the still air. The entire process unfolds in an eerie, deathly silence. The cool blue tones of the image and the frame-by-frame dynamic effects create an unsettling, supernatural atmosphere of suspense.", + "seed": 15666, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_6/index_2721_seed_15666_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.036038155853748324, + "vlm_logprob": -0.036038155853748324, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.036038155853748324, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012250890955328941 + ], + "opposite_logprob_tokens": [ + -4.512250900268555 + ], + "logprob_reward": -0.012250890955328941, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012250890955328941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7742308974266052, + 0.02275046519935131, + 0.03394702076911926, + 0.011834906414151192, + 0.01997685246169567, + 0.0055097355507314205, + 0.10334771126508713, + 0.006255685351788998, + 0.012301904149353504, + 0.00984480045735836 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.012250890955328941 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201881363987923 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014201881363987923, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201881363987923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9210161566734314, + 0.010173728689551353, + 0.0371999517083168, + 0.0028700917027890682, + 0.006047033704817295, + 0.007982880808413029, + 0.007085378281772137, + 0.0008187553030438721, + 0.002147349528968334, + 0.0046585919335484505 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.014201881363987923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620407797396183 + ], + "opposite_logprob_tokens": [ + -2.8120408058166504 + ], + "logprob_reward": -0.0620407797396183, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620407797396183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9252371191978455, + 0.008008642122149467, + 0.017805462703108788, + 0.0028915186412632465, + 0.008735201321542263, + 0.009468651376664639, + 0.018110182136297226, + 0.003454777877777815, + 0.0031848344951868057, + 0.0031035083811730146 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.0620407797396183 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305323585867882 + ], + "opposite_logprob_tokens": [ + -3.168053150177002 + ], + "logprob_reward": -0.04305323585867882, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305323585867882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6995242238044739, + 0.025958167389035225, + 0.015709927305579185, + 0.013481483794748783, + 0.04107942804694176, + 0.09162437915802002, + 0.08281634002923965, + 0.008332757279276848, + 0.013868109323084354, + 0.007605232298374176 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.04305323585867882 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048643991351127625 + ], + "opposite_logprob_tokens": [ + -3.0486440658569336 + ], + "logprob_reward": -0.048643991351127625, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048643991351127625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.155849426984787, + 0.042447395622730255, + 0.04097520187497139, + 0.02949179895222187, + 0.06343646347522736, + 0.5525513291358948, + 0.043734170496463776, + 0.018891481682658195, + 0.023389782756567, + 0.029232950881123543 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.048643991351127625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a desolate cemetery bathed in moonlight. At the center of the frame is a weathered granite tombstone, its surface cracked and covered in dark green moss and grayish-white lichen, its edges battered by wind and rain. It stands amid knee-deep, yellow, and tangled grass. The cold, silvery moonlight filtering down from outside the frame carves sharp contours on its rough surface and casts long, twisting shadows across the ground. In the distinctive style of stop-motion animation, the tombstone begins to slowly fall in an unphysical, jumpy, frame-by-frame manner. Its movement is not a smooth arc, but a series of tiny, abrupt, and sharply spaced pauses, as if being pushed down one frame at a time by an invisible hand, each shift in angle appearing unnatural. As it tilts, its shadow on the ground shifts abruptly and intermittently. Finally, with a final, jerky shift, the tombstone slams heavily into the grass, stirring up a small cloud of dust and dead leaves that briefly suspends in the still air. The entire process unfolds in an eerie, deathly silence. The cool blue tones of the image and the frame-by-frame dynamic effects create an unsettling, supernatural atmosphere of suspense.", + "seed": 15667, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_6/index_2721_seed_15667_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04256042465567589, + "vlm_logprob": -0.04256042465567589, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.04256042465567589, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03538372740149498 + ], + "opposite_logprob_tokens": [ + -3.410383701324463 + ], + "logprob_reward": -0.03538372740149498, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03538372740149498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15546198189258575, + 0.1376975178718567, + 0.11016757041215897, + 0.09180106222629547, + 0.08818172663450241, + 0.049101222306489944, + 0.17523367702960968, + 0.07003285735845566, + 0.04426034539937973, + 0.0780620276927948 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.03538372740149498 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080684959888458 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.016080684959888458, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080684959888458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08879876136779785, + 0.06101686507463455, + 0.08030038326978683, + 0.050487078726291656, + 0.11553777009248734, + 0.07413487881422043, + 0.13173922896385193, + 0.09414969384670258, + 0.16127921640872955, + 0.14255620539188385 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.016080684959888458 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865897819399834 + ], + "opposite_logprob_tokens": [ + -3.048659086227417 + ], + "logprob_reward": -0.04865897819399834, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865897819399834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279033124446869, + 0.05454697087407112, + 0.07923377305269241, + 0.1819825917482376, + 0.08635859936475754, + 0.2736249566078186, + 0.08140446990728378, + 0.04248996824026108, + 0.04319367557764053, + 0.02926168404519558 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.04865897819399834 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033700522035360336 + ], + "opposite_logprob_tokens": [ + -3.408700466156006 + ], + "logprob_reward": -0.033700522035360336, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033700522035360336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10088242590427399, + 0.05358387529850006, + 0.1371210366487503, + 0.08242876827716827, + 0.08226489275693893, + 0.10470858216285706, + 0.23684419691562653, + 0.05264950543642044, + 0.04898781701922417, + 0.10052883625030518 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.033700522035360336 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897821068763733 + ], + "opposite_logprob_tokens": [ + -2.5789783000946045 + ], + "logprob_reward": -0.07897821068763733, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897821068763733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12202754616737366, + 0.040620751678943634, + 0.05020219460129738, + 0.029776260256767273, + 0.05614401027560234, + 0.10507717728614807, + 0.25036925077438354, + 0.0634109303355217, + 0.11009804904460907, + 0.17227375507354736 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.07897821068763733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, medium shot captures a desolate cemetery bathed in moonlight. At the center of the frame is a weathered granite tombstone, its surface cracked and covered in dark green moss and grayish-white lichen, its edges battered by wind and rain. It stands amid knee-deep, yellow, and tangled grass. The cold, silvery moonlight filtering down from outside the frame carves sharp contours on its rough surface and casts long, twisting shadows across the ground. In the distinctive style of stop-motion animation, the tombstone begins to slowly fall in an unphysical, jumpy, frame-by-frame manner. Its movement is not a smooth arc, but a series of tiny, abrupt, and sharply spaced pauses, as if being pushed down one frame at a time by an invisible hand, each shift in angle appearing unnatural. As it tilts, its shadow on the ground shifts abruptly and intermittently. Finally, with a final, jerky shift, the tombstone slams heavily into the grass, stirring up a small cloud of dust and dead leaves that briefly suspends in the still air. The entire process unfolds in an eerie, deathly silence. The cool blue tones of the image and the frame-by-frame dynamic effects create an unsettling, supernatural atmosphere of suspense.", + "seed": 15668, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_6/index_2721_seed_15668_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0354199655354023, + "vlm_logprob": -0.0354199655354023, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.0354199655354023, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012247122824192047 + ], + "opposite_logprob_tokens": [ + -4.512247085571289 + ], + "logprob_reward": -0.012247122824192047, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012247122824192047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14529800415039062, + 0.41628146171569824, + 0.11688047647476196, + 0.037580449134111404, + 0.09201488643884659, + 0.024839794263243675, + 0.06858603656291962, + 0.017651129513978958, + 0.03644602745771408, + 0.04442170634865761 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012247122824192047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076110303401947 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016076110303401947, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076110303401947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22900646924972534, + 0.2817528545856476, + 0.09158144891262054, + 0.08279582858085632, + 0.053101737052202225, + 0.044032324105501175, + 0.1034892275929451, + 0.035426393151283264, + 0.026531541720032692, + 0.05228215456008911 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.016076110303401947 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809213638305664 + ], + "opposite_logprob_tokens": [ + -3.2880921363830566 + ], + "logprob_reward": -0.03809213638305664, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809213638305664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23076045513153076, + 0.15706855058670044, + 0.08918443322181702, + 0.1610458791255951, + 0.1850394308567047, + 0.03525422140955925, + 0.04727312549948692, + 0.01850433647632599, + 0.03092719241976738, + 0.04494226723909378 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.03809213638305664 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203864887356758 + ], + "opposite_logprob_tokens": [ + -2.8120386600494385 + ], + "logprob_reward": -0.06203864887356758, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203864887356758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24928992986679077, + 0.43305668234825134, + 0.04595969617366791, + 0.08470014482736588, + 0.019990921020507812, + 0.01844409853219986, + 0.07267674803733826, + 0.030287966132164, + 0.019793163985013962, + 0.025800671428442 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.06203864887356758 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a desolate cemetery bathed in cool blue moonlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central object a weathered granite tombstone covered in dark green moss and grayish-white lichen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tombstone situated amid knee-deep, yellow, and tangled grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the animation style stop-motion with the tombstone falling in a jumpy, frame-by-frame manner with abrupt pauses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tombstone slam into the grass at the end, stirring up a small cloud of dust and dead leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048645809292793274 + ], + "opposite_logprob_tokens": [ + -3.0486457347869873 + ], + "logprob_reward": -0.048645809292793274, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048645809292793274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1239209771156311, + 0.3097235858440399, + 0.07061553746461868, + 0.14937692880630493, + 0.05672251433134079, + 0.07865039259195328, + 0.10785262286663055, + 0.03930864483118057, + 0.03041144646704197, + 0.03341735526919365 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.048645809292793274 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_7/index_tensor([3975, 3975])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_7/index_tensor([3975, 3975])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..edc7cab49691b381e400a8eee6a6b740b2c4fbb3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_7/index_tensor([3975, 3975])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium-close, static shot, composed with a strong diagonal composition, employs a pronounced tilt (Dutch angle) to create a sense of tension and unease. The entire image is rendered in a refined animation style, characterized by clean lines and saturated yet restrained colors. At the center of the frame is a mysterious male character, dressed in a well-tailored, pure black suit with a subtle silky sheen, paired with a pure white shirt, meticulously buttoned at the collar. A pair of dark sunglasses, almost completely obscuring his eyes, perch on his high nose, their lenses reflecting the blurred, unrecognizable city lights. His chiseled jawline is taut. He appears to be inside a high-rise building, with a massive floor-to-ceiling window in the background, revealing a bird's-eye view of the city at night. Myriad neon lights and traffic converge into a blurry, radiant sea of cool tones. The bluish-violet light from the window serves as the primary source of light, creating a sharp rim light on the shoulders of his suit and the contours of his face, heightening the image's dramatic quality. He first remained still for a moment, his shoulders drooping slightly, then his chest rose and fell slowly, he lowered his head slightly, and exhaled a long, silent breath from between his lips. This subtle movement was full of heavy fatigue, which contrasted sharply with his cold appearance, creating an atmosphere of loneliness, mystery and inner pressure.", + "seed": 5501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_7/index_3975_seed_5501_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5056852070614696, + "vlm_logprob": -0.5056852070614696, + "vlm_yes_no_margin": 2.0999999761581423, + "vlm_token_credit": -0.5056852070614696, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.132411479949951 + ], + "opposite_logprob_tokens": [ + -0.13241147994995117 + ], + "logprob_reward": -2.132411479949951, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.132411479949951, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16410593688488007, + 0.04297379031777382, + 0.014988166280090809, + 0.02787214331328869, + 0.03304531052708626, + 0.04032611846923828, + 0.0567854642868042, + 0.04500023275613785, + 0.4434624910354614, + 0.13144038617610931 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -2.132411479949951 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14298449456691742 + ], + "opposite_logprob_tokens": [ + -2.017984390258789 + ], + "logprob_reward": -0.14298449456691742, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14298449456691742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1843487173318863, + 0.06130356341600418, + 0.022448649629950523, + 0.020478887483477592, + 0.06222435459494591, + 0.029150724411010742, + 0.038823410868644714, + 0.04064318165183067, + 0.2692370116710663, + 0.2713415324687958 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.14298449456691742 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004114852286875248 + ], + "opposite_logprob_tokens": [ + -5.504114627838135 + ], + "logprob_reward": -0.004114852286875248, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004114852286875248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20564119517803192, + 0.050653696060180664, + 0.03428419306874275, + 0.021862739697098732, + 0.02926299162209034, + 0.023846350610256195, + 0.04509152099490166, + 0.022650273516774178, + 0.3720608055591583, + 0.19464629888534546 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.004114852286875248 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330915443599224 + ], + "opposite_logprob_tokens": [ + -3.7733092308044434 + ], + "logprob_reward": -0.02330915443599224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330915443599224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18845118582248688, + 0.03525025397539139, + 0.024565860629081726, + 0.02278907783329487, + 0.035080697387456894, + 0.042664337903261185, + 0.06732998043298721, + 0.03964606672525406, + 0.1846620887517929, + 0.35956040024757385 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.02330915443599224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256060540676117 + ], + "opposite_logprob_tokens": [ + -1.600606083869934 + ], + "logprob_reward": -0.2256060540676117, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256060540676117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07603102177381516, + 0.029618430882692337, + 0.02408803254365921, + 0.03743523359298706, + 0.05677037686109543, + 0.08133643865585327, + 0.09816143661737442, + 0.09546850621700287, + 0.39183586835861206, + 0.10925468057394028 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.2256060540676117 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-close, static shot, composed with a strong diagonal composition, employs a pronounced tilt (Dutch angle) to create a sense of tension and unease. The entire image is rendered in a refined animation style, characterized by clean lines and saturated yet restrained colors. At the center of the frame is a mysterious male character, dressed in a well-tailored, pure black suit with a subtle silky sheen, paired with a pure white shirt, meticulously buttoned at the collar. A pair of dark sunglasses, almost completely obscuring his eyes, perch on his high nose, their lenses reflecting the blurred, unrecognizable city lights. His chiseled jawline is taut. He appears to be inside a high-rise building, with a massive floor-to-ceiling window in the background, revealing a bird's-eye view of the city at night. Myriad neon lights and traffic converge into a blurry, radiant sea of cool tones. The bluish-violet light from the window serves as the primary source of light, creating a sharp rim light on the shoulders of his suit and the contours of his face, heightening the image's dramatic quality. He first remained still for a moment, his shoulders drooping slightly, then his chest rose and fell slowly, he lowered his head slightly, and exhaled a long, silent breath from between his lips. This subtle movement was full of heavy fatigue, which contrasted sharply with his cold appearance, creating an atmosphere of loneliness, mystery and inner pressure.", + "seed": 5502, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_7/index_3975_seed_5502_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5863910557702183, + "vlm_logprob": -0.5863910557702183, + "vlm_yes_no_margin": 1.325, + "vlm_token_credit": -0.5863910557702183, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.133781671524048 + ], + "opposite_logprob_tokens": [ + -0.13378164172172546 + ], + "logprob_reward": -2.133781671524048, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.133781671524048, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1789984554052353, + 0.06050186604261398, + 0.09835247695446014, + 0.09711388498544693, + 0.06369683146476746, + 0.0394861102104187, + 0.15153519809246063, + 0.03975493088364601, + 0.1280437558889389, + 0.1425163894891739 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -2.133781671524048 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25226154923439026 + ], + "opposite_logprob_tokens": [ + -1.5022615194320679 + ], + "logprob_reward": -0.25226154923439026, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25226154923439026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22660592198371887, + 0.03715045005083084, + 0.03737220913171768, + 0.35670650005340576, + 0.021037336438894272, + 0.03735582157969475, + 0.020131027325987816, + 0.04470716789364815, + 0.14232894778251648, + 0.07660462707281113 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.25226154923439026 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067580947652459145 + ], + "opposite_logprob_tokens": [ + -5.006758213043213 + ], + "logprob_reward": -0.0067580947652459145, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067580947652459145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18395601212978363, + 0.04912243410944939, + 0.12051030993461609, + 0.08102205395698547, + 0.029177149757742882, + 0.03769880160689354, + 0.07705040276050568, + 0.053403113037347794, + 0.24714365601539612, + 0.12091604620218277 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0067580947652459145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256580889225006 + ], + "opposite_logprob_tokens": [ + -1.6006580591201782 + ], + "logprob_reward": -0.2256580889225006, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256580889225006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6628159284591675, + 0.07547657191753387, + 0.04846600443124771, + 0.07006355375051498, + 0.02004479244351387, + 0.04773995652794838, + 0.013806983828544617, + 0.008030378259718418, + 0.01940535567700863, + 0.03415047377347946 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.2256580889225006 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134958744049072 + ], + "opposite_logprob_tokens": [ + -1.3134958744049072 + ], + "logprob_reward": -0.3134958744049072, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134958744049072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23409584164619446, + 0.023240013048052788, + 0.04689457640051842, + 0.0620194673538208, + 0.040579769760370255, + 0.05508122965693474, + 0.03591187298297882, + 0.05944087728857994, + 0.22560952603816986, + 0.21712684631347656 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.3134958744049072 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-close, static shot, composed with a strong diagonal composition, employs a pronounced tilt (Dutch angle) to create a sense of tension and unease. The entire image is rendered in a refined animation style, characterized by clean lines and saturated yet restrained colors. At the center of the frame is a mysterious male character, dressed in a well-tailored, pure black suit with a subtle silky sheen, paired with a pure white shirt, meticulously buttoned at the collar. A pair of dark sunglasses, almost completely obscuring his eyes, perch on his high nose, their lenses reflecting the blurred, unrecognizable city lights. His chiseled jawline is taut. He appears to be inside a high-rise building, with a massive floor-to-ceiling window in the background, revealing a bird's-eye view of the city at night. Myriad neon lights and traffic converge into a blurry, radiant sea of cool tones. The bluish-violet light from the window serves as the primary source of light, creating a sharp rim light on the shoulders of his suit and the contours of his face, heightening the image's dramatic quality. He first remained still for a moment, his shoulders drooping slightly, then his chest rose and fell slowly, he lowered his head slightly, and exhaled a long, silent breath from between his lips. This subtle movement was full of heavy fatigue, which contrasted sharply with his cold appearance, creating an atmosphere of loneliness, mystery and inner pressure.", + "seed": 5503, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_7/index_3975_seed_5503_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18509885151870548, + "vlm_logprob": -0.18509885151870548, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.18509885151870548, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6465243697166443 + ], + "opposite_logprob_tokens": [ + -0.7715243697166443 + ], + "logprob_reward": -0.6465243697166443, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6465243697166443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1360369324684143, + 0.07277198880910873, + 0.05336684361100197, + 0.17680835723876953, + 0.0382765457034111, + 0.09808728843927383, + 0.24622319638729095, + 0.04161151126027107, + 0.09350479394197464, + 0.043312571942806244 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.6465243697166443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040658950805664 + ], + "opposite_logprob_tokens": [ + -1.9104065895080566 + ], + "logprob_reward": -0.16040658950805664, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040658950805664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08744403719902039, + 0.32580795884132385, + 0.20498716831207275, + 0.035965487360954285, + 0.0748710110783577, + 0.014089688658714294, + 0.0862182080745697, + 0.1038462445139885, + 0.04363151639699936, + 0.023138759657740593 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.16040658950805664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002206512028351426 + ], + "opposite_logprob_tokens": [ + -6.127206325531006 + ], + "logprob_reward": -0.002206512028351426, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002206512028351426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16881950199604034, + 0.2746869921684265, + 0.0919809639453888, + 0.0752241387963295, + 0.13612210750579834, + 0.1016155257821083, + 0.05045611411333084, + 0.024011027067899704, + 0.0353979617357254, + 0.04168571159243584 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.002206512028351426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072239726781845 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072239726781845, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072239726781845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11654135584831238, + 0.08825106173753738, + 0.11367029696702957, + 0.07426335662603378, + 0.0977383553981781, + 0.027639545500278473, + 0.1870599389076233, + 0.05779007822275162, + 0.08435668051242828, + 0.15268932282924652 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.016072239726781845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028454661369324 + ], + "opposite_logprob_tokens": [ + -2.3502845764160156 + ], + "logprob_reward": -0.10028454661369324, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028454661369324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07917387783527374, + 0.06624074280261993, + 0.06313149631023407, + 0.0844077542424202, + 0.04221168905496597, + 0.2594512701034546, + 0.03228754177689552, + 0.033347565680742264, + 0.2474261373281479, + 0.09232184290885925 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.10028454661369324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-close, static shot, composed with a strong diagonal composition, employs a pronounced tilt (Dutch angle) to create a sense of tension and unease. The entire image is rendered in a refined animation style, characterized by clean lines and saturated yet restrained colors. At the center of the frame is a mysterious male character, dressed in a well-tailored, pure black suit with a subtle silky sheen, paired with a pure white shirt, meticulously buttoned at the collar. A pair of dark sunglasses, almost completely obscuring his eyes, perch on his high nose, their lenses reflecting the blurred, unrecognizable city lights. His chiseled jawline is taut. He appears to be inside a high-rise building, with a massive floor-to-ceiling window in the background, revealing a bird's-eye view of the city at night. Myriad neon lights and traffic converge into a blurry, radiant sea of cool tones. The bluish-violet light from the window serves as the primary source of light, creating a sharp rim light on the shoulders of his suit and the contours of his face, heightening the image's dramatic quality. He first remained still for a moment, his shoulders drooping slightly, then his chest rose and fell slowly, he lowered his head slightly, and exhaled a long, silent breath from between his lips. This subtle movement was full of heavy fatigue, which contrasted sharply with his cold appearance, creating an atmosphere of loneliness, mystery and inner pressure.", + "seed": 5504, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_7/index_3975_seed_5504_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3502267523435876, + "vlm_logprob": -0.3502267523435876, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.3502267523435876, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1456528902053833 + ], + "opposite_logprob_tokens": [ + -0.3956529200077057 + ], + "logprob_reward": -1.1456528902053833, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1456528902053833, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.39809906482696533, + 0.1310165673494339, + 0.041357751935720444, + 0.027561217546463013, + 0.07639738917350769, + 0.18982526659965515, + 0.02832464687526226, + 0.012414171360433102, + 0.0620381198823452, + 0.03296574205160141 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -1.1456528902053833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252149373292923 + ], + "opposite_logprob_tokens": [ + -1.5021493434906006 + ], + "logprob_reward": -0.252149373292923, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252149373292923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39010924100875854, + 0.11662328988313675, + 0.11222099512815475, + 0.025172539055347443, + 0.03889850527048111, + 0.1238631159067154, + 0.08679523319005966, + 0.01377526018768549, + 0.05351773649454117, + 0.03902415931224823 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.252149373292923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019489595433697104 + ], + "opposite_logprob_tokens": [ + -6.251948833465576 + ], + "logprob_reward": -0.0019489595433697104, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019489595433697104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4340800940990448, + 0.0842737928032875, + 0.05596957728266716, + 0.04075295850634575, + 0.06735899299383163, + 0.15449632704257965, + 0.041976820677518845, + 0.027246640995144844, + 0.06653513014316559, + 0.027309726923704147 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0019489595433697104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004104554653168 + ], + "opposite_logprob_tokens": [ + -2.6950409412384033 + ], + "logprob_reward": -0.07004104554653168, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004104554653168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2091061770915985, + 0.1382509022951126, + 0.0571538470685482, + 0.09070467203855515, + 0.11673339456319809, + 0.0934014618396759, + 0.03407546505331993, + 0.03464411571621895, + 0.18590599298477173, + 0.04002395272254944 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.07004104554653168 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot composed with a pronounced tilt (Dutch angle)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character wearing a pure black suit with a subtle silky sheen and a pure white shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark sunglasses visible on the character's face, obscuring his eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a high-rise interior with a massive floor-to-ceiling window showing a city at night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the character perform the sequence of lowering his head slightly and exhaling a long, silent breath?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813414931297302 + ], + "opposite_logprob_tokens": [ + -1.406341552734375 + ], + "logprob_reward": -0.2813414931297302, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813414931297302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26069509983062744, + 0.10294020175933838, + 0.03270845487713814, + 0.03882317245006561, + 0.12714488804340363, + 0.2501954138278961, + 0.039391543716192245, + 0.020138835534453392, + 0.09209852665662766, + 0.03586387634277344 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.2813414931297302 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_8/index_tensor([3870, 3870])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_8/index_tensor([3870, 3870])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..524e1e452f72083690c42cdba1d8f0b579610cb5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_8/index_tensor([3870, 3870])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle perspective shot looks directly upward, completely captivated by the immense and powerful form of a massive American flag billowing against a clear sky. The camera's upward tilt emphasizes the flag's overwhelming scale. Caught in strong, direct sunlight, the iconic colors take on a hypersaturated vibrancy: the crimson stripe appears deep and rich, the white stripe a brilliant, clean white, and the canton a deep navy. The heavily textured fabric ripples majestically in the strong wind, creating deep, rolling waves that move slowly and gracefully. Sunlight catches the woven texture, creating fleeting highlights while casting dark, dramatic shadows within the deep folds. The flag's free edge whips with a sharp, resounding sound in the gusts, contrasting sharply with the graceful billowing of the main body, conveying an aura of immense strength, resilience, and majestic grandeur.", + "seed": 30514, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_8/index_3870_seed_30514_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21944944076240064, + "vlm_logprob": -0.21944944076240064, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.21944944076240064, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016408154740929604 + ], + "opposite_logprob_tokens": [ + -4.1414079666137695 + ], + "logprob_reward": -0.016408154740929604, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016408154740929604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04560269042849541, + 0.0872327908873558, + 0.03615313023328781, + 0.2433082014322281, + 0.032451607286930084, + 0.07202566415071487, + 0.019804438576102257, + 0.14537197351455688, + 0.20632536709308624, + 0.11172407120466232 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.016408154740929604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761803388595581 + ], + "opposite_logprob_tokens": [ + -0.8261803388595581 + ], + "logprob_reward": -0.5761803388595581, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761803388595581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037993527948856354, + 0.022125666961073875, + 0.024298375472426414, + 0.44788768887519836, + 0.028346363455057144, + 0.07814814895391464, + 0.045165810734033585, + 0.07404248416423798, + 0.09741102904081345, + 0.14458085596561432 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.5761803388595581 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293884366750717 + ], + "opposite_logprob_tokens": [ + -2.23793888092041 + ], + "logprob_reward": -0.11293884366750717, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293884366750717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05239108204841614, + 0.1404273957014084, + 0.05833529308438301, + 0.2860735356807709, + 0.08425990492105484, + 0.059416260570287704, + 0.02240927331149578, + 0.19094985723495483, + 0.049530159682035446, + 0.05620725825428963 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.11293884366750717 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308121278882027 + ], + "opposite_logprob_tokens": [ + -3.168081283569336 + ], + "logprob_reward": -0.04308121278882027, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308121278882027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04489840194582939, + 0.08362095803022385, + 0.07894348353147507, + 0.41809701919555664, + 0.030767247080802917, + 0.08516403287649155, + 0.034115761518478394, + 0.0792749673128128, + 0.08383043855428696, + 0.06128766015172005 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.04308121278882027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348638653755188 + ], + "opposite_logprob_tokens": [ + -1.223638653755188 + ], + "logprob_reward": -0.348638653755188, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.348638653755188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.015061669982969761, + 0.07774494588375092, + 0.024574916809797287, + 0.3942229151725769, + 0.028908537700772285, + 0.05393533408641815, + 0.026122482493519783, + 0.06496436148881912, + 0.2054634541273117, + 0.10900137573480606 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.348638653755188 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle perspective shot looks directly upward, completely captivated by the immense and powerful form of a massive American flag billowing against a clear sky. The camera's upward tilt emphasizes the flag's overwhelming scale. Caught in strong, direct sunlight, the iconic colors take on a hypersaturated vibrancy: the crimson stripe appears deep and rich, the white stripe a brilliant, clean white, and the canton a deep navy. The heavily textured fabric ripples majestically in the strong wind, creating deep, rolling waves that move slowly and gracefully. Sunlight catches the woven texture, creating fleeting highlights while casting dark, dramatic shadows within the deep folds. The flag's free edge whips with a sharp, resounding sound in the gusts, contrasting sharply with the graceful billowing of the main body, conveying an aura of immense strength, resilience, and majestic grandeur.", + "seed": 30515, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_8/index_3870_seed_30515_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.273555853869766, + "vlm_logprob": -0.273555853869766, + "vlm_yes_no_margin": 2.124999976158142, + "vlm_token_credit": -0.273555853869766, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007084369193762541 + ], + "opposite_logprob_tokens": [ + -5.007084369659424 + ], + "logprob_reward": -0.007084369193762541, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007084369193762541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0276490431278944, + 0.08544903993606567, + 0.09959857165813446, + 0.020347027108073235, + 0.02315932884812355, + 0.28981679677963257, + 0.22288821637630463, + 0.03344216197729111, + 0.15905675292015076, + 0.03859306499361992 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.007084369193762541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261934518814087 + ], + "opposite_logprob_tokens": [ + -0.5761934518814087 + ], + "logprob_reward": -0.8261934518814087, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261934518814087, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.010567495599389076, + 0.02563338540494442, + 0.01038300059735775, + 0.013378351926803589, + 0.029000576585531235, + 0.052335627377033234, + 0.1431933045387268, + 0.014807537198066711, + 0.6383795738220215, + 0.06232113018631935 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.8261934518814087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281471073627472 + ], + "opposite_logprob_tokens": [ + -2.0178146362304688 + ], + "logprob_reward": -0.14281471073627472, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14281471073627472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13141462206840515, + 0.32402271032333374, + 0.0814783126115799, + 0.024235667660832405, + 0.01705572009086609, + 0.07003351300954819, + 0.07858934253454208, + 0.06531467288732529, + 0.1761162430047989, + 0.03173912689089775 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.14281471073627472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307618737220764 + ], + "opposite_logprob_tokens": [ + -3.168076276779175 + ], + "logprob_reward": -0.04307618737220764, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307618737220764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028724271804094315, + 0.05673811584711075, + 0.08535875380039215, + 0.025939853861927986, + 0.00918453000485897, + 0.16173464059829712, + 0.2927010953426361, + 0.11953156441450119, + 0.17919249832630157, + 0.04089464619755745 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.04307618737220764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486105501651764 + ], + "opposite_logprob_tokens": [ + -1.223610520362854 + ], + "logprob_reward": -0.3486105501651764, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486105501651764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07473953813314438, + 0.05844678357243538, + 0.1409921795129776, + 0.02648431435227394, + 0.025323964655399323, + 0.20237496495246887, + 0.10744359344244003, + 0.06046892702579498, + 0.2591124475002289, + 0.04461325705051422 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.3486105501651764 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle perspective shot looks directly upward, completely captivated by the immense and powerful form of a massive American flag billowing against a clear sky. The camera's upward tilt emphasizes the flag's overwhelming scale. Caught in strong, direct sunlight, the iconic colors take on a hypersaturated vibrancy: the crimson stripe appears deep and rich, the white stripe a brilliant, clean white, and the canton a deep navy. The heavily textured fabric ripples majestically in the strong wind, creating deep, rolling waves that move slowly and gracefully. Sunlight catches the woven texture, creating fleeting highlights while casting dark, dramatic shadows within the deep folds. The flag's free edge whips with a sharp, resounding sound in the gusts, contrasting sharply with the graceful billowing of the main body, conveying an aura of immense strength, resilience, and majestic grandeur.", + "seed": 30516, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_8/index_3870_seed_30516_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.28571145329624414, + "vlm_logprob": -0.28571145329624414, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.28571145329624414, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0039175208657979965 + ], + "opposite_logprob_tokens": [ + -5.628917694091797 + ], + "logprob_reward": -0.0039175208657979965, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0039175208657979965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.224265456199646, + 0.11435510218143463, + 0.12291288375854492, + 0.051985230296850204, + 0.10917731374502182, + 0.03087685815989971, + 0.10653624683618546, + 0.07282443344593048, + 0.0337253175675869, + 0.13334111869335175 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0039175208657979965 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539071559906006 + ], + "opposite_logprob_tokens": [ + -0.428907185792923 + ], + "logprob_reward": -1.0539071559906006, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539071559906006, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19333483278751373, + 0.15166865289211273, + 0.2297985702753067, + 0.05845682695508003, + 0.0794101431965828, + 0.04188510775566101, + 0.10462861508131027, + 0.0892387181520462, + 0.02949407696723938, + 0.022084463387727737 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -1.0539071559906006 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865625500679016 + ], + "opposite_logprob_tokens": [ + -3.0486562252044678 + ], + "logprob_reward": -0.04865625500679016, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865625500679016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.130671426653862, + 0.06204131990671158, + 0.1265149712562561, + 0.06565511226654053, + 0.16914543509483337, + 0.06964150071144104, + 0.07041735202074051, + 0.0927613228559494, + 0.10095228254795074, + 0.11219930648803711 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.04865625500679016 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641703985631466 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641703985631466, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641703985631466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18005450069904327, + 0.03755103051662445, + 0.1799488514661789, + 0.08995391428470612, + 0.09508651494979858, + 0.1435297727584839, + 0.031240522861480713, + 0.06393714249134064, + 0.035541832447052, + 0.14315590262413025 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.008641703985631466 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134346306324005 + ], + "opposite_logprob_tokens": [ + -1.3134346008300781 + ], + "logprob_reward": -0.3134346306324005, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134346306324005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08559734374284744, + 0.047875482589006424, + 0.11705905199050903, + 0.13453125953674316, + 0.26445913314819336, + 0.0638015940785408, + 0.13454489409923553, + 0.046283524483442307, + 0.03961339220404625, + 0.06623433530330658 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.3134346306324005 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle perspective shot looks directly upward, completely captivated by the immense and powerful form of a massive American flag billowing against a clear sky. The camera's upward tilt emphasizes the flag's overwhelming scale. Caught in strong, direct sunlight, the iconic colors take on a hypersaturated vibrancy: the crimson stripe appears deep and rich, the white stripe a brilliant, clean white, and the canton a deep navy. The heavily textured fabric ripples majestically in the strong wind, creating deep, rolling waves that move slowly and gracefully. Sunlight catches the woven texture, creating fleeting highlights while casting dark, dramatic shadows within the deep folds. The flag's free edge whips with a sharp, resounding sound in the gusts, contrasting sharply with the graceful billowing of the main body, conveying an aura of immense strength, resilience, and majestic grandeur.", + "seed": 30517, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_8/index_3870_seed_30517_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4177014912478626, + "vlm_logprob": -0.4177014912478626, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.4177014912478626, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006582008674740791 + ], + "opposite_logprob_tokens": [ + -5.131581783294678 + ], + "logprob_reward": -0.006582008674740791, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006582008674740791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20235837996006012, + 0.062203314155340195, + 0.09241700172424316, + 0.11727818846702576, + 0.0900392234325409, + 0.20652145147323608, + 0.06820731610059738, + 0.03213805332779884, + 0.08181712031364441, + 0.04702000319957733 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.006582008674740791 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020904541015625 + ], + "opposite_logprob_tokens": [ + -0.2520904541015625 + ], + "logprob_reward": -1.5020904541015625, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020904541015625, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13236665725708008, + 0.10420216619968414, + 0.11034329980611801, + 0.03789135813713074, + 0.07162084430456161, + 0.07151491194963455, + 0.057812441140413284, + 0.035959597676992416, + 0.3510633111000061, + 0.027225418016314507 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -1.5020904541015625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031592845916748 + ], + "opposite_logprob_tokens": [ + -2.350316047668457 + ], + "logprob_reward": -0.10031592845916748, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031592845916748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15422092378139496, + 0.10338213294744492, + 0.1209312453866005, + 0.04408926144242287, + 0.03621332719922066, + 0.3055194616317749, + 0.0797254890203476, + 0.021167224273085594, + 0.09386803209781647, + 0.04088288173079491 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.10031592845916748 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255098920315504 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.005255098920315504, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255098920315504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17706693708896637, + 0.13772793114185333, + 0.07760906219482422, + 0.13925302028656006, + 0.13093151152133942, + 0.07958966493606567, + 0.09253696352243423, + 0.025599971413612366, + 0.07360970228910446, + 0.06607521325349808 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.005255098920315504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive American flag?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle looking directly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the flag's colors hypersaturated with deep crimson, brilliant white, and deep navy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flag's fabric show heavy texture with deep, rolling waves rippling in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature strong direct sunlight creating bright highlights and dark shadows on the folds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742639660835266 + ], + "opposite_logprob_tokens": [ + -0.9742639660835266 + ], + "logprob_reward": -0.4742639660835266, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742639660835266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17668792605400085, + 0.07993331551551819, + 0.11324150860309601, + 0.11425092816352844, + 0.07049332559108734, + 0.08730693906545639, + 0.10040558874607086, + 0.05054669454693794, + 0.09789843112230301, + 0.10923540592193604 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.4742639660835266 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_9/index_tensor([3445, 3445])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_9/index_tensor([3445, 3445])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..76605b3b4d6baa908fed29665b32c33b2cf06933 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_9/index_tensor([3445, 3445])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "realistic, eye-level medium shot, held static, captures a young, fair-skinned man with shaggy, light-brown hair standing before a dense wall of multicolored metal padlocks. He wears a simple, soft, cotton pink T-shirt, his cheeks slightly puffed with concentration. Using a shiny white chewing gum, he steadily blows a large, translucent pink bubble from his mouth. Its shimmering, delicate surface expands and catches the bright light, creating subtle, distorted reflections. The background wall is a vibrant mosaic composed of countless padlocks in various shapes and colors, creating a richly textured and visually busy backdrop. Behind him, two blurred female figures stand near the wall, softly out of focus, adding depth to the composition. The entire scene is brightly lit in clear daylight, making the colors pop and casting soft shadows, creating a distinctly playful and carefree atmosphere.", + "seed": 11382, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_9/index_3445_seed_11382_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014950662443879992, + "vlm_logprob": -0.014950662443879992, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.014950662443879992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005140777211636305 + ], + "opposite_logprob_tokens": [ + -5.380140781402588 + ], + "logprob_reward": -0.005140777211636305, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005140777211636305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7404689192771912, + 0.04969905689358711, + 0.020508110523223877, + 0.02678765170276165, + 0.04700424149632454, + 0.016713501885533333, + 0.018452616408467293, + 0.0133005790412426, + 0.038230050355196, + 0.028835369274020195 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.005140777211636305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636639289557934 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.007636639289557934, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636639289557934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3897115886211395, + 0.07124324142932892, + 0.12324339151382446, + 0.03739665821194649, + 0.018383687362074852, + 0.025589708238840103, + 0.038352206349372864, + 0.051625922322273254, + 0.08131818473339081, + 0.16313536465168 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.007636639289557934 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006323245470412076 + ], + "opposite_logprob_tokens": [ + -7.375632286071777 + ], + "logprob_reward": -0.0006323245470412076, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006323245470412076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38361820578575134, + 0.29001978039741516, + 0.03411097079515457, + 0.09109335392713547, + 0.023314356803894043, + 0.020842095836997032, + 0.01737532578408718, + 0.009279818274080753, + 0.09352041780948639, + 0.03682560473680496 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0006323245470412076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232702549546957 + ], + "opposite_logprob_tokens": [ + -3.77327036857605 + ], + "logprob_reward": -0.0232702549546957, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232702549546957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4603310227394104, + 0.07789596915245056, + 0.2024616301059723, + 0.042375873774290085, + 0.024454668164253235, + 0.04115399718284607, + 0.031394362449645996, + 0.015053695999085903, + 0.030383631587028503, + 0.0744950920343399 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0232702549546957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807331621646881 + ], + "opposite_logprob_tokens": [ + -3.2880733013153076 + ], + "logprob_reward": -0.03807331621646881, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807331621646881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4380098581314087, + 0.038438744843006134, + 0.1965249925851822, + 0.061670612543821335, + 0.014628714881837368, + 0.04015010595321655, + 0.04436765983700752, + 0.037895672023296356, + 0.06310385465621948, + 0.06520988792181015 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.03807331621646881 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "realistic, eye-level medium shot, held static, captures a young, fair-skinned man with shaggy, light-brown hair standing before a dense wall of multicolored metal padlocks. He wears a simple, soft, cotton pink T-shirt, his cheeks slightly puffed with concentration. Using a shiny white chewing gum, he steadily blows a large, translucent pink bubble from his mouth. Its shimmering, delicate surface expands and catches the bright light, creating subtle, distorted reflections. The background wall is a vibrant mosaic composed of countless padlocks in various shapes and colors, creating a richly textured and visually busy backdrop. Behind him, two blurred female figures stand near the wall, softly out of focus, adding depth to the composition. The entire scene is brightly lit in clear daylight, making the colors pop and casting soft shadows, creating a distinctly playful and carefree atmosphere.", + "seed": 11383, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_9/index_3445_seed_11383_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01519043297157623, + "vlm_logprob": -0.01519043297157623, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.01519043297157623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003318757051602006 + ], + "opposite_logprob_tokens": [ + -5.878318786621094 + ], + "logprob_reward": -0.003318757051602006, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003318757051602006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3483079671859741, + 0.13567546010017395, + 0.0375276617705822, + 0.04927167296409607, + 0.02437650039792061, + 0.021527640521526337, + 0.041600845754146576, + 0.20686645805835724, + 0.012958208099007607, + 0.12188756465911865 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.003318757051602006 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648086339235306 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008648086339235306, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648086339235306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21138297021389008, + 0.12185688316822052, + 0.04511893540620804, + 0.04007210582494736, + 0.0500761941075325, + 0.05552845820784569, + 0.15459953248500824, + 0.07860788702964783, + 0.0968562588095665, + 0.14590071141719818 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.008648086339235306 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00038652101648040116 + ], + "opposite_logprob_tokens": [ + -7.875386714935303 + ], + "logprob_reward": -0.00038652101648040116, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.00038652101648040116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6190222501754761, + 0.012784941121935844, + 0.019576041027903557, + 0.0613277368247509, + 0.044366441667079926, + 0.023664824664592743, + 0.022766752168536186, + 0.08346628397703171, + 0.02330516092479229, + 0.08971956372261047 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.00038652101648040116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020567942410707474 + ], + "opposite_logprob_tokens": [ + -3.8955678939819336 + ], + "logprob_reward": -0.020567942410707474, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020567942410707474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6293261647224426, + 0.028115442022681236, + 0.016020819544792175, + 0.01380684319883585, + 0.03098435141146183, + 0.016947731375694275, + 0.01813199743628502, + 0.09938745945692062, + 0.01505386084318161, + 0.13222526013851166 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.020567942410707474 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303085803985596 + ], + "opposite_logprob_tokens": [ + -3.1680307388305664 + ], + "logprob_reward": -0.04303085803985596, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303085803985596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09028548747301102, + 0.07323946803808212, + 0.044252414256334305, + 0.09370715171098709, + 0.08587132394313812, + 0.02746398188173771, + 0.1522408276796341, + 0.04486701264977455, + 0.053319286555051804, + 0.3347530663013458 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.04303085803985596 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "realistic, eye-level medium shot, held static, captures a young, fair-skinned man with shaggy, light-brown hair standing before a dense wall of multicolored metal padlocks. He wears a simple, soft, cotton pink T-shirt, his cheeks slightly puffed with concentration. Using a shiny white chewing gum, he steadily blows a large, translucent pink bubble from his mouth. Its shimmering, delicate surface expands and catches the bright light, creating subtle, distorted reflections. The background wall is a vibrant mosaic composed of countless padlocks in various shapes and colors, creating a richly textured and visually busy backdrop. Behind him, two blurred female figures stand near the wall, softly out of focus, adding depth to the composition. The entire scene is brightly lit in clear daylight, making the colors pop and casting soft shadows, creating a distinctly playful and carefree atmosphere.", + "seed": 11384, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_9/index_3445_seed_11384_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0342658516485244, + "vlm_logprob": -0.0342658516485244, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.0342658516485244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030437296256422997 + ], + "opposite_logprob_tokens": [ + -3.5304372310638428 + ], + "logprob_reward": -0.030437296256422997, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030437296256422997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3066142499446869, + 0.03448762744665146, + 0.053694672882556915, + 0.058275870978832245, + 0.15864312648773193, + 0.1485920399427414, + 0.07428693026304245, + 0.028105059638619423, + 0.05572717264294624, + 0.08157327771186829 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.030437296256422997 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10944312810897827, + 0.051342904567718506, + 0.03209312632679939, + 0.05089741572737694, + 0.08992104977369308, + 0.056433241814374924, + 0.1000506728887558, + 0.14969325065612793, + 0.21960926055908203, + 0.14051592350006104 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.008648913353681564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011799524072557688 + ], + "opposite_logprob_tokens": [ + -6.751180171966553 + ], + "logprob_reward": -0.0011799524072557688, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011799524072557688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09345144033432007, + 0.07690636068582535, + 0.04395836219191551, + 0.043999314308166504, + 0.07454027980566025, + 0.08831324428319931, + 0.19033601880073547, + 0.18371805548667908, + 0.09120358526706696, + 0.11357332020998001 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.0011799524072557688 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018174193799495697 + ], + "opposite_logprob_tokens": [ + -4.018174171447754 + ], + "logprob_reward": -0.018174193799495697, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018174193799495697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2202722132205963, + 0.030020099133253098, + 0.03287901356816292, + 0.04708530008792877, + 0.23646631836891174, + 0.074479840695858, + 0.08455539494752884, + 0.08222351968288422, + 0.10625644773244858, + 0.08576180040836334 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.018174193799495697 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11288890242576599 + ], + "opposite_logprob_tokens": [ + -2.237888813018799 + ], + "logprob_reward": -0.11288890242576599, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11288890242576599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0779803916811943, + 0.06369192153215408, + 0.09293682873249054, + 0.05391329154372215, + 0.07368119806051254, + 0.04668755829334259, + 0.07366722822189331, + 0.14067180454730988, + 0.3049861788749695, + 0.0717836320400238 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.11288890242576599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "realistic, eye-level medium shot, held static, captures a young, fair-skinned man with shaggy, light-brown hair standing before a dense wall of multicolored metal padlocks. He wears a simple, soft, cotton pink T-shirt, his cheeks slightly puffed with concentration. Using a shiny white chewing gum, he steadily blows a large, translucent pink bubble from his mouth. Its shimmering, delicate surface expands and catches the bright light, creating subtle, distorted reflections. The background wall is a vibrant mosaic composed of countless padlocks in various shapes and colors, creating a richly textured and visually busy backdrop. Behind him, two blurred female figures stand near the wall, softly out of focus, adding depth to the composition. The entire scene is brightly lit in clear daylight, making the colors pop and casting soft shadows, creating a distinctly playful and carefree atmosphere.", + "seed": 11385, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000145/group_9/index_3445_seed_11385_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015560566273052245, + "vlm_logprob": -0.015560566273052245, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.015560566273052245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004118295386433601 + ], + "opposite_logprob_tokens": [ + -5.7541184425354 + ], + "logprob_reward": -0.004118295386433601, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004118295386433601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12679705023765564, + 0.035762302577495575, + 0.17492680251598358, + 0.035719674080610275, + 0.09966787695884705, + 0.009997948072850704, + 0.017164703458547592, + 0.46586576104164124, + 0.01340983621776104, + 0.02068808488547802 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.004118295386433601 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960783455520868 + ], + "opposite_logprob_tokens": [ + -5.130960941314697 + ], + "logprob_reward": -0.005960783455520868, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960783455520868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03315234184265137, + 0.011451023630797863, + 0.03927505761384964, + 0.018416842445731163, + 0.023506326600909233, + 0.009931796230375767, + 0.020929647609591484, + 0.7896637320518494, + 0.01811082474887371, + 0.0355624184012413 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.005960783455520868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009198724874295294 + ], + "opposite_logprob_tokens": [ + -7.000919818878174 + ], + "logprob_reward": -0.0009198724874295294, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009198724874295294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08687347173690796, + 0.02333782985806465, + 0.21578764915466309, + 0.03899160027503967, + 0.06819148361682892, + 0.013594554737210274, + 0.038714226335287094, + 0.42683613300323486, + 0.03128175064921379, + 0.05639132112264633 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0009198724874295294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178056925535202 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.018178056925535202, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178056925535202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07967821508646011, + 0.022809188812971115, + 0.1250227689743042, + 0.02120564691722393, + 0.10437498986721039, + 0.021997902542352676, + 0.03125138580799103, + 0.5273870229721069, + 0.031056279316544533, + 0.03521658852696419 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.018178056925535202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young, fair-skinned man with shaggy, light-brown hair wearing a pink T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man blowing a large, translucent pink bubble made of shiny white chewing gum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dense wall of multicolored metal padlocks forming a vibrant mosaic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two blurred female figures visible standing behind the man near the wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an eye-level medium shot that remains static throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048625823110342026 + ], + "opposite_logprob_tokens": [ + -3.0486257076263428 + ], + "logprob_reward": -0.048625823110342026, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048625823110342026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10582960397005081, + 0.044850874692201614, + 0.08474607020616531, + 0.02797851338982582, + 0.054166220128536224, + 0.01712958887219429, + 0.022338423877954483, + 0.5877712965011597, + 0.02185066044330597, + 0.033338770270347595 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.048625823110342026 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_0/index_tensor([2420, 2420])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_0/index_tensor([2420, 2420])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8cafa3b4507152164bc0fe51650f339660a09a14 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_0/index_tensor([2420, 2420])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot follows a snow leopard as it stalks the jagged rocks. Its thick, shaggy grayish-white fur, speckled with deep black rosettes, blends seamlessly into its surroundings. Under the glaring highland sun, the dark, jagged rocks cast sharp shadows, while the mottled snow gleams with an icy gleam. The snow leopard lowers itself to the ground, muscles tense and imbued with ready power. Almost flat against the ground, it uses the rocky contours for cover, creeping forward slowly and steadily. Its broad paw pads carefully tread the loose snow, its movements smooth and deliberate, silent and nearly traceless, while its long, thick tail sways gently behind it, maintaining perfect balance. Its head is lowered, its ears pressed back, and its pair of ice-blue eyes are as sharp as knives. They look beyond the blurred edge of the rock in the foreground and are fixed on a target outside the camera. The whole picture is filled with a cold atmosphere brought about by extreme concentration, tension and primitive hunting instinct in the silence.", + "seed": 29966, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_0/index_2420_seed_29966_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2375102998688817, + "vlm_logprob": -0.2375102998688817, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.2375102998688817, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24428704380989075 + ], + "opposite_logprob_tokens": [ + -1.7442870140075684 + ], + "logprob_reward": -0.24428704380989075, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.24428704380989075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07288613170385361, + 0.23612605035305023, + 0.11918480694293976, + 0.14012041687965393, + 0.07422256469726562, + 0.04469609633088112, + 0.08224383741617203, + 0.0706307664513588, + 0.12222618609666824, + 0.03766314685344696 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.24428704380989075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261730074882507 + ], + "opposite_logprob_tokens": [ + -0.5761730074882507 + ], + "logprob_reward": -0.8261730074882507, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261730074882507, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04116533696651459, + 0.5728326439857483, + 0.05915609002113342, + 0.06997496634721756, + 0.03240891173481941, + 0.07306402921676636, + 0.038931820541620255, + 0.05101759359240532, + 0.020117605105042458, + 0.0413309782743454 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.8261730074882507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821083389222622 + ], + "opposite_logprob_tokens": [ + -4.0182108879089355 + ], + "logprob_reward": -0.01821083389222622, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821083389222622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06181805208325386, + 0.5243980884552002, + 0.1474527269601822, + 0.058228328824043274, + 0.06794243305921555, + 0.01643959991633892, + 0.02767018973827362, + 0.026242639869451523, + 0.02189343422651291, + 0.047914501279592514 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.01821083389222622 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910227566957474 + ], + "opposite_logprob_tokens": [ + -2.464102268218994 + ], + "logprob_reward": -0.08910227566957474, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910227566957474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06055033951997757, + 0.31154677271842957, + 0.14044545590877533, + 0.20068359375, + 0.08382746577262878, + 0.03887488320469856, + 0.039182085543870926, + 0.030865751206874847, + 0.051589589565992355, + 0.04243406280875206 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.08910227566957474 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778338484466076 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778338484466076, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778338484466076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09772331267595291, + 0.12922735512256622, + 0.3410772681236267, + 0.09113895893096924, + 0.07253477722406387, + 0.032040566205978394, + 0.07225402444601059, + 0.08936931937932968, + 0.028195448219776154, + 0.04643898084759712 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.009778338484466076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a snow leopard as it stalks the jagged rocks. Its thick, shaggy grayish-white fur, speckled with deep black rosettes, blends seamlessly into its surroundings. Under the glaring highland sun, the dark, jagged rocks cast sharp shadows, while the mottled snow gleams with an icy gleam. The snow leopard lowers itself to the ground, muscles tense and imbued with ready power. Almost flat against the ground, it uses the rocky contours for cover, creeping forward slowly and steadily. Its broad paw pads carefully tread the loose snow, its movements smooth and deliberate, silent and nearly traceless, while its long, thick tail sways gently behind it, maintaining perfect balance. Its head is lowered, its ears pressed back, and its pair of ice-blue eyes are as sharp as knives. They look beyond the blurred edge of the rock in the foreground and are fixed on a target outside the camera. The whole picture is filled with a cold atmosphere brought about by extreme concentration, tension and primitive hunting instinct in the silence.", + "seed": 29967, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_0/index_2420_seed_29967_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22544402312487363, + "vlm_logprob": -0.22544402312487363, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.22544402312487363, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.29244187474250793 + ], + "opposite_logprob_tokens": [ + -1.5424418449401855 + ], + "logprob_reward": -0.29244187474250793, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.29244187474250793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16657724976539612, + 0.2928871214389801, + 0.09079775214195251, + 0.07297252863645554, + 0.09161237627267838, + 0.03661191090941429, + 0.03887573629617691, + 0.049681488424539566, + 0.10010502487421036, + 0.0598788857460022 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.29244187474250793 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933929324150085 + ], + "opposite_logprob_tokens": [ + -0.6933929324150085 + ], + "logprob_reward": -0.6933929324150085, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933929324150085, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15379999577999115, + 0.03535180166363716, + 0.052353810518980026, + 0.08860291540622711, + 0.060090336948633194, + 0.07620786130428314, + 0.04018021002411842, + 0.03711482137441635, + 0.28285184502601624, + 0.173446387052536 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.6933929324150085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209991320967674 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.014209991320967674, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209991320967674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06730750948190689, + 0.069241002202034, + 0.043971531093120575, + 0.08820479363203049, + 0.08157607913017273, + 0.010776247829198837, + 0.04087923467159271, + 0.023699775338172913, + 0.24164576828479767, + 0.33269795775413513 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.014209991320967674 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298483610153198 + ], + "opposite_logprob_tokens": [ + -2.2379848957061768 + ], + "logprob_reward": -0.11298483610153198, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298483610153198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16068261861801147, + 0.08550857752561569, + 0.17463016510009766, + 0.1016128733754158, + 0.09102702885866165, + 0.02326151914894581, + 0.05271511152386665, + 0.040909599512815475, + 0.24026718735694885, + 0.029385343194007874 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.11298483610153198 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190481044352055 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190481044352055, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190481044352055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12257861346006393, + 0.041423458606004715, + 0.10549167543649673, + 0.12727800011634827, + 0.03644704446196556, + 0.03511530160903931, + 0.03347272053360939, + 0.027502410113811493, + 0.42058950662612915, + 0.05010119080543518 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.014190481044352055 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a snow leopard as it stalks the jagged rocks. Its thick, shaggy grayish-white fur, speckled with deep black rosettes, blends seamlessly into its surroundings. Under the glaring highland sun, the dark, jagged rocks cast sharp shadows, while the mottled snow gleams with an icy gleam. The snow leopard lowers itself to the ground, muscles tense and imbued with ready power. Almost flat against the ground, it uses the rocky contours for cover, creeping forward slowly and steadily. Its broad paw pads carefully tread the loose snow, its movements smooth and deliberate, silent and nearly traceless, while its long, thick tail sways gently behind it, maintaining perfect balance. Its head is lowered, its ears pressed back, and its pair of ice-blue eyes are as sharp as knives. They look beyond the blurred edge of the rock in the foreground and are fixed on a target outside the camera. The whole picture is filled with a cold atmosphere brought about by extreme concentration, tension and primitive hunting instinct in the silence.", + "seed": 29968, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_0/index_2420_seed_29968_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.26212536841630935, + "vlm_logprob": -0.26212536841630935, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.26212536841630935, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3580482304096222 + ], + "opposite_logprob_tokens": [ + -1.3580482006072998 + ], + "logprob_reward": -0.3580482304096222, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3580482304096222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18353885412216187, + 0.049234356731176376, + 0.23773224651813507, + 0.06924457848072052, + 0.032862983644008636, + 0.10136951506137848, + 0.0715942457318306, + 0.037585705518722534, + 0.050035230815410614, + 0.166802316904068 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.3580482304096222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578563094139099 + ], + "opposite_logprob_tokens": [ + -0.6328563094139099 + ], + "logprob_reward": -0.7578563094139099, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578563094139099, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13524681329727173, + 0.28777503967285156, + 0.07221844792366028, + 0.06811171025037766, + 0.0814228430390358, + 0.06151273101568222, + 0.10057015717029572, + 0.02253635600209236, + 0.07360914349555969, + 0.09699682146310806 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.7578563094139099 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016092533245682716 + ], + "opposite_logprob_tokens": [ + -4.141092300415039 + ], + "logprob_reward": -0.016092533245682716, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016092533245682716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20417337119579315, + 0.10972432792186737, + 0.15277527272701263, + 0.07061199098825455, + 0.05200781300663948, + 0.053927935659885406, + 0.06543699651956558, + 0.15189668536186218, + 0.05903753638267517, + 0.08040802925825119 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.016092533245682716 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16044457256793976 + ], + "opposite_logprob_tokens": [ + -1.9104446172714233 + ], + "logprob_reward": -0.16044457256793976, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16044457256793976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15622557699680328, + 0.14523392915725708, + 0.10951565951108932, + 0.10991159081459045, + 0.08853209018707275, + 0.02042449824512005, + 0.043474890291690826, + 0.22653652727603912, + 0.027834270149469376, + 0.07231104373931885 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.16044457256793976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185196444392204 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185196444392204, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185196444392204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19840116798877716, + 0.2861410975456238, + 0.08960271626710892, + 0.062435779720544815, + 0.0892457440495491, + 0.06497148424386978, + 0.05508948117494583, + 0.06255757063627243, + 0.0575476698577404, + 0.03400732949376106 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018185196444392204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot follows a snow leopard as it stalks the jagged rocks. Its thick, shaggy grayish-white fur, speckled with deep black rosettes, blends seamlessly into its surroundings. Under the glaring highland sun, the dark, jagged rocks cast sharp shadows, while the mottled snow gleams with an icy gleam. The snow leopard lowers itself to the ground, muscles tense and imbued with ready power. Almost flat against the ground, it uses the rocky contours for cover, creeping forward slowly and steadily. Its broad paw pads carefully tread the loose snow, its movements smooth and deliberate, silent and nearly traceless, while its long, thick tail sways gently behind it, maintaining perfect balance. Its head is lowered, its ears pressed back, and its pair of ice-blue eyes are as sharp as knives. They look beyond the blurred edge of the rock in the foreground and are fixed on a target outside the camera. The whole picture is filled with a cold atmosphere brought about by extreme concentration, tension and primitive hunting instinct in the silence.", + "seed": 29969, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_0/index_2420_seed_29969_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20015763472765685, + "vlm_logprob": -0.20015763472765685, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.20015763472765685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2883770763874054 + ], + "opposite_logprob_tokens": [ + -1.538377046585083 + ], + "logprob_reward": -0.2883770763874054, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2883770763874054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17177839577198029, + 0.0707346498966217, + 0.2217549979686737, + 0.09210576862096786, + 0.02891063690185547, + 0.06515423953533173, + 0.027987003326416016, + 0.1439405381679535, + 0.06883715838193893, + 0.10879656672477722 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.2883770763874054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233727693557739 + ], + "opposite_logprob_tokens": [ + -0.8983727693557739 + ], + "logprob_reward": -0.5233727693557739, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233727693557739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18054986000061035, + 0.12956763803958893, + 0.10842328518629074, + 0.04765428975224495, + 0.08439280092716217, + 0.03585303947329521, + 0.043753258883953094, + 0.13825948536396027, + 0.09627097845077515, + 0.13527533411979675 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.5233727693557739 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086550429463387 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.016086550429463387, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086550429463387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24044634401798248, + 0.06611175090074539, + 0.07868340611457825, + 0.02452465519309044, + 0.05567335709929466, + 0.1413840502500534, + 0.0552295483648777, + 0.041798148304224014, + 0.06665194779634476, + 0.22949688136577606 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.016086550429463387 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604187786579132 + ], + "opposite_logprob_tokens": [ + -1.9104187488555908 + ], + "logprob_reward": -0.1604187786579132, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604187786579132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2126147449016571, + 0.05706968531012535, + 0.08813802897930145, + 0.06607334315776825, + 0.038241032510995865, + 0.06486362218856812, + 0.03105655312538147, + 0.046197231858968735, + 0.27028560638427734, + 0.12546011805534363 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.1604187786579132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a tracking shot following the snow leopard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snow leopard's fur grayish-white with deep black rosettes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snow leopard's eyes ice-blue and its ears pressed back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the snow leopard creeping forward slowly and deliberately on jagged rocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253299880772829 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253299880772829, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253299880772829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16642849147319794, + 0.05284492298960686, + 0.10475441813468933, + 0.080623097717762, + 0.0685480386018753, + 0.10938727855682373, + 0.05506795272231102, + 0.06417299062013626, + 0.13631752133369446, + 0.16185526549816132 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01253299880772829 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_1/index_tensor([6463, 6463])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_1/index_tensor([6463, 6463])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..07dcb03a8cfc7aa7669363a198cfff7c370803df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_1/index_tensor([6463, 6463])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a surreal style, an extreme close-up initiates a slow, flawless 360-degree orbit around a stunningly crafted, multi-layered chocolate dessert. A perfect geometric cube rests on a minimalist matte black stone base, gracefully rotating in opposite directions under soft, diffused studio lighting. The camera's deliberate movements capture every intricate, mouth-watering detail with pristine clarity: a glossy, dark chocolate ganache shimmers like liquid obsidian on a top layer, its mirror-like surface reflecting the softbox light mercilessly. As the perspective shifts, distinct layers are revealed—a delicate, airy milk chocolate mousse with a velvety texture, followed by a thin, rich seam of caramel, and finally a crisp, golden-brown wafer base, its grainy texture perfectly rendered. Warm, focused lighting meticulously sculpts the dessert, creating subtle shadows and accentuating the contrast between the smooth ganache, porous mousse, and crunchy base, evoking an atmosphere of luxurious indulgence and culinary perfection that captivates both the senses and the appetite.", + "seed": 30123, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_1/index_6463_seed_30123_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2810873264446855, + "vlm_logprob": -0.2810873264446855, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.2810873264446855, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044964708387851715 + ], + "opposite_logprob_tokens": [ + -3.1699647903442383 + ], + "logprob_reward": -0.044964708387851715, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044964708387851715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13701975345611572, + 0.10561751574277878, + 0.06481530517339706, + 0.06400785595178604, + 0.12755462527275085, + 0.13462838530540466, + 0.05528908595442772, + 0.13673396408557892, + 0.08940678834915161, + 0.08492676913738251 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.044964708387851715 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195264041423798 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.018195264041423798, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195264041423798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07361501455307007, + 0.2497905045747757, + 0.011657687835395336, + 0.05921727046370506, + 0.03170435503125191, + 0.057699475437402725, + 0.05147991701960564, + 0.18318665027618408, + 0.016717785969376564, + 0.2649313807487488 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.018195264041423798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369184255599976 + ], + "opposite_logprob_tokens": [ + -3.651369094848633 + ], + "logprob_reward": -0.026369184255599976, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369184255599976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08860865980386734, + 0.20868274569511414, + 0.06945593655109406, + 0.1370343416929245, + 0.1079612448811531, + 0.09582818299531937, + 0.08200987428426743, + 0.12253843247890472, + 0.02974880114197731, + 0.058131732046604156 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.026369184255599976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313417673110962 + ], + "opposite_logprob_tokens": [ + -0.3134176433086395 + ], + "logprob_reward": -1.313417673110962, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313417673110962, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07190622389316559, + 0.04330991581082344, + 0.0906888023018837, + 0.152726411819458, + 0.08755995333194733, + 0.09827090054750443, + 0.03514844924211502, + 0.026233645156025887, + 0.11140715330839157, + 0.2827485501766205 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -1.313417673110962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024898024275898933 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024898024275898933, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024898024275898933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08467180281877518, + 0.15382125973701477, + 0.05616180971264839, + 0.20316538214683533, + 0.05109439790248871, + 0.09077221155166626, + 0.02800636924803257, + 0.03974401205778122, + 0.052141908556222916, + 0.2404208779335022 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.0024898024275898933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "In a surreal style, an extreme close-up initiates a slow, flawless 360-degree orbit around a stunningly crafted, multi-layered chocolate dessert. A perfect geometric cube rests on a minimalist matte black stone base, gracefully rotating in opposite directions under soft, diffused studio lighting. The camera's deliberate movements capture every intricate, mouth-watering detail with pristine clarity: a glossy, dark chocolate ganache shimmers like liquid obsidian on a top layer, its mirror-like surface reflecting the softbox light mercilessly. As the perspective shifts, distinct layers are revealed—a delicate, airy milk chocolate mousse with a velvety texture, followed by a thin, rich seam of caramel, and finally a crisp, golden-brown wafer base, its grainy texture perfectly rendered. Warm, focused lighting meticulously sculpts the dessert, creating subtle shadows and accentuating the contrast between the smooth ganache, porous mousse, and crunchy base, evoking an atmosphere of luxurious indulgence and culinary perfection that captivates both the senses and the appetite.", + "seed": 30124, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_1/index_6463_seed_30124_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07365611465647817, + "vlm_logprob": -0.07365611465647817, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.07365611465647817, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06394004076719284 + ], + "opposite_logprob_tokens": [ + -2.8139400482177734 + ], + "logprob_reward": -0.06394004076719284, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06394004076719284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1620613932609558, + 0.054711103439331055, + 0.08866852521896362, + 0.04652002453804016, + 0.22370357811450958, + 0.19503183662891388, + 0.07468512654304504, + 0.08026542514562607, + 0.03380027040839195, + 0.040552712976932526 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.06394004076719284 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033708587288856506 + ], + "opposite_logprob_tokens": [ + -3.4087085723876953 + ], + "logprob_reward": -0.033708587288856506, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033708587288856506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29038205742836, + 0.08010152727365494, + 0.096741683781147, + 0.0287186186760664, + 0.05363653600215912, + 0.18663877248764038, + 0.1870332658290863, + 0.022050855681300163, + 0.01974736526608467, + 0.03494935855269432 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.033708587288856506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086433082818985 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.016086433082818985, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086433082818985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13228186964988708, + 0.086574025452137, + 0.08461854606866837, + 0.14736810326576233, + 0.05961848795413971, + 0.050345391035079956, + 0.11058935523033142, + 0.11421184986829758, + 0.10527720302343369, + 0.1091151088476181 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.016086433082818985 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520577311515808 + ], + "opposite_logprob_tokens": [ + -1.5020577907562256 + ], + "logprob_reward": -0.2520577311515808, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520577311515808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08685615658760071, + 0.061228495091199875, + 0.179059237241745, + 0.13877271115779877, + 0.05343278497457504, + 0.11927209794521332, + 0.20368315279483795, + 0.0846535935997963, + 0.0388185940682888, + 0.034223221242427826 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.2520577311515808 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024877809919416904 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.0024877809919416904, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024877809919416904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09472618997097015, + 0.13853512704372406, + 0.17397302389144897, + 0.058808352798223495, + 0.16667121648788452, + 0.052381742745637894, + 0.1815156191587448, + 0.04817473515868187, + 0.02583390660583973, + 0.05938004329800606 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.0024877809919416904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal style, an extreme close-up initiates a slow, flawless 360-degree orbit around a stunningly crafted, multi-layered chocolate dessert. A perfect geometric cube rests on a minimalist matte black stone base, gracefully rotating in opposite directions under soft, diffused studio lighting. The camera's deliberate movements capture every intricate, mouth-watering detail with pristine clarity: a glossy, dark chocolate ganache shimmers like liquid obsidian on a top layer, its mirror-like surface reflecting the softbox light mercilessly. As the perspective shifts, distinct layers are revealed—a delicate, airy milk chocolate mousse with a velvety texture, followed by a thin, rich seam of caramel, and finally a crisp, golden-brown wafer base, its grainy texture perfectly rendered. Warm, focused lighting meticulously sculpts the dessert, creating subtle shadows and accentuating the contrast between the smooth ganache, porous mousse, and crunchy base, evoking an atmosphere of luxurious indulgence and culinary perfection that captivates both the senses and the appetite.", + "seed": 30125, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_1/index_6463_seed_30125_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1084837487898767, + "vlm_logprob": -0.1084837487898767, + "vlm_yes_no_margin": 3.375000011920929, + "vlm_token_credit": -0.1084837487898767, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03502431511878967 + ], + "opposite_logprob_tokens": [ + -3.410024404525757 + ], + "logprob_reward": -0.03502431511878967, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03502431511878967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11938009411096573, + 0.08923010528087616, + 0.06203983724117279, + 0.054088134318590164, + 0.1117168739438057, + 0.1972685605287552, + 0.06878609210252762, + 0.18475867807865143, + 0.04289884492754936, + 0.0698326900601387 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.03502431511878967 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307607561349869 + ], + "opposite_logprob_tokens": [ + -3.1680760383605957 + ], + "logprob_reward": -0.04307607561349869, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307607561349869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11154775321483612, + 0.039298590272665024, + 0.045912373811006546, + 0.1297522783279419, + 0.05567365884780884, + 0.015961647033691406, + 0.2382093071937561, + 0.22148403525352478, + 0.12463641911745071, + 0.017523955553770065 + ], + "top_frames": [ + 6, + 7, + 3 + ], + "selected_reward": -0.04307607561349869 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033738669008016586 + ], + "opposite_logprob_tokens": [ + -3.408738613128662 + ], + "logprob_reward": -0.033738669008016586, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033738669008016586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056134141981601715, + 0.09358145296573639, + 0.049265872687101364, + 0.06619922816753387, + 0.2732151448726654, + 0.06169365346431732, + 0.10000580549240112, + 0.14204448461532593, + 0.06711412221193314, + 0.09074608236551285 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.033738669008016586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42886656522750854 + ], + "opposite_logprob_tokens": [ + -1.0538666248321533 + ], + "logprob_reward": -0.42886656522750854, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42886656522750854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051092375069856644, + 0.10842868685722351, + 0.06927870213985443, + 0.18752188980579376, + 0.16172273457050323, + 0.25739628076553345, + 0.06569074839353561, + 0.02898767590522766, + 0.027572209015488625, + 0.04230870306491852 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.42886656522750854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017131189815700054 + ], + "opposite_logprob_tokens": [ + -6.376713275909424 + ], + "logprob_reward": -0.0017131189815700054, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017131189815700054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11251508444547653, + 0.0839073434472084, + 0.05867176875472069, + 0.14600633084774017, + 0.16220417618751526, + 0.14518405497074127, + 0.07685182243585587, + 0.14661462604999542, + 0.041913777589797974, + 0.02613103576004505 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.0017131189815700054 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a surreal style, an extreme close-up initiates a slow, flawless 360-degree orbit around a stunningly crafted, multi-layered chocolate dessert. A perfect geometric cube rests on a minimalist matte black stone base, gracefully rotating in opposite directions under soft, diffused studio lighting. The camera's deliberate movements capture every intricate, mouth-watering detail with pristine clarity: a glossy, dark chocolate ganache shimmers like liquid obsidian on a top layer, its mirror-like surface reflecting the softbox light mercilessly. As the perspective shifts, distinct layers are revealed—a delicate, airy milk chocolate mousse with a velvety texture, followed by a thin, rich seam of caramel, and finally a crisp, golden-brown wafer base, its grainy texture perfectly rendered. Warm, focused lighting meticulously sculpts the dessert, creating subtle shadows and accentuating the contrast between the smooth ganache, porous mousse, and crunchy base, evoking an atmosphere of luxurious indulgence and culinary perfection that captivates both the senses and the appetite.", + "seed": 30126, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_1/index_6463_seed_30126_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12717014513909816, + "vlm_logprob": -0.12717014513909816, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.12717014513909816, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10157933831214905 + ], + "opposite_logprob_tokens": [ + -2.351579427719116 + ], + "logprob_reward": -0.10157933831214905, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10157933831214905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08156134188175201, + 0.12169540673494339, + 0.06552120298147202, + 0.05537796765565872, + 0.03522500395774841, + 0.1342577338218689, + 0.12824775278568268, + 0.0300736241042614, + 0.29832923412323, + 0.049710776656866074 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.10157933831214905 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706317007541656 + ], + "opposite_logprob_tokens": [ + -2.127063274383545 + ], + "logprob_reward": -0.12706317007541656, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706317007541656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21379613876342773, + 0.13509637117385864, + 0.20356591045856476, + 0.036210477352142334, + 0.0637475773692131, + 0.09144128113985062, + 0.09401147812604904, + 0.04795527830719948, + 0.05568283796310425, + 0.05849265307188034 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.12706317007541656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608678512275219 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.01608678512275219, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608678512275219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.223861426115036, + 0.0657372996211052, + 0.09110166132450104, + 0.029413854703307152, + 0.05823380872607231, + 0.1254197210073471, + 0.2156890481710434, + 0.05356037616729736, + 0.07222577184438705, + 0.06475695967674255 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.01608678512275219 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870280683040619 + ], + "opposite_logprob_tokens": [ + -1.1370280981063843 + ], + "logprob_reward": -0.3870280683040619, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870280683040619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1150420680642128, + 0.11043471097946167, + 0.14161857962608337, + 0.09305907040834427, + 0.03287678211927414, + 0.07607492804527283, + 0.11994951218366623, + 0.04258672147989273, + 0.21246574819087982, + 0.05589187890291214 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.3870280683040619 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a multi-layered chocolate dessert shaped like a perfect geometric cube?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the dessert rest on a minimalist matte black stone base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the visible layers of the dessert a dark chocolate ganache top, a milk chocolate mousse middle, a caramel seam, and a golden-brown wafer base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree orbit around the dessert?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft, diffused, and studio-style, creating subtle shadows and highlighting the dessert's textures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093363881111145 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093363881111145, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093363881111145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11037543416023254, + 0.23479104042053223, + 0.148341566324234, + 0.0694526955485344, + 0.029191933572292328, + 0.10694736242294312, + 0.11488395929336548, + 0.0703558549284935, + 0.052372246980667114, + 0.06328791379928589 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.004093363881111145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_10/index_tensor([8138, 8138])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_10/index_tensor([8138, 8138])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aef43fedf54d0367c32caf228637744831a9e8f6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_10/index_tensor([8138, 8138])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "gently shaky medium close-up, emulating the rhythm of a tram's movement, draws the viewer inside. It's dusk, and the last rays of sunset dramatically penetrate the clean windows, casting warm, golden-orange beams within which countless tiny dust particles dance gracefully. At the center of the frame sits a middle-aged man with a slightly weary face. He sits by the window, his short, slightly tousled dark brown hair streaked with silver at the temples. He wears a soft, light blue cotton shirt, casually unbuttoned at the collar. As the tram gently sways, he slowly raises his right hand and, with his index finger and thumb, carefully pushes a pair of thin, black metal-framed glasses up his nose—a subtle, habitual gesture. At that moment, the setting sun's rays glide across his lenses, creating a brilliant, soft flare. The tones of the entire scene are dominated by warm gold and cold blue in the shadows. Outside the blurred window is the rapidly receding city silhouette, creating a tranquil, nostalgic and slightly melancholic atmosphere. Its delicate texture details, extreme rendering of light and shadow, and saturated colors perfectly present the poetry and texture of Makoto Shinkai's animated films.", + "seed": 13827, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_10/index_8138_seed_13827_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016053903196007014, + "vlm_logprob": -0.016053903196007014, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.016053903196007014, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011260529048740864 + ], + "opposite_logprob_tokens": [ + -4.886260509490967 + ], + "logprob_reward": -0.011260529048740864, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.011260529048740864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2125963568687439, + 0.07511444389820099, + 0.09194625169038773, + 0.05006396397948265, + 0.06145954877138138, + 0.05388263985514641, + 0.0980134829878807, + 0.21255742013454437, + 0.07628070563077927, + 0.06808517128229141 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.011260529048740864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014224564656615257 + ], + "opposite_logprob_tokens": [ + -4.264224529266357 + ], + "logprob_reward": -0.014224564656615257, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014224564656615257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12275274097919464, + 0.022822201251983643, + 0.0477190800011158, + 0.05758511275053024, + 0.057923171669244766, + 0.09721315652132034, + 0.06397516280412674, + 0.3250254690647125, + 0.056103482842445374, + 0.1488804817199707 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.014224564656615257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626346778124571 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626346778124571, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626346778124571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07446689903736115, + 0.02399667166173458, + 0.02326439879834652, + 0.03444637730717659, + 0.03820088133215904, + 0.06516752392053604, + 0.06465477496385574, + 0.6148520708084106, + 0.03646695613861084, + 0.024483399465680122 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.007626346778124571 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094788804650307 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094788804650307, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094788804650307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0691804364323616, + 0.04117782413959503, + 0.025110803544521332, + 0.02492195926606655, + 0.06489293277263641, + 0.07403082400560379, + 0.06342572718858719, + 0.5272459387779236, + 0.06518860161304474, + 0.04482494294643402 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.004094788804650307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306328669190407 + ], + "opposite_logprob_tokens": [ + -3.1680634021759033 + ], + "logprob_reward": -0.04306328669190407, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306328669190407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16205087304115295, + 0.06413744390010834, + 0.14237149059772491, + 0.08159121125936508, + 0.06026311591267586, + 0.03761513531208038, + 0.08587900549173355, + 0.1935061514377594, + 0.08562400937080383, + 0.08696157485246658 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.04306328669190407 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "gently shaky medium close-up, emulating the rhythm of a tram's movement, draws the viewer inside. It's dusk, and the last rays of sunset dramatically penetrate the clean windows, casting warm, golden-orange beams within which countless tiny dust particles dance gracefully. At the center of the frame sits a middle-aged man with a slightly weary face. He sits by the window, his short, slightly tousled dark brown hair streaked with silver at the temples. He wears a soft, light blue cotton shirt, casually unbuttoned at the collar. As the tram gently sways, he slowly raises his right hand and, with his index finger and thumb, carefully pushes a pair of thin, black metal-framed glasses up his nose—a subtle, habitual gesture. At that moment, the setting sun's rays glide across his lenses, creating a brilliant, soft flare. The tones of the entire scene are dominated by warm gold and cold blue in the shadows. Outside the blurred window is the rapidly receding city silhouette, creating a tranquil, nostalgic and slightly melancholic atmosphere. Its delicate texture details, extreme rendering of light and shadow, and saturated colors perfectly present the poetry and texture of Makoto Shinkai's animated films.", + "seed": 13828, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_10/index_8138_seed_13828_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02353589239064604, + "vlm_logprob": -0.02353589239064604, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.02353589239064604, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019693443551659584 + ], + "opposite_logprob_tokens": [ + -4.519693374633789 + ], + "logprob_reward": -0.019693443551659584, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.019693443551659584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27647820115089417, + 0.08003886789083481, + 0.0696377232670784, + 0.08360258489847183, + 0.08087590336799622, + 0.06592978537082672, + 0.10030186176300049, + 0.05996144562959671, + 0.14124032855033875, + 0.0419333390891552 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.019693443551659584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038133904337882996 + ], + "opposite_logprob_tokens": [ + -3.2881338596343994 + ], + "logprob_reward": -0.038133904337882996, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038133904337882996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3056536018848419, + 0.35897350311279297, + 0.14482387900352478, + 0.040199365466833115, + 0.030162565410137177, + 0.025442901998758316, + 0.024648934602737427, + 0.022247305139899254, + 0.027314115315675735, + 0.020533816888928413 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.038133904337882996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189360024407506 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.003189360024407506, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189360024407506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2783889174461365, + 0.07461167126893997, + 0.07779771834611893, + 0.2937805652618408, + 0.03891491889953613, + 0.023281851783394814, + 0.06048956885933876, + 0.03155466169118881, + 0.05172932147979736, + 0.06945084780454636 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.003189360024407506 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017124050064012408 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017124050064012408, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017124050064012408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19873718917369843, + 0.1399342268705368, + 0.05041218921542168, + 0.10607364773750305, + 0.07006559520959854, + 0.0484372042119503, + 0.07069553434848785, + 0.11854639649391174, + 0.06555110961198807, + 0.13154685497283936 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0017124050064012408 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054950349032878876 + ], + "opposite_logprob_tokens": [ + -2.92995023727417 + ], + "logprob_reward": -0.054950349032878876, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054950349032878876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1326034516096115, + 0.04022477567195892, + 0.3698297441005707, + 0.11267736554145813, + 0.1041928231716156, + 0.0414794385433197, + 0.11152759939432144, + 0.026754025369882584, + 0.036777205765247345, + 0.023933514952659607 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.054950349032878876 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "gently shaky medium close-up, emulating the rhythm of a tram's movement, draws the viewer inside. It's dusk, and the last rays of sunset dramatically penetrate the clean windows, casting warm, golden-orange beams within which countless tiny dust particles dance gracefully. At the center of the frame sits a middle-aged man with a slightly weary face. He sits by the window, his short, slightly tousled dark brown hair streaked with silver at the temples. He wears a soft, light blue cotton shirt, casually unbuttoned at the collar. As the tram gently sways, he slowly raises his right hand and, with his index finger and thumb, carefully pushes a pair of thin, black metal-framed glasses up his nose—a subtle, habitual gesture. At that moment, the setting sun's rays glide across his lenses, creating a brilliant, soft flare. The tones of the entire scene are dominated by warm gold and cold blue in the shadows. Outside the blurred window is the rapidly receding city silhouette, creating a tranquil, nostalgic and slightly melancholic atmosphere. Its delicate texture details, extreme rendering of light and shadow, and saturated colors perfectly present the poetry and texture of Makoto Shinkai's animated films.", + "seed": 13829, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_10/index_8138_seed_13829_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03011034373193979, + "vlm_logprob": -0.03011034373193979, + "vlm_yes_no_margin": 3.674999952316284, + "vlm_token_credit": -0.03011034373193979, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03645256906747818 + ], + "opposite_logprob_tokens": [ + -3.536452531814575 + ], + "logprob_reward": -0.03645256906747818, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03645256906747818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2799399495124817, + 0.14077846705913544, + 0.11236383020877838, + 0.036616235971450806, + 0.06183938309550285, + 0.029273835942149162, + 0.10179956257343292, + 0.14287221431732178, + 0.05438768491148949, + 0.04012879729270935 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.03645256906747818 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05501759424805641 + ], + "opposite_logprob_tokens": [ + -2.9300177097320557 + ], + "logprob_reward": -0.05501759424805641, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05501759424805641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.305295467376709, + 0.23258300125598907, + 0.09874168038368225, + 0.02739032171666622, + 0.030398493632674217, + 0.021832816302776337, + 0.1804266721010208, + 0.014938481152057648, + 0.032478850334882736, + 0.055914256721735 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.05501759424805641 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181919876486063 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.0181919876486063, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181919876486063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36598408222198486, + 0.31956109404563904, + 0.06339004635810852, + 0.0515068955719471, + 0.035390909761190414, + 0.013979952782392502, + 0.09461010247468948, + 0.016369838267564774, + 0.018987124785780907, + 0.020219922065734863 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0181919876486063 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078749783337116 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078749783337116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078749783337116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38432344794273376, + 0.14456358551979065, + 0.08512973040342331, + 0.06913025677204132, + 0.04524336755275726, + 0.03237313777208328, + 0.12703624367713928, + 0.025968803092837334, + 0.043771371245384216, + 0.042459987103939056 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.011078749783337116 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810817912220955 + ], + "opposite_logprob_tokens": [ + -3.529810905456543 + ], + "logprob_reward": -0.029810817912220955, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810817912220955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0571516752243042, + 0.07291612029075623, + 0.16420972347259521, + 0.0662059634923935, + 0.18611837923526764, + 0.05288020521402359, + 0.0317581482231617, + 0.08869951963424683, + 0.08009064942598343, + 0.19996963441371918 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.029810817912220955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "gently shaky medium close-up, emulating the rhythm of a tram's movement, draws the viewer inside. It's dusk, and the last rays of sunset dramatically penetrate the clean windows, casting warm, golden-orange beams within which countless tiny dust particles dance gracefully. At the center of the frame sits a middle-aged man with a slightly weary face. He sits by the window, his short, slightly tousled dark brown hair streaked with silver at the temples. He wears a soft, light blue cotton shirt, casually unbuttoned at the collar. As the tram gently sways, he slowly raises his right hand and, with his index finger and thumb, carefully pushes a pair of thin, black metal-framed glasses up his nose—a subtle, habitual gesture. At that moment, the setting sun's rays glide across his lenses, creating a brilliant, soft flare. The tones of the entire scene are dominated by warm gold and cold blue in the shadows. Outside the blurred window is the rapidly receding city silhouette, creating a tranquil, nostalgic and slightly melancholic atmosphere. Its delicate texture details, extreme rendering of light and shadow, and saturated colors perfectly present the poetry and texture of Makoto Shinkai's animated films.", + "seed": 13830, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_10/index_8138_seed_13830_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020826490968465804, + "vlm_logprob": -0.020826490968465804, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.020826490968465804, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02085939049720764 + ], + "opposite_logprob_tokens": [ + -4.520859241485596 + ], + "logprob_reward": -0.02085939049720764, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.02085939049720764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13172277808189392, + 0.10322579741477966, + 0.06238769739866257, + 0.06172622740268707, + 0.11733122915029526, + 0.12181363999843597, + 0.06116081029176712, + 0.08901506662368774, + 0.13944366574287415, + 0.11217306554317474 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.02085939049720764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374950587749481 + ], + "opposite_logprob_tokens": [ + -3.408749580383301 + ], + "logprob_reward": -0.03374950587749481, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374950587749481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22757598757743835, + 0.1197483092546463, + 0.13613395392894745, + 0.03576266020536423, + 0.1167483851313591, + 0.04524163529276848, + 0.04519793018698692, + 0.06774616986513138, + 0.07433630526065826, + 0.13150861859321594 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.03374950587749481 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801098629832268 + ], + "opposite_logprob_tokens": [ + -3.5298011302948 + ], + "logprob_reward": -0.029801098629832268, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801098629832268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2185337245464325, + 0.039978958666324615, + 0.046744756400585175, + 0.12951505184173584, + 0.1252671629190445, + 0.06500539928674698, + 0.02309451252222061, + 0.052466802299022675, + 0.1153964176774025, + 0.183997243642807 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.029801098629832268 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864217709749937 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.00864217709749937, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864217709749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1050737276673317, + 0.15658029913902283, + 0.1529904007911682, + 0.06296414136886597, + 0.04298963397741318, + 0.04877788573503494, + 0.02316386252641678, + 0.2323351949453354, + 0.10598132759332657, + 0.06914355605840683 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.00864217709749937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium close-up with a gently shaky movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at dusk with warm, golden-orange light beams penetrating clean windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a middle-aged man with short, dark brown hair streaked with silver sitting by the window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man wear a soft, light blue cotton shirt that is casually unbuttoned at the collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man slowly raise his right hand to push thin, black metal-framed glasses up his nose?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080282740294933 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080282740294933, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080282740294933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05353393778204918, + 0.025868283584713936, + 0.020179767161607742, + 0.03079874999821186, + 0.03606715425848961, + 0.05173153430223465, + 0.05067066103219986, + 0.31805622577667236, + 0.3199653625488281, + 0.09312829375267029 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.011080282740294933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_11/index_tensor([2731, 2731])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_11/index_tensor([2731, 2731])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4e1e891125f0d37aacab64c267636efe981323e0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_11/index_tensor([2731, 2731])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "hyper-realistic CGI animation unfolds with a fluid, eye-level medium tracking shot, perfectly capturing the movement of a gleaming obsidian-black luxury sedan across the expansive Sunshine Skyway Bridge. The camera moves parallel to the vehicle, capturing its impeccable aerodynamic silhouette. The vehicle's polished clearcoat reflects the scene with pristine clarity, like a dark mirror. The early morning sun, low in the clear sky, casts a warm golden glow, causing brilliant mirror-like highlights to shimmer on the iconic, massive yellow support cables and creating subtle, cinematic lens flares. Below, the clear waters of the bay are a deep sapphire blue, gently rippled on their surface, catching the sunlight with a million shimmering points of light. The car itself glides with a smooth, effortless glide, its wheels turning steadily on the clean concrete road, embodying a sense of quiet power and advanced engineering. The entire composition, from the geometric grandeur of the bridge to the fluid movement of the car, is rendered with photorealistic precision, creating a profound atmosphere of tranquility, majestic beauty, and quiet forward momentum.", + "seed": 31287, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_11/index_2731_seed_31287_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07782648075371981, + "vlm_logprob": -0.07782648075371981, + "vlm_yes_no_margin": 3.000000023841858, + "vlm_token_credit": -0.07782648075371981, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10097100585699081 + ], + "opposite_logprob_tokens": [ + -2.350970983505249 + ], + "logprob_reward": -0.10097100585699081, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10097100585699081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1968926340341568, + 0.08799907565116882, + 0.051745422184467316, + 0.11206473410129547, + 0.19106437265872955, + 0.07345928996801376, + 0.11067714542150497, + 0.08006617426872253, + 0.053970519453287125, + 0.04206065833568573 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.10097100585699081 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14296641945838928 + ], + "opposite_logprob_tokens": [ + -2.0179665088653564 + ], + "logprob_reward": -0.14296641945838928, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14296641945838928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14058858156204224, + 0.11184898018836975, + 0.04206215217709541, + 0.14790880680084229, + 0.07723993062973022, + 0.34191229939460754, + 0.04513015225529671, + 0.06720415502786636, + 0.013370058499276638, + 0.012734845280647278 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.14296641945838928 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342015713453293 + ], + "opposite_logprob_tokens": [ + -3.6513419151306152 + ], + "logprob_reward": -0.026342015713453293, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342015713453293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09212487190961838, + 0.33568131923675537, + 0.039759524166584015, + 0.07883543521165848, + 0.07479264587163925, + 0.1100912094116211, + 0.06200325861573219, + 0.09851625561714172, + 0.04351552575826645, + 0.06467989087104797 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.026342015713453293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951066501438618 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005951066501438618, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951066501438618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12699396908283234, + 0.3892395496368408, + 0.028111808001995087, + 0.0692468136548996, + 0.04787364602088928, + 0.10398558527231216, + 0.05019495636224747, + 0.09099717438220978, + 0.04934226721525192, + 0.044014204293489456 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.005951066501438618 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290189623832703 + ], + "opposite_logprob_tokens": [ + -2.2379019260406494 + ], + "logprob_reward": -0.11290189623832703, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290189623832703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10097652673721313, + 0.08591073751449585, + 0.09536219388246536, + 0.11178655922412872, + 0.12184988707304001, + 0.20720690488815308, + 0.05704222619533539, + 0.07078508287668228, + 0.11555252224206924, + 0.03352735564112663 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.11290189623832703 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "hyper-realistic CGI animation unfolds with a fluid, eye-level medium tracking shot, perfectly capturing the movement of a gleaming obsidian-black luxury sedan across the expansive Sunshine Skyway Bridge. The camera moves parallel to the vehicle, capturing its impeccable aerodynamic silhouette. The vehicle's polished clearcoat reflects the scene with pristine clarity, like a dark mirror. The early morning sun, low in the clear sky, casts a warm golden glow, causing brilliant mirror-like highlights to shimmer on the iconic, massive yellow support cables and creating subtle, cinematic lens flares. Below, the clear waters of the bay are a deep sapphire blue, gently rippled on their surface, catching the sunlight with a million shimmering points of light. The car itself glides with a smooth, effortless glide, its wheels turning steadily on the clean concrete road, embodying a sense of quiet power and advanced engineering. The entire composition, from the geometric grandeur of the bridge to the fluid movement of the car, is rendered with photorealistic precision, creating a profound atmosphere of tranquility, majestic beauty, and quiet forward momentum.", + "seed": 31288, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_11/index_2731_seed_31288_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04171341471374035, + "vlm_logprob": -0.04171341471374035, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04171341471374035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06233057752251625 + ], + "opposite_logprob_tokens": [ + -2.812330484390259 + ], + "logprob_reward": -0.06233057752251625, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06233057752251625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09353606402873993, + 0.034031204879283905, + 0.0426727831363678, + 0.03434261679649353, + 0.4108295738697052, + 0.09422324597835541, + 0.12539547681808472, + 0.016418306156992912, + 0.11943428218364716, + 0.029116565361618996 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.06233057752251625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10043388605117798 + ], + "opposite_logprob_tokens": [ + -2.350433826446533 + ], + "logprob_reward": -0.10043388605117798, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10043388605117798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12687338888645172, + 0.08966203778982162, + 0.07542618364095688, + 0.03762974962592125, + 0.3049854636192322, + 0.15205173194408417, + 0.0308910571038723, + 0.0645030066370964, + 0.07998360693454742, + 0.03799374774098396 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.10043388605117798 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058335766196251 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058335766196251, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058335766196251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08891686052083969, + 0.06769794970750809, + 0.05605718120932579, + 0.0940353274345398, + 0.10288781672716141, + 0.06030891090631485, + 0.1005142480134964, + 0.18385915458202362, + 0.21446067094802856, + 0.0312618687748909 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.02058335766196251 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643134772777557 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004643134772777557, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643134772777557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06868764013051987, + 0.050366368144750595, + 0.03378322720527649, + 0.047407981008291245, + 0.5656677484512329, + 0.0826115533709526, + 0.009474276565015316, + 0.06435257196426392, + 0.05863580480217934, + 0.019012916833162308 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.004643134772777557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057611756026745 + ], + "opposite_logprob_tokens": [ + -3.895576000213623 + ], + "logprob_reward": -0.02057611756026745, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057611756026745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22104376554489136, + 0.1429504007101059, + 0.038936764001846313, + 0.02203797921538353, + 0.2366737276315689, + 0.013260116800665855, + 0.030740270391106606, + 0.05553027614951134, + 0.2130221575498581, + 0.025804534554481506 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.02057611756026745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "hyper-realistic CGI animation unfolds with a fluid, eye-level medium tracking shot, perfectly capturing the movement of a gleaming obsidian-black luxury sedan across the expansive Sunshine Skyway Bridge. The camera moves parallel to the vehicle, capturing its impeccable aerodynamic silhouette. The vehicle's polished clearcoat reflects the scene with pristine clarity, like a dark mirror. The early morning sun, low in the clear sky, casts a warm golden glow, causing brilliant mirror-like highlights to shimmer on the iconic, massive yellow support cables and creating subtle, cinematic lens flares. Below, the clear waters of the bay are a deep sapphire blue, gently rippled on their surface, catching the sunlight with a million shimmering points of light. The car itself glides with a smooth, effortless glide, its wheels turning steadily on the clean concrete road, embodying a sense of quiet power and advanced engineering. The entire composition, from the geometric grandeur of the bridge to the fluid movement of the car, is rendered with photorealistic precision, creating a profound atmosphere of tranquility, majestic beauty, and quiet forward momentum.", + "seed": 31289, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_11/index_2731_seed_31289_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06819751961156725, + "vlm_logprob": -0.06819751961156725, + "vlm_yes_no_margin": 3.499999976158142, + "vlm_token_credit": -0.06819751961156725, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044383417814970016 + ], + "opposite_logprob_tokens": [ + -3.1693835258483887 + ], + "logprob_reward": -0.044383417814970016, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044383417814970016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19935140013694763, + 0.06746570020914078, + 0.057568375021219254, + 0.07624620199203491, + 0.16184063255786896, + 0.1710263192653656, + 0.047987136989831924, + 0.14580199122428894, + 0.032896313816308975, + 0.03981592506170273 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.044383417814970016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14301538467407227 + ], + "opposite_logprob_tokens": [ + -2.0180153846740723 + ], + "logprob_reward": -0.14301538467407227, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14301538467407227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25436931848526, + 0.03432412073016167, + 0.10896043479442596, + 0.05457330495119095, + 0.22052496671676636, + 0.0598374605178833, + 0.047735828906297684, + 0.04327297955751419, + 0.03663353994488716, + 0.13976801931858063 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.14301538467407227 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031963707879185677 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.0031963707879185677, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031963707879185677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0832080990076065, + 0.18849538266658783, + 0.1038590669631958, + 0.11430089175701141, + 0.15631569921970367, + 0.04514522850513458, + 0.09369120001792908, + 0.05266913026571274, + 0.09659475088119507, + 0.0657205656170845 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.0031963707879185677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631551939994097 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631551939994097, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631551939994097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15815512835979462, + 0.09733299911022186, + 0.059042155742645264, + 0.04475051909685135, + 0.08047094196081161, + 0.20770767331123352, + 0.04961962252855301, + 0.14725404977798462, + 0.039764322340488434, + 0.11590264737606049 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.007631551939994097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276087284088135 + ], + "opposite_logprob_tokens": [ + -2.017760753631592 + ], + "logprob_reward": -0.14276087284088135, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14276087284088135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2658611238002777, + 0.06936825811862946, + 0.16231125593185425, + 0.1369074285030365, + 0.05177450180053711, + 0.1003546193242073, + 0.07475704699754715, + 0.07714758813381195, + 0.030081843957304955, + 0.031436413526535034 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.14276087284088135 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "hyper-realistic CGI animation unfolds with a fluid, eye-level medium tracking shot, perfectly capturing the movement of a gleaming obsidian-black luxury sedan across the expansive Sunshine Skyway Bridge. The camera moves parallel to the vehicle, capturing its impeccable aerodynamic silhouette. The vehicle's polished clearcoat reflects the scene with pristine clarity, like a dark mirror. The early morning sun, low in the clear sky, casts a warm golden glow, causing brilliant mirror-like highlights to shimmer on the iconic, massive yellow support cables and creating subtle, cinematic lens flares. Below, the clear waters of the bay are a deep sapphire blue, gently rippled on their surface, catching the sunlight with a million shimmering points of light. The car itself glides with a smooth, effortless glide, its wheels turning steadily on the clean concrete road, embodying a sense of quiet power and advanced engineering. The entire composition, from the geometric grandeur of the bridge to the fluid movement of the car, is rendered with photorealistic precision, creating a profound atmosphere of tranquility, majestic beauty, and quiet forward momentum.", + "seed": 31290, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_11/index_2731_seed_31290_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04553019581362605, + "vlm_logprob": -0.04553019581362605, + "vlm_yes_no_margin": 3.649999976158142, + "vlm_token_credit": -0.04553019581362605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027373353019356728 + ], + "opposite_logprob_tokens": [ + -3.6523733139038086 + ], + "logprob_reward": -0.027373353019356728, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027373353019356728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18372592329978943, + 0.07754199951887131, + 0.08175468444824219, + 0.03895168751478195, + 0.07676602900028229, + 0.07915828377008438, + 0.0920325294137001, + 0.04428780451416969, + 0.10402972996234894, + 0.22175131738185883 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.027373353019356728 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054982054978609085 + ], + "opposite_logprob_tokens": [ + -2.9299819469451904 + ], + "logprob_reward": -0.054982054978609085, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054982054978609085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34333568811416626, + 0.08898859471082687, + 0.10991014540195465, + 0.09681423753499985, + 0.06280244886875153, + 0.037341635674238205, + 0.024852843955159187, + 0.050924625247716904, + 0.09134840965270996, + 0.0936814397573471 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.054982054978609085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191421680152416 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191421680152416, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191421680152416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.166589617729187, + 0.12374015152454376, + 0.1021050214767456, + 0.16185374557971954, + 0.0759100615978241, + 0.03908200189471245, + 0.07074861973524094, + 0.031723618507385254, + 0.07917758077383041, + 0.14906956255435944 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.014191421680152416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095145035535097 + ], + "opposite_logprob_tokens": [ + -5.504095077514648 + ], + "logprob_reward": -0.004095145035535097, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095145035535097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36532118916511536, + 0.04960772767663002, + 0.0534789152443409, + 0.06992815434932709, + 0.03736182674765587, + 0.06585808843374252, + 0.035468216985464096, + 0.04536404460668564, + 0.1141192838549614, + 0.1634926050901413 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.004095145035535097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming obsidian-black luxury sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on the expansive Sunshine Skyway Bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera move parallel to the vehicle in a tracking shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the massive support cables of the bridge visible in a bright yellow color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water below the bridge a deep sapphire blue with visible ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12700900435447693 + ], + "opposite_logprob_tokens": [ + -2.1270089149475098 + ], + "logprob_reward": -0.12700900435447693, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12700900435447693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15984243154525757, + 0.11037899553775787, + 0.08708906173706055, + 0.043410781770944595, + 0.032391421496868134, + 0.06156538054347038, + 0.03112299181520939, + 0.03884568437933922, + 0.1420350819826126, + 0.2933181822299957 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.12700900435447693 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_12/index_tensor([7549, 7549])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_12/index_tensor([7549, 7549])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9f70d9e56183e8c17c1a59830cb4dc3714f23b03 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_12/index_tensor([7549, 7549])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle tracking shot moves swiftly alongside the cyclists, seamlessly blending them into the nighttime cityscape. The cyclists, utterly focused, hunched over the handlebars of a matte black carbon fiber road bike, clad in a form-fitting, vibrant yellow waterproof jacket and stylish black cycling leggings. Beneath a modern aerodynamic helmet, a wisp of damp black hair plastered to their forehead, their faces set in a grimace of pure exertion. They pedal with a powerful, relentless rhythm, their legs moving in a blur of motion, propelling the thin wheels forward, which in turn eject fine, almost invisible spray from the street surface. The surrounding landscape, a dark, rain-soaked asphalt road, resembles a perfect, distorted mirror. The background melts into the vibrant electric glow of beautifully defocused building lights and towering neon signs, which reflect off the wet ground in long, liquid streaks of fuchsia, cyan, and fiery orange. The entire scene is bathed in a cool, moody light, punctuated by these saturated colors, creating a high-contrast, vibrant, and deeply immersive atmosphere of solitary speed amidst the silent, shimmering chaos of the city.", + "seed": 11509, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_12/index_7549_seed_11509_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11945284241810442, + "vlm_logprob": -0.11945284241810442, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.11945284241810442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04660427197813988 + ], + "opposite_logprob_tokens": [ + -3.1716041564941406 + ], + "logprob_reward": -0.04660427197813988, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04660427197813988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15510430932044983, + 0.04551094397902489, + 0.2805793583393097, + 0.04669636860489845, + 0.0822557732462883, + 0.01968814618885517, + 0.12052944302558899, + 0.12045148015022278, + 0.04748331382870674, + 0.08170080184936523 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.04660427197813988 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607939414680004 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.01607939414680004, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607939414680004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04942983016371727, + 0.020662663504481316, + 0.5767390727996826, + 0.032620206475257874, + 0.024114804342389107, + 0.010939082130789757, + 0.08418714255094528, + 0.07961783558130264, + 0.0642537847161293, + 0.057435568422079086 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.01607939414680004 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233851671218872 + ], + "opposite_logprob_tokens": [ + -0.8983851671218872 + ], + "logprob_reward": -0.5233851671218872, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233851671218872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3159765601158142, + 0.02660350874066353, + 0.2747015953063965, + 0.09067521244287491, + 0.05406756326556206, + 0.015429673716425896, + 0.11429870128631592, + 0.04861952364444733, + 0.03438786044716835, + 0.0252397358417511 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.5233851671218872 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251304246485233 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251304246485233, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251304246485233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2759464681148529, + 0.05308382958173752, + 0.06846188008785248, + 0.05281558260321617, + 0.1309191882610321, + 0.020239483565092087, + 0.10249721258878708, + 0.09216718375682831, + 0.07178619503974915, + 0.1320829689502716 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.005251304246485233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944074597209692 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944074597209692, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944074597209692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22983260452747345, + 0.03302055597305298, + 0.04522905498743057, + 0.014028631150722504, + 0.059460218995809555, + 0.008403672836720943, + 0.03867998719215393, + 0.5091677904129028, + 0.0276495348662138, + 0.0345279835164547 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.005944074597209692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot moves swiftly alongside the cyclists, seamlessly blending them into the nighttime cityscape. The cyclists, utterly focused, hunched over the handlebars of a matte black carbon fiber road bike, clad in a form-fitting, vibrant yellow waterproof jacket and stylish black cycling leggings. Beneath a modern aerodynamic helmet, a wisp of damp black hair plastered to their forehead, their faces set in a grimace of pure exertion. They pedal with a powerful, relentless rhythm, their legs moving in a blur of motion, propelling the thin wheels forward, which in turn eject fine, almost invisible spray from the street surface. The surrounding landscape, a dark, rain-soaked asphalt road, resembles a perfect, distorted mirror. The background melts into the vibrant electric glow of beautifully defocused building lights and towering neon signs, which reflect off the wet ground in long, liquid streaks of fuchsia, cyan, and fiery orange. The entire scene is bathed in a cool, moody light, punctuated by these saturated colors, creating a high-contrast, vibrant, and deeply immersive atmosphere of solitary speed amidst the silent, shimmering chaos of the city.", + "seed": 11510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_12/index_7549_seed_11510_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12860986832529306, + "vlm_logprob": -0.12860986832529306, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.12860986832529306, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030935676768422127 + ], + "opposite_logprob_tokens": [ + -3.655935764312744 + ], + "logprob_reward": -0.030935676768422127, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.030935676768422127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15965446829795837, + 0.04537263885140419, + 0.037818800657987595, + 0.2416452318429947, + 0.12739571928977966, + 0.055000197142362595, + 0.04661944881081581, + 0.04104452207684517, + 0.10386218875646591, + 0.14158682525157928 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.030935676768422127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078339889645576 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078339889645576, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078339889645576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11801858246326447, + 0.09010006487369537, + 0.07971172779798508, + 0.05766146630048752, + 0.1433945745229721, + 0.06972231715917587, + 0.056429535150527954, + 0.08224990963935852, + 0.1625731736421585, + 0.1401386857032776 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.016078339889645576 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5763204097747803 + ], + "opposite_logprob_tokens": [ + -0.8263204097747803 + ], + "logprob_reward": -0.5763204097747803, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5763204097747803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1269104778766632, + 0.047494493424892426, + 0.030799752101302147, + 0.10105059295892715, + 0.05190359801054001, + 0.04685967415571213, + 0.028159601613879204, + 0.09293033927679062, + 0.13871225714683533, + 0.3351791501045227 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.5763204097747803 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0086426492780447 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.0086426492780447, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.0086426492780447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18115082383155823, + 0.0662764385342598, + 0.14151819050312042, + 0.07073395699262619, + 0.19301337003707886, + 0.0492369644343853, + 0.06531400978565216, + 0.06943344324827194, + 0.05187705531716347, + 0.11144579201936722 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0086426492780447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072265915572643 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072265915572643, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072265915572643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23525281250476837, + 0.07918865233659744, + 0.11436653882265091, + 0.04706336185336113, + 0.1256224662065506, + 0.05227896571159363, + 0.06448156386613846, + 0.08012997359037399, + 0.03168918564915657, + 0.1699264943599701 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.011072265915572643 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot moves swiftly alongside the cyclists, seamlessly blending them into the nighttime cityscape. The cyclists, utterly focused, hunched over the handlebars of a matte black carbon fiber road bike, clad in a form-fitting, vibrant yellow waterproof jacket and stylish black cycling leggings. Beneath a modern aerodynamic helmet, a wisp of damp black hair plastered to their forehead, their faces set in a grimace of pure exertion. They pedal with a powerful, relentless rhythm, their legs moving in a blur of motion, propelling the thin wheels forward, which in turn eject fine, almost invisible spray from the street surface. The surrounding landscape, a dark, rain-soaked asphalt road, resembles a perfect, distorted mirror. The background melts into the vibrant electric glow of beautifully defocused building lights and towering neon signs, which reflect off the wet ground in long, liquid streaks of fuchsia, cyan, and fiery orange. The entire scene is bathed in a cool, moody light, punctuated by these saturated colors, creating a high-contrast, vibrant, and deeply immersive atmosphere of solitary speed amidst the silent, shimmering chaos of the city.", + "seed": 11511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_12/index_7549_seed_11511_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07526295967400073, + "vlm_logprob": -0.07526295967400073, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.07526295967400073, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04583083093166351 + ], + "opposite_logprob_tokens": [ + -3.170830726623535 + ], + "logprob_reward": -0.04583083093166351, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04583083093166351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09502024203538895, + 0.08457391709089279, + 0.22051426768302917, + 0.21103057265281677, + 0.07309305667877197, + 0.0899646133184433, + 0.03867332637310028, + 0.06782183051109314, + 0.0776832327246666, + 0.041624922305345535 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.04583083093166351 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029821231961250305 + ], + "opposite_logprob_tokens": [ + -3.5298211574554443 + ], + "logprob_reward": -0.029821231961250305, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029821231961250305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03667061775922775, + 0.046863798052072525, + 0.06601982563734055, + 0.04014008119702339, + 0.07130952179431915, + 0.3573315441608429, + 0.0711192935705185, + 0.19515033066272736, + 0.06884873658418655, + 0.046546220779418945 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.029821231961250305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813868522644043 + ], + "opposite_logprob_tokens": [ + -1.4063868522644043 + ], + "logprob_reward": -0.2813868522644043, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813868522644043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03816906735301018, + 0.038182616233825684, + 0.2001112997531891, + 0.05783966928720474, + 0.045485105365514755, + 0.21832549571990967, + 0.15030601620674133, + 0.12596526741981506, + 0.07481206208467484, + 0.050803400576114655 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.2813868522644043 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125422989949584 + ], + "opposite_logprob_tokens": [ + -4.387542247772217 + ], + "logprob_reward": -0.0125422989949584, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125422989949584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0873880460858345, + 0.08635009825229645, + 0.08721312135457993, + 0.029230816289782524, + 0.0918538048863411, + 0.25927242636680603, + 0.023517679423093796, + 0.21621327102184296, + 0.047553788870573044, + 0.07140697538852692 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.0125422989949584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733584217727184 + ], + "opposite_logprob_tokens": [ + -5.006733417510986 + ], + "logprob_reward": -0.006733584217727184, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733584217727184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06290659308433533, + 0.09349293261766434, + 0.07414326071739197, + 0.05232707038521767, + 0.09254496544599533, + 0.37179991602897644, + 0.04482434317469597, + 0.09438890963792801, + 0.058885205537080765, + 0.054686807096004486 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.006733584217727184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot moves swiftly alongside the cyclists, seamlessly blending them into the nighttime cityscape. The cyclists, utterly focused, hunched over the handlebars of a matte black carbon fiber road bike, clad in a form-fitting, vibrant yellow waterproof jacket and stylish black cycling leggings. Beneath a modern aerodynamic helmet, a wisp of damp black hair plastered to their forehead, their faces set in a grimace of pure exertion. They pedal with a powerful, relentless rhythm, their legs moving in a blur of motion, propelling the thin wheels forward, which in turn eject fine, almost invisible spray from the street surface. The surrounding landscape, a dark, rain-soaked asphalt road, resembles a perfect, distorted mirror. The background melts into the vibrant electric glow of beautifully defocused building lights and towering neon signs, which reflect off the wet ground in long, liquid streaks of fuchsia, cyan, and fiery orange. The entire scene is bathed in a cool, moody light, punctuated by these saturated colors, creating a high-contrast, vibrant, and deeply immersive atmosphere of solitary speed amidst the silent, shimmering chaos of the city.", + "seed": 11512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_12/index_7549_seed_11512_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1652986504137516, + "vlm_logprob": -0.1652986504137516, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.1652986504137516, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0911346971988678 + ], + "opposite_logprob_tokens": [ + -2.466134786605835 + ], + "logprob_reward": -0.0911346971988678, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0911346971988678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13030117750167847, + 0.04231252893805504, + 0.022459521889686584, + 0.037078503519296646, + 0.0612584687769413, + 0.4112291634082794, + 0.14914341270923615, + 0.03014306165277958, + 0.04776809364557266, + 0.068306103348732 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.0911346971988678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088897362351418 + ], + "opposite_logprob_tokens": [ + -4.141088962554932 + ], + "logprob_reward": -0.016088897362351418, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088897362351418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23684848845005035, + 0.018270166590809822, + 0.041293829679489136, + 0.06909972429275513, + 0.07090619206428528, + 0.18365323543548584, + 0.10316003113985062, + 0.08134309947490692, + 0.09980481117963791, + 0.09562037140130997 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.016088897362351418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934047341346741 + ], + "opposite_logprob_tokens": [ + -0.6934047341346741 + ], + "logprob_reward": -0.6934047341346741, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934047341346741, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.30397599935531616, + 0.055790070444345474, + 0.05138221010565758, + 0.12212172150611877, + 0.044176388531923294, + 0.030320260673761368, + 0.04242536053061485, + 0.15015539526939392, + 0.04269643500447273, + 0.15695612132549286 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.6934047341346741 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081154346466064 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.016081154346466064, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081154346466064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18746532499790192, + 0.051619112491607666, + 0.06173018366098404, + 0.031434450298547745, + 0.0466790497303009, + 0.044768355786800385, + 0.04259074851870537, + 0.12604984641075134, + 0.3211723268032074, + 0.08649058640003204 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.016081154346466064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and moving swiftly alongside the cyclists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the cyclists wearing a vibrant yellow waterproof jacket and black cycling leggings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bicycle matte black carbon fiber with thin wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background feature defocused neon lights reflecting as long streaks of fuchsia, cyan, and fiery orange on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, rain-soaked environment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783769026398659 + ], + "opposite_logprob_tokens": [ + -4.634783744812012 + ], + "logprob_reward": -0.009783769026398659, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783769026398659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4529283344745636, + 0.0388537235558033, + 0.0213311854749918, + 0.03842352330684662, + 0.021306412294507027, + 0.04571143910288811, + 0.026043463498353958, + 0.08254662156105042, + 0.2234058976173401, + 0.049449387937784195 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.009783769026398659 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_13/index_tensor([1202, 1202])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_13/index_tensor([1202, 1202])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6e178b41311c4590b2c6d67725347188435e6593 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_13/index_tensor([1202, 1202])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle close-up captures a child's chubby hands meticulously arranging a row of colorful toy cars on a polished light oak wood floor. Soft, warm light (perhaps coming from a nearby window) filters through the scene, creating gentle highlights on the toys' smooth surfaces and casting soft, elongated shadows. The hands, with clean, manicured nails, perform deliberate movements; one hand grips a vibrant red die-cast sports car, while the fingers of the other gently nudge the rear bumper, adjusting its alignment with focused precision. The row of toys, including a bright yellow school bus and a sky blue pickup truck, gleams in the light, their vibrant primary colors creating a striking, beautiful contrast against the warm, neutral wood grain beneath. The entire scene, rendered in crisp, high-definition digital video, reveals every minute detail with razor-sharp focus—from the subtle texture of the child's skin to the glossy, reflective paint on the cars—evoking a tranquil and intimate atmosphere of focused, quiet play.", + "seed": 32725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_13/index_1202_seed_32725_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.036185295321047306, + "vlm_logprob": -0.036185295321047306, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.036185295321047306, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04418817162513733 + ], + "opposite_logprob_tokens": [ + -3.6691882610321045 + ], + "logprob_reward": -0.04418817162513733, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.04418817162513733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2540290653705597, + 0.06763216108083725, + 0.06413836032152176, + 0.06920599192380905, + 0.043628256767988205, + 0.09248258918523788, + 0.09929587692022324, + 0.06361258774995804, + 0.10013321787118912, + 0.14584186673164368 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.04418817162513733 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004204392433167 + ], + "opposite_logprob_tokens": [ + -2.695042133331299 + ], + "logprob_reward": -0.07004204392433167, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004204392433167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30968013405799866, + 0.14675398170948029, + 0.1883576363325119, + 0.04408033564686775, + 0.0622946098446846, + 0.08275135606527328, + 0.03267163783311844, + 0.053455594927072525, + 0.02746565267443657, + 0.0524890311062336 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07004204392433167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809661045670509 + ], + "opposite_logprob_tokens": [ + -3.2880966663360596 + ], + "logprob_reward": -0.03809661045670509, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809661045670509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4195016622543335, + 0.11821427941322327, + 0.0596473403275013, + 0.08224859088659286, + 0.030844910070300102, + 0.04980381950736046, + 0.12286234647035599, + 0.03218931704759598, + 0.03174827992916107, + 0.05293937772512436 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.03809661045670509 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545241974294186 + ], + "opposite_logprob_tokens": [ + -4.387545108795166 + ], + "logprob_reward": -0.012545241974294186, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545241974294186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33354976773262024, + 0.07640273869037628, + 0.04910098761320114, + 0.056334398686885834, + 0.03657753765583038, + 0.12046301364898682, + 0.03256110101938248, + 0.06291820853948593, + 0.11005135625600815, + 0.12204085290431976 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.012545241974294186 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016054408624768257 + ], + "opposite_logprob_tokens": [ + -4.141054630279541 + ], + "logprob_reward": -0.016054408624768257, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016054408624768257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3187030255794525, + 0.06320168077945709, + 0.04722566902637482, + 0.10561033338308334, + 0.0619659386575222, + 0.07029403746128082, + 0.03838178887963295, + 0.05809132754802704, + 0.06672118604183197, + 0.16980493068695068 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.016054408624768257 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a child's chubby hands meticulously arranging a row of colorful toy cars on a polished light oak wood floor. Soft, warm light (perhaps coming from a nearby window) filters through the scene, creating gentle highlights on the toys' smooth surfaces and casting soft, elongated shadows. The hands, with clean, manicured nails, perform deliberate movements; one hand grips a vibrant red die-cast sports car, while the fingers of the other gently nudge the rear bumper, adjusting its alignment with focused precision. The row of toys, including a bright yellow school bus and a sky blue pickup truck, gleams in the light, their vibrant primary colors creating a striking, beautiful contrast against the warm, neutral wood grain beneath. The entire scene, rendered in crisp, high-definition digital video, reveals every minute detail with razor-sharp focus—from the subtle texture of the child's skin to the glossy, reflective paint on the cars—evoking a tranquil and intimate atmosphere of focused, quiet play.", + "seed": 32726, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_13/index_1202_seed_32726_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10823714956641198, + "vlm_logprob": -0.10823714956641198, + "vlm_yes_no_margin": 2.7499999523162844, + "vlm_token_credit": -0.10823714956641198, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05565137416124344 + ], + "opposite_logprob_tokens": [ + -3.6806514263153076 + ], + "logprob_reward": -0.05565137416124344, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.05565137416124344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22270439565181732, + 0.06363987177610397, + 0.0688047781586647, + 0.131869837641716, + 0.07649552077054977, + 0.19531330466270447, + 0.057133324444293976, + 0.05276999622583389, + 0.04538315162062645, + 0.08588588982820511 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.05565137416124344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285853505134583 + ], + "opposite_logprob_tokens": [ + -2.0178585052490234 + ], + "logprob_reward": -0.14285853505134583, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285853505134583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13458535075187683, + 0.16777463257312775, + 0.17895185947418213, + 0.11764019727706909, + 0.03491974249482155, + 0.14324095845222473, + 0.1011224165558815, + 0.03882400691509247, + 0.033188290894031525, + 0.04975258558988571 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.14285853505134583 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813958525657654 + ], + "opposite_logprob_tokens": [ + -1.4063959121704102 + ], + "logprob_reward": -0.2813958525657654, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813958525657654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11072802543640137, + 0.08088083565235138, + 0.03647037595510483, + 0.128463476896286, + 0.2758893370628357, + 0.10931624472141266, + 0.03205905482172966, + 0.01130029745399952, + 0.04965198412537575, + 0.1652403175830841 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.2813958525657654 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043099939823150635 + ], + "opposite_logprob_tokens": [ + -3.168099880218506 + ], + "logprob_reward": -0.043099939823150635, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043099939823150635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07482273876667023, + 0.04551933333277702, + 0.0484079010784626, + 0.11265461891889572, + 0.1453084796667099, + 0.06099918112158775, + 0.059264738112688065, + 0.11757118999958038, + 0.2695325016975403, + 0.06591935455799103 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.043099939823150635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818004623055458 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.01818004623055458, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818004623055458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05256498232483864, + 0.07250482589006424, + 0.058375973254442215, + 0.054351333528757095, + 0.04309568554162979, + 0.0848764181137085, + 0.0793033018708229, + 0.16728456318378448, + 0.3242550194263458, + 0.06338788568973541 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.01818004623055458 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a child's chubby hands meticulously arranging a row of colorful toy cars on a polished light oak wood floor. Soft, warm light (perhaps coming from a nearby window) filters through the scene, creating gentle highlights on the toys' smooth surfaces and casting soft, elongated shadows. The hands, with clean, manicured nails, perform deliberate movements; one hand grips a vibrant red die-cast sports car, while the fingers of the other gently nudge the rear bumper, adjusting its alignment with focused precision. The row of toys, including a bright yellow school bus and a sky blue pickup truck, gleams in the light, their vibrant primary colors creating a striking, beautiful contrast against the warm, neutral wood grain beneath. The entire scene, rendered in crisp, high-definition digital video, reveals every minute detail with razor-sharp focus—from the subtle texture of the child's skin to the glossy, reflective paint on the cars—evoking a tranquil and intimate atmosphere of focused, quiet play.", + "seed": 32727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_13/index_1202_seed_32727_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07148416377604008, + "vlm_logprob": -0.07148416377604008, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07148416377604008, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10415756702423096 + ], + "opposite_logprob_tokens": [ + -2.4791574478149414 + ], + "logprob_reward": -0.10415756702423096, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10415756702423096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1757953017950058, + 0.06288110464811325, + 0.03208743408322334, + 0.06467705219984055, + 0.045745834708213806, + 0.08702610433101654, + 0.049248624593019485, + 0.01789400540292263, + 0.4341293275356293, + 0.03051517717540264 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.10415756702423096 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038952767848969 + ], + "opposite_logprob_tokens": [ + -1.9103895425796509 + ], + "logprob_reward": -0.16038952767848969, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038952767848969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10082855075597763, + 0.07223266363143921, + 0.05455991253256798, + 0.06862710416316986, + 0.06454360485076904, + 0.07693599909543991, + 0.17408061027526855, + 0.06918991357088089, + 0.28275585174560547, + 0.03624582663178444 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.16038952767848969 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898305356502533 + ], + "opposite_logprob_tokens": [ + -2.5789830684661865 + ], + "logprob_reward": -0.07898305356502533, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898305356502533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15248842537403107, + 0.026615915820002556, + 0.035192281007766724, + 0.025636235252022743, + 0.060105133801698685, + 0.09372134506702423, + 0.21636267006397247, + 0.027418790385127068, + 0.34931686520576477, + 0.013142392039299011 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.07898305356502533 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258775316178799 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.005258775316178799, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258775316178799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11696218699216843, + 0.07102936506271362, + 0.04539152979850769, + 0.05100491642951965, + 0.04703047499060631, + 0.028648728504776955, + 0.18750053644180298, + 0.12593036890029907, + 0.3039655089378357, + 0.02253645844757557 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.005258775316178799 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631895296275616 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.008631895296275616, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631895296275616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05343686416745186, + 0.02835000306367874, + 0.0505848191678524, + 0.0377076081931591, + 0.05262356624007225, + 0.03778797388076782, + 0.3136073052883148, + 0.06330715119838715, + 0.33692798018455505, + 0.025666795670986176 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.008631895296275616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a child's chubby hands meticulously arranging a row of colorful toy cars on a polished light oak wood floor. Soft, warm light (perhaps coming from a nearby window) filters through the scene, creating gentle highlights on the toys' smooth surfaces and casting soft, elongated shadows. The hands, with clean, manicured nails, perform deliberate movements; one hand grips a vibrant red die-cast sports car, while the fingers of the other gently nudge the rear bumper, adjusting its alignment with focused precision. The row of toys, including a bright yellow school bus and a sky blue pickup truck, gleams in the light, their vibrant primary colors creating a striking, beautiful contrast against the warm, neutral wood grain beneath. The entire scene, rendered in crisp, high-definition digital video, reveals every minute detail with razor-sharp focus—from the subtle texture of the child's skin to the glossy, reflective paint on the cars—evoking a tranquil and intimate atmosphere of focused, quiet play.", + "seed": 32728, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_13/index_1202_seed_32728_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.049276108108460906, + "vlm_logprob": -0.049276108108460906, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.049276108108460906, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09063451737165451 + ], + "opposite_logprob_tokens": [ + -2.84063458442688 + ], + "logprob_reward": -0.09063451737165451, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.09063451737165451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10538166016340256, + 0.06841197609901428, + 0.03291146829724312, + 0.02348560094833374, + 0.052108097821474075, + 0.04954901710152626, + 0.03167024999856949, + 0.04556705057621002, + 0.5466778874397278, + 0.04423698037862778 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.09063451737165451 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498487502336502 + ], + "opposite_logprob_tokens": [ + -2.9299848079681396 + ], + "logprob_reward": -0.05498487502336502, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498487502336502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2020132839679718, + 0.1149936318397522, + 0.0606711246073246, + 0.06375551223754883, + 0.09593407064676285, + 0.07713235169649124, + 0.1114942729473114, + 0.14893142879009247, + 0.031706973910331726, + 0.0933673158288002 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.05498487502336502 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003148645162582 + ], + "opposite_logprob_tokens": [ + -2.6950314044952393 + ], + "logprob_reward": -0.07003148645162582, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003148645162582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07285986095666885, + 0.2524436414241791, + 0.016963088884949684, + 0.014853667467832565, + 0.022987518459558487, + 0.03609173744916916, + 0.036232635378837585, + 0.014425473287701607, + 0.3046748638153076, + 0.22846747934818268 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.07003148645162582 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197840079665184 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.018197840079665184, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018197840079665184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39081811904907227, + 0.1187644898891449, + 0.04793579503893852, + 0.06889834254980087, + 0.05010572448372841, + 0.06446690112352371, + 0.1157015711069107, + 0.011716723442077637, + 0.055807001888751984, + 0.07578529417514801 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.018197840079665184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are a child's chubby hands with clean, manicured nails visible arranging toy cars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floor surface a polished light oak wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are specific toy cars visible, including a vibrant red die-cast sports car, a bright yellow school bus, and a sky blue pickup truck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the hands perform deliberate movements such as gripping the red car and nudging its rear bumper to adjust alignment?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531821615993977 + ], + "opposite_logprob_tokens": [ + -4.387531757354736 + ], + "logprob_reward": -0.012531821615993977, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531821615993977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2876642942428589, + 0.1096406802535057, + 0.05161585286259651, + 0.028838682919740677, + 0.06252127885818481, + 0.0562511570751667, + 0.15305685997009277, + 0.03203042596578598, + 0.15784236788749695, + 0.06053842976689339 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.012531821615993977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_14/index_tensor([1437, 1437])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_14/index_tensor([1437, 1437])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..33c521635cf32fa0a476efc40846a09b060757ed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_14/index_tensor([1437, 1437])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Captured in static, extreme close-up, cinematic time-lapse footage reveals the miraculous process of sprouting. The frame is tightly focused on a few potatoes, their rough, light-brown skins stained with fine grains of earth, nestled in rich, dark, moist soil. A focused, soft light illuminates the scene from the side, creating dramatic highlights and deep shadows that accentuate the delicate texture of the fertile ground. Over time, pale green sprouts begin to imperceptibly grow from the potatoes' sunken \"eyes.\" Steadily and deliberately, these fragile sprouts push upward, breaking through the soil's surface. They gracefully unfurl, their almost translucent stems extending toward the light, their tiny, folded leaves opening to reveal their vibrant, life-affirming color. The fresh, deep green of new life contrasts strikingly with the dark brown of the soil, creating a visually stunning and deeply tranquil atmosphere, a quiet testament to nature's enduring and subtle power.", + "seed": 23750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_14/index_1437_seed_23750_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.005414729518815875, + "vlm_logprob": -0.005414729518815875, + "vlm_yes_no_margin": 5.425, + "vlm_token_credit": -0.005414729518815875, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006446400191634893 + ], + "opposite_logprob_tokens": [ + -5.131446361541748 + ], + "logprob_reward": -0.006446400191634893, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006446400191634893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24162663519382477, + 0.07625148445367813, + 0.2683619558811188, + 0.10613679140806198, + 0.10393214970827103, + 0.0982416421175003, + 0.04294648393988609, + 0.01897675171494484, + 0.014576536603271961, + 0.028949612751603127 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.006446400191634893 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007651663385331631 + ], + "opposite_logprob_tokens": [ + -4.8826518058776855 + ], + "logprob_reward": -0.007651663385331631, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007651663385331631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.397381454706192, + 0.12640948593616486, + 0.14307665824890137, + 0.12171538174152374, + 0.03383975848555565, + 0.07012023776769638, + 0.016560936346650124, + 0.01502640638500452, + 0.015454273670911789, + 0.060415446758270264 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.007651663385331631 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00282317865639925 + ], + "opposite_logprob_tokens": [ + -5.877823352813721 + ], + "logprob_reward": -0.00282317865639925, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00282317865639925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.435158371925354, + 0.08331502228975296, + 0.05516495555639267, + 0.10910113900899887, + 0.08901458978652954, + 0.0642528384923935, + 0.03980952873826027, + 0.02383609674870968, + 0.017768993973731995, + 0.08257847279310226 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.00282317865639925 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015149556566029787 + ], + "opposite_logprob_tokens": [ + -6.501514911651611 + ], + "logprob_reward": -0.0015149556566029787, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015149556566029787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35970538854599, + 0.07561550289392471, + 0.06652090698480606, + 0.1351122111082077, + 0.07995183765888214, + 0.09564382582902908, + 0.06799745559692383, + 0.027841132134199142, + 0.023424066603183746, + 0.06818769872188568 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0015149556566029787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637449704110622 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.008637449704110622, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637449704110622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36377468705177307, + 0.2844586968421936, + 0.08107118308544159, + 0.04609692096710205, + 0.08009633421897888, + 0.03755109757184982, + 0.03943408653140068, + 0.0215989388525486, + 0.024086294695734978, + 0.021831750869750977 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008637449704110622 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in static, extreme close-up, cinematic time-lapse footage reveals the miraculous process of sprouting. The frame is tightly focused on a few potatoes, their rough, light-brown skins stained with fine grains of earth, nestled in rich, dark, moist soil. A focused, soft light illuminates the scene from the side, creating dramatic highlights and deep shadows that accentuate the delicate texture of the fertile ground. Over time, pale green sprouts begin to imperceptibly grow from the potatoes' sunken \"eyes.\" Steadily and deliberately, these fragile sprouts push upward, breaking through the soil's surface. They gracefully unfurl, their almost translucent stems extending toward the light, their tiny, folded leaves opening to reveal their vibrant, life-affirming color. The fresh, deep green of new life contrasts strikingly with the dark brown of the soil, creating a visually stunning and deeply tranquil atmosphere, a quiet testament to nature's enduring and subtle power.", + "seed": 23751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_14/index_1437_seed_23751_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.005112682725302875, + "vlm_logprob": -0.005112682725302875, + "vlm_yes_no_margin": 5.7, + "vlm_token_credit": -0.005112682725302875, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003242237726226449 + ], + "opposite_logprob_tokens": [ + -6.128242015838623 + ], + "logprob_reward": -0.003242237726226449, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.003242237726226449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31303703784942627, + 0.06669553369283676, + 0.03484316170215607, + 0.07315455377101898, + 0.05522290617227554, + 0.17865189909934998, + 0.047371793538331985, + 0.10965432226657867, + 0.05806507170200348, + 0.06330374628305435 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.003242237726226449 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004663662053644657 + ], + "opposite_logprob_tokens": [ + -5.379663467407227 + ], + "logprob_reward": -0.004663662053644657, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004663662053644657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35135284066200256, + 0.10966723412275314, + 0.056608859449625015, + 0.04486725106835365, + 0.17052511870861053, + 0.028759602457284927, + 0.04179034382104874, + 0.11242309957742691, + 0.03263046219944954, + 0.05137518793344498 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.004663662053644657 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015165030490607023 + ], + "opposite_logprob_tokens": [ + -6.501516342163086 + ], + "logprob_reward": -0.0015165030490607023, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015165030490607023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11257246136665344, + 0.06729226559400558, + 0.039439525455236435, + 0.07152929902076721, + 0.09633740037679672, + 0.14480428397655487, + 0.05325232818722725, + 0.10005707293748856, + 0.06849994510412216, + 0.24621537327766418 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.0015165030490607023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019427727675065398 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019427727675065398, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019427727675065398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13491973280906677, + 0.04157811030745506, + 0.05703122913837433, + 0.07183122634887695, + 0.10585328191518784, + 0.08615533262491226, + 0.09110778570175171, + 0.10257828235626221, + 0.0719984769821167, + 0.2369464933872223 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0019427727675065398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198238030076027 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198238030076027, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198238030076027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36464375257492065, + 0.10004869848489761, + 0.056073736399412155, + 0.03098541870713234, + 0.04211351275444031, + 0.082086943089962, + 0.06004497408866882, + 0.11401145160198212, + 0.04874306544661522, + 0.10124846547842026 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.014198238030076027 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in static, extreme close-up, cinematic time-lapse footage reveals the miraculous process of sprouting. The frame is tightly focused on a few potatoes, their rough, light-brown skins stained with fine grains of earth, nestled in rich, dark, moist soil. A focused, soft light illuminates the scene from the side, creating dramatic highlights and deep shadows that accentuate the delicate texture of the fertile ground. Over time, pale green sprouts begin to imperceptibly grow from the potatoes' sunken \"eyes.\" Steadily and deliberately, these fragile sprouts push upward, breaking through the soil's surface. They gracefully unfurl, their almost translucent stems extending toward the light, their tiny, folded leaves opening to reveal their vibrant, life-affirming color. The fresh, deep green of new life contrasts strikingly with the dark brown of the soil, creating a visually stunning and deeply tranquil atmosphere, a quiet testament to nature's enduring and subtle power.", + "seed": 23752, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_14/index_1437_seed_23752_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008717114897444844, + "vlm_logprob": -0.008717114897444844, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.008717114897444844, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009273313917219639 + ], + "opposite_logprob_tokens": [ + -4.759273529052734 + ], + "logprob_reward": -0.009273313917219639, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009273313917219639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22679074108600616, + 0.12790605425834656, + 0.02673388458788395, + 0.042732298374176025, + 0.09585732966661453, + 0.03024480864405632, + 0.05253865569829941, + 0.13184495270252228, + 0.08287697285413742, + 0.1824743151664734 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.009273313917219639 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011107279919087887 + ], + "opposite_logprob_tokens": [ + -4.511107444763184 + ], + "logprob_reward": -0.011107279919087887, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011107279919087887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14934346079826355, + 0.20426790416240692, + 0.028691835701465607, + 0.07060425728559494, + 0.08107490092515945, + 0.03888494893908501, + 0.08577058464288712, + 0.06924136728048325, + 0.03605639934539795, + 0.2360643893480301 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.011107279919087887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046426597982645035 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.0046426597982645035, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046426597982645035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15422934293746948, + 0.15380151569843292, + 0.03210628777742386, + 0.06106676161289215, + 0.03944498300552368, + 0.019715575501322746, + 0.04898199439048767, + 0.33053022623062134, + 0.03241767734289169, + 0.1277056187391281 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0046426597982645035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024931321386247873 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.0024931321386247873, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024931321386247873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12788602709770203, + 0.08919825404882431, + 0.023674393072724342, + 0.0245664045214653, + 0.022683192044496536, + 0.0197293683886528, + 0.03071892447769642, + 0.5664258003234863, + 0.02704920805990696, + 0.06806836277246475 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0024931321386247873 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069188714027405 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069188714027405, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069188714027405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2663812041282654, + 0.1265561729669571, + 0.03399116173386574, + 0.04201377183198929, + 0.04568684846162796, + 0.030948607251048088, + 0.1429029107093811, + 0.13712625205516815, + 0.08223399519920349, + 0.09215917438268661 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.016069188714027405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in static, extreme close-up, cinematic time-lapse footage reveals the miraculous process of sprouting. The frame is tightly focused on a few potatoes, their rough, light-brown skins stained with fine grains of earth, nestled in rich, dark, moist soil. A focused, soft light illuminates the scene from the side, creating dramatic highlights and deep shadows that accentuate the delicate texture of the fertile ground. Over time, pale green sprouts begin to imperceptibly grow from the potatoes' sunken \"eyes.\" Steadily and deliberately, these fragile sprouts push upward, breaking through the soil's surface. They gracefully unfurl, their almost translucent stems extending toward the light, their tiny, folded leaves opening to reveal their vibrant, life-affirming color. The fresh, deep green of new life contrasts strikingly with the dark brown of the soil, creating a visually stunning and deeply tranquil atmosphere, a quiet testament to nature's enduring and subtle power.", + "seed": 23753, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_14/index_1437_seed_23753_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.006701867561787367, + "vlm_logprob": -0.006701867561787367, + "vlm_yes_no_margin": 5.325, + "vlm_token_credit": -0.006701867561787367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0034103586804121733 + ], + "opposite_logprob_tokens": [ + -6.003410339355469 + ], + "logprob_reward": -0.0034103586804121733, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0034103586804121733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07412513345479965, + 0.12087753415107727, + 0.03169671818614006, + 0.029868049547076225, + 0.46948951482772827, + 0.05650079995393753, + 0.04320821911096573, + 0.08588273078203201, + 0.040768224745988846, + 0.047583095729351044 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.0034103586804121733 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003640098264440894 + ], + "opposite_logprob_tokens": [ + -5.628640174865723 + ], + "logprob_reward": -0.003640098264440894, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003640098264440894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12975703179836273, + 0.11571288108825684, + 0.08667783439159393, + 0.026386940851807594, + 0.2884182929992676, + 0.05831442028284073, + 0.06908295303583145, + 0.0987011194229126, + 0.06827026605606079, + 0.0586782731115818 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.003640098264440894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046491860412061214 + ], + "opposite_logprob_tokens": [ + -5.3796491622924805 + ], + "logprob_reward": -0.0046491860412061214, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046491860412061214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06695915758609772, + 0.06227874755859375, + 0.04475947842001915, + 0.04431312531232834, + 0.04892344772815704, + 0.25416436791419983, + 0.16441205143928528, + 0.11380916833877563, + 0.11116547137498856, + 0.08921496570110321 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.0046491860412061214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036216876469552517 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.0036216876469552517, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036216876469552517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11693666875362396, + 0.12676484882831573, + 0.03235912695527077, + 0.028045643121004105, + 0.058314960449934006, + 0.16608566045761108, + 0.0907483845949173, + 0.17750899493694305, + 0.09319286793470383, + 0.11004284024238586 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.0036216876469552517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up focused tightly on a few potatoes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the potatoes described as having rough, light-brown skins stained with fine grains of earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do pale green sprouts grow from the potatoes' sunken eyes and push upward through the soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the sprouts display translucent stems and tiny, folded leaves that open to reveal vibrant green color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a focused, soft light from the side creating dramatic highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188007175922394 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018188007175922394, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188007175922394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09794482588768005, + 0.15680049359798431, + 0.03323618695139885, + 0.0501556359231472, + 0.36317354440689087, + 0.1091911569237709, + 0.047424979507923126, + 0.033008068799972534, + 0.046669233590364456, + 0.06239590793848038 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.018188007175922394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_15/index_tensor([1004, 1004])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_15/index_tensor([1004, 1004])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ae21fc3bef7310beb332e7e2b7b7d7a9261c6c64 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_15/index_tensor([1004, 1004])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, extreme close-up tracking shot, captured with the sharp, hyper-real detail of high-speed photography, follows a glass marble rolling across the floor of an accelerating subway car. The marble is a classic cat's eye, a perfect sphere of clear glass, its interior filled with frozen, swirling ribbons of vibrant blue and red. Cool overhead fluorescent lights gleam on its polished surface, creating bright, shifting highlights and casting a tiny, lightning-like shadow on the slightly worn, speckled gray linen floor below. Initially, the marble rolls slowly, wobbling almost imperceptibly, but as the train steadily builds momentum, its rotation accelerates into a smooth, rapid spin. It lies in a straight line across the floor, the camera perfectly tracking its movement, blurring the background of worn metal seat legs and distant passengers' shoes into abstract patterns. The atmosphere of the scene is one of focused, almost scientific observation, capturing the pure physics of motion with mesmerizing clarity and isolating this singular event against the dynamic, unseen backdrop of the speeding subway.", + "seed": 11706, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_15/index_1004_seed_11706_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09995987601578235, + "vlm_logprob": -0.09995987601578235, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.09995987601578235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2551569640636444 + ], + "opposite_logprob_tokens": [ + -1.5051569938659668 + ], + "logprob_reward": -0.2551569640636444, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2551569640636444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14728952944278717, + 0.44041332602500916, + 0.024825701490044594, + 0.026632435619831085, + 0.06294109672307968, + 0.029036512598395348, + 0.11591124534606934, + 0.028075002133846283, + 0.09102016687393188, + 0.03385494276881218 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.2551569640636444 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04871915653347969 + ], + "opposite_logprob_tokens": [ + -3.0487191677093506 + ], + "logprob_reward": -0.04871915653347969, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04871915653347969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1715492606163025, + 0.3860124945640564, + 0.05051512271165848, + 0.047909241169691086, + 0.05935874581336975, + 0.046440981328487396, + 0.08314492553472519, + 0.054762888699769974, + 0.053249459713697433, + 0.047056861221790314 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.04871915653347969 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810471460223198 + ], + "opposite_logprob_tokens": [ + -3.5298104286193848 + ], + "logprob_reward": -0.029810471460223198, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810471460223198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2618618309497833, + 0.20544536411762238, + 0.05540255457162857, + 0.0721345990896225, + 0.07332851737737656, + 0.04863448068499565, + 0.16228650510311127, + 0.027513522654771805, + 0.03910592943429947, + 0.0542866587638855 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.029810471460223198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428249478340149 + ], + "opposite_logprob_tokens": [ + -2.01782488822937 + ], + "logprob_reward": -0.1428249478340149, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428249478340149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23798087239265442, + 0.12991619110107422, + 0.06596335768699646, + 0.13152319192886353, + 0.061917949467897415, + 0.054715923964977264, + 0.07423389703035355, + 0.08419883251190186, + 0.061405301094055176, + 0.09814444184303284 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.1428249478340149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328784018754959 + ], + "opposite_logprob_tokens": [ + -3.773287773132324 + ], + "logprob_reward": -0.02328784018754959, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328784018754959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2804630696773529, + 0.09252803772687912, + 0.057722363620996475, + 0.05866808071732521, + 0.10377873480319977, + 0.059734638780355453, + 0.16713333129882812, + 0.05418052896857262, + 0.07191280275583267, + 0.05387847125530243 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.02328784018754959 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme close-up tracking shot, captured with the sharp, hyper-real detail of high-speed photography, follows a glass marble rolling across the floor of an accelerating subway car. The marble is a classic cat's eye, a perfect sphere of clear glass, its interior filled with frozen, swirling ribbons of vibrant blue and red. Cool overhead fluorescent lights gleam on its polished surface, creating bright, shifting highlights and casting a tiny, lightning-like shadow on the slightly worn, speckled gray linen floor below. Initially, the marble rolls slowly, wobbling almost imperceptibly, but as the train steadily builds momentum, its rotation accelerates into a smooth, rapid spin. It lies in a straight line across the floor, the camera perfectly tracking its movement, blurring the background of worn metal seat legs and distant passengers' shoes into abstract patterns. The atmosphere of the scene is one of focused, almost scientific observation, capturing the pure physics of motion with mesmerizing clarity and isolating this singular event against the dynamic, unseen backdrop of the speeding subway.", + "seed": 11707, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_15/index_1004_seed_11707_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10979233086109161, + "vlm_logprob": -0.10979233086109161, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.10979233086109161, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2867875397205353 + ], + "opposite_logprob_tokens": [ + -1.411787509918213 + ], + "logprob_reward": -0.2867875397205353, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2867875397205353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2312869280576706, + 0.12237243354320526, + 0.05293469876050949, + 0.057690076529979706, + 0.10969652980566025, + 0.05577849969267845, + 0.07241196185350418, + 0.09478101134300232, + 0.10059431940317154, + 0.10245358943939209 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.2867875397205353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055017709732055664 + ], + "opposite_logprob_tokens": [ + -2.9300177097320557 + ], + "logprob_reward": -0.055017709732055664, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055017709732055664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08831433951854706, + 0.13064710795879364, + 0.05403735488653183, + 0.028791669756174088, + 0.08968327194452286, + 0.27316296100616455, + 0.06155114993453026, + 0.15666164457798004, + 0.03448920696973801, + 0.08266129344701767 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.055017709732055664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811967745423317 + ], + "opposite_logprob_tokens": [ + -3.2881197929382324 + ], + "logprob_reward": -0.03811967745423317, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811967745423317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14403896033763885, + 0.09008334577083588, + 0.08003344386816025, + 0.06727882474660873, + 0.1298608034849167, + 0.07132775336503983, + 0.20240356028079987, + 0.0454317070543766, + 0.04572169855237007, + 0.12381989508867264 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.03811967745423317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039644181728363 + ], + "opposite_logprob_tokens": [ + -1.9103964567184448 + ], + "logprob_reward": -0.16039644181728363, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039644181728363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0905904546380043, + 0.1135021224617958, + 0.14326652884483337, + 0.09892038255929947, + 0.1253039389848709, + 0.07549000531435013, + 0.13943977653980255, + 0.04164688661694527, + 0.08456370234489441, + 0.08727623522281647 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.16039644181728363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640285581350327 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640285581350327, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640285581350327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2385748326778412, + 0.084710992872715, + 0.05610382556915283, + 0.05494925379753113, + 0.06391501426696777, + 0.14606325328350067, + 0.07031294703483582, + 0.02678605727851391, + 0.13330203294754028, + 0.12528179585933685 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.008640285581350327 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme close-up tracking shot, captured with the sharp, hyper-real detail of high-speed photography, follows a glass marble rolling across the floor of an accelerating subway car. The marble is a classic cat's eye, a perfect sphere of clear glass, its interior filled with frozen, swirling ribbons of vibrant blue and red. Cool overhead fluorescent lights gleam on its polished surface, creating bright, shifting highlights and casting a tiny, lightning-like shadow on the slightly worn, speckled gray linen floor below. Initially, the marble rolls slowly, wobbling almost imperceptibly, but as the train steadily builds momentum, its rotation accelerates into a smooth, rapid spin. It lies in a straight line across the floor, the camera perfectly tracking its movement, blurring the background of worn metal seat legs and distant passengers' shoes into abstract patterns. The atmosphere of the scene is one of focused, almost scientific observation, capturing the pure physics of motion with mesmerizing clarity and isolating this singular event against the dynamic, unseen backdrop of the speeding subway.", + "seed": 11708, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_15/index_1004_seed_11708_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12965727197006344, + "vlm_logprob": -0.12965727197006344, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.12965727197006344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3902120292186737 + ], + "opposite_logprob_tokens": [ + -1.140212059020996 + ], + "logprob_reward": -0.3902120292186737, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3902120292186737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10461083054542542, + 0.04329838976264, + 0.2974878251552582, + 0.12839533388614655, + 0.28164607286453247, + 0.04994620755314827, + 0.03561469167470932, + 0.017679015174508095, + 0.0240566898137331, + 0.017264895141124725 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.3902120292186737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029845530167222023 + ], + "opposite_logprob_tokens": [ + -3.5298454761505127 + ], + "logprob_reward": -0.029845530167222023, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029845530167222023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08872733265161514, + 0.04240518435835838, + 0.529388964176178, + 0.04626676067709923, + 0.12058563530445099, + 0.022646155208349228, + 0.024104511365294456, + 0.04816747456789017, + 0.03390521928668022, + 0.043802861124277115 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.029845530167222023 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307287558913231 + ], + "opposite_logprob_tokens": [ + -3.1680729389190674 + ], + "logprob_reward": -0.04307287558913231, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307287558913231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1130029708147049, + 0.03804801404476166, + 0.4177221655845642, + 0.04375620186328888, + 0.11656223237514496, + 0.05279559642076492, + 0.042471807450056076, + 0.07288678735494614, + 0.0616498701274395, + 0.04110435023903847 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.04307287558913231 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799037903547287 + ], + "opposite_logprob_tokens": [ + -1.8049037456512451 + ], + "logprob_reward": -0.1799037903547287, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799037903547287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15907251834869385, + 0.0537489578127861, + 0.2531508803367615, + 0.05263872444629669, + 0.08976473659276962, + 0.13232611119747162, + 0.04646624997258186, + 0.07277440279722214, + 0.07895210385322571, + 0.0611053891479969 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.1799037903547287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252134520560503 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252134520560503, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252134520560503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08917827904224396, + 0.13728021085262299, + 0.13920435309410095, + 0.08873835951089859, + 0.24030250310897827, + 0.046738605946302414, + 0.09362257272005081, + 0.070341095328331, + 0.029551533982157707, + 0.06504254788160324 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.005252134520560503 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, extreme close-up tracking shot, captured with the sharp, hyper-real detail of high-speed photography, follows a glass marble rolling across the floor of an accelerating subway car. The marble is a classic cat's eye, a perfect sphere of clear glass, its interior filled with frozen, swirling ribbons of vibrant blue and red. Cool overhead fluorescent lights gleam on its polished surface, creating bright, shifting highlights and casting a tiny, lightning-like shadow on the slightly worn, speckled gray linen floor below. Initially, the marble rolls slowly, wobbling almost imperceptibly, but as the train steadily builds momentum, its rotation accelerates into a smooth, rapid spin. It lies in a straight line across the floor, the camera perfectly tracking its movement, blurring the background of worn metal seat legs and distant passengers' shoes into abstract patterns. The atmosphere of the scene is one of focused, almost scientific observation, capturing the pure physics of motion with mesmerizing clarity and isolating this singular event against the dynamic, unseen backdrop of the speeding subway.", + "seed": 11709, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_15/index_1004_seed_11709_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07234616037458182, + "vlm_logprob": -0.07234616037458182, + "vlm_yes_no_margin": 2.949999976158142, + "vlm_token_credit": -0.07234616037458182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12965567409992218 + ], + "opposite_logprob_tokens": [ + -2.129655599594116 + ], + "logprob_reward": -0.12965567409992218, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12965567409992218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5523203015327454, + 0.05102228745818138, + 0.05218767374753952, + 0.06521227210760117, + 0.06361760944128036, + 0.08201320469379425, + 0.07323966920375824, + 0.019144689664244652, + 0.013575111515820026, + 0.027667153626680374 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.12965567409992218 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026389852166175842 + ], + "opposite_logprob_tokens": [ + -3.6513898372650146 + ], + "logprob_reward": -0.026389852166175842, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026389852166175842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16503377258777618, + 0.039590779691934586, + 0.09212656319141388, + 0.0658533126115799, + 0.11047224700450897, + 0.11429332941770554, + 0.16201257705688477, + 0.11164085566997528, + 0.08083430677652359, + 0.05814220756292343 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.026389852166175842 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867283254861832 + ], + "opposite_logprob_tokens": [ + -3.048672914505005 + ], + "logprob_reward": -0.04867283254861832, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867283254861832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3597404360771179, + 0.09215904772281647, + 0.15028443932533264, + 0.10045929998159409, + 0.04610326141119003, + 0.0446237251162529, + 0.11710577458143234, + 0.020577581599354744, + 0.03001304902136326, + 0.03893338516354561 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.04867283254861832 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281843602657318 + ], + "opposite_logprob_tokens": [ + -2.0178184509277344 + ], + "logprob_reward": -0.14281843602657318, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281843602657318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4641443192958832, + 0.021115640178322792, + 0.029747068881988525, + 0.05069991946220398, + 0.06256754696369171, + 0.29611948132514954, + 0.023236410692334175, + 0.016727225854992867, + 0.01923518255352974, + 0.016407161951065063 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.14281843602657318 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a glass marble rolling on a floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the marble a clear sphere with frozen, swirling ribbons of vibrant blue and red inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the marble start rolling slowly and wobble before accelerating into a rapid spin as the train gains momentum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the floor surface slightly worn, speckled, and gray linen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle and tracking the marble's movement in a straight line?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194007031619549 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194007031619549, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194007031619549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.253137469291687, + 0.03025807999074459, + 0.08845709264278412, + 0.135225310921669, + 0.14092116057872772, + 0.07108867913484573, + 0.064315065741539, + 0.06936316192150116, + 0.052100665867328644, + 0.09513333439826965 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.014194007031619549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_2/index_tensor([2894, 2894])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_2/index_tensor([2894, 2894])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2e647690dc6a8bd1f9c2d835e1ac1ff763a5ba72 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_2/index_tensor([2894, 2894])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, shot from the ground, rotates 360 degrees in a slow and steady clockwise motion, capturing the deep, inky, velvety night sky. Suddenly, a massive golden chrysanthemum firework bursts into life at the center of the frame, initially a dazzling, bright white core that expands outward at astonishing speed. Countless beams of warm, saturated golden light radiate symmetrically and explosively, like the Big Bang. Each beam, composed of thousands of tiny, flaming golden particles, carves an elegant arc against the pitch-black background. As the camera continues to rotate, viewers witness this dazzling spectacle of light from all angles. The fireworks' radiance temporarily transforms the night sky into a brilliant golden dome, its intense glow creating a dazzling, dynamic effect. After reaching their peak, these brilliant beams of light begin to slowly fall downwards, leaving behind long, flickering trails of light, and eventually gently extinguish into tiny amber embers, gradually disappearing into the darkness. The whole process is full of grand and ephemeral magnificent beauty, creating a breathtaking, dreamy atmosphere of celebration.", + "seed": 2499, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_2/index_2894_seed_2499_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.27569581222487616, + "vlm_logprob": -0.27569581222487616, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.27569581222487616, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48071998357772827 + ], + "opposite_logprob_tokens": [ + -0.9807199835777283 + ], + "logprob_reward": -0.48071998357772827, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.48071998357772827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15409064292907715, + 0.031938426196575165, + 0.023830002173781395, + 0.030416639521718025, + 0.025600403547286987, + 0.2685352861881256, + 0.056247007101774216, + 0.34088319540023804, + 0.019855232909321785, + 0.04860316589474678 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.48071998357772827 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261995911598206 + ], + "opposite_logprob_tokens": [ + -0.5761995911598206 + ], + "logprob_reward": -0.8261995911598206, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261995911598206, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13117948174476624, + 0.0706377625465393, + 0.05846882238984108, + 0.020940667018294334, + 0.049684591591358185, + 0.10755005478858948, + 0.40153709053993225, + 0.1039755716919899, + 0.024240480735898018, + 0.0317855067551136 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.8261995911598206 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209937110543251 + ], + "opposite_logprob_tokens": [ + -2.8120994567871094 + ], + "logprob_reward": -0.06209937110543251, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209937110543251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20545899868011475, + 0.041716914623975754, + 0.13741238415241241, + 0.0327736958861351, + 0.030731722712516785, + 0.2566191852092743, + 0.06025400385260582, + 0.11152005940675735, + 0.04742833226919174, + 0.07608472555875778 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.06209937110543251 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008205384365282953 + ], + "opposite_logprob_tokens": [ + -7.125820636749268 + ], + "logprob_reward": -0.0008205384365282953, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008205384365282953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14111605286598206, + 0.053947996348142624, + 0.1093466654419899, + 0.027264874428510666, + 0.05233938619494438, + 0.1168261170387268, + 0.11535550653934479, + 0.3233693242073059, + 0.015125401318073273, + 0.04530861973762512 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0008205384365282953 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639576844871044 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639576844871044, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639576844871044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11710067838430405, + 0.03743186220526695, + 0.08406367897987366, + 0.031969018280506134, + 0.0678887739777565, + 0.0735478401184082, + 0.20749536156654358, + 0.21761241555213928, + 0.06222008541226387, + 0.10067030787467957 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.008639576844871044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from the ground, rotates 360 degrees in a slow and steady clockwise motion, capturing the deep, inky, velvety night sky. Suddenly, a massive golden chrysanthemum firework bursts into life at the center of the frame, initially a dazzling, bright white core that expands outward at astonishing speed. Countless beams of warm, saturated golden light radiate symmetrically and explosively, like the Big Bang. Each beam, composed of thousands of tiny, flaming golden particles, carves an elegant arc against the pitch-black background. As the camera continues to rotate, viewers witness this dazzling spectacle of light from all angles. The fireworks' radiance temporarily transforms the night sky into a brilliant golden dome, its intense glow creating a dazzling, dynamic effect. After reaching their peak, these brilliant beams of light begin to slowly fall downwards, leaving behind long, flickering trails of light, and eventually gently extinguish into tiny amber embers, gradually disappearing into the darkness. The whole process is full of grand and ephemeral magnificent beauty, creating a breathtaking, dreamy atmosphere of celebration.", + "seed": 2500, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_2/index_2894_seed_2500_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5511635781265796, + "vlm_logprob": -0.5511635781265796, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.5511635781265796, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02520558051764965 + ], + "opposite_logprob_tokens": [ + -3.900205612182617 + ], + "logprob_reward": -0.02520558051764965, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02520558051764965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37461528182029724, + 0.09510692209005356, + 0.08474520593881607, + 0.029682883992791176, + 0.025224829092621803, + 0.019124438986182213, + 0.055046338587999344, + 0.06299818307161331, + 0.0694095641374588, + 0.18404637277126312 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02520558051764965 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.695005178451538 + ], + "opposite_logprob_tokens": [ + -0.0700051486492157 + ], + "logprob_reward": -2.695005178451538, + "yes_no_margin_reward": -2.625, + "token_credit_reward": -2.695005178451538, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24724821746349335, + 0.12637296319007874, + 0.04920686036348343, + 0.14151978492736816, + 0.025002967566251755, + 0.04413311183452606, + 0.014355120249092579, + 0.05203499644994736, + 0.17947179079055786, + 0.1206541657447815 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -2.695005178451538 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01612056978046894 + ], + "opposite_logprob_tokens": [ + -4.141120433807373 + ], + "logprob_reward": -0.01612056978046894, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01612056978046894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6430529356002808, + 0.057171352207660675, + 0.03179585933685303, + 0.06439000368118286, + 0.011167741380631924, + 0.02826560102403164, + 0.012945218943059444, + 0.032300494611263275, + 0.08426587283611298, + 0.03464492782950401 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.01612056978046894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052775111980736256 + ], + "opposite_logprob_tokens": [ + -5.255277633666992 + ], + "logprob_reward": -0.0052775111980736256, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052775111980736256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23506642878055573, + 0.10444053262472153, + 0.049874454736709595, + 0.10941608995199203, + 0.03793291375041008, + 0.05364523082971573, + 0.04794495552778244, + 0.10721477121114731, + 0.14092205464839935, + 0.11354255676269531 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0052775111980736256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209050685167313 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209050685167313, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209050685167313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18571311235427856, + 0.08215076476335526, + 0.04682577773928642, + 0.07227960228919983, + 0.03740302473306656, + 0.035635851323604584, + 0.055191099643707275, + 0.053686317056417465, + 0.11266855150461197, + 0.3184458315372467 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.014209050685167313 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from the ground, rotates 360 degrees in a slow and steady clockwise motion, capturing the deep, inky, velvety night sky. Suddenly, a massive golden chrysanthemum firework bursts into life at the center of the frame, initially a dazzling, bright white core that expands outward at astonishing speed. Countless beams of warm, saturated golden light radiate symmetrically and explosively, like the Big Bang. Each beam, composed of thousands of tiny, flaming golden particles, carves an elegant arc against the pitch-black background. As the camera continues to rotate, viewers witness this dazzling spectacle of light from all angles. The fireworks' radiance temporarily transforms the night sky into a brilliant golden dome, its intense glow creating a dazzling, dynamic effect. After reaching their peak, these brilliant beams of light begin to slowly fall downwards, leaving behind long, flickering trails of light, and eventually gently extinguish into tiny amber embers, gradually disappearing into the darkness. The whole process is full of grand and ephemeral magnificent beauty, creating a breathtaking, dreamy atmosphere of celebration.", + "seed": 2501, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_2/index_2894_seed_2501_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16653604292077945, + "vlm_logprob": -0.16653604292077945, + "vlm_yes_no_margin": 3.199999976158142, + "vlm_token_credit": -0.16653604292077945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17042897641658783 + ], + "opposite_logprob_tokens": [ + -1.920428991317749 + ], + "logprob_reward": -0.17042897641658783, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17042897641658783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44697654247283936, + 0.10445345193147659, + 0.13012540340423584, + 0.06046663597226143, + 0.03872750326991081, + 0.048445165157318115, + 0.0290350504219532, + 0.03239034116268158, + 0.07852119207382202, + 0.030858799815177917 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.17042897641658783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234097838401794 + ], + "opposite_logprob_tokens": [ + -0.8984097838401794 + ], + "logprob_reward": -0.5234097838401794, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234097838401794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2753223180770874, + 0.09628971666097641, + 0.10358408093452454, + 0.029115917161107063, + 0.043601397424936295, + 0.08894611895084381, + 0.062163420021533966, + 0.031191367655992508, + 0.07046986371278763, + 0.19931577146053314 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.5234097838401794 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12712417542934418 + ], + "opposite_logprob_tokens": [ + -2.127124071121216 + ], + "logprob_reward": -0.12712417542934418, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12712417542934418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.367761492729187, + 0.12104690819978714, + 0.06623266637325287, + 0.1727294921875, + 0.09793597459793091, + 0.05210584029555321, + 0.01933666504919529, + 0.028754618018865585, + 0.01699170656502247, + 0.057104550302028656 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.12712417542934418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006394725642167032 + ], + "opposite_logprob_tokens": [ + -7.37563943862915 + ], + "logprob_reward": -0.0006394725642167032, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006394725642167032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4410066604614258, + 0.05483047291636467, + 0.06213861331343651, + 0.17893269658088684, + 0.027095137163996696, + 0.03134575113654137, + 0.03727263957262039, + 0.01833247020840645, + 0.04390154033899307, + 0.10514405369758606 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0006394725642167032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107780635356903 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.01107780635356903, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107780635356903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20403067767620087, + 0.04188649356365204, + 0.054722968488931656, + 0.13150611519813538, + 0.07397698611021042, + 0.14046154916286469, + 0.02564227394759655, + 0.027761029079556465, + 0.10964423418045044, + 0.1903676837682724 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.01107780635356903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, shot from the ground, rotates 360 degrees in a slow and steady clockwise motion, capturing the deep, inky, velvety night sky. Suddenly, a massive golden chrysanthemum firework bursts into life at the center of the frame, initially a dazzling, bright white core that expands outward at astonishing speed. Countless beams of warm, saturated golden light radiate symmetrically and explosively, like the Big Bang. Each beam, composed of thousands of tiny, flaming golden particles, carves an elegant arc against the pitch-black background. As the camera continues to rotate, viewers witness this dazzling spectacle of light from all angles. The fireworks' radiance temporarily transforms the night sky into a brilliant golden dome, its intense glow creating a dazzling, dynamic effect. After reaching their peak, these brilliant beams of light begin to slowly fall downwards, leaving behind long, flickering trails of light, and eventually gently extinguish into tiny amber embers, gradually disappearing into the darkness. The whole process is full of grand and ephemeral magnificent beauty, creating a breathtaking, dreamy atmosphere of celebration.", + "seed": 2502, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_2/index_2894_seed_2502_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19353075528051705, + "vlm_logprob": -0.19353075528051705, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.19353075528051705, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04887163266539574 + ], + "opposite_logprob_tokens": [ + -3.1738715171813965 + ], + "logprob_reward": -0.04887163266539574, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04887163266539574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1889154314994812, + 0.08356400579214096, + 0.18789178133010864, + 0.19346055388450623, + 0.158992737531662, + 0.03153347596526146, + 0.042263712733983994, + 0.04423118010163307, + 0.033337824046611786, + 0.03580927476286888 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.04887163266539574 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983340263366699 + ], + "opposite_logprob_tokens": [ + -0.5233340263366699 + ], + "logprob_reward": -0.8983340263366699, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983340263366699, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11689077317714691, + 0.09910193830728531, + 0.3068860173225403, + 0.14565952122211456, + 0.06530998647212982, + 0.038190651684999466, + 0.017306746914982796, + 0.016376890242099762, + 0.12912866473197937, + 0.06514881551265717 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.8983340263366699 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099735274910927 + ], + "opposite_logprob_tokens": [ + -4.511099815368652 + ], + "logprob_reward": -0.011099735274910927, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099735274910927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3334996700286865, + 0.03670074790716171, + 0.13140568137168884, + 0.06072106212377548, + 0.1658875197172165, + 0.032661858946084976, + 0.060064032673835754, + 0.06350866705179214, + 0.04148901626467705, + 0.07406167685985565 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.011099735274910927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017204972682520747 + ], + "opposite_logprob_tokens": [ + -6.376720428466797 + ], + "logprob_reward": -0.0017204972682520747, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017204972682520747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13234776258468628, + 0.07457270473241806, + 0.147552952170372, + 0.2087804675102234, + 0.06361694633960724, + 0.1054394468665123, + 0.06800613552331924, + 0.06447166204452515, + 0.07717247307300568, + 0.05803946778178215 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0017204972682520747 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low angle looking up at the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rotate 360 degrees in a slow, steady clockwise motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a deep, inky, velvety night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive golden chrysanthemum firework burst at the center with a bright white core expanding into symmetric golden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the fireworks beams fall downwards leaving long, flickering trails that extinguish into tiny amber embers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627884857356548 + ], + "opposite_logprob_tokens": [ + -4.882627964019775 + ], + "logprob_reward": -0.007627884857356548, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627884857356548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22761286795139313, + 0.09916374832391739, + 0.10434086620807648, + 0.1622256636619568, + 0.04714145138859749, + 0.08164548873901367, + 0.029488733038306236, + 0.08218728005886078, + 0.07186516374349594, + 0.09432873129844666 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.007627884857356548 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_3/index_tensor([4519, 4519])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_3/index_tensor([4519, 4519])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fcfd53b1e105b73d7b13e183699dea6a0c56da90 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_3/index_tensor([4519, 4519])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, captured through a distorted fisheye perspective, immerses the viewer in an unsettling microcosm, capturing the moment a massive Vietnamese centipede emerges from a bizarrely textured, translucent egg. A directed, cool-white light source shines from above and sideways, capturing every grotesque detail with pinpoint precision. The egg's surface possesses a sickly, opaline sheen, threaded with fine, spidery veins resembling alien veins that flicker in the light. A jagged crack has opened, and a viscous amber liquid slowly seeps from it, hanging at the edge. The centipede's head, with a pair of glossy, sensitive antennae, has already emerged, twitching tentatively. Then, its segmented body, covered in a glossy, deep reddish-brown chitinous shell, slowly and laboriously emerges from the crevice, one segment at a time. Countless pairs of vibrant orange-yellow legs dart helplessly and eerily through the air, and every inch of its slippery skin reflects glaring highlights. The intense distortion of the fisheye lens further stretches and magnifies this already grotesque scene, making the centipede's body appear monstrous in the center of the frame, while the surrounding eggshell curves toward the edges, forming a dizzying spherical space. The entire image is imbued with the eerie aesthetics and unsettling vitality of the microscopic world, creating a surreal atmosphere that is both captivating and chilling.", + "seed": 22901, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_3/index_4519_seed_22901_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06497532650828361, + "vlm_logprob": -0.06497532650828361, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.06497532650828361, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05739329382777214 + ], + "opposite_logprob_tokens": [ + -2.9323933124542236 + ], + "logprob_reward": -0.05739329382777214, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05739329382777214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13890086114406586, + 0.0699128732085228, + 0.06708743423223495, + 0.13264457881450653, + 0.09070050716400146, + 0.11802376061677933, + 0.03898663818836212, + 0.062138549983501434, + 0.12357570976018906, + 0.15802906453609467 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.05739329382777214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609886810183525 + ], + "opposite_logprob_tokens": [ + -4.141098976135254 + ], + "logprob_reward": -0.01609886810183525, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609886810183525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2672870457172394, + 0.11690359562635422, + 0.05709288269281387, + 0.09420651942491531, + 0.1315089464187622, + 0.04953954741358757, + 0.07951704412698746, + 0.07311055809259415, + 0.04058424383401871, + 0.09024960547685623 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.01609886810183525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033781826496124 + ], + "opposite_logprob_tokens": [ + -2.3503377437591553 + ], + "logprob_reward": -0.10033781826496124, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033781826496124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2639845311641693, + 0.14697229862213135, + 0.05407112464308739, + 0.1029193177819252, + 0.06004156917333603, + 0.059936895966529846, + 0.18576528131961823, + 0.03632652759552002, + 0.02926006354391575, + 0.0607224702835083 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.10033781826496124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810567781329155 + ], + "opposite_logprob_tokens": [ + -3.2881057262420654 + ], + "logprob_reward": -0.03810567781329155, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810567781329155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10379090160131454, + 0.06445086002349854, + 0.06906532496213913, + 0.0687069445848465, + 0.09318466484546661, + 0.07920370995998383, + 0.11981090903282166, + 0.11413078755140305, + 0.1037951186299324, + 0.18386079370975494 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.03810567781329155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294097453355789 + ], + "opposite_logprob_tokens": [ + -2.237941026687622 + ], + "logprob_reward": -0.11294097453355789, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294097453355789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11730697005987167, + 0.06276947259902954, + 0.07399898022413254, + 0.28049787878990173, + 0.10612878948450089, + 0.1132415235042572, + 0.10078880190849304, + 0.04738113284111023, + 0.02905362658202648, + 0.06883282959461212 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.11294097453355789 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured through a distorted fisheye perspective, immerses the viewer in an unsettling microcosm, capturing the moment a massive Vietnamese centipede emerges from a bizarrely textured, translucent egg. A directed, cool-white light source shines from above and sideways, capturing every grotesque detail with pinpoint precision. The egg's surface possesses a sickly, opaline sheen, threaded with fine, spidery veins resembling alien veins that flicker in the light. A jagged crack has opened, and a viscous amber liquid slowly seeps from it, hanging at the edge. The centipede's head, with a pair of glossy, sensitive antennae, has already emerged, twitching tentatively. Then, its segmented body, covered in a glossy, deep reddish-brown chitinous shell, slowly and laboriously emerges from the crevice, one segment at a time. Countless pairs of vibrant orange-yellow legs dart helplessly and eerily through the air, and every inch of its slippery skin reflects glaring highlights. The intense distortion of the fisheye lens further stretches and magnifies this already grotesque scene, making the centipede's body appear monstrous in the center of the frame, while the surrounding eggshell curves toward the edges, forming a dizzying spherical space. The entire image is imbued with the eerie aesthetics and unsettling vitality of the microscopic world, creating a surreal atmosphere that is both captivating and chilling.", + "seed": 22902, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_3/index_4519_seed_22902_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04154767766594887, + "vlm_logprob": -0.04154767766594887, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04154767766594887, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021747566759586334 + ], + "opposite_logprob_tokens": [ + -3.896747589111328 + ], + "logprob_reward": -0.021747566759586334, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021747566759586334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11798849701881409, + 0.031855370849370956, + 0.028027541935443878, + 0.07539892196655273, + 0.18055354058742523, + 0.19135183095932007, + 0.09723551571369171, + 0.20526307821273804, + 0.053863029927015305, + 0.018462587147951126 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.021747566759586334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554306536912918 + ], + "opposite_logprob_tokens": [ + -4.387554168701172 + ], + "logprob_reward": -0.012554306536912918, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554306536912918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2091868370771408, + 0.16063597798347473, + 0.2872132956981659, + 0.04428253695368767, + 0.08127310127019882, + 0.037910863757133484, + 0.046418800950050354, + 0.05562824755907059, + 0.029833421111106873, + 0.04761691018939018 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.012554306536912918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030967742204666 + ], + "opposite_logprob_tokens": [ + -2.3503096103668213 + ], + "logprob_reward": -0.10030967742204666, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030967742204666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.130043163895607, + 0.11516458541154861, + 0.1855216771364212, + 0.07855198532342911, + 0.09154430031776428, + 0.10243413597345352, + 0.09316106885671616, + 0.11617720872163773, + 0.05904827266931534, + 0.02835363894701004 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.10030967742204666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818777248263359 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.01818777248263359, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818777248263359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07875178754329681, + 0.03679453209042549, + 0.15565785765647888, + 0.05577997490763664, + 0.10561103373765945, + 0.14893515408039093, + 0.3222258687019348, + 0.0471804104745388, + 0.030824458226561546, + 0.018238889053463936 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.01818777248263359 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054939065128564835 + ], + "opposite_logprob_tokens": [ + -2.929939031600952 + ], + "logprob_reward": -0.054939065128564835, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054939065128564835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13070917129516602, + 0.05651142820715904, + 0.035828590393066406, + 0.09931155294179916, + 0.1389034539461136, + 0.021952666342258453, + 0.03648374602198601, + 0.21162070333957672, + 0.07982776314020157, + 0.18885086476802826 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.054939065128564835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured through a distorted fisheye perspective, immerses the viewer in an unsettling microcosm, capturing the moment a massive Vietnamese centipede emerges from a bizarrely textured, translucent egg. A directed, cool-white light source shines from above and sideways, capturing every grotesque detail with pinpoint precision. The egg's surface possesses a sickly, opaline sheen, threaded with fine, spidery veins resembling alien veins that flicker in the light. A jagged crack has opened, and a viscous amber liquid slowly seeps from it, hanging at the edge. The centipede's head, with a pair of glossy, sensitive antennae, has already emerged, twitching tentatively. Then, its segmented body, covered in a glossy, deep reddish-brown chitinous shell, slowly and laboriously emerges from the crevice, one segment at a time. Countless pairs of vibrant orange-yellow legs dart helplessly and eerily through the air, and every inch of its slippery skin reflects glaring highlights. The intense distortion of the fisheye lens further stretches and magnifies this already grotesque scene, making the centipede's body appear monstrous in the center of the frame, while the surrounding eggshell curves toward the edges, forming a dizzying spherical space. The entire image is imbued with the eerie aesthetics and unsettling vitality of the microscopic world, creating a surreal atmosphere that is both captivating and chilling.", + "seed": 22903, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_3/index_4519_seed_22903_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0472507156431675, + "vlm_logprob": -0.0472507156431675, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.0472507156431675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050835926085710526 + ], + "opposite_logprob_tokens": [ + -3.0508358478546143 + ], + "logprob_reward": -0.050835926085710526, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050835926085710526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09308449923992157, + 0.13338901102542877, + 0.08884255588054657, + 0.1212431862950325, + 0.08361116051673889, + 0.12204664945602417, + 0.13362281024456024, + 0.0434141606092453, + 0.07656947523355484, + 0.10417647659778595 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.050835926085710526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026391709223389626 + ], + "opposite_logprob_tokens": [ + -3.6513917446136475 + ], + "logprob_reward": -0.026391709223389626, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026391709223389626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11677294224500656, + 0.157246932387352, + 0.07049696147441864, + 0.10854806751012802, + 0.14436505734920502, + 0.09748981148004532, + 0.11358453333377838, + 0.03952896222472191, + 0.04055483266711235, + 0.11141182482242584 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.026391709223389626 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033771395683289 + ], + "opposite_logprob_tokens": [ + -2.3503377437591553 + ], + "logprob_reward": -0.10033771395683289, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033771395683289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05381518974900246, + 0.13110588490962982, + 0.07889749854803085, + 0.3032110333442688, + 0.18017283082008362, + 0.07480183243751526, + 0.05393509566783905, + 0.04225397855043411, + 0.03058505617082119, + 0.05122159793972969 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.10033771395683289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058989740908146 + ], + "opposite_logprob_tokens": [ + -3.895589828491211 + ], + "logprob_reward": -0.02058989740908146, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058989740908146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09718246012926102, + 0.12124185264110565, + 0.09782218933105469, + 0.12403609603643417, + 0.05272762104868889, + 0.030648188665509224, + 0.16017915308475494, + 0.05722735449671745, + 0.08271708339452744, + 0.17621801793575287 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.02058989740908146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809833154082298 + ], + "opposite_logprob_tokens": [ + -3.2880983352661133 + ], + "logprob_reward": -0.03809833154082298, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809833154082298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03148258104920387, + 0.03800554201006889, + 0.08254139870405197, + 0.23260608315467834, + 0.1505580097436905, + 0.28536441922187805, + 0.08688570559024811, + 0.022707819938659668, + 0.018196430057287216, + 0.051652055233716965 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.03809833154082298 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured through a distorted fisheye perspective, immerses the viewer in an unsettling microcosm, capturing the moment a massive Vietnamese centipede emerges from a bizarrely textured, translucent egg. A directed, cool-white light source shines from above and sideways, capturing every grotesque detail with pinpoint precision. The egg's surface possesses a sickly, opaline sheen, threaded with fine, spidery veins resembling alien veins that flicker in the light. A jagged crack has opened, and a viscous amber liquid slowly seeps from it, hanging at the edge. The centipede's head, with a pair of glossy, sensitive antennae, has already emerged, twitching tentatively. Then, its segmented body, covered in a glossy, deep reddish-brown chitinous shell, slowly and laboriously emerges from the crevice, one segment at a time. Countless pairs of vibrant orange-yellow legs dart helplessly and eerily through the air, and every inch of its slippery skin reflects glaring highlights. The intense distortion of the fisheye lens further stretches and magnifies this already grotesque scene, making the centipede's body appear monstrous in the center of the frame, while the surrounding eggshell curves toward the edges, forming a dizzying spherical space. The entire image is imbued with the eerie aesthetics and unsettling vitality of the microscopic world, creating a surreal atmosphere that is both captivating and chilling.", + "seed": 22904, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_3/index_4519_seed_22904_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03491775672882795, + "vlm_logprob": -0.03491775672882795, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.03491775672882795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04436973109841347 + ], + "opposite_logprob_tokens": [ + -3.169369697570801 + ], + "logprob_reward": -0.04436973109841347, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04436973109841347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08520219475030899, + 0.07111750543117523, + 0.036693423986434937, + 0.032844673842191696, + 0.02362784557044506, + 0.07588772475719452, + 0.14634911715984344, + 0.4318962097167969, + 0.027059273794293404, + 0.06932201236486435 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.04436973109841347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256290078163147 + ], + "opposite_logprob_tokens": [ + -4.3875627517700195 + ], + "logprob_reward": -0.01256290078163147, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256290078163147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1902018040418625, + 0.043405137956142426, + 0.05629821494221687, + 0.015973394736647606, + 0.06288605183362961, + 0.07240568846464157, + 0.44381630420684814, + 0.057459309697151184, + 0.01705441065132618, + 0.04049970209598541 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.01256290078163147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205623969435692 + ], + "opposite_logprob_tokens": [ + -2.812056303024292 + ], + "logprob_reward": -0.06205623969435692, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205623969435692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1103380098938942, + 0.08246780931949615, + 0.12910901010036469, + 0.09255555272102356, + 0.04231969639658928, + 0.04315056651830673, + 0.25490492582321167, + 0.14554499089717865, + 0.04421750828623772, + 0.05539196357131004 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.06205623969435692 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543476186692715 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543476186692715, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543476186692715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08111291378736496, + 0.045978378504514694, + 0.057853687554597855, + 0.025574875995516777, + 0.0891544297337532, + 0.09804624319076538, + 0.41421905159950256, + 0.09457595646381378, + 0.023118941113352776, + 0.07036556303501129 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.012543476186692715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Vietnamese centipede emerging from an egg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the egg surface translucent with a sickly opaline sheen and fine spidery veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a directed cool-white light source visible shining from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the centipede have a glossy deep reddish-brown chitinous shell and vibrant orange-yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene captured through a distorted fisheye perspective that stretches the image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430564358830452 + ], + "opposite_logprob_tokens": [ + -3.1680564880371094 + ], + "logprob_reward": -0.0430564358830452, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430564358830452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27494895458221436, + 0.02519088424742222, + 0.04490435868501663, + 0.03467521071434021, + 0.16509409248828888, + 0.11772903054952621, + 0.10848936438560486, + 0.08204510807991028, + 0.03366778418421745, + 0.11325522512197495 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.0430564358830452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_4/index_tensor([2218, 2218])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_4/index_tensor([2218, 2218])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a0cb60dd28dddc60722b4d15b28756d65cc355cc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_4/index_tensor([2218, 2218])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium close-up shot, shot from a horizontal angle, focuses on an elderly scholar in a grand yet empty palace hall. His graying hair is meticulously tied into a simple, ancient bun, his lean face etched with wrinkles of wisdom. He wears a rich, dark-cyan silk robe, delicately embroidered with cloud patterns at the collar and cuffs. He sits cross-legged on a cushion, his posture erect and composed. To his side, a warm, golden afterglow of the setting sun filters through a vast, intricately carved wooden window, casting dappled geometric shadows on the mirror-like, dark wood floor. In the background, tall vermilion pillars loom in the shadows. The scholar, eyes slightly closed and lips moving, recites ancient poetry in a focused and low voice. The beam of light, passing through the window lattice, slowly moves across his face as time passes, sliding from his forehead to the bridge of his nose, then across his lips, which move slightly with his recitation, as if gently caressing his face. The entire painting presents an atmosphere of profound tranquility and solemnity, with the dominant colors of warm gold and deep wood tones, creating a sense of the vicissitudes of history and the poetic loneliness of life.", + "seed": 17619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_4/index_2218_seed_17619_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05551086124032736, + "vlm_logprob": -0.05551086124032736, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05551086124032736, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03433205559849739 + ], + "opposite_logprob_tokens": [ + -3.409332036972046 + ], + "logprob_reward": -0.03433205559849739, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03433205559849739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07259393483400345, + 0.05333995446562767, + 0.13036079704761505, + 0.2020678073167801, + 0.01909765601158142, + 0.03976668417453766, + 0.01597009040415287, + 0.04833260178565979, + 0.3983389735221863, + 0.020131530240178108 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.03433205559849739 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810533136129379 + ], + "opposite_logprob_tokens": [ + -3.2881052494049072 + ], + "logprob_reward": -0.03810533136129379, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810533136129379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16158756613731384, + 0.09113626182079315, + 0.04098014160990715, + 0.09058061242103577, + 0.1503126621246338, + 0.07250954955816269, + 0.021354060620069504, + 0.020710477605462074, + 0.32246020436286926, + 0.028368467465043068 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.03810533136129379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058090642094612 + ], + "opposite_logprob_tokens": [ + -3.895581007003784 + ], + "logprob_reward": -0.02058090642094612, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058090642094612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18108567595481873, + 0.2520006000995636, + 0.03971528634428978, + 0.17461805045604706, + 0.2199476808309555, + 0.0208299458026886, + 0.02336917631328106, + 0.05262796953320503, + 0.024515828117728233, + 0.011289778165519238 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.02058090642094612 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640880040824413 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004640880040824413, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640880040824413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14717741310596466, + 0.059278275817632675, + 0.041803084313869476, + 0.15484824776649475, + 0.3052557706832886, + 0.035741906613111496, + 0.10188334435224533, + 0.09199512004852295, + 0.03886688873171806, + 0.023149944841861725 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.004640880040824413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989513278007507 + ], + "opposite_logprob_tokens": [ + -1.8048951625823975 + ], + "logprob_reward": -0.17989513278007507, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989513278007507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07613232731819153, + 0.09295449405908585, + 0.10243944823741913, + 0.05739830434322357, + 0.18295955657958984, + 0.08687230199575424, + 0.0596553198993206, + 0.16410310566425323, + 0.14043396711349487, + 0.03705120459198952 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.17989513278007507 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, shot from a horizontal angle, focuses on an elderly scholar in a grand yet empty palace hall. His graying hair is meticulously tied into a simple, ancient bun, his lean face etched with wrinkles of wisdom. He wears a rich, dark-cyan silk robe, delicately embroidered with cloud patterns at the collar and cuffs. He sits cross-legged on a cushion, his posture erect and composed. To his side, a warm, golden afterglow of the setting sun filters through a vast, intricately carved wooden window, casting dappled geometric shadows on the mirror-like, dark wood floor. In the background, tall vermilion pillars loom in the shadows. The scholar, eyes slightly closed and lips moving, recites ancient poetry in a focused and low voice. The beam of light, passing through the window lattice, slowly moves across his face as time passes, sliding from his forehead to the bridge of his nose, then across his lips, which move slightly with his recitation, as if gently caressing his face. The entire painting presents an atmosphere of profound tranquility and solemnity, with the dominant colors of warm gold and deep wood tones, creating a sense of the vicissitudes of history and the poetic loneliness of life.", + "seed": 17620, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_4/index_2218_seed_17620_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05678433263674378, + "vlm_logprob": -0.05678433263674378, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.05678433263674378, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034544091671705246 + ], + "opposite_logprob_tokens": [ + -3.409543991088867 + ], + "logprob_reward": -0.034544091671705246, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034544091671705246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062343575060367584, + 0.11122406274080276, + 0.5537697076797485, + 0.029458461329340935, + 0.08396536856889725, + 0.0248987078666687, + 0.012337210588157177, + 0.022243203595280647, + 0.018137505277991295, + 0.0816221609711647 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.034544091671705246 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981637232005596 + ], + "opposite_logprob_tokens": [ + -3.5298163890838623 + ], + "logprob_reward": -0.02981637232005596, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981637232005596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058471888303756714, + 0.03192707896232605, + 0.7635613083839417, + 0.04596514627337456, + 0.04006421938538551, + 0.019046925008296967, + 0.011665967293083668, + 0.01072321180254221, + 0.00538085401058197, + 0.013193439692258835 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.02981637232005596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033708471804857254 + ], + "opposite_logprob_tokens": [ + -3.4087085723876953 + ], + "logprob_reward": -0.033708471804857254, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033708471804857254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27418971061706543, + 0.0443970151245594, + 0.279140442609787, + 0.0773819163441658, + 0.08386632055044174, + 0.04512671008706093, + 0.04498496651649475, + 0.04756483435630798, + 0.03035847097635269, + 0.07298964262008667 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.033708471804857254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955806467682123 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.005955806467682123, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955806467682123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04748152196407318, + 0.05517204850912094, + 0.5314212441444397, + 0.028163045644760132, + 0.03022804670035839, + 0.09145908802747726, + 0.048591483384370804, + 0.1176702231168747, + 0.022673433646559715, + 0.027139825746417046 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.005955806467682123 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989692091941833 + ], + "opposite_logprob_tokens": [ + -1.8048969507217407 + ], + "logprob_reward": -0.17989692091941833, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989692091941833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06096221134066582, + 0.06365631520748138, + 0.4377751648426056, + 0.04248564690351486, + 0.10468558222055435, + 0.061308957636356354, + 0.05271278694272041, + 0.05808421969413757, + 0.021899165585637093, + 0.09642992168664932 + ], + "top_frames": [ + 2, + 4, + 9 + ], + "selected_reward": -0.17989692091941833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, shot from a horizontal angle, focuses on an elderly scholar in a grand yet empty palace hall. His graying hair is meticulously tied into a simple, ancient bun, his lean face etched with wrinkles of wisdom. He wears a rich, dark-cyan silk robe, delicately embroidered with cloud patterns at the collar and cuffs. He sits cross-legged on a cushion, his posture erect and composed. To his side, a warm, golden afterglow of the setting sun filters through a vast, intricately carved wooden window, casting dappled geometric shadows on the mirror-like, dark wood floor. In the background, tall vermilion pillars loom in the shadows. The scholar, eyes slightly closed and lips moving, recites ancient poetry in a focused and low voice. The beam of light, passing through the window lattice, slowly moves across his face as time passes, sliding from his forehead to the bridge of his nose, then across his lips, which move slightly with his recitation, as if gently caressing his face. The entire painting presents an atmosphere of profound tranquility and solemnity, with the dominant colors of warm gold and deep wood tones, creating a sense of the vicissitudes of history and the poetic loneliness of life.", + "seed": 17621, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_4/index_2218_seed_17621_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04205754697322846, + "vlm_logprob": -0.04205754697322846, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04205754697322846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013173803687095642 + ], + "opposite_logprob_tokens": [ + -4.388173580169678 + ], + "logprob_reward": -0.013173803687095642, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013173803687095642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3588505685329437, + 0.0899590328335762, + 0.05174257978796959, + 0.06062009185552597, + 0.1072046309709549, + 0.023282917216420174, + 0.05162321776151657, + 0.05670640245079994, + 0.11192022264003754, + 0.08809034526348114 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.013173803687095642 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585693418979645 + ], + "opposite_logprob_tokens": [ + -3.895585775375366 + ], + "logprob_reward": -0.020585693418979645, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585693418979645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26510244607925415, + 0.08129099011421204, + 0.10817365348339081, + 0.1319066435098648, + 0.0863930955529213, + 0.025110699236392975, + 0.05085868015885353, + 0.0629817470908165, + 0.04907814785838127, + 0.1391039341688156 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.020585693418979645 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494989454746246 + ], + "opposite_logprob_tokens": [ + -2.929949998855591 + ], + "logprob_reward": -0.05494989454746246, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494989454746246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0955018550157547, + 0.0502014085650444, + 0.02660132385790348, + 0.029012875631451607, + 0.02833305299282074, + 0.06333085149526596, + 0.05928901210427284, + 0.19063496589660645, + 0.0842350572347641, + 0.3728595972061157 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.05494989454746246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644185960292816 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008644185960292816, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644185960292816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23749536275863647, + 0.09059300273656845, + 0.023130381479859352, + 0.05050152912735939, + 0.07394998520612717, + 0.0561167448759079, + 0.04883337393403053, + 0.12697017192840576, + 0.14167240262031555, + 0.1507369875907898 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.008644185960292816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129341572523117 + ], + "opposite_logprob_tokens": [ + -2.237934112548828 + ], + "logprob_reward": -0.1129341572523117, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129341572523117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2807832360267639, + 0.10827933251857758, + 0.060631025582551956, + 0.09970434010028839, + 0.22535942494869232, + 0.05757641792297363, + 0.02420678548514843, + 0.04508289694786072, + 0.036453649401664734, + 0.06192292273044586 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.1129341572523117 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, shot from a horizontal angle, focuses on an elderly scholar in a grand yet empty palace hall. His graying hair is meticulously tied into a simple, ancient bun, his lean face etched with wrinkles of wisdom. He wears a rich, dark-cyan silk robe, delicately embroidered with cloud patterns at the collar and cuffs. He sits cross-legged on a cushion, his posture erect and composed. To his side, a warm, golden afterglow of the setting sun filters through a vast, intricately carved wooden window, casting dappled geometric shadows on the mirror-like, dark wood floor. In the background, tall vermilion pillars loom in the shadows. The scholar, eyes slightly closed and lips moving, recites ancient poetry in a focused and low voice. The beam of light, passing through the window lattice, slowly moves across his face as time passes, sliding from his forehead to the bridge of his nose, then across his lips, which move slightly with his recitation, as if gently caressing his face. The entire painting presents an atmosphere of profound tranquility and solemnity, with the dominant colors of warm gold and deep wood tones, creating a sense of the vicissitudes of history and the poetic loneliness of life.", + "seed": 17622, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_4/index_2218_seed_17622_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06564027415588498, + "vlm_logprob": -0.06564027415588498, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.06564027415588498, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07064593583345413 + ], + "opposite_logprob_tokens": [ + -2.695646047592163 + ], + "logprob_reward": -0.07064593583345413, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07064593583345413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3565184772014618, + 0.06284623593091965, + 0.048126865178346634, + 0.031702764332294464, + 0.030496060848236084, + 0.16684620082378387, + 0.15870808064937592, + 0.07103131711483002, + 0.017013216391205788, + 0.05671079829335213 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.07064593583345413 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594686269760132 + ], + "opposite_logprob_tokens": [ + -3.895594596862793 + ], + "logprob_reward": -0.020594686269760132, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594686269760132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16935357451438904, + 0.07500150799751282, + 0.037002913653850555, + 0.026427293196320534, + 0.3831912875175476, + 0.04379449784755707, + 0.16498450934886932, + 0.011468219570815563, + 0.011792490258812904, + 0.07698369026184082 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.020594686269760132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673524197191 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.00673524197191, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673524197191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2976982295513153, + 0.11305250972509384, + 0.11033239960670471, + 0.022355210036039352, + 0.041769374161958694, + 0.18111570179462433, + 0.17120972275733948, + 0.0148494653403759, + 0.004567844793200493, + 0.043049540370702744 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.00673524197191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464076129719615 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.00464076129719615, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464076129719615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10288311541080475, + 0.045059338212013245, + 0.0480252243578434, + 0.022830640897154808, + 0.0537363700568676, + 0.24263237416744232, + 0.3128322660923004, + 0.05121076479554176, + 0.029482798650860786, + 0.09130717813968658 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.00464076129719615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly scholar with graying hair tied in a simple ancient bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scholar wearing a rich dark-cyan silk robe embroidered with cloud patterns at the collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set in a grand empty palace hall with tall vermilion pillars and a dark wood floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a warm golden afterglow from a setting sun filter through an intricately carved wooden window, casting dappled geometric shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a beam of light slowly slide across the scholar's face from his forehead to his nose and lips while he recites poetry?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255847454071045 + ], + "opposite_logprob_tokens": [ + -1.6005847454071045 + ], + "logprob_reward": -0.2255847454071045, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255847454071045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2761879861354828, + 0.09123621135950089, + 0.011823100969195366, + 0.11130121350288391, + 0.07337753474712372, + 0.09894263744354248, + 0.11926534026861191, + 0.026297662407159805, + 0.02575569786131382, + 0.16581261157989502 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.2255847454071045 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_5/index_tensor([3348, 3348])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_5/index_tensor([3348, 3348])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bbf93264afe1358386e9835a2741fca56f171db5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_5/index_tensor([3348, 3348])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely low-angle close-up, perfectly level with the water's surface, captures a dynamic and intimate scene, the camera remaining static, focused on the natural movement. The delicate, white, snow-like flowers of the Nymphoides indica, with intricate, feathery-tasseled petals, float serenely within a round, lustrous, emerald green disk with a waxy texture. Gentle, concentric lake ripples slowly emanate from the blossoms, their subtle movement causing the entire composition to gently sway. This movement gracefully distorts the soft afternoon sunlight reflecting off the water, breaking the golden light into shimmering, flowing patterns. The warm, low-angle sunlight illuminates the pristine white petals, making them appear almost translucent and casting soft highlights across the green mat, creating a tranquil, personal, and meditative atmosphere that feels deeply intimate and immersive.", + "seed": 2698, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_5/index_3348_seed_2698_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03352638036012649, + "vlm_logprob": -0.03352638036012649, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03352638036012649, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1046600490808487 + ], + "opposite_logprob_tokens": [ + -2.3546600341796875 + ], + "logprob_reward": -0.1046600490808487, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1046600490808487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1490057110786438, + 0.10102052241563797, + 0.09123861789703369, + 0.044846061617136, + 0.16989657282829285, + 0.009489879943430424, + 0.20533370971679688, + 0.033742375671863556, + 0.07856839895248413, + 0.11685819923877716 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.1046600490808487 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307721555233002 + ], + "opposite_logprob_tokens": [ + -3.168077230453491 + ], + "logprob_reward": -0.04307721555233002, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307721555233002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11380214244127274, + 0.16076496243476868, + 0.029701601713895798, + 0.07788129150867462, + 0.29077261686325073, + 0.02146730199456215, + 0.08894462883472443, + 0.042627718299627304, + 0.07017838209867477, + 0.10385928303003311 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.04307721555233002 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464052427560091 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.00464052427560091, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464052427560091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07974069565534592, + 0.11162742227315903, + 0.08905809372663498, + 0.06937424838542938, + 0.4041883051395416, + 0.016461189836263657, + 0.10801789909601212, + 0.03573498874902725, + 0.01792340725660324, + 0.06787382066249847 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.00464052427560091 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076275295577943325 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.0076275295577943325, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076275295577943325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11225488036870956, + 0.20954598486423492, + 0.038552653044462204, + 0.0880110040307045, + 0.24612116813659668, + 0.11018094420433044, + 0.06980563700199127, + 0.03979452699422836, + 0.04506091773509979, + 0.04067225381731987 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0076275295577943325 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626583334058523 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626583334058523, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626583334058523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1873984932899475, + 0.4288078844547272, + 0.013677576556801796, + 0.02477225475013256, + 0.14386245608329773, + 0.01101909764111042, + 0.11189650744199753, + 0.022525975480675697, + 0.044794242829084396, + 0.011245546862483025 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.007626583334058523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely low-angle close-up, perfectly level with the water's surface, captures a dynamic and intimate scene, the camera remaining static, focused on the natural movement. The delicate, white, snow-like flowers of the Nymphoides indica, with intricate, feathery-tasseled petals, float serenely within a round, lustrous, emerald green disk with a waxy texture. Gentle, concentric lake ripples slowly emanate from the blossoms, their subtle movement causing the entire composition to gently sway. This movement gracefully distorts the soft afternoon sunlight reflecting off the water, breaking the golden light into shimmering, flowing patterns. The warm, low-angle sunlight illuminates the pristine white petals, making them appear almost translucent and casting soft highlights across the green mat, creating a tranquil, personal, and meditative atmosphere that feels deeply intimate and immersive.", + "seed": 2699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_5/index_3348_seed_2699_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1496907998342067, + "vlm_logprob": -0.1496907998342067, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.1496907998342067, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35388264060020447 + ], + "opposite_logprob_tokens": [ + -1.2288826704025269 + ], + "logprob_reward": -0.35388264060020447, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35388264060020447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024571740999817848, + 0.006880111992359161, + 0.02018953301012516, + 0.007517389953136444, + 0.007071842905133963, + 0.003287031315267086, + 0.010273660533130169, + 0.9119960069656372, + 0.001968355616554618, + 0.006244394462555647 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.35388264060020447 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861770272254944 + ], + "opposite_logprob_tokens": [ + -1.223617672920227 + ], + "logprob_reward": -0.34861770272254944, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34861770272254944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07506284862756729, + 0.03606247529387474, + 0.13988281786441803, + 0.05477471277117729, + 0.20263294875621796, + 0.007987800985574722, + 0.015251435339450836, + 0.4220808744430542, + 0.013419917784631252, + 0.03284425288438797 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.34861770272254944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545360252261162 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545360252261162, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545360252261162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05586335062980652, + 0.0300828255712986, + 0.1729632019996643, + 0.035509247332811356, + 0.04728557541966438, + 0.005442468915134668, + 0.020966937765479088, + 0.5972561240196228, + 0.012532328255474567, + 0.02209794893860817 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.012545360252261162 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979658544063568 + ], + "opposite_logprob_tokens": [ + -3.529796600341797 + ], + "logprob_reward": -0.02979658544063568, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979658544063568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05083915963768959, + 0.04943380504846573, + 0.13806405663490295, + 0.05674051120877266, + 0.04006781429052353, + 0.012018978595733643, + 0.15035244822502136, + 0.4627038240432739, + 0.019490525126457214, + 0.020288893952965736 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.02979658544063568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036117101553827524 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.0036117101553827524, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036117101553827524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08032862842082977, + 0.11441048979759216, + 0.11343250423669815, + 0.025384606793522835, + 0.03678404912352562, + 0.014028412289917469, + 0.08331020176410675, + 0.4823446273803711, + 0.01827012188732624, + 0.031706277281045914 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.0036117101553827524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely low-angle close-up, perfectly level with the water's surface, captures a dynamic and intimate scene, the camera remaining static, focused on the natural movement. The delicate, white, snow-like flowers of the Nymphoides indica, with intricate, feathery-tasseled petals, float serenely within a round, lustrous, emerald green disk with a waxy texture. Gentle, concentric lake ripples slowly emanate from the blossoms, their subtle movement causing the entire composition to gently sway. This movement gracefully distorts the soft afternoon sunlight reflecting off the water, breaking the golden light into shimmering, flowing patterns. The warm, low-angle sunlight illuminates the pristine white petals, making them appear almost translucent and casting soft highlights across the green mat, creating a tranquil, personal, and meditative atmosphere that feels deeply intimate and immersive.", + "seed": 2700, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_5/index_3348_seed_2700_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0603750878944993, + "vlm_logprob": -0.0603750878944993, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.0603750878944993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.255974143743515 + ], + "opposite_logprob_tokens": [ + -1.5059741735458374 + ], + "logprob_reward": -0.255974143743515, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.255974143743515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1917782425880432, + 0.1722676306962967, + 0.06824978440999985, + 0.07767856121063232, + 0.025461144745349884, + 0.054481323808431625, + 0.2367088794708252, + 0.0907624363899231, + 0.04703972861170769, + 0.03557224199175835 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.255974143743515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029824471101164818 + ], + "opposite_logprob_tokens": [ + -3.5298244953155518 + ], + "logprob_reward": -0.029824471101164818, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029824471101164818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11112704128026962, + 0.07458817213773727, + 0.03667595982551575, + 0.0764518603682518, + 0.060208678245544434, + 0.058754511177539825, + 0.34491845965385437, + 0.12304683029651642, + 0.06595396250486374, + 0.048274487257003784 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.029824471101164818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631551939994097 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631551939994097, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631551939994097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14459066092967987, + 0.08516854047775269, + 0.0692015215754509, + 0.16809506714344025, + 0.10808767378330231, + 0.19402648508548737, + 0.07762663811445236, + 0.05388731509447098, + 0.06207731366157532, + 0.03723878785967827 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.007631551939994097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734057795256376 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006734057795256376, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734057795256376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18421219289302826, + 0.22138090431690216, + 0.11159634590148926, + 0.0663127452135086, + 0.040313396602869034, + 0.13637356460094452, + 0.03929769992828369, + 0.09787525236606598, + 0.0691806748509407, + 0.03345722332596779 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.006734057795256376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001711214892566204 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.001711214892566204, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001711214892566204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09862978756427765, + 0.08905000984668732, + 0.031689777970314026, + 0.06133461743593216, + 0.05490059033036232, + 0.06777645647525787, + 0.3736419081687927, + 0.1827395260334015, + 0.020472174510359764, + 0.019765149801969528 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.001711214892566204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely low-angle close-up, perfectly level with the water's surface, captures a dynamic and intimate scene, the camera remaining static, focused on the natural movement. The delicate, white, snow-like flowers of the Nymphoides indica, with intricate, feathery-tasseled petals, float serenely within a round, lustrous, emerald green disk with a waxy texture. Gentle, concentric lake ripples slowly emanate from the blossoms, their subtle movement causing the entire composition to gently sway. This movement gracefully distorts the soft afternoon sunlight reflecting off the water, breaking the golden light into shimmering, flowing patterns. The warm, low-angle sunlight illuminates the pristine white petals, making them appear almost translucent and casting soft highlights across the green mat, creating a tranquil, personal, and meditative atmosphere that feels deeply intimate and immersive.", + "seed": 2701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_5/index_3348_seed_2701_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.25678115487098696, + "vlm_logprob": -0.25678115487098696, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.25678115487098696, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.140236258506775 + ], + "opposite_logprob_tokens": [ + -0.3902362287044525 + ], + "logprob_reward": -1.140236258506775, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.140236258506775, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31725525856018066, + 0.08533591032028198, + 0.02529667690396309, + 0.05383246764540672, + 0.2871301472187042, + 0.028936810791492462, + 0.05130361020565033, + 0.043851859867572784, + 0.05825760215520859, + 0.04879968985915184 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -1.140236258506775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294810473918915 + ], + "opposite_logprob_tokens": [ + -2.237948179244995 + ], + "logprob_reward": -0.11294810473918915, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294810473918915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0962454155087471, + 0.34204331040382385, + 0.0438082329928875, + 0.04675053805112839, + 0.22727926075458527, + 0.05218549072742462, + 0.058693382889032364, + 0.0600048191845417, + 0.04063021019101143, + 0.032359376549720764 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.11294810473918915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790261276066303 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790261276066303, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790261276066303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17234626412391663, + 0.049234140664339066, + 0.022883841767907143, + 0.20144326984882355, + 0.3779819905757904, + 0.0229652039706707, + 0.036847058683633804, + 0.06449054181575775, + 0.02594306506216526, + 0.02586456388235092 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.009790261276066303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067379651591181755 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.0067379651591181755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067379651591181755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17746266722679138, + 0.13548563420772552, + 0.029696255922317505, + 0.05863114446401596, + 0.3625641465187073, + 0.02067486010491848, + 0.06764759123325348, + 0.060109447687864304, + 0.06268206238746643, + 0.02504624053835869 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0067379651591181755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low angle, level with the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are white, snow-like flowers of Nymphoides indica with intricate, feathery-tasseled petals visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flowers floating on a round, lustrous, emerald green disk with a waxy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show gentle, concentric lake ripples emanating from the blossoms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm, low-angle sunlight creating shimmering, flowing patterns on the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193184673786163 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014193184673786163, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193184673786163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23291067779064178, + 0.23775412142276764, + 0.05171002820134163, + 0.048898980021476746, + 0.155348539352417, + 0.018877454102039337, + 0.021814310923218727, + 0.1473018229007721, + 0.06357963383197784, + 0.021804427728056908 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.014193184673786163 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_6/index_tensor([9168, 9168])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_6/index_tensor([9168, 9168])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8345305c3298adfa00dfb8c7dee513d3858a92a3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_6/index_tensor([9168, 9168])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, wide-angle shot, captured in the style of a sophisticated corporate video, captures the vast, immaculate interior of an automated vegetable dehydration facility. The polished concrete floor gleams under bright, even, cool-toned LED lighting, which reflects off the stainless steel machinery lining the background. At the center of the frame, a gleaming white, multi-jointed robotic arm operates with perfect precision. Quickly and decisively, it lifts a standardized, clean plastic bin filled with a vibrant mix of dried produce—deep orange carrot slices, tangy red tomato halves, and emerald green bell pepper strips—and places it on a neatly stacked tray. The entire scene exudes an air of pristine, technological efficiency. This perfect image is suddenly shattered by a sharp digital glitch; for a moment, the frame flickers, horizontal scan lines, and colors briefly distort, as if the recording itself has been temporarily corrupted. Just as quickly, the visual feedback stabilizes, returning to pristine, uninterrupted footage of the robotic arm continuing its methodical work, creating a jarring, momentary interruption in the otherwise flawless corporate presentation.", + "seed": 2350, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_6/index_9168_seed_2350_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013907824084162712, + "vlm_logprob": -0.013907824084162712, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.013907824084162712, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004913636017590761 + ], + "opposite_logprob_tokens": [ + -5.504913806915283 + ], + "logprob_reward": -0.004913636017590761, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004913636017590761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20012658834457397, + 0.14310100674629211, + 0.04102172330021858, + 0.12562459707260132, + 0.06057937070727348, + 0.045270711183547974, + 0.05461471527814865, + 0.25711819529533386, + 0.03792741149663925, + 0.03461563587188721 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.004913636017590761 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264348816126585 + ], + "opposite_logprob_tokens": [ + -5.2552642822265625 + ], + "logprob_reward": -0.005264348816126585, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264348816126585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19570724666118622, + 0.08332328498363495, + 0.05347972735762596, + 0.28208494186401367, + 0.10202662646770477, + 0.06435355544090271, + 0.03105837106704712, + 0.04379349574446678, + 0.10821931809186935, + 0.035953447222709656 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.005264348816126585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596321672201157 + ], + "opposite_logprob_tokens": [ + -3.8955962657928467 + ], + "logprob_reward": -0.020596321672201157, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596321672201157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13376793265342712, + 0.19542628526687622, + 0.04564661532640457, + 0.1462174504995346, + 0.06393012404441833, + 0.03443814069032669, + 0.14242145419120789, + 0.15724797546863556, + 0.04637378826737404, + 0.03453020751476288 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.020596321672201157 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058207429945469 + ], + "opposite_logprob_tokens": [ + -3.8955819606781006 + ], + "logprob_reward": -0.02058207429945469, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058207429945469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11928169429302216, + 0.12385505437850952, + 0.04768134653568268, + 0.1476234495639801, + 0.027494575828313828, + 0.06155943125486374, + 0.1313411146402359, + 0.24052581191062927, + 0.07528717070817947, + 0.025350380688905716 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.02058207429945469 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818273961544037 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818273961544037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818273961544037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15778185427188873, + 0.11134718358516693, + 0.03875236585736275, + 0.1277991682291031, + 0.0697421059012413, + 0.06159866601228714, + 0.06126156821846962, + 0.2677948772907257, + 0.06387414038181305, + 0.04004807397723198 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.01818273961544037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, wide-angle shot, captured in the style of a sophisticated corporate video, captures the vast, immaculate interior of an automated vegetable dehydration facility. The polished concrete floor gleams under bright, even, cool-toned LED lighting, which reflects off the stainless steel machinery lining the background. At the center of the frame, a gleaming white, multi-jointed robotic arm operates with perfect precision. Quickly and decisively, it lifts a standardized, clean plastic bin filled with a vibrant mix of dried produce—deep orange carrot slices, tangy red tomato halves, and emerald green bell pepper strips—and places it on a neatly stacked tray. The entire scene exudes an air of pristine, technological efficiency. This perfect image is suddenly shattered by a sharp digital glitch; for a moment, the frame flickers, horizontal scan lines, and colors briefly distort, as if the recording itself has been temporarily corrupted. Just as quickly, the visual feedback stabilizes, returning to pristine, uninterrupted footage of the robotic arm continuing its methodical work, creating a jarring, momentary interruption in the otherwise flawless corporate presentation.", + "seed": 2351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_6/index_9168_seed_2351_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014589604362845421, + "vlm_logprob": -0.014589604362845421, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.014589604362845421, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0056080627255141735 + ], + "opposite_logprob_tokens": [ + -5.505608081817627 + ], + "logprob_reward": -0.0056080627255141735, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0056080627255141735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3135749399662018, + 0.0799732580780983, + 0.06156587228178978, + 0.06541332602500916, + 0.10128110647201538, + 0.07035228610038757, + 0.13965703547000885, + 0.020216811448335648, + 0.045316603034734726, + 0.10264872759580612 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0056080627255141735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005270159337669611 + ], + "opposite_logprob_tokens": [ + -5.255270004272461 + ], + "logprob_reward": -0.005270159337669611, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005270159337669611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32438603043556213, + 0.1393038034439087, + 0.3592361509799957, + 0.02562021091580391, + 0.026590621098876, + 0.03292165696620941, + 0.024697648361325264, + 0.01183710340410471, + 0.015601595863699913, + 0.03980520740151405 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.005270159337669611 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059118263423443 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059118263423443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059118263423443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20195771753787994, + 0.18108388781547546, + 0.16961413621902466, + 0.03272877261042595, + 0.07492775470018387, + 0.030705206096172333, + 0.06504989415407181, + 0.03827621042728424, + 0.09148012846708298, + 0.1141764298081398 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02059118263423443 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329576015472412 + ], + "opposite_logprob_tokens": [ + -3.7732958793640137 + ], + "logprob_reward": -0.02329576015472412, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329576015472412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09174225479364395, + 0.19273395836353302, + 0.10086178779602051, + 0.06568831205368042, + 0.06400001794099808, + 0.0333244614303112, + 0.34794867038726807, + 0.023980798199772835, + 0.02257828414440155, + 0.05714146047830582 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.02329576015472412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818285696208477 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818285696208477, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818285696208477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10805658996105194, + 0.1342097967863083, + 0.15040385723114014, + 0.028623709455132484, + 0.05122542381286621, + 0.029038209468126297, + 0.2829136848449707, + 0.03684864193201065, + 0.06930117309093475, + 0.10937889665365219 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.01818285696208477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, wide-angle shot, captured in the style of a sophisticated corporate video, captures the vast, immaculate interior of an automated vegetable dehydration facility. The polished concrete floor gleams under bright, even, cool-toned LED lighting, which reflects off the stainless steel machinery lining the background. At the center of the frame, a gleaming white, multi-jointed robotic arm operates with perfect precision. Quickly and decisively, it lifts a standardized, clean plastic bin filled with a vibrant mix of dried produce—deep orange carrot slices, tangy red tomato halves, and emerald green bell pepper strips—and places it on a neatly stacked tray. The entire scene exudes an air of pristine, technological efficiency. This perfect image is suddenly shattered by a sharp digital glitch; for a moment, the frame flickers, horizontal scan lines, and colors briefly distort, as if the recording itself has been temporarily corrupted. Just as quickly, the visual feedback stabilizes, returning to pristine, uninterrupted footage of the robotic arm continuing its methodical work, creating a jarring, momentary interruption in the otherwise flawless corporate presentation.", + "seed": 2352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_6/index_9168_seed_2352_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01513477428816259, + "vlm_logprob": -0.01513477428816259, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.01513477428816259, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0044339201413095 + ], + "opposite_logprob_tokens": [ + -5.629434108734131 + ], + "logprob_reward": -0.0044339201413095, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0044339201413095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08254899829626083, + 0.033148184418678284, + 0.024730494245886803, + 0.023570433259010315, + 0.023774022236466408, + 0.046034712344408035, + 0.08840655535459518, + 0.0547725148499012, + 0.12609241902828217, + 0.4969215989112854 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.0044339201413095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022115076426416636 + ], + "opposite_logprob_tokens": [ + -6.127211570739746 + ], + "logprob_reward": -0.0022115076426416636, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022115076426416636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12879250943660736, + 0.1402752697467804, + 0.08970127254724503, + 0.017114311456680298, + 0.050600308924913406, + 0.03642059490084648, + 0.04893101006746292, + 0.05623467266559601, + 0.0638238862156868, + 0.36810627579689026 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.0022115076426416636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811853006482124 + ], + "opposite_logprob_tokens": [ + -3.288118600845337 + ], + "logprob_reward": -0.03811853006482124, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811853006482124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20346768200397491, + 0.062095217406749725, + 0.02532392181456089, + 0.018003251403570175, + 0.06987709552049637, + 0.03807680308818817, + 0.023264508694410324, + 0.026659196242690086, + 0.05460125580430031, + 0.4786311388015747 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.03811853006482124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628594525158405 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628594525158405, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628594525158405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11812930554151535, + 0.06489251554012299, + 0.046329107135534286, + 0.06540141999721527, + 0.05795883759856224, + 0.14318564534187317, + 0.04116196557879448, + 0.06111826375126839, + 0.05484931915998459, + 0.34697356820106506 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.007628594525158405 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023281319066882133 + ], + "opposite_logprob_tokens": [ + -3.7732813358306885 + ], + "logprob_reward": -0.023281319066882133, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023281319066882133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10308230668306351, + 0.05040029063820839, + 0.0266451146453619, + 0.024288764223456383, + 0.03340452164411545, + 0.06530173122882843, + 0.0401734858751297, + 0.05279261991381645, + 0.03013044036924839, + 0.5737807154655457 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.023281319066882133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, wide-angle shot, captured in the style of a sophisticated corporate video, captures the vast, immaculate interior of an automated vegetable dehydration facility. The polished concrete floor gleams under bright, even, cool-toned LED lighting, which reflects off the stainless steel machinery lining the background. At the center of the frame, a gleaming white, multi-jointed robotic arm operates with perfect precision. Quickly and decisively, it lifts a standardized, clean plastic bin filled with a vibrant mix of dried produce—deep orange carrot slices, tangy red tomato halves, and emerald green bell pepper strips—and places it on a neatly stacked tray. The entire scene exudes an air of pristine, technological efficiency. This perfect image is suddenly shattered by a sharp digital glitch; for a moment, the frame flickers, horizontal scan lines, and colors briefly distort, as if the recording itself has been temporarily corrupted. Just as quickly, the visual feedback stabilizes, returning to pristine, uninterrupted footage of the robotic arm continuing its methodical work, creating a jarring, momentary interruption in the otherwise flawless corporate presentation.", + "seed": 2353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_6/index_9168_seed_2353_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010975824389606714, + "vlm_logprob": -0.010975824389606714, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.010975824389606714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005812409333884716 + ], + "opposite_logprob_tokens": [ + -5.505812644958496 + ], + "logprob_reward": -0.005812409333884716, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.005812409333884716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20029351115226746, + 0.07632862776517868, + 0.033536408096551895, + 0.09272687137126923, + 0.04659198224544525, + 0.3646588921546936, + 0.040750451385974884, + 0.04892774298787117, + 0.049230609089136124, + 0.046954959630966187 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.005812409333884716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032075406052172184 + ], + "opposite_logprob_tokens": [ + -5.753207683563232 + ], + "logprob_reward": -0.0032075406052172184, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032075406052172184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07516328990459442, + 0.1133645623922348, + 0.08667857944965363, + 0.18042804300785065, + 0.028978176414966583, + 0.06568429619073868, + 0.04654180631041527, + 0.14202815294265747, + 0.24527567625045776, + 0.015857473015785217 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.0032075406052172184 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109065767377615 + ], + "opposite_logprob_tokens": [ + -4.5110907554626465 + ], + "logprob_reward": -0.01109065767377615, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109065767377615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09451586753129959, + 0.057383764535188675, + 0.2754227817058563, + 0.07357627898454666, + 0.0602325014770031, + 0.11815745383501053, + 0.07815788686275482, + 0.16148512065410614, + 0.05126168206334114, + 0.029806727543473244 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.01109065767377615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197885990142822 + ], + "opposite_logprob_tokens": [ + -4.264197826385498 + ], + "logprob_reward": -0.014197885990142822, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197885990142822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15040917694568634, + 0.09886528551578522, + 0.08406327664852142, + 0.41072821617126465, + 0.045276619493961334, + 0.04822561517357826, + 0.06775315850973129, + 0.05159439146518707, + 0.025152668356895447, + 0.017931591719388962 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.014197885990142822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an automated vegetable dehydration facility with stainless steel machinery in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a gleaming white, multi-jointed robotic arm visible operating at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robotic arm lift a clean plastic bin containing dried orange carrot slices, red tomato halves, and green bell pepper strips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a sharp digital glitch moment featuring horizontal scan lines and color distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the glitch stabilizing quickly to return to uninterrupted footage of the robotic arm continuing its work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570628345012665 + ], + "opposite_logprob_tokens": [ + -3.8955705165863037 + ], + "logprob_reward": -0.020570628345012665, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570628345012665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12298908084630966, + 0.0730297863483429, + 0.14409570395946503, + 0.2714666426181793, + 0.06426636129617691, + 0.07804959267377853, + 0.09525475651025772, + 0.066415935754776, + 0.04713447019457817, + 0.037297625094652176 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.020570628345012665 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_7/index_tensor([553, 553])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_7/index_tensor([553, 553])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ab95aca1ffb4aec7fa267b70a73f28fc0a5ace16 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_7/index_tensor([553, 553])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth drone tracking shot, from a slightly elevated side angle, gracefully follows a cherry-red classic convertible sedan. Its high-gloss paint gleams in the golden late-afternoon sunlight, its chrome bumpers and hubcaps reflecting the surrounding scenery. The car moves at a leisurely pace along a winding asphalt country road, flanked by rolling green hills and fields of golden wildflowers swaying in the wind. As the sedan smoothly rounds a bend, the camera slowly pans to the right, revealing a modest two-story wooden farmhouse perched on a distant hillside. Its weathered white façade and dark roof appear remarkably tranquil in the soft light, framed by a few tall trees and a simple wooden fence. The sunlight casts long shadows across the road, imbuing the entire scene with a warm, nostalgic, and profoundly tranquil idyll, evoking a sense of freedom and enjoyment of the journey.", + "seed": 31676, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_7/index_553_seed_31676_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008703360194340348, + "vlm_logprob": -0.008703360194340348, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.008703360194340348, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007963573560118675 + ], + "opposite_logprob_tokens": [ + -4.88296365737915 + ], + "logprob_reward": -0.007963573560118675, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007963573560118675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24572907388210297, + 0.08211561292409897, + 0.059640608727931976, + 0.1832491159439087, + 0.0665053054690361, + 0.10749802738428116, + 0.04181375354528427, + 0.07367528975009918, + 0.05157031491398811, + 0.08820296823978424 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.007963573560118675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579621195793152 + ], + "opposite_logprob_tokens": [ + -3.8955795764923096 + ], + "logprob_reward": -0.020579621195793152, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579621195793152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27754077315330505, + 0.11435543745756149, + 0.031109031289815903, + 0.06769566237926483, + 0.03437244892120361, + 0.17101265490055084, + 0.06134860962629318, + 0.13489139080047607, + 0.06926872581243515, + 0.0384051688015461 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.020579621195793152 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633641801774502 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633641801774502, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633641801774502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20235076546669006, + 0.08349771052598953, + 0.198439821600914, + 0.04491705074906349, + 0.0360579788684845, + 0.033503223210573196, + 0.17008039355278015, + 0.07364140450954437, + 0.052738893777132034, + 0.10477276146411896 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.004633641801774502 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611116437241435 + ], + "opposite_logprob_tokens": [ + -5.628611087799072 + ], + "logprob_reward": -0.003611116437241435, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611116437241435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16628846526145935, + 0.039922717958688736, + 0.04269089922308922, + 0.040254998952150345, + 0.08425299823284149, + 0.12615326046943665, + 0.1657736897468567, + 0.2257123440504074, + 0.07002810388803482, + 0.03892255574464798 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.003611116437241435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006728847976773977 + ], + "opposite_logprob_tokens": [ + -5.006728649139404 + ], + "logprob_reward": -0.006728847976773977, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006728847976773977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2270471155643463, + 0.11782974749803543, + 0.06375599652528763, + 0.05820169672369957, + 0.10826767235994339, + 0.08424820750951767, + 0.07071606814861298, + 0.10115712136030197, + 0.07552061229944229, + 0.09325581043958664 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.006728847976773977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth drone tracking shot, from a slightly elevated side angle, gracefully follows a cherry-red classic convertible sedan. Its high-gloss paint gleams in the golden late-afternoon sunlight, its chrome bumpers and hubcaps reflecting the surrounding scenery. The car moves at a leisurely pace along a winding asphalt country road, flanked by rolling green hills and fields of golden wildflowers swaying in the wind. As the sedan smoothly rounds a bend, the camera slowly pans to the right, revealing a modest two-story wooden farmhouse perched on a distant hillside. Its weathered white façade and dark roof appear remarkably tranquil in the soft light, framed by a few tall trees and a simple wooden fence. The sunlight casts long shadows across the road, imbuing the entire scene with a warm, nostalgic, and profoundly tranquil idyll, evoking a sense of freedom and enjoyment of the journey.", + "seed": 31677, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_7/index_553_seed_31677_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010080083226785063, + "vlm_logprob": -0.010080083226785063, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.010080083226785063, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012740643694996834 + ], + "opposite_logprob_tokens": [ + -4.387740612030029 + ], + "logprob_reward": -0.012740643694996834, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012740643694996834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48884955048561096, + 0.05654771998524666, + 0.21948577463626862, + 0.04310119152069092, + 0.058134496212005615, + 0.017592379823327065, + 0.02031676098704338, + 0.03770555183291435, + 0.016137124970555305, + 0.04212948679924011 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.012740643694996834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280853405594826 + ], + "opposite_logprob_tokens": [ + -3.7732808589935303 + ], + "logprob_reward": -0.023280853405594826, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280853405594826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42024919390678406, + 0.047313518822193146, + 0.19110316038131714, + 0.034066855907440186, + 0.07145597785711288, + 0.01986221969127655, + 0.05346182733774185, + 0.0323278084397316, + 0.06695696711540222, + 0.0632023960351944 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.023280853405594826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017100248951464891 + ], + "opposite_logprob_tokens": [ + -6.376709938049316 + ], + "logprob_reward": -0.0017100248951464891, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017100248951464891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2955220937728882, + 0.08360420912504196, + 0.0798431858420372, + 0.09622816741466522, + 0.12529879808425903, + 0.027305617928504944, + 0.03990529850125313, + 0.06163083761930466, + 0.10407474637031555, + 0.086587093770504 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0017100248951464891 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594134908169508 + ], + "opposite_logprob_tokens": [ + -5.130941390991211 + ], + "logprob_reward": -0.00594134908169508, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594134908169508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4293927848339081, + 0.030000902712345123, + 0.05625176429748535, + 0.02478274516761303, + 0.07663430273532867, + 0.03231753408908844, + 0.05273750424385071, + 0.028448157012462616, + 0.1856493353843689, + 0.08378495275974274 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.00594134908169508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00672754505649209 + ], + "opposite_logprob_tokens": [ + -5.006727695465088 + ], + "logprob_reward": -0.00672754505649209, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00672754505649209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27442625164985657, + 0.03739994019269943, + 0.13569067418575287, + 0.028743429109454155, + 0.023280732333660126, + 0.011934256181120872, + 0.04340808093547821, + 0.07002302259206772, + 0.22482962906360626, + 0.1502639204263687 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.00672754505649209 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth drone tracking shot, from a slightly elevated side angle, gracefully follows a cherry-red classic convertible sedan. Its high-gloss paint gleams in the golden late-afternoon sunlight, its chrome bumpers and hubcaps reflecting the surrounding scenery. The car moves at a leisurely pace along a winding asphalt country road, flanked by rolling green hills and fields of golden wildflowers swaying in the wind. As the sedan smoothly rounds a bend, the camera slowly pans to the right, revealing a modest two-story wooden farmhouse perched on a distant hillside. Its weathered white façade and dark roof appear remarkably tranquil in the soft light, framed by a few tall trees and a simple wooden fence. The sunlight casts long shadows across the road, imbuing the entire scene with a warm, nostalgic, and profoundly tranquil idyll, evoking a sense of freedom and enjoyment of the journey.", + "seed": 31678, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_7/index_553_seed_31678_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008392180828377605, + "vlm_logprob": -0.008392180828377605, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.008392180828377605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013159568421542645 + ], + "opposite_logprob_tokens": [ + -4.38815975189209 + ], + "logprob_reward": -0.013159568421542645, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013159568421542645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15075968205928802, + 0.10507741570472717, + 0.0666484534740448, + 0.09896641224622726, + 0.05833763629198074, + 0.13207553327083588, + 0.21569059789180756, + 0.04985326528549194, + 0.06263341754674911, + 0.059957608580589294 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.013159568421542645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579854026436806 + ], + "opposite_logprob_tokens": [ + -3.8955798149108887 + ], + "logprob_reward": -0.020579854026436806, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579854026436806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1576697826385498, + 0.1015385240316391, + 0.09985481947660446, + 0.17748211324214935, + 0.028001481667160988, + 0.09069792181253433, + 0.13823916018009186, + 0.05769168585538864, + 0.0724419355392456, + 0.07638263702392578 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.020579854026436806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019374187104403973 + ], + "opposite_logprob_tokens": [ + -6.251937389373779 + ], + "logprob_reward": -0.0019374187104403973, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019374187104403973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11586598306894302, + 0.10218550264835358, + 0.10494569689035416, + 0.16544212400913239, + 0.07768763601779938, + 0.08686887472867966, + 0.08996771275997162, + 0.07883549481630325, + 0.10471732914447784, + 0.0734836533665657 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0019374187104403973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021942604798823595 + ], + "opposite_logprob_tokens": [ + -6.127194404602051 + ], + "logprob_reward": -0.0021942604798823595, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021942604798823595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09259975701570511, + 0.12877066433429718, + 0.06890709698200226, + 0.144784078001976, + 0.15812228620052338, + 0.14628133177757263, + 0.10919038206338882, + 0.05065099522471428, + 0.04388045147061348, + 0.056812990456819534 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.0021942604798823595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089802503585815 + ], + "opposite_logprob_tokens": [ + -5.504089832305908 + ], + "logprob_reward": -0.004089802503585815, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089802503585815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13396862149238586, + 0.05950676277279854, + 0.04732424393296242, + 0.053560346364974976, + 0.05935310199856758, + 0.06429758667945862, + 0.13528552651405334, + 0.09441129863262177, + 0.13379405438899994, + 0.21849846839904785 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.004089802503585815 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth drone tracking shot, from a slightly elevated side angle, gracefully follows a cherry-red classic convertible sedan. Its high-gloss paint gleams in the golden late-afternoon sunlight, its chrome bumpers and hubcaps reflecting the surrounding scenery. The car moves at a leisurely pace along a winding asphalt country road, flanked by rolling green hills and fields of golden wildflowers swaying in the wind. As the sedan smoothly rounds a bend, the camera slowly pans to the right, revealing a modest two-story wooden farmhouse perched on a distant hillside. Its weathered white façade and dark roof appear remarkably tranquil in the soft light, framed by a few tall trees and a simple wooden fence. The sunlight casts long shadows across the road, imbuing the entire scene with a warm, nostalgic, and profoundly tranquil idyll, evoking a sense of freedom and enjoyment of the journey.", + "seed": 31679, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_7/index_553_seed_31679_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02224832777865231, + "vlm_logprob": -0.02224832777865231, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.02224832777865231, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011634474620223045 + ], + "opposite_logprob_tokens": [ + -4.511634349822998 + ], + "logprob_reward": -0.011634474620223045, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011634474620223045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27360543608665466, + 0.07394739985466003, + 0.04321910813450813, + 0.08649453520774841, + 0.1284283548593521, + 0.13520638644695282, + 0.07977649569511414, + 0.05357696861028671, + 0.03876631334424019, + 0.08697891980409622 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.011634474620223045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495745688676834 + ], + "opposite_logprob_tokens": [ + -2.929957389831543 + ], + "logprob_reward": -0.05495745688676834, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495745688676834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13374419510364532, + 0.045564938336610794, + 0.034975115209817886, + 0.06646555662155151, + 0.08759600669145584, + 0.12161412835121155, + 0.07746468484401703, + 0.23260736465454102, + 0.13805636763572693, + 0.06191165745258331 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.05495745688676834 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031907858792692423 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031907858792692423, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031907858792692423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2797052562236786, + 0.06326159089803696, + 0.03835781291127205, + 0.050249770283699036, + 0.13871265947818756, + 0.11282896250486374, + 0.0717082992196083, + 0.10432299971580505, + 0.06727968901395798, + 0.07357293367385864 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.0031907858792692423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023278523236513138 + ], + "opposite_logprob_tokens": [ + -3.7732784748077393 + ], + "logprob_reward": -0.023278523236513138, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023278523236513138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07362522184848785, + 0.03954052925109863, + 0.04442380741238594, + 0.08681357651948929, + 0.1656438708305359, + 0.14743295311927795, + 0.16184505820274353, + 0.1409657597541809, + 0.06414775550365448, + 0.07556147873401642 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.023278523236513138 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a cherry-red classic convertible sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car moving at a leisurely pace along a winding asphalt country road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment flanked by rolling green hills and fields of golden wildflowers swaying in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly pan to the right to reveal a modest two-story wooden farmhouse on a distant hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the farmhouse visible with a weathered white façade, dark roof, and a simple wooden fence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180398270487785 + ], + "opposite_logprob_tokens": [ + -4.0181803703308105 + ], + "logprob_reward": -0.018180398270487785, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018180398270487785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07242744415998459, + 0.05497244372963905, + 0.032132867723703384, + 0.049962472170591354, + 0.31001853942871094, + 0.15384136140346527, + 0.13256272673606873, + 0.0462300181388855, + 0.04566871002316475, + 0.10218340903520584 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.018180398270487785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_8/index_tensor([1790, 1790])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_8/index_tensor([1790, 1790])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dfb384808ab8c3e38f1df51b4e103e1080ee6801 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_8/index_tensor([1790, 1790])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, graceful 360-degree dolly shot smoothly orbits a white plaster bust perched atop a simple wooden pedestal. The statue depicts a male face of classical beauty, its expression solemn and serene, but its once-smooth surface is now riddled with the marks of time—a delicate network of hairline cracks, interspersed with deeper, more pronounced fissures, one even tragically crossing the closed lid of his right eye. Soft, diffused light pours in from a large, unseen window, evenly scattering the statue, warming the matte, slightly powdery plaster and creating subtle gradations of light and dark along the contours of the cheeks, nose, and neck. As the camera steadily pans, these gentle shadows flow and transform, revealing new details within the cracks. The background is blurred by the shallow depth of field, and only the outline of an artist's studio can be vaguely seen - the canvas against the wall, other sculptures covered with cloth, and the dust lazily flying in the beam of light together create an extremely peaceful and slightly melancholy and contemplative atmosphere, as if silently telling a forgotten beauty and the passage of time.", + "seed": 32577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_8/index_1790_seed_32577_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012140123546123505, + "vlm_logprob": -0.012140123546123505, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.012140123546123505, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013350026682019234 + ], + "opposite_logprob_tokens": [ + -4.388350009918213 + ], + "logprob_reward": -0.013350026682019234, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013350026682019234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05167282372713089, + 0.029359223321080208, + 0.01892971619963646, + 0.05726063624024391, + 0.03552853688597679, + 0.04962616413831711, + 0.03418881073594093, + 0.10280900448560715, + 0.6100108027458191, + 0.010614274069666862 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.013350026682019234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793920442461967 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.009793920442461967, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793920442461967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1757291853427887, + 0.12066428363323212, + 0.08458288758993149, + 0.15573272109031677, + 0.05456240102648735, + 0.07905484735965729, + 0.05129256844520569, + 0.12059685587882996, + 0.09470836073160172, + 0.06307583302259445 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.009793920442461967 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033682309091091156 + ], + "opposite_logprob_tokens": [ + -3.408682346343994 + ], + "logprob_reward": -0.033682309091091156, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033682309091091156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11050934344530106, + 0.039145324379205704, + 0.028752943500876427, + 0.09584940969944, + 0.14350953698158264, + 0.07178731262683868, + 0.16418543457984924, + 0.10671679675579071, + 0.19039569795131683, + 0.04914819821715355 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.033682309091091156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019384894985705614 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019384894985705614, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019384894985705614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1401783972978592, + 0.14542579650878906, + 0.05989480018615723, + 0.09057195484638214, + 0.06800785660743713, + 0.12315621227025986, + 0.11421588808298111, + 0.07627129554748535, + 0.057703614234924316, + 0.1245742067694664 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0019384894985705614 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019358720164746046 + ], + "opposite_logprob_tokens": [ + -6.251935958862305 + ], + "logprob_reward": -0.0019358720164746046, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019358720164746046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18952345848083496, + 0.10620086640119553, + 0.08930201083421707, + 0.13610877096652985, + 0.0975177139043808, + 0.06654766947031021, + 0.04984057694673538, + 0.07142438739538193, + 0.06140560284256935, + 0.13212893903255463 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0019358720164746046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, graceful 360-degree dolly shot smoothly orbits a white plaster bust perched atop a simple wooden pedestal. The statue depicts a male face of classical beauty, its expression solemn and serene, but its once-smooth surface is now riddled with the marks of time—a delicate network of hairline cracks, interspersed with deeper, more pronounced fissures, one even tragically crossing the closed lid of his right eye. Soft, diffused light pours in from a large, unseen window, evenly scattering the statue, warming the matte, slightly powdery plaster and creating subtle gradations of light and dark along the contours of the cheeks, nose, and neck. As the camera steadily pans, these gentle shadows flow and transform, revealing new details within the cracks. The background is blurred by the shallow depth of field, and only the outline of an artist's studio can be vaguely seen - the canvas against the wall, other sculptures covered with cloth, and the dust lazily flying in the beam of light together create an extremely peaceful and slightly melancholy and contemplative atmosphere, as if silently telling a forgotten beauty and the passage of time.", + "seed": 32578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_8/index_1790_seed_32578_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009999053552746773, + "vlm_logprob": -0.009999053552746773, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.009999053552746773, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014495071955025196 + ], + "opposite_logprob_tokens": [ + -4.264494895935059 + ], + "logprob_reward": -0.014495071955025196, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014495071955025196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09691428393125534, + 0.04955282434821129, + 0.13072264194488525, + 0.19134993851184845, + 0.09897502511739731, + 0.10932353883981705, + 0.1059894859790802, + 0.05253931134939194, + 0.11527565866708755, + 0.04935724288225174 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.014495071955025196 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264467094093561 + ], + "opposite_logprob_tokens": [ + -5.2552642822265625 + ], + "logprob_reward": -0.005264467094093561, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264467094093561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11518625169992447, + 0.04032973572611809, + 0.08993994444608688, + 0.15773329138755798, + 0.08163087069988251, + 0.027375977486371994, + 0.04468769207596779, + 0.05654227361083031, + 0.22753863036632538, + 0.1590353399515152 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.005264467094093561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633168175816536 + ], + "opposite_logprob_tokens": [ + -3.651331663131714 + ], + "logprob_reward": -0.02633168175816536, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633168175816536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08595588803291321, + 0.06098965182900429, + 0.1733262836933136, + 0.10575219988822937, + 0.05864249914884567, + 0.0685252845287323, + 0.1418507844209671, + 0.11503790318965912, + 0.08414682745933533, + 0.10577266663312912 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.02633168175816536 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021949741058051586 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021949741058051586, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021949741058051586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1292060911655426, + 0.21266865730285645, + 0.06250941008329391, + 0.16992785036563873, + 0.04442846402525902, + 0.07379350811243057, + 0.06533109396696091, + 0.059312354773283005, + 0.07484843581914902, + 0.1079741045832634 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0021949741058051586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017090728506445885 + ], + "opposite_logprob_tokens": [ + -6.376708984375 + ], + "logprob_reward": -0.0017090728506445885, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017090728506445885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18300841748714447, + 0.06285230815410614, + 0.08563539385795593, + 0.09319794923067093, + 0.0415540374815464, + 0.029817024245858192, + 0.052844539284706116, + 0.03499921038746834, + 0.28907936811447144, + 0.12701179087162018 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0017090728506445885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, graceful 360-degree dolly shot smoothly orbits a white plaster bust perched atop a simple wooden pedestal. The statue depicts a male face of classical beauty, its expression solemn and serene, but its once-smooth surface is now riddled with the marks of time—a delicate network of hairline cracks, interspersed with deeper, more pronounced fissures, one even tragically crossing the closed lid of his right eye. Soft, diffused light pours in from a large, unseen window, evenly scattering the statue, warming the matte, slightly powdery plaster and creating subtle gradations of light and dark along the contours of the cheeks, nose, and neck. As the camera steadily pans, these gentle shadows flow and transform, revealing new details within the cracks. The background is blurred by the shallow depth of field, and only the outline of an artist's studio can be vaguely seen - the canvas against the wall, other sculptures covered with cloth, and the dust lazily flying in the beam of light together create an extremely peaceful and slightly melancholy and contemplative atmosphere, as if silently telling a forgotten beauty and the passage of time.", + "seed": 32579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_8/index_1790_seed_32579_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009000869328156113, + "vlm_logprob": -0.009000869328156113, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.009000869328156113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004479730501770973 + ], + "opposite_logprob_tokens": [ + -5.504479885101318 + ], + "logprob_reward": -0.004479730501770973, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004479730501770973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09997030347585678, + 0.27071040868759155, + 0.08694394677877426, + 0.048774220049381256, + 0.09599864482879639, + 0.12068735063076019, + 0.032564274966716766, + 0.1799294501543045, + 0.02953367494046688, + 0.03488769754767418 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.004479730501770973 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644540794193745 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644540794193745, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644540794193745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12045006453990936, + 0.10019603371620178, + 0.08529596030712128, + 0.216813325881958, + 0.041080258786678314, + 0.0603422075510025, + 0.055702634155750275, + 0.18745650351047516, + 0.08326324820518494, + 0.049399759620428085 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.008644540794193745 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026332726702094078 + ], + "opposite_logprob_tokens": [ + -3.6513326168060303 + ], + "logprob_reward": -0.026332726702094078, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026332726702094078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05681563541293144, + 0.06703823804855347, + 0.0479268878698349, + 0.09722036868333817, + 0.11086446791887283, + 0.1894540786743164, + 0.05940042436122894, + 0.14285869896411896, + 0.18254436552524567, + 0.045876819640398026 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.026332726702094078 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019382515456527472 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019382515456527472, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019382515456527472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0548851378262043, + 0.020482612773776054, + 0.15011419355869293, + 0.21380583941936493, + 0.04160343110561371, + 0.14682504534721375, + 0.0481460765004158, + 0.04171699285507202, + 0.17831909656524658, + 0.10410159826278687 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.0019382515456527472 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003609097097069025 + ], + "opposite_logprob_tokens": [ + -5.6286091804504395 + ], + "logprob_reward": -0.003609097097069025, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003609097097069025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10214725136756897, + 0.07045161724090576, + 0.09538418799638748, + 0.10108386725187302, + 0.0519748330116272, + 0.0893368124961853, + 0.09979622811079025, + 0.17916011810302734, + 0.1252041757106781, + 0.08546087890863419 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.003609097097069025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, graceful 360-degree dolly shot smoothly orbits a white plaster bust perched atop a simple wooden pedestal. The statue depicts a male face of classical beauty, its expression solemn and serene, but its once-smooth surface is now riddled with the marks of time—a delicate network of hairline cracks, interspersed with deeper, more pronounced fissures, one even tragically crossing the closed lid of his right eye. Soft, diffused light pours in from a large, unseen window, evenly scattering the statue, warming the matte, slightly powdery plaster and creating subtle gradations of light and dark along the contours of the cheeks, nose, and neck. As the camera steadily pans, these gentle shadows flow and transform, revealing new details within the cracks. The background is blurred by the shallow depth of field, and only the outline of an artist's studio can be vaguely seen - the canvas against the wall, other sculptures covered with cloth, and the dust lazily flying in the beam of light together create an extremely peaceful and slightly melancholy and contemplative atmosphere, as if silently telling a forgotten beauty and the passage of time.", + "seed": 32580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_8/index_1790_seed_32580_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010251650493592024, + "vlm_logprob": -0.010251650493592024, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.010251650493592024, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004333391785621643 + ], + "opposite_logprob_tokens": [ + -5.62933349609375 + ], + "logprob_reward": -0.004333391785621643, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004333391785621643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06741165369749069, + 0.04474443197250366, + 0.028344055637717247, + 0.026845227926969528, + 0.03483741730451584, + 0.06527730822563171, + 0.11678749322891235, + 0.3914111256599426, + 0.13966713845729828, + 0.08467414975166321 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.004333391785621643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961257498711348 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961257498711348, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961257498711348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10354699194431305, + 0.058820098638534546, + 0.02680715173482895, + 0.029120933264493942, + 0.04979613050818443, + 0.04647155478596687, + 0.4680529832839966, + 0.08435600250959396, + 0.06504841893911362, + 0.06797975301742554 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.005961257498711348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368634358048439 + ], + "opposite_logprob_tokens": [ + -3.408686399459839 + ], + "logprob_reward": -0.03368634358048439, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368634358048439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12501101195812225, + 0.025125425308942795, + 0.018176546320319176, + 0.02333209477365017, + 0.01623232290148735, + 0.02538825199007988, + 0.6865270137786865, + 0.02319888211786747, + 0.03238048031926155, + 0.024627897888422012 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.03368634358048439 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013337773270905018 + ], + "opposite_logprob_tokens": [ + -6.626333713531494 + ], + "logprob_reward": -0.0013337773270905018, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013337773270905018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4675748348236084, + 0.04058096185326576, + 0.01604592800140381, + 0.017831631004810333, + 0.04345842823386192, + 0.03635248914361, + 0.24496400356292725, + 0.07976667582988739, + 0.030629998072981834, + 0.02279510162770748 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0013337773270905018 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a white plaster bust of a male face perched on a wooden pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the plaster surface show a network of hairline cracks and deeper fissures, including one crossing the closed right eye?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow, smooth 360-degree dolly orbit around the statue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background blurred with a shallow depth of field, showing only vague outlines of a studio, canvas, and cloth-covered sculptures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused light from a large window that creates subtle shadows and a peaceful, contemplative atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059434822760522366 + ], + "opposite_logprob_tokens": [ + -5.130943298339844 + ], + "logprob_reward": -0.0059434822760522366, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059434822760522366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20211341977119446, + 0.029993301257491112, + 0.01641167514026165, + 0.014402789995074272, + 0.018336065113544464, + 0.03174949064850807, + 0.5015848278999329, + 0.11612984538078308, + 0.03245123475790024, + 0.036827296018600464 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0059434822760522366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_9/index_tensor([3756, 3756])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_9/index_tensor([3756, 3756])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cadb35ba4cc9f5dc6e0370e3fa6de1cdcd9c22cf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_9/index_tensor([3756, 3756])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, extreme wide shot, rendered with gritty photorealism, depicts the terrifying and awe-inspiring scale of the massive tornado. The sky is a seething, scarred canvas of dark charcoal and sickly, unnatural green, dominated by a massive supercell cloud that churns and writhes with visible energy. A massive funnel cloud descends from this turbulent ceiling, dominating the frame. Its immense form is a violently swirling column of black steam, dust, and debris. Captured in raw, unflinching detail, the vortex reveals splintered wood, soil, and unrecognizable debris being fiercely sucked upward and shredded in its cyclonic grip. At its base, a chaotic, grinding cloud of brown dust explodes outward, scouring the desolate, flat landscape and tearing sparse vegetation from the earth. The entire scene is bathed in an eerie, green twilight cast by the storm, creating an unmistakable atmosphere of immense, visible pressure that seems to warp the very air, forcing the viewer to witness the raw, overwhelming force of the event with a terrifying sense of helplessness.", + "seed": 16048, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_9/index_3756_seed_16048_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.011729019845370203, + "vlm_logprob": -0.011729019845370203, + "vlm_yes_no_margin": 5.75, + "vlm_token_credit": -0.011729019845370203, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005743073765188456 + ], + "opposite_logprob_tokens": [ + -5.255743026733398 + ], + "logprob_reward": -0.005743073765188456, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005743073765188456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15402309596538544, + 0.0665089413523674, + 0.03456887602806091, + 0.12689925730228424, + 0.24126505851745605, + 0.0768195241689682, + 0.08760394155979156, + 0.05026870593428612, + 0.08189081400632858, + 0.08015178889036179 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.005743073765188456 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486486479640007 + ], + "opposite_logprob_tokens": [ + -3.0486485958099365 + ], + "logprob_reward": -0.0486486479640007, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486486479640007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06516959518194199, + 0.033990778028964996, + 0.029503287747502327, + 0.08883807063102722, + 0.6160532832145691, + 0.016621658578515053, + 0.033817339688539505, + 0.031119931489229202, + 0.05037838965654373, + 0.03450766205787659 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.0486486479640007 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017172842053696513 + ], + "opposite_logprob_tokens": [ + -6.3767170906066895 + ], + "logprob_reward": -0.0017172842053696513, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017172842053696513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11830630153417587, + 0.04579853266477585, + 0.030099209398031235, + 0.020140426233410835, + 0.4587842524051666, + 0.08596844971179962, + 0.0405426062643528, + 0.04661218076944351, + 0.060846034437417984, + 0.0929020494222641 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.0017172842053696513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003413571394048631 + ], + "opposite_logprob_tokens": [ + -8.000341415405273 + ], + "logprob_reward": -0.0003413571394048631, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.0003413571394048631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12915723025798798, + 0.048471707850694656, + 0.06701034307479858, + 0.06928778439760208, + 0.24324290454387665, + 0.10042347013950348, + 0.18034698069095612, + 0.0574009008705616, + 0.04783761501312256, + 0.056821055710315704 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.0003413571394048631 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021947361528873444 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021947361528873444, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021947361528873444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0720016211271286, + 0.05426330864429474, + 0.03671050816774368, + 0.047741249203681946, + 0.2152104377746582, + 0.19051028788089752, + 0.0727522149682045, + 0.07960207015275955, + 0.09474525600671768, + 0.13646300137043 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.0021947361528873444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme wide shot, rendered with gritty photorealism, depicts the terrifying and awe-inspiring scale of the massive tornado. The sky is a seething, scarred canvas of dark charcoal and sickly, unnatural green, dominated by a massive supercell cloud that churns and writhes with visible energy. A massive funnel cloud descends from this turbulent ceiling, dominating the frame. Its immense form is a violently swirling column of black steam, dust, and debris. Captured in raw, unflinching detail, the vortex reveals splintered wood, soil, and unrecognizable debris being fiercely sucked upward and shredded in its cyclonic grip. At its base, a chaotic, grinding cloud of brown dust explodes outward, scouring the desolate, flat landscape and tearing sparse vegetation from the earth. The entire scene is bathed in an eerie, green twilight cast by the storm, creating an unmistakable atmosphere of immense, visible pressure that seems to warp the very air, forcing the viewer to witness the raw, overwhelming force of the event with a terrifying sense of helplessness.", + "seed": 16049, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_9/index_3756_seed_16049_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.055725763598456976, + "vlm_logprob": -0.055725763598456976, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.055725763598456976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14361779391765594 + ], + "opposite_logprob_tokens": [ + -2.018617868423462 + ], + "logprob_reward": -0.14361779391765594, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14361779391765594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37570682168006897, + 0.04531382396817207, + 0.06088685616850853, + 0.011826933361589909, + 0.11402527242898941, + 0.035066694021224976, + 0.029905837029218674, + 0.0163860060274601, + 0.22153227031230927, + 0.08934953063726425 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.14361779391765594 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703189253807068 + ], + "opposite_logprob_tokens": [ + -2.1270318031311035 + ], + "logprob_reward": -0.12703189253807068, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12703189253807068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5333572030067444, + 0.0734524056315422, + 0.030711939558386803, + 0.02479594573378563, + 0.17721594870090485, + 0.017174193635582924, + 0.012813844718039036, + 0.04432249441742897, + 0.05981656536459923, + 0.02633947879076004 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.12703189253807068 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100605845451355 + ], + "opposite_logprob_tokens": [ + -5.504100799560547 + ], + "logprob_reward": -0.004100605845451355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100605845451355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3256250023841858, + 0.017180921509861946, + 0.08106537908315659, + 0.02453496865928173, + 0.09148822724819183, + 0.01727961003780365, + 0.04704524949193001, + 0.18324151635169983, + 0.08276455104351044, + 0.1297745406627655 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.004100605845451355 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019401551689952612 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.0019401551689952612, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019401551689952612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5288228392601013, + 0.046142466366291046, + 0.0552888885140419, + 0.03197071701288223, + 0.09391692280769348, + 0.03495654836297035, + 0.11897549033164978, + 0.06010609120130539, + 0.014534364454448223, + 0.015285707078874111 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0019401551689952612 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019383705221116543 + ], + "opposite_logprob_tokens": [ + -6.251938343048096 + ], + "logprob_reward": -0.0019383705221116543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019383705221116543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.337649405002594, + 0.03912993147969246, + 0.024034490808844566, + 0.030895330011844635, + 0.1911727637052536, + 0.02401445247232914, + 0.07836924493312836, + 0.08455798029899597, + 0.06927695870399475, + 0.12089948356151581 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0019383705221116543 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme wide shot, rendered with gritty photorealism, depicts the terrifying and awe-inspiring scale of the massive tornado. The sky is a seething, scarred canvas of dark charcoal and sickly, unnatural green, dominated by a massive supercell cloud that churns and writhes with visible energy. A massive funnel cloud descends from this turbulent ceiling, dominating the frame. Its immense form is a violently swirling column of black steam, dust, and debris. Captured in raw, unflinching detail, the vortex reveals splintered wood, soil, and unrecognizable debris being fiercely sucked upward and shredded in its cyclonic grip. At its base, a chaotic, grinding cloud of brown dust explodes outward, scouring the desolate, flat landscape and tearing sparse vegetation from the earth. The entire scene is bathed in an eerie, green twilight cast by the storm, creating an unmistakable atmosphere of immense, visible pressure that seems to warp the very air, forcing the viewer to witness the raw, overwhelming force of the event with a terrifying sense of helplessness.", + "seed": 16050, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_9/index_3756_seed_16050_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05773893619189039, + "vlm_logprob": -0.05773893619189039, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.05773893619189039, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028039032593369484 + ], + "opposite_logprob_tokens": [ + -3.65303897857666 + ], + "logprob_reward": -0.028039032593369484, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028039032593369484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16301673650741577, + 0.0435485765337944, + 0.06426413357257843, + 0.21697299182415009, + 0.0811077356338501, + 0.03713091462850571, + 0.13254232704639435, + 0.11247488856315613, + 0.06629017740488052, + 0.08265155553817749 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.028039032593369484 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521213889122009 + ], + "opposite_logprob_tokens": [ + -1.5021214485168457 + ], + "logprob_reward": -0.2521213889122009, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521213889122009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0801529586315155, + 0.045800670981407166, + 0.20964166522026062, + 0.13727733492851257, + 0.09270314127206802, + 0.032235387712717056, + 0.10271839797496796, + 0.22500325739383698, + 0.051932379603385925, + 0.0225348062813282 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.2521213889122009 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105592146515846 + ], + "opposite_logprob_tokens": [ + -5.504105567932129 + ], + "logprob_reward": -0.004105592146515846, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105592146515846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09950607270002365, + 0.12012501060962677, + 0.20823167264461517, + 0.13560599088668823, + 0.14491009712219238, + 0.038573671132326126, + 0.07510937750339508, + 0.0803033858537674, + 0.03967253491282463, + 0.057962220162153244 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.004105592146515846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008141063735820353 + ], + "opposite_logprob_tokens": [ + -7.125813961029053 + ], + "logprob_reward": -0.0008141063735820353, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008141063735820353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1774134486913681, + 0.15759307146072388, + 0.1722564846277237, + 0.18721094727516174, + 0.07359468191862106, + 0.052356887608766556, + 0.050648629665374756, + 0.06164020672440529, + 0.036333803087472916, + 0.03095182590186596 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0008141063735820353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12495429813861847, + 0.09687311202287674, + 0.13208575546741486, + 0.04011162742972374, + 0.35068708658218384, + 0.04709787666797638, + 0.04390797019004822, + 0.09427272528409958, + 0.02366468869149685, + 0.0463448204100132 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0036145609337836504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, extreme wide shot, rendered with gritty photorealism, depicts the terrifying and awe-inspiring scale of the massive tornado. The sky is a seething, scarred canvas of dark charcoal and sickly, unnatural green, dominated by a massive supercell cloud that churns and writhes with visible energy. A massive funnel cloud descends from this turbulent ceiling, dominating the frame. Its immense form is a violently swirling column of black steam, dust, and debris. Captured in raw, unflinching detail, the vortex reveals splintered wood, soil, and unrecognizable debris being fiercely sucked upward and shredded in its cyclonic grip. At its base, a chaotic, grinding cloud of brown dust explodes outward, scouring the desolate, flat landscape and tearing sparse vegetation from the earth. The entire scene is bathed in an eerie, green twilight cast by the storm, creating an unmistakable atmosphere of immense, visible pressure that seems to warp the very air, forcing the viewer to witness the raw, overwhelming force of the event with a terrifying sense of helplessness.", + "seed": 16051, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000177/group_9/index_3756_seed_16051_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03192116387654096, + "vlm_logprob": -0.03192116387654096, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.03192116387654096, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02520720846951008 + ], + "opposite_logprob_tokens": [ + -3.775207281112671 + ], + "logprob_reward": -0.02520720846951008, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02520720846951008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0911698043346405, + 0.061600711196660995, + 0.09072117507457733, + 0.02070511132478714, + 0.149806410074234, + 0.133438840508461, + 0.03729032352566719, + 0.024695703759789467, + 0.3812015950679779, + 0.009370268322527409 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.02520720846951008 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704123556613922 + ], + "opposite_logprob_tokens": [ + -2.1270413398742676 + ], + "logprob_reward": -0.12704123556613922, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704123556613922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10809639096260071, + 0.18509340286254883, + 0.299734890460968, + 0.03382239118218422, + 0.02208101935684681, + 0.09390243887901306, + 0.05949012190103531, + 0.04960789531469345, + 0.10096818208694458, + 0.04720327630639076 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.12704123556613922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028276958037167788 + ], + "opposite_logprob_tokens": [ + -5.8778276443481445 + ], + "logprob_reward": -0.0028276958037167788, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028276958037167788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14895132184028625, + 0.09093555063009262, + 0.0428696945309639, + 0.03448648378252983, + 0.20565995573997498, + 0.02117411233484745, + 0.047443319112062454, + 0.02882228046655655, + 0.3550543487071991, + 0.024602847173810005 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0028276958037167788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013373488327488303 + ], + "opposite_logprob_tokens": [ + -6.62633752822876 + ], + "logprob_reward": -0.0013373488327488303, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013373488327488303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11509633809328079, + 0.2121526002883911, + 0.1111002191901207, + 0.06307122111320496, + 0.04953596740961075, + 0.03652361407876015, + 0.06561626493930817, + 0.02170109748840332, + 0.29728856682777405, + 0.027914097532629967 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0013373488327488303 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as an extreme wide shot showing the massive scale of the tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle positioned low to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted with dark charcoal and sickly unnatural green colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive funnel cloud visible descending from a turbulent supercell cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in an eerie green twilight atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031923307105898857 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031923307105898857, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031923307105898857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14399917423725128, + 0.056843530386686325, + 0.04334405064582825, + 0.04294648766517639, + 0.036090318113565445, + 0.03021610900759697, + 0.13309454917907715, + 0.05894237756729126, + 0.4079846441745758, + 0.046538740396499634 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0031923307105898857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_0/index_tensor([9523, 9523])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_0/index_tensor([9523, 9523])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..81faf03ea061348796070cce495cfee0da80740e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_0/index_tensor([9523, 9523])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a static, medium close-up shot from a slightly elevated, horizontal angle, a massive, muscular black bear takes center stage, perfectly embodying the realistic style of a nature documentary. Its dense, smoky black fur shimmers in the soft, diffuse light of a winter morning, revealing a rich texture. In the background, a tranquil forest, tall pine trees lightly dusted with snow, blurred by the shallow depth of field into a dreamy, painterly blur of greens, whites, and browns. The bear gazes intently at the thick, translucent ice beneath its feet, its cracks and bubbles faintly visible. It suddenly raises its massive right forepaw—a heavy weapon with thick, slightly worn black claws—and, with a raw, focused force, smashes it into the ice in a swift, precise arc. The moment of impact was explosive, the hard ice shattered, and countless crystal clear ice chips mixed with dark cold river water exploded in all directions in the air like diamonds. The whole picture was full of primitive power, making a thrilling contrast between the tranquil beauty of the winter forest and the cruel reality of wildlife survival.", + "seed": 1489, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_0/index_9523_seed_1489_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.059253434650599957, + "vlm_logprob": -0.059253434650599957, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.059253434650599957, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14380715787410736 + ], + "opposite_logprob_tokens": [ + -2.1438071727752686 + ], + "logprob_reward": -0.14380715787410736, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.14380715787410736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08701919764280319, + 0.08517291396856308, + 0.03640056774020195, + 0.03015870973467827, + 0.15662001073360443, + 0.1022924855351448, + 0.18296757340431213, + 0.07322827726602554, + 0.06527828425168991, + 0.18086208403110504 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.14380715787410736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020609049126505852 + ], + "opposite_logprob_tokens": [ + -3.895609140396118 + ], + "logprob_reward": -0.020609049126505852, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020609049126505852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1026090532541275, + 0.06781802326440811, + 0.1189565435051918, + 0.08001502603292465, + 0.04949876666069031, + 0.1437579244375229, + 0.08246992528438568, + 0.07576248794794083, + 0.06630079448223114, + 0.21281149983406067 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.020609049126505852 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043083954602479935 + ], + "opposite_logprob_tokens": [ + -3.168083906173706 + ], + "logprob_reward": -0.043083954602479935, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043083954602479935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07387415319681168, + 0.07506997138261795, + 0.058579351752996445, + 0.08562029898166656, + 0.18931818008422852, + 0.10154787451028824, + 0.033798232674598694, + 0.07703344523906708, + 0.10088840126991272, + 0.2042701244354248 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.043083954602479935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784949012100697 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.009784949012100697, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784949012100697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1261843740940094, + 0.04350029677152634, + 0.09634838253259659, + 0.049328647553920746, + 0.12089499831199646, + 0.18754099309444427, + 0.048748601227998734, + 0.0779774859547615, + 0.04564712196588516, + 0.20382915437221527 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.009784949012100697 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898206263780594 + ], + "opposite_logprob_tokens": [ + -2.57898211479187 + ], + "logprob_reward": -0.07898206263780594, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898206263780594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24157418310642242, + 0.27345365285873413, + 0.05618248134851456, + 0.039828769862651825, + 0.10825332999229431, + 0.04337229207158089, + 0.03637047857046127, + 0.13466961681842804, + 0.023756150156259537, + 0.042539115995168686 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.07898206263780594 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, medium close-up shot from a slightly elevated, horizontal angle, a massive, muscular black bear takes center stage, perfectly embodying the realistic style of a nature documentary. Its dense, smoky black fur shimmers in the soft, diffuse light of a winter morning, revealing a rich texture. In the background, a tranquil forest, tall pine trees lightly dusted with snow, blurred by the shallow depth of field into a dreamy, painterly blur of greens, whites, and browns. The bear gazes intently at the thick, translucent ice beneath its feet, its cracks and bubbles faintly visible. It suddenly raises its massive right forepaw—a heavy weapon with thick, slightly worn black claws—and, with a raw, focused force, smashes it into the ice in a swift, precise arc. The moment of impact was explosive, the hard ice shattered, and countless crystal clear ice chips mixed with dark cold river water exploded in all directions in the air like diamonds. The whole picture was full of primitive power, making a thrilling contrast between the tranquil beauty of the winter forest and the cruel reality of wildlife survival.", + "seed": 1490, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_0/index_9523_seed_1490_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05494225174188614, + "vlm_logprob": -0.05494225174188614, + "vlm_yes_no_margin": 3.1999999046325684, + "vlm_token_credit": -0.05494225174188614, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10425928235054016 + ], + "opposite_logprob_tokens": [ + -2.4792592525482178 + ], + "logprob_reward": -0.10425928235054016, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10425928235054016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1166471391916275, + 0.11712591350078583, + 0.17446619272232056, + 0.08576935529708862, + 0.0770416259765625, + 0.10069695860147476, + 0.0485285185277462, + 0.13060925900936127, + 0.037819914519786835, + 0.1112951785326004 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.10425928235054016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018213408067822456 + ], + "opposite_logprob_tokens": [ + -4.018213272094727 + ], + "logprob_reward": -0.018213408067822456, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018213408067822456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17057229578495026, + 0.03947865962982178, + 0.07963400334119797, + 0.04892531782388687, + 0.03745066747069359, + 0.05302124097943306, + 0.0590505413711071, + 0.13604068756103516, + 0.10993117094039917, + 0.26589545607566833 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.018213408067822456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721499145030975 + ], + "opposite_logprob_tokens": [ + -3.408721446990967 + ], + "logprob_reward": -0.033721499145030975, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721499145030975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20753106474876404, + 0.0444471649825573, + 0.22322602570056915, + 0.041461724787950516, + 0.022564781829714775, + 0.033152446150779724, + 0.08348703384399414, + 0.08030220866203308, + 0.16071127355098724, + 0.10311621427536011 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.033721499145030975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198659643530846 + ], + "opposite_logprob_tokens": [ + -4.018198490142822 + ], + "logprob_reward": -0.018198659643530846, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018198659643530846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10253427922725677, + 0.058780428022146225, + 0.23752643167972565, + 0.03255882114171982, + 0.03264841437339783, + 0.02798519656062126, + 0.09737798571586609, + 0.1109328493475914, + 0.15939678251743317, + 0.1402587890625 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.018198659643530846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031840950250626 + ], + "opposite_logprob_tokens": [ + -2.350318431854248 + ], + "logprob_reward": -0.10031840950250626, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031840950250626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4370715320110321, + 0.05316745862364769, + 0.20575720071792603, + 0.04650193825364113, + 0.039694689214229584, + 0.026624388992786407, + 0.035308610647916794, + 0.0811392217874527, + 0.029125455766916275, + 0.04560954496264458 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.10031840950250626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, medium close-up shot from a slightly elevated, horizontal angle, a massive, muscular black bear takes center stage, perfectly embodying the realistic style of a nature documentary. Its dense, smoky black fur shimmers in the soft, diffuse light of a winter morning, revealing a rich texture. In the background, a tranquil forest, tall pine trees lightly dusted with snow, blurred by the shallow depth of field into a dreamy, painterly blur of greens, whites, and browns. The bear gazes intently at the thick, translucent ice beneath its feet, its cracks and bubbles faintly visible. It suddenly raises its massive right forepaw—a heavy weapon with thick, slightly worn black claws—and, with a raw, focused force, smashes it into the ice in a swift, precise arc. The moment of impact was explosive, the hard ice shattered, and countless crystal clear ice chips mixed with dark cold river water exploded in all directions in the air like diamonds. The whole picture was full of primitive power, making a thrilling contrast between the tranquil beauty of the winter forest and the cruel reality of wildlife survival.", + "seed": 1491, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_0/index_9523_seed_1491_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.047262678295373915, + "vlm_logprob": -0.047262678295373915, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.047262678295373915, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08962414413690567 + ], + "opposite_logprob_tokens": [ + -2.5896241664886475 + ], + "logprob_reward": -0.08962414413690567, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08962414413690567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14774808287620544, + 0.03288210928440094, + 0.10619594901800156, + 0.10216780006885529, + 0.07197587937116623, + 0.03860246762633324, + 0.0471026785671711, + 0.14036084711551666, + 0.06604557484388351, + 0.24691860377788544 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.08962414413690567 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009807378053665161 + ], + "opposite_logprob_tokens": [ + -4.634807586669922 + ], + "logprob_reward": -0.009807378053665161, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009807378053665161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1719203144311905, + 0.07180113345384598, + 0.07773534208536148, + 0.036149878054857254, + 0.07012048363685608, + 0.17818358540534973, + 0.048714280128479004, + 0.09556277841329575, + 0.04353434592485428, + 0.2062777876853943 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.009807378053665161 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298210009932518 + ], + "opposite_logprob_tokens": [ + -3.5298209190368652 + ], + "logprob_reward": -0.0298210009932518, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298210009932518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12926460802555084, + 0.06686341762542725, + 0.059656087309122086, + 0.043056949973106384, + 0.035943351686000824, + 0.11540981382131577, + 0.05121544376015663, + 0.0788993313908577, + 0.21194487810134888, + 0.20774610340595245 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0298210009932518 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067411623895168304 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.0067411623895168304, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067411623895168304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08117183297872543, + 0.06487911194562912, + 0.08572853356599808, + 0.05355991795659065, + 0.05924607068300247, + 0.06443914026021957, + 0.11441908776760101, + 0.1352064162492752, + 0.18583273887634277, + 0.15551717579364777 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.0067411623895168304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031970590353012 + ], + "opposite_logprob_tokens": [ + -2.3503196239471436 + ], + "logprob_reward": -0.10031970590353012, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031970590353012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31072670221328735, + 0.03248504549264908, + 0.046422891318798065, + 0.1526286005973816, + 0.038290075957775116, + 0.11279968917369843, + 0.05121082440018654, + 0.16035166382789612, + 0.028256908059120178, + 0.06682752817869186 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.10031970590353012 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, medium close-up shot from a slightly elevated, horizontal angle, a massive, muscular black bear takes center stage, perfectly embodying the realistic style of a nature documentary. Its dense, smoky black fur shimmers in the soft, diffuse light of a winter morning, revealing a rich texture. In the background, a tranquil forest, tall pine trees lightly dusted with snow, blurred by the shallow depth of field into a dreamy, painterly blur of greens, whites, and browns. The bear gazes intently at the thick, translucent ice beneath its feet, its cracks and bubbles faintly visible. It suddenly raises its massive right forepaw—a heavy weapon with thick, slightly worn black claws—and, with a raw, focused force, smashes it into the ice in a swift, precise arc. The moment of impact was explosive, the hard ice shattered, and countless crystal clear ice chips mixed with dark cold river water exploded in all directions in the air like diamonds. The whole picture was full of primitive power, making a thrilling contrast between the tranquil beauty of the winter forest and the cruel reality of wildlife survival.", + "seed": 1492, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_0/index_9523_seed_1492_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.047167828679084776, + "vlm_logprob": -0.047167828679084776, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.047167828679084776, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08071276545524597 + ], + "opposite_logprob_tokens": [ + -2.7057127952575684 + ], + "logprob_reward": -0.08071276545524597, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08071276545524597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1520126760005951, + 0.1927032470703125, + 0.1104954332113266, + 0.07902012765407562, + 0.11224991083145142, + 0.08135227113962173, + 0.07250585407018661, + 0.04053214192390442, + 0.016507569700479507, + 0.14262080192565918 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.08071276545524597 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060823142528534 + ], + "opposite_logprob_tokens": [ + -3.8956081867218018 + ], + "logprob_reward": -0.02060823142528534, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060823142528534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16935160756111145, + 0.16837283968925476, + 0.052915286272764206, + 0.024963032454252243, + 0.025675415992736816, + 0.09827814996242523, + 0.1376732736825943, + 0.05835984647274017, + 0.03316918760538101, + 0.231241375207901 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.02060823142528534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813241422176361 + ], + "opposite_logprob_tokens": [ + -3.288132429122925 + ], + "logprob_reward": -0.03813241422176361, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813241422176361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12083923071622849, + 0.1365756094455719, + 0.05235350877046585, + 0.026609860360622406, + 0.10964369028806686, + 0.07633724808692932, + 0.08804725110530853, + 0.05817321315407753, + 0.050341248512268066, + 0.28107914328575134 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.03813241422176361 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026360243558883667 + ], + "opposite_logprob_tokens": [ + -3.651360273361206 + ], + "logprob_reward": -0.026360243558883667, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026360243558883667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2008397877216339, + 0.07089720666408539, + 0.039985813200473785, + 0.033238835632801056, + 0.08558095246553421, + 0.06362812966108322, + 0.07724682241678238, + 0.07180799543857574, + 0.07779039442539215, + 0.27898404002189636 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.026360243558883667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up from a slightly elevated horizontal angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a massive, muscular black bear with dense, smoky black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bear smash its right forepaw into thick, translucent ice beneath its feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do crystal clear ice chips and dark river water explode in all directions upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a tranquil forest with tall pine trees lightly dusted with snow, blurred by shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700254887342453 + ], + "opposite_logprob_tokens": [ + -2.6950254440307617 + ], + "logprob_reward": -0.0700254887342453, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700254887342453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37027132511138916, + 0.08344104886054993, + 0.07840557396411896, + 0.1222015842795372, + 0.05017514526844025, + 0.0795988216996193, + 0.03303080052137375, + 0.02309631183743477, + 0.018880212679505348, + 0.1408991515636444 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0700254887342453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_1/index_tensor([5370, 5370])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_1/index_tensor([5370, 5370])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bac4bc54b348408d73df1f305f2a02c085bb2279 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_1/index_tensor([5370, 5370])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning, overhead macro shot captures the smooth surface of a translucent, ruby-red hawthorn cake. Under soft, focused studio lighting, its gelatinous texture radiates a warm, luminous quality. Suddenly, tiny, almost invisible icing sugar crystals begin to emerge from a single point in the center of the frame, spreading outward at a speed that appears incredibly fluid and dreamlike in the high-frame rate footage. These pure white crystals grow not in a chaotic, chaotic manner, but with an elegant and organic manner, forming the delicate vines that are a hallmark of Art Nouveau style. They extend slender, curving branches and asymmetrical leaf structures, as if a living plant undergoing a silent, accelerated growth. Each newly formed icy vine shimmers delicately in the soft light, casting a faint, three-dimensional shadow on the translucent red cake beneath. The entire process unfolds as a quietly captivating, surreal visual poem, transforming the chemical processes of the microscopic world into a magical blossoming of artistic beauty.", + "seed": 30552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_1/index_5370_seed_30552_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01366368317976594, + "vlm_logprob": -0.01366368317976594, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.01366368317976594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023395799100399017 + ], + "opposite_logprob_tokens": [ + -3.8983957767486572 + ], + "logprob_reward": -0.023395799100399017, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023395799100399017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08966339379549026, + 0.06184772029519081, + 0.285881906747818, + 0.16731078922748566, + 0.07342586666345596, + 0.06846080720424652, + 0.05877579003572464, + 0.031756047159433365, + 0.029979100450873375, + 0.13289859890937805 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.023395799100399017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007656631991267204 + ], + "opposite_logprob_tokens": [ + -4.882656574249268 + ], + "logprob_reward": -0.007656631991267204, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007656631991267204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06849540024995804, + 0.06294193118810654, + 0.3374008238315582, + 0.0763973519206047, + 0.060424383729696274, + 0.07136327773332596, + 0.08732762932777405, + 0.11159878224134445, + 0.029705779626965523, + 0.0943446010351181 + ], + "top_frames": [ + 2, + 7, + 9 + ], + "selected_reward": -0.007656631991267204 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001519954763352871 + ], + "opposite_logprob_tokens": [ + -6.501520156860352 + ], + "logprob_reward": -0.001519954763352871, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001519954763352871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0759398341178894, + 0.12288179248571396, + 0.06157784163951874, + 0.03229721635580063, + 0.07279613614082336, + 0.25369933247566223, + 0.13266991078853607, + 0.11848132312297821, + 0.06225341185927391, + 0.0674031674861908 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.001519954763352871 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950947757810354 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950947757810354, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950947757810354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10377728939056396, + 0.035308003425598145, + 0.032725945115089417, + 0.03391023725271225, + 0.14305168390274048, + 0.12587463855743408, + 0.22702708840370178, + 0.0691266730427742, + 0.04175116494297981, + 0.18744729459285736 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.005950947757810354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029795082286000252 + ], + "opposite_logprob_tokens": [ + -3.5297951698303223 + ], + "logprob_reward": -0.029795082286000252, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029795082286000252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10563211888074875, + 0.16135911643505096, + 0.04258551448583603, + 0.07506734877824783, + 0.05789162218570709, + 0.15430863201618195, + 0.04924691841006279, + 0.14595669507980347, + 0.04339931160211563, + 0.1645527482032776 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.029795082286000252 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, overhead macro shot captures the smooth surface of a translucent, ruby-red hawthorn cake. Under soft, focused studio lighting, its gelatinous texture radiates a warm, luminous quality. Suddenly, tiny, almost invisible icing sugar crystals begin to emerge from a single point in the center of the frame, spreading outward at a speed that appears incredibly fluid and dreamlike in the high-frame rate footage. These pure white crystals grow not in a chaotic, chaotic manner, but with an elegant and organic manner, forming the delicate vines that are a hallmark of Art Nouveau style. They extend slender, curving branches and asymmetrical leaf structures, as if a living plant undergoing a silent, accelerated growth. Each newly formed icy vine shimmers delicately in the soft light, casting a faint, three-dimensional shadow on the translucent red cake beneath. The entire process unfolds as a quietly captivating, surreal visual poem, transforming the chemical processes of the microscopic world into a magical blossoming of artistic beauty.", + "seed": 30553, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_1/index_5370_seed_30553_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016204836824908853, + "vlm_logprob": -0.016204836824908853, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.016204836824908853, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027270348742604256 + ], + "opposite_logprob_tokens": [ + -3.6522703170776367 + ], + "logprob_reward": -0.027270348742604256, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027270348742604256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18051646649837494, + 0.06512777507305145, + 0.04707220569252968, + 0.08918578177690506, + 0.26818299293518066, + 0.036292511969804764, + 0.08665043860673904, + 0.04841220751404762, + 0.06842993944883347, + 0.11012968420982361 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.027270348742604256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007647877559065819 + ], + "opposite_logprob_tokens": [ + -4.88264799118042 + ], + "logprob_reward": -0.007647877559065819, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007647877559065819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1371825933456421, + 0.08293163776397705, + 0.12034670263528824, + 0.29856568574905396, + 0.05431502312421799, + 0.11790761351585388, + 0.04482075572013855, + 0.030442969873547554, + 0.0700019896030426, + 0.043485093861818314 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.007647877559065819 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013406822690740228 + ], + "opposite_logprob_tokens": [ + -6.626340866088867 + ], + "logprob_reward": -0.0013406822690740228, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013406822690740228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054194964468479156, + 0.06916078180074692, + 0.06799627840518951, + 0.10387028753757477, + 0.25105246901512146, + 0.22093676030635834, + 0.09340907633304596, + 0.04504944011569023, + 0.03550267592072487, + 0.05882721021771431 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.0013406822690740228 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017146660247817636 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017146660247817636, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017146660247817636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09861662983894348, + 0.0593704916536808, + 0.0707441195845604, + 0.06639816612005234, + 0.27933722734451294, + 0.06827837228775024, + 0.04126210883259773, + 0.11207526922225952, + 0.07605236768722534, + 0.12786531448364258 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.0017146660247817636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430506095290184 + ], + "opposite_logprob_tokens": [ + -3.168050527572632 + ], + "logprob_reward": -0.0430506095290184, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430506095290184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19572609663009644, + 0.09742026031017303, + 0.04503219574689865, + 0.0444718673825264, + 0.21745431423187256, + 0.06495887786149979, + 0.03919109329581261, + 0.05057463049888611, + 0.08035001903772354, + 0.1648205667734146 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.0430506095290184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, overhead macro shot captures the smooth surface of a translucent, ruby-red hawthorn cake. Under soft, focused studio lighting, its gelatinous texture radiates a warm, luminous quality. Suddenly, tiny, almost invisible icing sugar crystals begin to emerge from a single point in the center of the frame, spreading outward at a speed that appears incredibly fluid and dreamlike in the high-frame rate footage. These pure white crystals grow not in a chaotic, chaotic manner, but with an elegant and organic manner, forming the delicate vines that are a hallmark of Art Nouveau style. They extend slender, curving branches and asymmetrical leaf structures, as if a living plant undergoing a silent, accelerated growth. Each newly formed icy vine shimmers delicately in the soft light, casting a faint, three-dimensional shadow on the translucent red cake beneath. The entire process unfolds as a quietly captivating, surreal visual poem, transforming the chemical processes of the microscopic world into a magical blossoming of artistic beauty.", + "seed": 30554, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_1/index_5370_seed_30554_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01543357796035707, + "vlm_logprob": -0.01543357796035707, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.01543357796035707, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024624783545732498 + ], + "opposite_logprob_tokens": [ + -3.774624824523926 + ], + "logprob_reward": -0.024624783545732498, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024624783545732498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13454169034957886, + 0.08597033470869064, + 0.03404482826590538, + 0.06269635260105133, + 0.042333122342824936, + 0.052627429366111755, + 0.3129066228866577, + 0.05895755812525749, + 0.18428951501846313, + 0.031632475554943085 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.024624783545732498 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007645866833627224 + ], + "opposite_logprob_tokens": [ + -4.882646083831787 + ], + "logprob_reward": -0.007645866833627224, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007645866833627224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20831558108329773, + 0.15538571774959564, + 0.04065718874335289, + 0.20988212525844574, + 0.04127388447523117, + 0.05938349664211273, + 0.052949897944927216, + 0.047695860266685486, + 0.16083823144435883, + 0.023618044331669807 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.007645866833627224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196846228092909 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.003196846228092909, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196846228092909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11313216388225555, + 0.10506787151098251, + 0.13715779781341553, + 0.3005734384059906, + 0.03305404260754585, + 0.11237377673387527, + 0.08245494961738586, + 0.032469164580106735, + 0.06636188924312592, + 0.017354808747768402 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.003196846228092909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036147984210401773 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036147984210401773, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036147984210401773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11025147140026093, + 0.08779869973659515, + 0.03467700630426407, + 0.12956683337688446, + 0.09809045493602753, + 0.1963321566581726, + 0.08169125020503998, + 0.0921604111790657, + 0.1249934583902359, + 0.044438205659389496 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.0036147984210401773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808559477329254 + ], + "opposite_logprob_tokens": [ + -3.288085699081421 + ], + "logprob_reward": -0.03808559477329254, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808559477329254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10614804923534393, + 0.06354890018701553, + 0.05564656853675842, + 0.07184906303882599, + 0.0685945376753807, + 0.06868444383144379, + 0.047415100038051605, + 0.2117912620306015, + 0.27010661363601685, + 0.03621544688940048 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.03808559477329254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning, overhead macro shot captures the smooth surface of a translucent, ruby-red hawthorn cake. Under soft, focused studio lighting, its gelatinous texture radiates a warm, luminous quality. Suddenly, tiny, almost invisible icing sugar crystals begin to emerge from a single point in the center of the frame, spreading outward at a speed that appears incredibly fluid and dreamlike in the high-frame rate footage. These pure white crystals grow not in a chaotic, chaotic manner, but with an elegant and organic manner, forming the delicate vines that are a hallmark of Art Nouveau style. They extend slender, curving branches and asymmetrical leaf structures, as if a living plant undergoing a silent, accelerated growth. Each newly formed icy vine shimmers delicately in the soft light, casting a faint, three-dimensional shadow on the translucent red cake beneath. The entire process unfolds as a quietly captivating, surreal visual poem, transforming the chemical processes of the microscopic world into a magical blossoming of artistic beauty.", + "seed": 30555, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_1/index_5370_seed_30555_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025151580199599267, + "vlm_logprob": -0.025151580199599267, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.025151580199599267, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06354678422212601 + ], + "opposite_logprob_tokens": [ + -2.813546895980835 + ], + "logprob_reward": -0.06354678422212601, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06354678422212601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15091760456562042, + 0.20210397243499756, + 0.07032933831214905, + 0.08589784801006317, + 0.0792650505900383, + 0.1985824704170227, + 0.033288296312093735, + 0.10074496269226074, + 0.038349449634552, + 0.04052100330591202 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.06354678422212601 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009804781526327133 + ], + "opposite_logprob_tokens": [ + -4.634804725646973 + ], + "logprob_reward": -0.009804781526327133, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009804781526327133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3113340437412262, + 0.05513415485620499, + 0.11648566275835037, + 0.07732714712619781, + 0.04871240258216858, + 0.14717601239681244, + 0.06568929553031921, + 0.08764678984880447, + 0.054259736090898514, + 0.03623474761843681 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.009804781526327133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017190692014992237 + ], + "opposite_logprob_tokens": [ + -6.376718997955322 + ], + "logprob_reward": -0.0017190692014992237, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017190692014992237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15183204412460327, + 0.07948579639196396, + 0.07893510162830353, + 0.10640905797481537, + 0.0644172951579094, + 0.2824466824531555, + 0.05173935741186142, + 0.06932833790779114, + 0.039225153625011444, + 0.07618118077516556 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0017190692014992237 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630487438291311 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630487438291311, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630487438291311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08391748368740082, + 0.06203996390104294, + 0.12398236989974976, + 0.0652918592095375, + 0.11285603046417236, + 0.16804805397987366, + 0.1600530594587326, + 0.04779485613107681, + 0.026435310021042824, + 0.14958105981349945 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.007630487438291311 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent, ruby-red hawthorn cake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned in an overhead macro shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do tiny white icing sugar crystals emerge from the center and spread outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the crystals form delicate vines with slender, curving branches and asymmetrical leaf structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the newly formed icy vines cast faint, three-dimensional shadows on the cake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043056778609752655 + ], + "opposite_logprob_tokens": [ + -3.1680567264556885 + ], + "logprob_reward": -0.043056778609752655, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043056778609752655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16796238720417023, + 0.06697382032871246, + 0.08990123867988586, + 0.07158499211072922, + 0.07662642002105713, + 0.20816995203495026, + 0.06293278932571411, + 0.1644226759672165, + 0.03363262489438057, + 0.057793036103248596 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.043056778609752655 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_10/index_tensor([7163, 7163])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_10/index_tensor([7163, 7163])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..79ea2b3f767a0b524cab5685e97557ac116bc087 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_10/index_tensor([7163, 7163])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up shot at eye level begins a slow, deliberate push-in, focusing on a figure with short, tousled auburn hair and a gentle, focused expression. They wear a simple, soft-knit cream sweater, providing a neutral canvas for the main subject. With both hands, they carefully hold a pair of whimsically oversized goggles crafted entirely from smooth modeling clay. The goggles are vibrant swirls of primary red, sunny yellow, and deep blue, blending seamlessly with a perfectly smooth matte finish that captures the soft light. As the camera moves closer, tracking the action, the figure steadily and deliberately lifts the thick clay goggles, their fingers carefully placed on the frame to avoid smudged surface. They gently place the goggles over their eyes, the thick clay strips gently clinging to their hair. In the background, a softly blurred artist's studio, the blurred shapes of wooden shelves and colorful art supplies create a creative and intimate backdrop. The entire scene is bathed in bright, even studio lighting that accentuates the clay’s tactile quality and saturated colors, creating a focused and captivating atmosphere of whimsy that captures the subtle act of handling an intriguing artwork.", + "seed": 9855, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_10/index_7163_seed_9855_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15511897578835487, + "vlm_logprob": -0.15511897578835487, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.15511897578835487, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06315068155527115 + ], + "opposite_logprob_tokens": [ + -3.188150644302368 + ], + "logprob_reward": -0.06315068155527115, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.06315068155527115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14431090652942657, + 0.10397421568632126, + 0.05186690390110016, + 0.2129332274198532, + 0.0638665109872818, + 0.094467893242836, + 0.09013015776872635, + 0.06382034718990326, + 0.11950923502445221, + 0.05512063577771187 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.06315068155527115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900552451610565 + ], + "opposite_logprob_tokens": [ + -2.579005479812622 + ], + "logprob_reward": -0.07900552451610565, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900552451610565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14054502546787262, + 0.22219091653823853, + 0.08743711560964584, + 0.13402919471263885, + 0.0362541601061821, + 0.042513635009527206, + 0.06435143947601318, + 0.08775066584348679, + 0.07958956807851791, + 0.10533830523490906 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.07900552451610565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761455297470093 + ], + "opposite_logprob_tokens": [ + -0.8261455297470093 + ], + "logprob_reward": -0.5761455297470093, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761455297470093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07448689639568329, + 0.12331634759902954, + 0.11601720750331879, + 0.3767574429512024, + 0.09306758642196655, + 0.08261290937662125, + 0.03321456536650658, + 0.04037386178970337, + 0.0247556883841753, + 0.035397518426179886 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.5761455297470093 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309525713324547 + ], + "opposite_logprob_tokens": [ + -3.168095350265503 + ], + "logprob_reward": -0.04309525713324547, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309525713324547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10576782375574112, + 0.14900751411914825, + 0.050229739397764206, + 0.22070425748825073, + 0.03940780088305473, + 0.08137979358434677, + 0.08859467506408691, + 0.05844179540872574, + 0.1546066254377365, + 0.051859963685274124 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.04309525713324547 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197885990142822 + ], + "opposite_logprob_tokens": [ + -4.264197826385498 + ], + "logprob_reward": -0.014197885990142822, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197885990142822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3397705852985382, + 0.0862426832318306, + 0.1070481613278389, + 0.11503423750400543, + 0.060264963656663895, + 0.11855427175760269, + 0.03833463042974472, + 0.03840145096182823, + 0.059606585651636124, + 0.0367424339056015 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.014197885990142822 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot at eye level begins a slow, deliberate push-in, focusing on a figure with short, tousled auburn hair and a gentle, focused expression. They wear a simple, soft-knit cream sweater, providing a neutral canvas for the main subject. With both hands, they carefully hold a pair of whimsically oversized goggles crafted entirely from smooth modeling clay. The goggles are vibrant swirls of primary red, sunny yellow, and deep blue, blending seamlessly with a perfectly smooth matte finish that captures the soft light. As the camera moves closer, tracking the action, the figure steadily and deliberately lifts the thick clay goggles, their fingers carefully placed on the frame to avoid smudged surface. They gently place the goggles over their eyes, the thick clay strips gently clinging to their hair. In the background, a softly blurred artist's studio, the blurred shapes of wooden shelves and colorful art supplies create a creative and intimate backdrop. The entire scene is bathed in bright, even studio lighting that accentuates the clay’s tactile quality and saturated colors, creating a focused and captivating atmosphere of whimsy that captures the subtle act of handling an intriguing artwork.", + "seed": 9856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_10/index_7163_seed_9856_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13060742802917957, + "vlm_logprob": -0.13060742802917957, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.13060742802917957, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03865266591310501 + ], + "opposite_logprob_tokens": [ + -3.9136526584625244 + ], + "logprob_reward": -0.03865266591310501, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.03865266591310501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13268771767616272, + 0.07502706348896027, + 0.08230005949735641, + 0.07272087037563324, + 0.13563305139541626, + 0.07993803173303604, + 0.10337120294570923, + 0.07243943959474564, + 0.10173379629850388, + 0.14414875209331512 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.03865266591310501 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799403429031372 + ], + "opposite_logprob_tokens": [ + -1.8049403429031372 + ], + "logprob_reward": -0.1799403429031372, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799403429031372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1508510261774063, + 0.074738509953022, + 0.14768660068511963, + 0.027168836444616318, + 0.037429410964250565, + 0.09575945138931274, + 0.06422240287065506, + 0.0510745644569397, + 0.10235356539487839, + 0.2487155795097351 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.1799403429031372 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31348681449890137 + ], + "opposite_logprob_tokens": [ + -1.3134868144989014 + ], + "logprob_reward": -0.31348681449890137, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31348681449890137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17643317580223083, + 0.09919963032007217, + 0.10722470283508301, + 0.04567447677254677, + 0.15297260880470276, + 0.04797303304076195, + 0.08762528002262115, + 0.03015846014022827, + 0.0788804218173027, + 0.173858180642128 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.31348681449890137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036811977624893 + ], + "opposite_logprob_tokens": [ + -2.350368022918701 + ], + "logprob_reward": -0.10036811977624893, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036811977624893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1542084813117981, + 0.09927191585302353, + 0.08167387545108795, + 0.08431389927864075, + 0.11203749477863312, + 0.12243689596652985, + 0.07306588441133499, + 0.06526535749435425, + 0.11203054338693619, + 0.09569563716650009 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.10036811977624893 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589197054505348 + ], + "opposite_logprob_tokens": [ + -3.8955891132354736 + ], + "logprob_reward": -0.020589197054505348, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589197054505348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19067317247390747, + 0.09596260637044907, + 0.08894091844558716, + 0.03837749734520912, + 0.15030920505523682, + 0.042983949184417725, + 0.09425349533557892, + 0.05027264356613159, + 0.06643000990152359, + 0.18179647624492645 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.020589197054505348 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot at eye level begins a slow, deliberate push-in, focusing on a figure with short, tousled auburn hair and a gentle, focused expression. They wear a simple, soft-knit cream sweater, providing a neutral canvas for the main subject. With both hands, they carefully hold a pair of whimsically oversized goggles crafted entirely from smooth modeling clay. The goggles are vibrant swirls of primary red, sunny yellow, and deep blue, blending seamlessly with a perfectly smooth matte finish that captures the soft light. As the camera moves closer, tracking the action, the figure steadily and deliberately lifts the thick clay goggles, their fingers carefully placed on the frame to avoid smudged surface. They gently place the goggles over their eyes, the thick clay strips gently clinging to their hair. In the background, a softly blurred artist's studio, the blurred shapes of wooden shelves and colorful art supplies create a creative and intimate backdrop. The entire scene is bathed in bright, even studio lighting that accentuates the clay’s tactile quality and saturated colors, creating a focused and captivating atmosphere of whimsy that captures the subtle act of handling an intriguing artwork.", + "seed": 9857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_10/index_7163_seed_9857_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04257375635206699, + "vlm_logprob": -0.04257375635206699, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.04257375635206699, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0346686877310276 + ], + "opposite_logprob_tokens": [ + -3.9096686840057373 + ], + "logprob_reward": -0.0346686877310276, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0346686877310276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011455130763351917, + 0.01226636953651905, + 0.0034275439102202654, + 0.0056411148980259895, + 0.010402761399745941, + 0.003310991683974862, + 0.9453218579292297, + 0.0020453420002013445, + 0.004058049526065588, + 0.0020707473158836365 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0346686877310276 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294693499803543 + ], + "opposite_logprob_tokens": [ + -2.2379469871520996 + ], + "logprob_reward": -0.11294693499803543, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294693499803543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.008007080294191837, + 0.032901108264923096, + 0.035239510238170624, + 0.007020796183496714, + 0.0028529497794806957, + 0.0035614725202322006, + 0.8952580690383911, + 0.013011946342885494, + 0.0010262797586619854, + 0.001120788510888815 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.11294693499803543 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038108546286821365 + ], + "opposite_logprob_tokens": [ + -3.2881085872650146 + ], + "logprob_reward": -0.038108546286821365, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038108546286821365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10695189237594604, + 0.06227623671293259, + 0.07623045891523361, + 0.08095195889472961, + 0.1131955087184906, + 0.024084648117423058, + 0.34477177262306213, + 0.16912859678268433, + 0.01240613590925932, + 0.010002772323787212 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.038108546286821365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607399806380272 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.01607399806380272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607399806380272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.007434797938913107, + 0.00666676415130496, + 0.008474466390907764, + 0.012027411721646786, + 0.005817544646561146, + 0.005900693126022816, + 0.9345896244049072, + 0.01624084636569023, + 0.0012569191167131066, + 0.0015909167705103755 + ], + "top_frames": [ + 6, + 7, + 3 + ], + "selected_reward": -0.01607399806380272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107061468064785 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.01107061468064785, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107061468064785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024370934814214706, + 0.012302099727094173, + 0.00917038507759571, + 0.0070119015872478485, + 0.007415912579745054, + 0.00319062452763319, + 0.9240815043449402, + 0.0033829794265329838, + 0.00457334890961647, + 0.00450030155479908 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.01107061468064785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot at eye level begins a slow, deliberate push-in, focusing on a figure with short, tousled auburn hair and a gentle, focused expression. They wear a simple, soft-knit cream sweater, providing a neutral canvas for the main subject. With both hands, they carefully hold a pair of whimsically oversized goggles crafted entirely from smooth modeling clay. The goggles are vibrant swirls of primary red, sunny yellow, and deep blue, blending seamlessly with a perfectly smooth matte finish that captures the soft light. As the camera moves closer, tracking the action, the figure steadily and deliberately lifts the thick clay goggles, their fingers carefully placed on the frame to avoid smudged surface. They gently place the goggles over their eyes, the thick clay strips gently clinging to their hair. In the background, a softly blurred artist's studio, the blurred shapes of wooden shelves and colorful art supplies create a creative and intimate backdrop. The entire scene is bathed in bright, even studio lighting that accentuates the clay’s tactile quality and saturated colors, creating a focused and captivating atmosphere of whimsy that captures the subtle act of handling an intriguing artwork.", + "seed": 9858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_10/index_7163_seed_9858_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04988234750926494, + "vlm_logprob": -0.04988234750926494, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.04988234750926494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08377107232809067 + ], + "opposite_logprob_tokens": [ + -2.958770990371704 + ], + "logprob_reward": -0.08377107232809067, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.08377107232809067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4526520073413849, + 0.04781874269247055, + 0.10840538144111633, + 0.04054591804742813, + 0.018409807235002518, + 0.025096170604228973, + 0.028052669018507004, + 0.05322523042559624, + 0.061074111610651016, + 0.16471993923187256 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.08377107232809067 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270575076341629 + ], + "opposite_logprob_tokens": [ + -2.1270575523376465 + ], + "logprob_reward": -0.1270575076341629, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270575076341629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2864704430103302, + 0.0769379511475563, + 0.13674543797969818, + 0.09799694269895554, + 0.036917079240083694, + 0.03370450809597969, + 0.033913858234882355, + 0.047285355627536774, + 0.12880700826644897, + 0.1212214007973671 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.1270575076341629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819608360528946 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.01819608360528946, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819608360528946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4032311737537384, + 0.04341224208474159, + 0.14458507299423218, + 0.06338491290807724, + 0.06037388741970062, + 0.04917456954717636, + 0.05184939503669739, + 0.0616350956261158, + 0.07286683470010757, + 0.04948679730296135 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.01819608360528946 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192337825894356 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192337825894356, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192337825894356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1303980052471161, + 0.036861252039670944, + 0.03480221703648567, + 0.03906598314642906, + 0.024261603131890297, + 0.047422364354133606, + 0.03796671703457832, + 0.09490303695201874, + 0.23452667891979218, + 0.31979209184646606 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.018192337825894356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a slow, deliberate push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure wearing a simple, soft-knit cream sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the figure hold and then place oversized goggles made of smooth modeling clay over their eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a softly blurred artist's studio with wooden shelves and colorful art supplies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021947361528873444 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021947361528873444, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021947361528873444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2111368626356125, + 0.06447482109069824, + 0.1389293670654297, + 0.085112065076828, + 0.05361966788768768, + 0.03478013724088669, + 0.15270963311195374, + 0.045730575919151306, + 0.1327984631061554, + 0.08070839196443558 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.0021947361528873444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_11/index_tensor([480, 480])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_11/index_tensor([480, 480])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..826428dbea490bcb26c6405bf64effd28a6f7dac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_11/index_tensor([480, 480])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "surreal slow-motion medium shot, filmed from a slightly upward angle, pans to the right with remarkable smoothness and stability, precisely following and capturing a meticulously sleek model car undergoing a devastating collision at a pace that seems almost frozen in time. The car's mirror-smooth metallic cherry red paintwork, illuminated by carefully placed, cool-toned light from multiple virtual softboxes, its Physically Based Rendering (PBR) material reflecting abstract light and shadow against the minimalist black background. As the collision unfolds, the vehicle's front bumper catastrophically caves in and twists, sending countless fragments of the car body blasting outward in a graceful yet violent ballet, suspended in mid-air. The metal hull is ripped into razor-edged, curling shards, the safety glass reduced to thousands of glittering particles that catch and refract light, and the intricate internal mechanical components are exposed and scatter. Every fragment is clearly visible, retaining its original PBR material textures—the brushed texture of metal, the matte surface of plastic, the refracted light of glass. These details are vividly portrayed under the precise lighting. The entire scene presents a calm yet shocking visual impact, perfectly blending the exquisiteness of industrial design with the violent aesthetic of destruction through top-notch CG rendering technology, creating a breathtaking visual symphony of the beauty of destruction.", + "seed": 25651, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_11/index_480_seed_25651_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11521661877632142, + "vlm_logprob": -0.11521661877632142, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.11521661877632142, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05609869211912155 + ], + "opposite_logprob_tokens": [ + -2.931098699569702 + ], + "logprob_reward": -0.05609869211912155, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05609869211912155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18501029908657074, + 0.18538859486579895, + 0.09818392246961594, + 0.07220235466957092, + 0.030837370082736015, + 0.06914275139570236, + 0.14229744672775269, + 0.1060742512345314, + 0.0441182442009449, + 0.06674472987651825 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.05609869211912155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156829059123993 + ], + "opposite_logprob_tokens": [ + -1.7015682458877563 + ], + "logprob_reward": -0.20156829059123993, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156829059123993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11414889991283417, + 0.055964987725019455, + 0.01914026588201523, + 0.03489048033952713, + 0.01753595843911171, + 0.04727970436215401, + 0.5593342185020447, + 0.04581243917346001, + 0.03773738816380501, + 0.0681556835770607 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.20156829059123993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329086884856224 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.02329086884856224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329086884856224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1797366440296173, + 0.22360174357891083, + 0.08436327427625656, + 0.09561725705862045, + 0.054397352039813995, + 0.08483382314443588, + 0.13302312791347504, + 0.0692504420876503, + 0.04791984707117081, + 0.02725655771791935 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.02329086884856224 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306545481085777 + ], + "opposite_logprob_tokens": [ + -3.1680655479431152 + ], + "logprob_reward": -0.04306545481085777, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306545481085777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15328526496887207, + 0.24914628267288208, + 0.14438755810260773, + 0.07471728324890137, + 0.04169442504644394, + 0.1603756546974182, + 0.05665791034698486, + 0.07306233793497086, + 0.019352441653609276, + 0.0273208636790514 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.04306545481085777 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25205978751182556 + ], + "opposite_logprob_tokens": [ + -1.502059817314148 + ], + "logprob_reward": -0.25205978751182556, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25205978751182556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2998896837234497, + 0.1664269119501114, + 0.03325219824910164, + 0.06780493259429932, + 0.029142891988158226, + 0.06950157880783081, + 0.09340652823448181, + 0.053012702614068985, + 0.05608312413096428, + 0.1314794421195984 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.25205978751182556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal slow-motion medium shot, filmed from a slightly upward angle, pans to the right with remarkable smoothness and stability, precisely following and capturing a meticulously sleek model car undergoing a devastating collision at a pace that seems almost frozen in time. The car's mirror-smooth metallic cherry red paintwork, illuminated by carefully placed, cool-toned light from multiple virtual softboxes, its Physically Based Rendering (PBR) material reflecting abstract light and shadow against the minimalist black background. As the collision unfolds, the vehicle's front bumper catastrophically caves in and twists, sending countless fragments of the car body blasting outward in a graceful yet violent ballet, suspended in mid-air. The metal hull is ripped into razor-edged, curling shards, the safety glass reduced to thousands of glittering particles that catch and refract light, and the intricate internal mechanical components are exposed and scatter. Every fragment is clearly visible, retaining its original PBR material textures—the brushed texture of metal, the matte surface of plastic, the refracted light of glass. These details are vividly portrayed under the precise lighting. The entire scene presents a calm yet shocking visual impact, perfectly blending the exquisiteness of industrial design with the violent aesthetic of destruction through top-notch CG rendering technology, creating a breathtaking visual symphony of the beauty of destruction.", + "seed": 25652, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_11/index_480_seed_25652_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07831260114908219, + "vlm_logprob": -0.07831260114908219, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.07831260114908219, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038805536925792694 + ], + "opposite_logprob_tokens": [ + -3.2888054847717285 + ], + "logprob_reward": -0.038805536925792694, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038805536925792694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13466572761535645, + 0.14006617665290833, + 0.02635790780186653, + 0.03946513682603836, + 0.16386181116104126, + 0.060400281101465225, + 0.07166410237550735, + 0.08613244444131851, + 0.06653925031423569, + 0.21084719896316528 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.038805536925792694 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705057859420776 + ], + "opposite_logprob_tokens": [ + -2.1270506381988525 + ], + "logprob_reward": -0.12705057859420776, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705057859420776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14834825694561005, + 0.0908777192234993, + 0.05387583747506142, + 0.030393781140446663, + 0.1228964626789093, + 0.08528777956962585, + 0.06452424824237823, + 0.06746607273817062, + 0.07033899426460266, + 0.2659909129142761 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.12705057859420776 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797280207276344 + ], + "opposite_logprob_tokens": [ + -3.529797315597534 + ], + "logprob_reward": -0.029797280207276344, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797280207276344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08368855714797974, + 0.15582086145877838, + 0.04102938249707222, + 0.030874047428369522, + 0.45803868770599365, + 0.05424414575099945, + 0.03710954636335373, + 0.0363139845430851, + 0.05219831317663193, + 0.05068241432309151 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.029797280207276344 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062384471297264 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062384471297264, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062384471297264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08131676912307739, + 0.2270173281431198, + 0.029083041474223137, + 0.03573741763830185, + 0.3559352457523346, + 0.03334544226527214, + 0.0536961555480957, + 0.11062778532505035, + 0.02040085941553116, + 0.0528399758040905 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.016062384471297264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17984722554683685 + ], + "opposite_logprob_tokens": [ + -1.804847240447998 + ], + "logprob_reward": -0.17984722554683685, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17984722554683685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13892748951911926, + 0.09932466596364975, + 0.03846266493201256, + 0.037624016404151917, + 0.39592212438583374, + 0.07488358020782471, + 0.041508372873067856, + 0.027287406846880913, + 0.031271085143089294, + 0.11478862166404724 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.17984722554683685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal slow-motion medium shot, filmed from a slightly upward angle, pans to the right with remarkable smoothness and stability, precisely following and capturing a meticulously sleek model car undergoing a devastating collision at a pace that seems almost frozen in time. The car's mirror-smooth metallic cherry red paintwork, illuminated by carefully placed, cool-toned light from multiple virtual softboxes, its Physically Based Rendering (PBR) material reflecting abstract light and shadow against the minimalist black background. As the collision unfolds, the vehicle's front bumper catastrophically caves in and twists, sending countless fragments of the car body blasting outward in a graceful yet violent ballet, suspended in mid-air. The metal hull is ripped into razor-edged, curling shards, the safety glass reduced to thousands of glittering particles that catch and refract light, and the intricate internal mechanical components are exposed and scatter. Every fragment is clearly visible, retaining its original PBR material textures—the brushed texture of metal, the matte surface of plastic, the refracted light of glass. These details are vividly portrayed under the precise lighting. The entire scene presents a calm yet shocking visual impact, perfectly blending the exquisiteness of industrial design with the violent aesthetic of destruction through top-notch CG rendering technology, creating a breathtaking visual symphony of the beauty of destruction.", + "seed": 25653, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_11/index_480_seed_25653_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05098686907440424, + "vlm_logprob": -0.05098686907440424, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.05098686907440424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01669718138873577 + ], + "opposite_logprob_tokens": [ + -4.141697406768799 + ], + "logprob_reward": -0.01669718138873577, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01669718138873577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09595919400453568, + 0.07746677100658417, + 0.051446761935949326, + 0.17148301005363464, + 0.06664454936981201, + 0.07233945280313492, + 0.10239233821630478, + 0.12050033360719681, + 0.1330699920654297, + 0.10869757831096649 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.01669718138873577 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205131113529205 + ], + "opposite_logprob_tokens": [ + -2.812051296234131 + ], + "logprob_reward": -0.06205131113529205, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205131113529205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03237009793519974, + 0.02546047419309616, + 0.01748342253267765, + 0.03757662698626518, + 0.053433556109666824, + 0.04459572210907936, + 0.02939784526824951, + 0.04840541630983353, + 0.06547104567289352, + 0.6458057761192322 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.06205131113529205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075212620198727 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011075212620198727, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075212620198727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11110099405050278, + 0.03132636845111847, + 0.051241666078567505, + 0.13044320046901703, + 0.16544005274772644, + 0.04846418276429176, + 0.06114018335938454, + 0.1718645840883255, + 0.06762593984603882, + 0.16135284304618835 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.011075212620198727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809156268835068 + ], + "opposite_logprob_tokens": [ + -3.2880916595458984 + ], + "logprob_reward": -0.03809156268835068, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809156268835068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05357283726334572, + 0.04838209226727486, + 0.13738195598125458, + 0.21416425704956055, + 0.27014461159706116, + 0.03913813456892967, + 0.04891969636082649, + 0.05985663831233978, + 0.05143406614661217, + 0.07700567692518234 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.03809156268835068 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701907753944397 + ], + "opposite_logprob_tokens": [ + -2.127019166946411 + ], + "logprob_reward": -0.12701907753944397, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701907753944397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0438733845949173, + 0.05683552473783493, + 0.05244848132133484, + 0.07622088491916656, + 0.4140198230743408, + 0.16207383573055267, + 0.09914908558130264, + 0.023070627823472023, + 0.050262194126844406, + 0.022046124562621117 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.12701907753944397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal slow-motion medium shot, filmed from a slightly upward angle, pans to the right with remarkable smoothness and stability, precisely following and capturing a meticulously sleek model car undergoing a devastating collision at a pace that seems almost frozen in time. The car's mirror-smooth metallic cherry red paintwork, illuminated by carefully placed, cool-toned light from multiple virtual softboxes, its Physically Based Rendering (PBR) material reflecting abstract light and shadow against the minimalist black background. As the collision unfolds, the vehicle's front bumper catastrophically caves in and twists, sending countless fragments of the car body blasting outward in a graceful yet violent ballet, suspended in mid-air. The metal hull is ripped into razor-edged, curling shards, the safety glass reduced to thousands of glittering particles that catch and refract light, and the intricate internal mechanical components are exposed and scatter. Every fragment is clearly visible, retaining its original PBR material textures—the brushed texture of metal, the matte surface of plastic, the refracted light of glass. These details are vividly portrayed under the precise lighting. The entire scene presents a calm yet shocking visual impact, perfectly blending the exquisiteness of industrial design with the violent aesthetic of destruction through top-notch CG rendering technology, creating a breathtaking visual symphony of the beauty of destruction.", + "seed": 25654, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_11/index_480_seed_25654_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06922261379659175, + "vlm_logprob": -0.06922261379659175, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.06922261379659175, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018999142572283745 + ], + "opposite_logprob_tokens": [ + -4.018999099731445 + ], + "logprob_reward": -0.018999142572283745, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018999142572283745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060550492256879807, + 0.1089591383934021, + 0.04486440122127533, + 0.12893110513687134, + 0.046164512634277344, + 0.0639515295624733, + 0.12940658628940582, + 0.2532612383365631, + 0.08721038699150085, + 0.07670065015554428 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.018999142572283745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032498836517334 + ], + "opposite_logprob_tokens": [ + -2.350325107574463 + ], + "logprob_reward": -0.10032498836517334, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032498836517334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05612757429480553, + 0.07620342820882797, + 0.08680996298789978, + 0.12159144878387451, + 0.023648293688893318, + 0.029015319421887398, + 0.06796354055404663, + 0.1889668107032776, + 0.10691215842962265, + 0.24276146292686462 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.10032498836517334 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205827746540308 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205827746540308, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205827746540308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09495217353105545, + 0.05460846796631813, + 0.08117146044969559, + 0.11588618159294128, + 0.03366779536008835, + 0.22413325309753418, + 0.08050516992807388, + 0.13167186081409454, + 0.13548171520233154, + 0.047921907156705856 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.0205827746540308 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343291625380516 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343291625380516, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343291625380516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05812088027596474, + 0.05452394112944603, + 0.09108760952949524, + 0.22344925999641418, + 0.19716012477874756, + 0.03143871948122978, + 0.0778830274939537, + 0.1317729651927948, + 0.07878991961479187, + 0.055773571133613586 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.026343291625380516 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek model car with mirror-smooth metallic cherry red paintwork?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car undergoing a collision where the front bumper caves in and twists?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the car fragments suspended in mid-air in a slow-motion sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist black environment with cool-toned lighting from virtual softboxes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan smoothly to the right while filming from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798628717660904 + ], + "opposite_logprob_tokens": [ + -1.8048628568649292 + ], + "logprob_reward": -0.1798628717660904, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798628717660904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07640627771615982, + 0.07093983888626099, + 0.24479003250598907, + 0.06670510768890381, + 0.08318956941366196, + 0.15784084796905518, + 0.08418243378400803, + 0.10092496871948242, + 0.06862472742795944, + 0.046396221965551376 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.1798628717660904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_12/index_tensor([253, 253])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_12/index_tensor([253, 253])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0f58b41747d2f66b5c0e136e7ddd86a875307edc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_12/index_tensor([253, 253])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, sideways tracking shot, moving with powerful speed, closely follows the legendary Monkey King. He clad in an intricately carved, radiant golden armor, intricately carved with cloud patterns and mythical beasts. The shoulder armor stood majestically, reflecting a dazzling light at high speed. Two slender pheasant feathers, atop his signature phoenix-winged purple-gold crown, stretched straight back in the strong wind, while his crimson cape billowed and rustled behind him like a blazing flame. The Monkey King's gaze was piercing, his expression resolute. He leaned forward slightly, his body clenched in a breathtaking gesture, one hand tightly grasping the heavy, gleaming golden cudgel, its two golden hoops gleaming in the sunlight. Below him, a boundless, rolling sea of thick white clouds rose and fell like mountains, with deep canyons and towering peaks interlaced, creating a majestic and vast three-dimensional effect. Brilliant sunlight streams down from the deep azure sky, illuminating the summit of the sea of clouds, casting a golden halo and accentuating the splendor of the Monkey King's golden hair and armor. The entire scene, vibrant and saturated in color, exudes an epic grandeur and unstoppable dynamic power, perfectly capturing the majesty and swiftness of the war god, galloping freely across the celestial realms.", + "seed": 10525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_12/index_253_seed_10525_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10241630896925927, + "vlm_logprob": -0.10241630896925927, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.10241630896925927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3146646320819855 + ], + "opposite_logprob_tokens": [ + -1.314664602279663 + ], + "logprob_reward": -0.3146646320819855, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3146646320819855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39813798666000366, + 0.05382596701383591, + 0.07290560007095337, + 0.04281628131866455, + 0.04420467093586922, + 0.06508276611566544, + 0.03835032880306244, + 0.08977504819631577, + 0.11013475060462952, + 0.08476659655570984 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.3146646320819855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048671357333660126 + ], + "opposite_logprob_tokens": [ + -3.048671245574951 + ], + "logprob_reward": -0.048671357333660126, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048671357333660126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21106256544589996, + 0.08166836202144623, + 0.39015260338783264, + 0.048231493681669235, + 0.040318336337804794, + 0.034387681633234024, + 0.0538720041513443, + 0.057099584490060806, + 0.02282518334686756, + 0.060382213443517685 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.048671357333660126 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038088005036115646 + ], + "opposite_logprob_tokens": [ + -3.288088083267212 + ], + "logprob_reward": -0.038088005036115646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038088005036115646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23966078460216522, + 0.12513798475265503, + 0.2302437126636505, + 0.07291243225336075, + 0.056816328316926956, + 0.03823709860444069, + 0.04552198946475983, + 0.07365702837705612, + 0.07243138551712036, + 0.045381221920251846 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.038088005036115646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202162057161331 + ], + "opposite_logprob_tokens": [ + -2.8120217323303223 + ], + "logprob_reward": -0.06202162057161331, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202162057161331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3079287111759186, + 0.05135742574930191, + 0.04766468703746796, + 0.09881559014320374, + 0.09540542960166931, + 0.055316708981990814, + 0.1140328198671341, + 0.0786675438284874, + 0.05736823379993439, + 0.09344284981489182 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.06202162057161331 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863592982292175 + ], + "opposite_logprob_tokens": [ + -3.048635959625244 + ], + "logprob_reward": -0.04863592982292175, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863592982292175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3456472158432007, + 0.061195287853479385, + 0.0699850395321846, + 0.045911818742752075, + 0.14001956582069397, + 0.05304081365466118, + 0.10557480156421661, + 0.12144225090742111, + 0.037587784230709076, + 0.01959543488919735 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.04863592982292175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, sideways tracking shot, moving with powerful speed, closely follows the legendary Monkey King. He clad in an intricately carved, radiant golden armor, intricately carved with cloud patterns and mythical beasts. The shoulder armor stood majestically, reflecting a dazzling light at high speed. Two slender pheasant feathers, atop his signature phoenix-winged purple-gold crown, stretched straight back in the strong wind, while his crimson cape billowed and rustled behind him like a blazing flame. The Monkey King's gaze was piercing, his expression resolute. He leaned forward slightly, his body clenched in a breathtaking gesture, one hand tightly grasping the heavy, gleaming golden cudgel, its two golden hoops gleaming in the sunlight. Below him, a boundless, rolling sea of thick white clouds rose and fell like mountains, with deep canyons and towering peaks interlaced, creating a majestic and vast three-dimensional effect. Brilliant sunlight streams down from the deep azure sky, illuminating the summit of the sea of clouds, casting a golden halo and accentuating the splendor of the Monkey King's golden hair and armor. The entire scene, vibrant and saturated in color, exudes an epic grandeur and unstoppable dynamic power, perfectly capturing the majesty and swiftness of the war god, galloping freely across the celestial realms.", + "seed": 10526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_12/index_253_seed_10526_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1241292379796505, + "vlm_logprob": -0.1241292379796505, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.1241292379796505, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4297255575656891 + ], + "opposite_logprob_tokens": [ + -1.0547255277633667 + ], + "logprob_reward": -0.4297255575656891, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4297255575656891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11462969332933426, + 0.08040200918912888, + 0.031530994921922684, + 0.06730863451957703, + 0.10768637806177139, + 0.038766782730817795, + 0.08601833879947662, + 0.043774258345365524, + 0.4031727612018585, + 0.02671014703810215 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.4297255575656891 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867181181907654 + ], + "opposite_logprob_tokens": [ + -3.0486717224121094 + ], + "logprob_reward": -0.04867181181907654, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867181181907654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.166166290640831, + 0.14858171343803406, + 0.06217103824019432, + 0.06458021700382233, + 0.14346735179424286, + 0.06789857149124146, + 0.02359660156071186, + 0.16372837126255035, + 0.11812856793403625, + 0.041681256145238876 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.04867181181907654 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203584745526314 + ], + "opposite_logprob_tokens": [ + -2.8120357990264893 + ], + "logprob_reward": -0.06203584745526314, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203584745526314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23797841370105743, + 0.09097427874803543, + 0.06305541843175888, + 0.06671681255102158, + 0.20675179362297058, + 0.06840847432613373, + 0.019134698435664177, + 0.08223278820514679, + 0.12682265043258667, + 0.03792461007833481 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.06203584745526314 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203316152095795 + ], + "opposite_logprob_tokens": [ + -2.812033176422119 + ], + "logprob_reward": -0.06203316152095795, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203316152095795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08662799000740051, + 0.05453108623623848, + 0.04811674356460571, + 0.08978980034589767, + 0.2093716263771057, + 0.08063853532075882, + 0.05767390877008438, + 0.2750328481197357, + 0.046835921704769135, + 0.05138153210282326 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.06203316152095795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179811537265778 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.018179811537265778, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018179811537265778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22523543238639832, + 0.04796047881245613, + 0.05179130658507347, + 0.07349903136491776, + 0.033309925347566605, + 0.1815611571073532, + 0.04403076693415642, + 0.05337541177868843, + 0.2582795321941376, + 0.030956905335187912 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.018179811537265778 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, sideways tracking shot, moving with powerful speed, closely follows the legendary Monkey King. He clad in an intricately carved, radiant golden armor, intricately carved with cloud patterns and mythical beasts. The shoulder armor stood majestically, reflecting a dazzling light at high speed. Two slender pheasant feathers, atop his signature phoenix-winged purple-gold crown, stretched straight back in the strong wind, while his crimson cape billowed and rustled behind him like a blazing flame. The Monkey King's gaze was piercing, his expression resolute. He leaned forward slightly, his body clenched in a breathtaking gesture, one hand tightly grasping the heavy, gleaming golden cudgel, its two golden hoops gleaming in the sunlight. Below him, a boundless, rolling sea of thick white clouds rose and fell like mountains, with deep canyons and towering peaks interlaced, creating a majestic and vast three-dimensional effect. Brilliant sunlight streams down from the deep azure sky, illuminating the summit of the sea of clouds, casting a golden halo and accentuating the splendor of the Monkey King's golden hair and armor. The entire scene, vibrant and saturated in color, exudes an epic grandeur and unstoppable dynamic power, perfectly capturing the majesty and swiftness of the war god, galloping freely across the celestial realms.", + "seed": 10527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_12/index_253_seed_10527_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.22438196204602717, + "vlm_logprob": -0.22438196204602717, + "vlm_yes_no_margin": 2.2499999523162844, + "vlm_token_credit": -0.22438196204602717, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.758588433265686 + ], + "opposite_logprob_tokens": [ + -0.633588433265686 + ], + "logprob_reward": -0.758588433265686, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.758588433265686, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11867909878492355, + 0.02353586070239544, + 0.04344571754336357, + 0.06410716474056244, + 0.27008503675460815, + 0.2587570548057556, + 0.03362231329083443, + 0.04753505438566208, + 0.11732687056064606, + 0.022905780002474785 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.758588433265686 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521061897277832 + ], + "opposite_logprob_tokens": [ + -1.5021061897277832 + ], + "logprob_reward": -0.2521061897277832, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521061897277832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15424764156341553, + 0.07118455320596695, + 0.09886661916971207, + 0.048048362135887146, + 0.3248637020587921, + 0.057680483907461166, + 0.044845301657915115, + 0.04108089581131935, + 0.09849004447460175, + 0.060692425817251205 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.2521061897277832 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809351474046707 + ], + "opposite_logprob_tokens": [ + -3.2880935668945312 + ], + "logprob_reward": -0.03809351474046707, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809351474046707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09618457406759262, + 0.05920951068401337, + 0.07158730179071426, + 0.0429878868162632, + 0.5572789311408997, + 0.035105593502521515, + 0.03189246356487274, + 0.029422931373119354, + 0.032842185348272324, + 0.04348859563469887 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.03809351474046707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494256317615509 + ], + "opposite_logprob_tokens": [ + -2.9299426078796387 + ], + "logprob_reward": -0.05494256317615509, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494256317615509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030489567667245865, + 0.045486535876989365, + 0.03613724187016487, + 0.035982780158519745, + 0.7936847805976868, + 0.025157589465379715, + 0.006085838656872511, + 0.006581450812518597, + 0.013224159367382526, + 0.007170006167143583 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.05494256317615509 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179109320044518 + ], + "opposite_logprob_tokens": [ + -4.018178939819336 + ], + "logprob_reward": -0.018179109320044518, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018179109320044518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14296771585941315, + 0.03135628625750542, + 0.16002652049064636, + 0.03370450809597969, + 0.2016105353832245, + 0.0848148912191391, + 0.021551087498664856, + 0.057818952947854996, + 0.09848050028085709, + 0.16766901314258575 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.018179109320044518 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, sideways tracking shot, moving with powerful speed, closely follows the legendary Monkey King. He clad in an intricately carved, radiant golden armor, intricately carved with cloud patterns and mythical beasts. The shoulder armor stood majestically, reflecting a dazzling light at high speed. Two slender pheasant feathers, atop his signature phoenix-winged purple-gold crown, stretched straight back in the strong wind, while his crimson cape billowed and rustled behind him like a blazing flame. The Monkey King's gaze was piercing, his expression resolute. He leaned forward slightly, his body clenched in a breathtaking gesture, one hand tightly grasping the heavy, gleaming golden cudgel, its two golden hoops gleaming in the sunlight. Below him, a boundless, rolling sea of thick white clouds rose and fell like mountains, with deep canyons and towering peaks interlaced, creating a majestic and vast three-dimensional effect. Brilliant sunlight streams down from the deep azure sky, illuminating the summit of the sea of clouds, casting a golden halo and accentuating the splendor of the Monkey King's golden hair and armor. The entire scene, vibrant and saturated in color, exudes an epic grandeur and unstoppable dynamic power, perfectly capturing the majesty and swiftness of the war god, galloping freely across the celestial realms.", + "seed": 10528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_12/index_253_seed_10528_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16082072891294957, + "vlm_logprob": -0.16082072891294957, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.16082072891294957, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5769152045249939 + ], + "opposite_logprob_tokens": [ + -0.8269152045249939 + ], + "logprob_reward": -0.5769152045249939, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5769152045249939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14475007355213165, + 0.13067561388015747, + 0.044974345713853836, + 0.06453801691532135, + 0.05054663494229317, + 0.0335310734808445, + 0.0696692168712616, + 0.23175431787967682, + 0.1639081835746765, + 0.06565254926681519 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.5769152045249939 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003262847661972 + ], + "opposite_logprob_tokens": [ + -2.3503262996673584 + ], + "logprob_reward": -0.1003262847661972, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003262847661972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16854088008403778, + 0.2867073118686676, + 0.06319327652454376, + 0.04859312251210213, + 0.05734242498874664, + 0.045873839408159256, + 0.0424066036939621, + 0.06096811592578888, + 0.07844661176204681, + 0.14792783558368683 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.1003262847661972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494775250554085 + ], + "opposite_logprob_tokens": [ + -2.929947853088379 + ], + "logprob_reward": -0.05494775250554085, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494775250554085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1982830911874771, + 0.25606900453567505, + 0.05581403896212578, + 0.06573626399040222, + 0.10183672606945038, + 0.031607721000909805, + 0.03927634283900261, + 0.10705476999282837, + 0.05901944637298584, + 0.0853026956319809 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.05494775250554085 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863797500729561 + ], + "opposite_logprob_tokens": [ + -3.048637866973877 + ], + "logprob_reward": -0.04863797500729561, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863797500729561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1455516666173935, + 0.12496127188205719, + 0.06439511477947235, + 0.05977245047688484, + 0.039654653519392014, + 0.10170536488294601, + 0.046360719949007034, + 0.06252048909664154, + 0.04197577387094498, + 0.3131025433540344 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.04863797500729561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a sideways tracking shot that moves with powerful speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character wearing intricately carved golden armor featuring cloud patterns and mythical beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two slender pheasant feathers visible stretching straight back from a purple-gold crown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a heavy golden cudgel with two gleaming golden hoops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a boundless sea of thick white clouds with deep canyons and towering peaks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023276427760720253 + ], + "opposite_logprob_tokens": [ + -3.7732763290405273 + ], + "logprob_reward": -0.023276427760720253, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023276427760720253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1678517907857895, + 0.13311858475208282, + 0.06895875930786133, + 0.08838621526956558, + 0.12161135673522949, + 0.07205961644649506, + 0.03384985029697418, + 0.03153342753648758, + 0.09804679453372955, + 0.1845836490392685 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.023276427760720253 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_13/index_tensor([7761, 7761])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_13/index_tensor([7761, 7761])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b7f133ab8b4b5115ff0a3c768270356ab2831343 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_13/index_tensor([7761, 7761])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "During golden hour, a sweeping wide-angle shot, like a drone shot, slowly approaches a vast, misty river valley. Dominating the frame is a massive suspension bridge, its weathered steel cables stretching into the distance, its wooden walkway showing the signs of age. A lone man with distinctly East Asian features, seemingly in his 30s, stands near the center of the bridge, his figure a solitary silhouette against the vast landscape. He has sharp, contemplative eyes and short, neatly cropped black hair, slightly tousled by the persistent wind. He wears a charcoal-gray wool coat, its lapels and ruffles fluttering gently in the breeze, revealing the collar of a simple white shirt beneath. His posture is immovable, one hand resting lightly on the cold, rusted steel guardrail, the other tucked into his coat pocket. He gazes out over the valley, his expression a blend of quiet contemplation and deep introspection. In the distance, a silvery river meanders through a dense, dark-green pine forest. The low-angle afternoon sunlight casts long, dramatic shadows across the valley and shimmers across the lake, creating a high-contrast scene with deep shadows and bright highlights. The overall atmosphere is one of profound, quiet solitude and the overwhelming majesty of nature.", + "seed": 22241, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_13/index_7761_seed_22241_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2774889430962503, + "vlm_logprob": -0.2774889430962503, + "vlm_yes_no_margin": 2.650000011920929, + "vlm_token_credit": -0.2774889430962503, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2261953353881836 + ], + "opposite_logprob_tokens": [ + -0.35119539499282837 + ], + "logprob_reward": -1.2261953353881836, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.2261953353881836, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.26718825101852417, + 0.0736285150051117, + 0.03566466644406319, + 0.069564588367939, + 0.09612268209457397, + 0.033499814569950104, + 0.037825461477041245, + 0.0691065639257431, + 0.2051730901002884, + 0.11222639679908752 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -1.2261953353881836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03816569223999977 + ], + "opposite_logprob_tokens": [ + -3.288165807723999 + ], + "logprob_reward": -0.03816569223999977, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03816569223999977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1923765242099762, + 0.07970233261585236, + 0.08798877149820328, + 0.06803193688392639, + 0.056395482271909714, + 0.031942129135131836, + 0.04310065135359764, + 0.0466906912624836, + 0.07405513525009155, + 0.31971633434295654 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.03816569223999977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059562805108726025 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.0059562805108726025, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059562805108726025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15361975133419037, + 0.06297533214092255, + 0.03635195270180702, + 0.03833398595452309, + 0.09305229783058167, + 0.03287718445062637, + 0.02703114226460457, + 0.0740886852145195, + 0.21195775270462036, + 0.2697119414806366 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0059562805108726025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038133446127176285 + ], + "opposite_logprob_tokens": [ + -3.288133382797241 + ], + "logprob_reward": -0.038133446127176285, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038133446127176285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07402149587869644, + 0.02281736396253109, + 0.019287405535578728, + 0.022993553429841995, + 0.058619409799575806, + 0.03637657314538956, + 0.03446606174111366, + 0.05585205927491188, + 0.4178408980369568, + 0.25772523880004883 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.038133446127176285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899396121501923 + ], + "opposite_logprob_tokens": [ + -2.578994035720825 + ], + "logprob_reward": -0.07899396121501923, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899396121501923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18917125463485718, + 0.05652625113725662, + 0.04347062110900879, + 0.056149668991565704, + 0.20480242371559143, + 0.05481144040822983, + 0.03910760581493378, + 0.07806296646595001, + 0.06284848600625992, + 0.21504928171634674 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.07899396121501923 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "During golden hour, a sweeping wide-angle shot, like a drone shot, slowly approaches a vast, misty river valley. Dominating the frame is a massive suspension bridge, its weathered steel cables stretching into the distance, its wooden walkway showing the signs of age. A lone man with distinctly East Asian features, seemingly in his 30s, stands near the center of the bridge, his figure a solitary silhouette against the vast landscape. He has sharp, contemplative eyes and short, neatly cropped black hair, slightly tousled by the persistent wind. He wears a charcoal-gray wool coat, its lapels and ruffles fluttering gently in the breeze, revealing the collar of a simple white shirt beneath. His posture is immovable, one hand resting lightly on the cold, rusted steel guardrail, the other tucked into his coat pocket. He gazes out over the valley, his expression a blend of quiet contemplation and deep introspection. In the distance, a silvery river meanders through a dense, dark-green pine forest. The low-angle afternoon sunlight casts long, dramatic shadows across the valley and shimmers across the lake, creating a high-contrast scene with deep shadows and bright highlights. The overall atmosphere is one of profound, quiet solitude and the overwhelming majesty of nature.", + "seed": 22242, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_13/index_7761_seed_22242_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12294933265075088, + "vlm_logprob": -0.12294933265075088, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.12294933265075088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5276955962181091 + ], + "opposite_logprob_tokens": [ + -0.9026955962181091 + ], + "logprob_reward": -0.5276955962181091, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5276955962181091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08326875418424606, + 0.65357905626297, + 0.037937115877866745, + 0.034495528787374496, + 0.013654612936079502, + 0.03657188639044762, + 0.03489265963435173, + 0.022797081619501114, + 0.02332271635532379, + 0.059480588883161545 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.5276955962181091 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023322198539972305 + ], + "opposite_logprob_tokens": [ + -3.773322105407715 + ], + "logprob_reward": -0.023322198539972305, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023322198539972305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05416737124323845, + 0.8510430455207825, + 0.019099161028862, + 0.02121531032025814, + 0.017457885667681694, + 0.005872133653610945, + 0.005784128326922655, + 0.0038180926349014044, + 0.010526440106332302, + 0.0110164238139987 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.023322198539972305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067384387366473675 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.0067384387366473675, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067384387366473675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05199432000517845, + 0.6704903244972229, + 0.022281581535935402, + 0.03860044106841087, + 0.027249809354543686, + 0.03996272757649422, + 0.03743404895067215, + 0.015001907013356686, + 0.03787652775645256, + 0.05910826846957207 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0067384387366473675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298323154449463 + ], + "opposite_logprob_tokens": [ + -3.7732982635498047 + ], + "logprob_reward": -0.023298323154449463, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298323154449463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026818808168172836, + 0.7845047116279602, + 0.02968207374215126, + 0.015147989615797997, + 0.015937818214297295, + 0.015290481969714165, + 0.03348005190491676, + 0.01209484227001667, + 0.03222227841615677, + 0.03482092171907425 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.023298323154449463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369210660457611 + ], + "opposite_logprob_tokens": [ + -3.4086921215057373 + ], + "logprob_reward": -0.03369210660457611, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369210660457611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07700777798891068, + 0.7416413426399231, + 0.059202175587415695, + 0.017201440408825874, + 0.031215287744998932, + 0.015910368412733078, + 0.02342774160206318, + 0.013050784356892109, + 0.009804344736039639, + 0.011538664810359478 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03369210660457611 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "During golden hour, a sweeping wide-angle shot, like a drone shot, slowly approaches a vast, misty river valley. Dominating the frame is a massive suspension bridge, its weathered steel cables stretching into the distance, its wooden walkway showing the signs of age. A lone man with distinctly East Asian features, seemingly in his 30s, stands near the center of the bridge, his figure a solitary silhouette against the vast landscape. He has sharp, contemplative eyes and short, neatly cropped black hair, slightly tousled by the persistent wind. He wears a charcoal-gray wool coat, its lapels and ruffles fluttering gently in the breeze, revealing the collar of a simple white shirt beneath. His posture is immovable, one hand resting lightly on the cold, rusted steel guardrail, the other tucked into his coat pocket. He gazes out over the valley, his expression a blend of quiet contemplation and deep introspection. In the distance, a silvery river meanders through a dense, dark-green pine forest. The low-angle afternoon sunlight casts long, dramatic shadows across the valley and shimmers across the lake, creating a high-contrast scene with deep shadows and bright highlights. The overall atmosphere is one of profound, quiet solitude and the overwhelming majesty of nature.", + "seed": 22243, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_13/index_7761_seed_22243_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.24328490672633052, + "vlm_logprob": -0.24328490672633052, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.24328490672633052, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.138657808303833 + ], + "opposite_logprob_tokens": [ + -0.3886577785015106 + ], + "logprob_reward": -1.138657808303833, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.138657808303833, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4058440327644348, + 0.1096457690000534, + 0.041460808366537094, + 0.03983766958117485, + 0.0411122627556324, + 0.0356946662068367, + 0.013823202811181545, + 0.02052062749862671, + 0.054613448679447174, + 0.23744754493236542 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -1.138657808303833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020616639405488968 + ], + "opposite_logprob_tokens": [ + -3.8956165313720703 + ], + "logprob_reward": -0.020616639405488968, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020616639405488968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.414337694644928, + 0.15588481724262238, + 0.10442126542329788, + 0.04004950076341629, + 0.03876533359289169, + 0.02561640553176403, + 0.019544361159205437, + 0.06721289455890656, + 0.04094923287630081, + 0.09321843087673187 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.020616639405488968 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052565219812095165 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.0052565219812095165, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052565219812095165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15510088205337524, + 0.09898020327091217, + 0.07704813778400421, + 0.08340224623680115, + 0.06486985087394714, + 0.08510236442089081, + 0.05263674631714821, + 0.03665116801857948, + 0.041853781789541245, + 0.30435460805892944 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0052565219812095165 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200648948550224 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.018200648948550224, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018200648948550224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23833806812763214, + 0.07664160430431366, + 0.1070345938205719, + 0.10260489583015442, + 0.08665330708026886, + 0.18317313492298126, + 0.027563177049160004, + 0.037063371390104294, + 0.06481325626373291, + 0.07611453533172607 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.018200648948550224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369291499257088 + ], + "opposite_logprob_tokens": [ + -3.4086928367614746 + ], + "logprob_reward": -0.03369291499257088, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369291499257088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1895722597837448, + 0.08497126400470734, + 0.044621504843235016, + 0.04302646964788437, + 0.03315088525414467, + 0.022717799991369247, + 0.033022619783878326, + 0.029589232057332993, + 0.03166280314326286, + 0.48766517639160156 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.03369291499257088 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "During golden hour, a sweeping wide-angle shot, like a drone shot, slowly approaches a vast, misty river valley. Dominating the frame is a massive suspension bridge, its weathered steel cables stretching into the distance, its wooden walkway showing the signs of age. A lone man with distinctly East Asian features, seemingly in his 30s, stands near the center of the bridge, his figure a solitary silhouette against the vast landscape. He has sharp, contemplative eyes and short, neatly cropped black hair, slightly tousled by the persistent wind. He wears a charcoal-gray wool coat, its lapels and ruffles fluttering gently in the breeze, revealing the collar of a simple white shirt beneath. His posture is immovable, one hand resting lightly on the cold, rusted steel guardrail, the other tucked into his coat pocket. He gazes out over the valley, his expression a blend of quiet contemplation and deep introspection. In the distance, a silvery river meanders through a dense, dark-green pine forest. The low-angle afternoon sunlight casts long, dramatic shadows across the valley and shimmers across the lake, creating a high-contrast scene with deep shadows and bright highlights. The overall atmosphere is one of profound, quiet solitude and the overwhelming majesty of nature.", + "seed": 22244, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_13/index_7761_seed_22244_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09014171296730637, + "vlm_logprob": -0.09014171296730637, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.09014171296730637, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3515683710575104 + ], + "opposite_logprob_tokens": [ + -1.226568341255188 + ], + "logprob_reward": -0.3515683710575104, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3515683710575104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16077382862567902, + 0.05049103870987892, + 0.05118205025792122, + 0.05369241163134575, + 0.04018251225352287, + 0.044755786657333374, + 0.4046398401260376, + 0.09883438050746918, + 0.043466005474328995, + 0.051982175558805466 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.3515683710575104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011100796051323414 + ], + "opposite_logprob_tokens": [ + -4.511100769042969 + ], + "logprob_reward": -0.011100796051323414, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011100796051323414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14881958067417145, + 0.07050920277833939, + 0.06736085563898087, + 0.09351803362369537, + 0.051925476640462875, + 0.049953363835811615, + 0.11717525869607925, + 0.1568266749382019, + 0.10957694053649902, + 0.13433460891246796 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.011100796051323414 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737373303622007 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737373303622007, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737373303622007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26924604177474976, + 0.09691037237644196, + 0.06484854966402054, + 0.04737192392349243, + 0.037557415664196014, + 0.04447798430919647, + 0.07573135197162628, + 0.13913194835186005, + 0.08056194335222244, + 0.14416252076625824 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.006737373303622007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263565294444561 + ], + "opposite_logprob_tokens": [ + -3.6513564586639404 + ], + "logprob_reward": -0.0263565294444561, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263565294444561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0878743901848793, + 0.05223102122545242, + 0.06147899851202965, + 0.15541860461235046, + 0.04307793453335762, + 0.025130728259682655, + 0.3186790645122528, + 0.0317268930375576, + 0.11011552065610886, + 0.11426684260368347 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.0263565294444561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping wide-angle view that slowly approaches the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive suspension bridge with weathered steel cables and a wooden walkway visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with East Asian features, short black hair, and a charcoal-gray wool coat standing on the bridge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man's posture immovable with one hand on a rusted steel guardrail and the other in his coat pocket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low-angle afternoon sunlight creating long shadows and high contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494549497961998 + ], + "opposite_logprob_tokens": [ + -2.929945468902588 + ], + "logprob_reward": -0.05494549497961998, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494549497961998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19430427253246307, + 0.06542930006980896, + 0.06360642611980438, + 0.21092766523361206, + 0.07609054446220398, + 0.05419610068202019, + 0.050379592925310135, + 0.1550471931695938, + 0.050661467015743256, + 0.07935743778944016 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.05494549497961998 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_14/index_tensor([5070, 5070])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_14/index_tensor([5070, 5070])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8bddb59c638596afff7013e112e7a412b6313ffb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_14/index_tensor([5070, 5070])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This extreme, cinematic close-up, captured with the hyper-real clarity of a high-speed phantom camera, focuses on a futuristic knee massager securely locked onto a sharply contoured, athletic leg. Made of a sleek matte white polymer with polished chrome accents, the device wraps ergonomically around the knee. Through a transparent carbon fiber panel, its glowing inner mechanism reveals a complex network of pulsating tubes. When the device initiates forced vibrations, these internal tubes glow a brilliant electric blue. In perfect synchronization, a powerful shockwave visibly travels through the skin in mesmerizingly detailed slow motion, causing the epidermis to tremble and create a series of micro-ripples that undulate hypnotically. Against the dark, out-of-focus backdrop of a sterile laboratory, each minute vibration is rendered with crystalline precision. The cool glow emanating from the device casts dynamic light and shadow, emphasizing the sheer mechanical force and the fluid deformation of the skin, creating a powerful, clinical, and breathtakingly technological atmosphere.", + "seed": 21220, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_14/index_5070_seed_21220_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1325217684265226, + "vlm_logprob": -0.1325217684265226, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.1325217684265226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05854592099785805 + ], + "opposite_logprob_tokens": [ + -2.9335458278656006 + ], + "logprob_reward": -0.05854592099785805, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05854592099785805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15124300122261047, + 0.06731750816106796, + 0.1092010959982872, + 0.08113989979028702, + 0.03677051514387131, + 0.06186676397919655, + 0.04231860488653183, + 0.03726737201213837, + 0.36308228969573975, + 0.04979291558265686 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.05854592099785805 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034935921430588 + ], + "opposite_logprob_tokens": [ + -2.3503494262695312 + ], + "logprob_reward": -0.10034935921430588, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034935921430588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2379831075668335, + 0.11008680611848831, + 0.04004833102226257, + 0.04669615626335144, + 0.057796500623226166, + 0.03209458291530609, + 0.02620377019047737, + 0.026688136160373688, + 0.33381786942481995, + 0.08858474344015121 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.10034935921430588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298856884241104 + ], + "opposite_logprob_tokens": [ + -2.2379884719848633 + ], + "logprob_reward": -0.11298856884241104, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298856884241104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09823417663574219, + 0.1077965721487999, + 0.14708195626735687, + 0.0709211677312851, + 0.056100260466337204, + 0.034206539392471313, + 0.02912854216992855, + 0.009524621069431305, + 0.4139677882194519, + 0.03303834795951843 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.11298856884241104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036336842458695173 + ], + "opposite_logprob_tokens": [ + -5.628633499145508 + ], + "logprob_reward": -0.0036336842458695173, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036336842458695173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06504113227128983, + 0.05916507542133331, + 0.10676298290491104, + 0.05156083405017853, + 0.024065352976322174, + 0.1253053843975067, + 0.034231726080179214, + 0.015361892059445381, + 0.4783765375614166, + 0.04012912139296532 + ], + "top_frames": [ + 8, + 5, + 2 + ], + "selected_reward": -0.0036336842458695173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870913088321686 + ], + "opposite_logprob_tokens": [ + -1.1370912790298462 + ], + "logprob_reward": -0.3870913088321686, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870913088321686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08010315150022507, + 0.07243794947862625, + 0.05799553915858269, + 0.08584549278020859, + 0.04481471702456474, + 0.05567483976483345, + 0.02820516563951969, + 0.026003949344158173, + 0.5120007395744324, + 0.03691844269633293 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.3870913088321686 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extreme, cinematic close-up, captured with the hyper-real clarity of a high-speed phantom camera, focuses on a futuristic knee massager securely locked onto a sharply contoured, athletic leg. Made of a sleek matte white polymer with polished chrome accents, the device wraps ergonomically around the knee. Through a transparent carbon fiber panel, its glowing inner mechanism reveals a complex network of pulsating tubes. When the device initiates forced vibrations, these internal tubes glow a brilliant electric blue. In perfect synchronization, a powerful shockwave visibly travels through the skin in mesmerizingly detailed slow motion, causing the epidermis to tremble and create a series of micro-ripples that undulate hypnotically. Against the dark, out-of-focus backdrop of a sterile laboratory, each minute vibration is rendered with crystalline precision. The cool glow emanating from the device casts dynamic light and shadow, emphasizing the sheer mechanical force and the fluid deformation of the skin, creating a powerful, clinical, and breathtakingly technological atmosphere.", + "seed": 21221, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_14/index_5070_seed_21221_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04787319467868656, + "vlm_logprob": -0.04787319467868656, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.04787319467868656, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017790740355849266 + ], + "opposite_logprob_tokens": [ + -4.142790794372559 + ], + "logprob_reward": -0.017790740355849266, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017790740355849266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2816489338874817, + 0.108316570520401, + 0.061169881373643875, + 0.0674552470445633, + 0.06750065088272095, + 0.07523877173662186, + 0.06454722583293915, + 0.0338125005364418, + 0.1533827781677246, + 0.08692750334739685 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.017790740355849266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003593444824219 + ], + "opposite_logprob_tokens": [ + -2.695035934448242 + ], + "logprob_reward": -0.07003593444824219, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003593444824219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13927575945854187, + 0.26071596145629883, + 0.10270131379365921, + 0.06576131284236908, + 0.14762939512729645, + 0.07614457607269287, + 0.044083062559366226, + 0.0353408120572567, + 0.0706028938293457, + 0.05774492770433426 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.07003593444824219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304961621761322 + ], + "opposite_logprob_tokens": [ + -3.7733049392700195 + ], + "logprob_reward": -0.023304961621761322, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304961621761322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10615898668766022, + 0.16519728302955627, + 0.14860612154006958, + 0.10758915543556213, + 0.05899345129728317, + 0.05711381882429123, + 0.06867318600416183, + 0.05384394899010658, + 0.09937421977519989, + 0.13444983959197998 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.023304961621761322 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011873346520587802 + ], + "opposite_logprob_tokens": [ + -6.751187324523926 + ], + "logprob_reward": -0.0011873346520587802, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011873346520587802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16350029408931732, + 0.10056940466165543, + 0.07385701686143875, + 0.06518127769231796, + 0.09001035988330841, + 0.08214035630226135, + 0.08418223261833191, + 0.12124916166067123, + 0.06798391789197922, + 0.15132597088813782 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0011873346520587802 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704700231552124 + ], + "opposite_logprob_tokens": [ + -2.127047061920166 + ], + "logprob_reward": -0.12704700231552124, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704700231552124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12667445838451385, + 0.056605640798807144, + 0.04938940703868866, + 0.04905001446604729, + 0.08385997265577316, + 0.08262751251459122, + 0.07227349281311035, + 0.18656639754772186, + 0.08393680304288864, + 0.209016352891922 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.12704700231552124 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extreme, cinematic close-up, captured with the hyper-real clarity of a high-speed phantom camera, focuses on a futuristic knee massager securely locked onto a sharply contoured, athletic leg. Made of a sleek matte white polymer with polished chrome accents, the device wraps ergonomically around the knee. Through a transparent carbon fiber panel, its glowing inner mechanism reveals a complex network of pulsating tubes. When the device initiates forced vibrations, these internal tubes glow a brilliant electric blue. In perfect synchronization, a powerful shockwave visibly travels through the skin in mesmerizingly detailed slow motion, causing the epidermis to tremble and create a series of micro-ripples that undulate hypnotically. Against the dark, out-of-focus backdrop of a sterile laboratory, each minute vibration is rendered with crystalline precision. The cool glow emanating from the device casts dynamic light and shadow, emphasizing the sheer mechanical force and the fluid deformation of the skin, creating a powerful, clinical, and breathtakingly technological atmosphere.", + "seed": 21222, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_14/index_5070_seed_21222_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0676294223871082, + "vlm_logprob": -0.0676294223871082, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.0676294223871082, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03961559385061264 + ], + "opposite_logprob_tokens": [ + -3.2896156311035156 + ], + "logprob_reward": -0.03961559385061264, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03961559385061264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27148985862731934, + 0.048323288559913635, + 0.031815409660339355, + 0.04381236806511879, + 0.02990005351603031, + 0.07443994283676147, + 0.0654178336262703, + 0.03400321304798126, + 0.15236525237560272, + 0.24843277037143707 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.03961559385061264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899461686611176 + ], + "opposite_logprob_tokens": [ + -2.5789945125579834 + ], + "logprob_reward": -0.07899461686611176, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899461686611176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1910277009010315, + 0.10105375945568085, + 0.13840480148792267, + 0.024775732308626175, + 0.054504550993442535, + 0.09018579125404358, + 0.034685440361499786, + 0.03846195340156555, + 0.22572092711925507, + 0.10117931663990021 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.07899461686611176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038113709539175034 + ], + "opposite_logprob_tokens": [ + -3.288113594055176 + ], + "logprob_reward": -0.038113709539175034, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038113709539175034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.149982750415802, + 0.044653814285993576, + 0.08862175047397614, + 0.028930097818374634, + 0.0927312821149826, + 0.09193353354930878, + 0.03146808221936226, + 0.040969595313072205, + 0.30095478892326355, + 0.12975427508354187 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.038113709539175034 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015213831793516874 + ], + "opposite_logprob_tokens": [ + -6.501521587371826 + ], + "logprob_reward": -0.0015213831793516874, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015213831793516874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24796169996261597, + 0.08549460023641586, + 0.09699209779500961, + 0.03538304567337036, + 0.06774772703647614, + 0.06592720746994019, + 0.11951102316379547, + 0.0636616051197052, + 0.08977989852428436, + 0.12754113972187042 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0015213831793516874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990180850028992 + ], + "opposite_logprob_tokens": [ + -1.8049018383026123 + ], + "logprob_reward": -0.17990180850028992, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990180850028992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13517576456069946, + 0.0411469042301178, + 0.06381594389677048, + 0.030804051086306572, + 0.04620606079697609, + 0.07113687694072723, + 0.1304057091474533, + 0.07906154543161392, + 0.17888672649860382, + 0.22336040437221527 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.17990180850028992 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extreme, cinematic close-up, captured with the hyper-real clarity of a high-speed phantom camera, focuses on a futuristic knee massager securely locked onto a sharply contoured, athletic leg. Made of a sleek matte white polymer with polished chrome accents, the device wraps ergonomically around the knee. Through a transparent carbon fiber panel, its glowing inner mechanism reveals a complex network of pulsating tubes. When the device initiates forced vibrations, these internal tubes glow a brilliant electric blue. In perfect synchronization, a powerful shockwave visibly travels through the skin in mesmerizingly detailed slow motion, causing the epidermis to tremble and create a series of micro-ripples that undulate hypnotically. Against the dark, out-of-focus backdrop of a sterile laboratory, each minute vibration is rendered with crystalline precision. The cool glow emanating from the device casts dynamic light and shadow, emphasizing the sheer mechanical force and the fluid deformation of the skin, creating a powerful, clinical, and breathtakingly technological atmosphere.", + "seed": 21223, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_14/index_5070_seed_21223_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10304596812929959, + "vlm_logprob": -0.10304596812929959, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.10304596812929959, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03115328587591648 + ], + "opposite_logprob_tokens": [ + -3.5311532020568848 + ], + "logprob_reward": -0.03115328587591648, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03115328587591648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2932424545288086, + 0.3080689609050751, + 0.06641457229852676, + 0.09502635151147842, + 0.06557779014110565, + 0.04976840317249298, + 0.034423522651195526, + 0.03380430117249489, + 0.019135797396302223, + 0.03453778475522995 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.03115328587591648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558806836605072 + ], + "opposite_logprob_tokens": [ + -1.600588083267212 + ], + "logprob_reward": -0.22558806836605072, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558806836605072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1740989238023758, + 0.44235390424728394, + 0.03735436126589775, + 0.09145528078079224, + 0.03836562857031822, + 0.05771448090672493, + 0.05909132584929466, + 0.04395349323749542, + 0.025360358878970146, + 0.03025222010910511 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.22558806836605072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497889593243599 + ], + "opposite_logprob_tokens": [ + -2.929978847503662 + ], + "logprob_reward": -0.05497889593243599, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497889593243599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2748267650604248, + 0.22854548692703247, + 0.04062982276082039, + 0.1328062266111374, + 0.07160212099552155, + 0.062038276344537735, + 0.04715021699666977, + 0.052492231130599976, + 0.042312659323215485, + 0.047596193850040436 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.05497889593243599 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019491974962875247 + ], + "opposite_logprob_tokens": [ + -6.251949310302734 + ], + "logprob_reward": -0.0019491974962875247, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019491974962875247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11113335937261581, + 0.35671135783195496, + 0.04184591770172119, + 0.11271283030509949, + 0.08497748523950577, + 0.10245678573846817, + 0.06572195142507553, + 0.07238759845495224, + 0.024701889604330063, + 0.027350833639502525 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0019491974962875247 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic knee massager securely locked onto an athletic leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the massager made of a sleek matte white polymer with polished chrome accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the massager feature a transparent carbon fiber panel revealing glowing internal tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the internal tubes glow a brilliant electric blue while the device vibrates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a visible shockwave traveling through the skin causing micro-ripples in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015603929758072 + ], + "opposite_logprob_tokens": [ + -1.701560378074646 + ], + "logprob_reward": -0.2015603929758072, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015603929758072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15196819603443146, + 0.41512957215309143, + 0.05831043794751167, + 0.12370609492063522, + 0.049040287733078, + 0.05251193419098854, + 0.04254398122429848, + 0.048897989094257355, + 0.012101149186491966, + 0.04579034447669983 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.2015603929758072 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_15/index_tensor([5768, 5768])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_15/index_tensor([5768, 5768])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d1604299f7ffd7f6443a6b54a326102a9d0ee7dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_15/index_tensor([5768, 5768])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up shot from a horizontal angle, the camera remains stationary, focused on a slowly falling red apple. The apple boasts a smooth, plump skin, a vibrant crimson hue. Its curved surface is densely clinging to countless crystalline water droplets of varying sizes. Illuminated by a single, bright, soft overhead light, each droplet acts like a tiny lens, reflecting a brilliant diamond-like light and casting subtle shadows on the apple's smooth surface. Some droplets even slide incredibly slowly down the apple's curve, dragged down by gravity, leaving behind a slightly damp trail. The entire subject is suspended against an endless, pure black void that completely absorbs all light, creating a stark visual contrast and focusing the entire visual experience on the apple itself. The apple descends in graceful, steady slow motion, accompanied by a barely perceptible rotation that allows light to play across its moist surface. The entire image is imbued with a tranquil, focused, and surreal aesthetic, as if frozen in time, creating a pure and exquisite visual experience.", + "seed": 12016, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_15/index_5768_seed_12016_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14575259424746037, + "vlm_logprob": -0.14575259424746037, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.14575259424746037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008915025740861893 + ], + "opposite_logprob_tokens": [ + -4.758914947509766 + ], + "logprob_reward": -0.008915025740861893, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008915025740861893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07495591789484024, + 0.06224926561117172, + 0.05014964938163757, + 0.05018410086631775, + 0.020865388214588165, + 0.05465893819928169, + 0.17145676910877228, + 0.17840532958507538, + 0.1600138545036316, + 0.17706075310707092 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.008915025740861893 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813778519630432 + ], + "opposite_logprob_tokens": [ + -1.4063777923583984 + ], + "logprob_reward": -0.2813778519630432, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813778519630432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027188798412680626, + 0.0165665652602911, + 0.014961865730583668, + 0.017230801284313202, + 0.014176399447023869, + 0.020776942372322083, + 0.7001481652259827, + 0.05677279457449913, + 0.08369750529527664, + 0.048480190336704254 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.2813778519630432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14294026792049408 + ], + "opposite_logprob_tokens": [ + -2.0179402828216553 + ], + "logprob_reward": -0.14294026792049408, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14294026792049408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03879406303167343, + 0.044749390333890915, + 0.043262120336294174, + 0.012697807513177395, + 0.04830455780029297, + 0.031026234850287437, + 0.6723994612693787, + 0.04550299048423767, + 0.02710789255797863, + 0.036155495792627335 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.14294026792049408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203174039721489 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203174039721489, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203174039721489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050702761858701706, + 0.06559038907289505, + 0.05082901939749718, + 0.04842422902584076, + 0.10006141662597656, + 0.0516132153570652, + 0.18874521553516388, + 0.09878335893154144, + 0.06204577907919884, + 0.283204585313797 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.014203174039721489 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132665157318115 + ], + "opposite_logprob_tokens": [ + -1.4063266515731812 + ], + "logprob_reward": -0.28132665157318115, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132665157318115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01712394878268242, + 0.02309505082666874, + 0.022607505321502686, + 0.026748094707727432, + 0.04713045805692673, + 0.10693910717964172, + 0.41995638608932495, + 0.11493924260139465, + 0.04089082032442093, + 0.18056941032409668 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.28132665157318115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up shot from a horizontal angle, the camera remains stationary, focused on a slowly falling red apple. The apple boasts a smooth, plump skin, a vibrant crimson hue. Its curved surface is densely clinging to countless crystalline water droplets of varying sizes. Illuminated by a single, bright, soft overhead light, each droplet acts like a tiny lens, reflecting a brilliant diamond-like light and casting subtle shadows on the apple's smooth surface. Some droplets even slide incredibly slowly down the apple's curve, dragged down by gravity, leaving behind a slightly damp trail. The entire subject is suspended against an endless, pure black void that completely absorbs all light, creating a stark visual contrast and focusing the entire visual experience on the apple itself. The apple descends in graceful, steady slow motion, accompanied by a barely perceptible rotation that allows light to play across its moist surface. The entire image is imbued with a tranquil, focused, and surreal aesthetic, as if frozen in time, creating a pure and exquisite visual experience.", + "seed": 12017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_15/index_5768_seed_12017_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3367638636380434, + "vlm_logprob": -0.3367638636380434, + "vlm_yes_no_margin": 1.7999999880790711, + "vlm_token_credit": -0.3367638636380434, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008879343047738075 + ], + "opposite_logprob_tokens": [ + -4.7588791847229 + ], + "logprob_reward": -0.008879343047738075, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008879343047738075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.262960284948349, + 0.09150569140911102, + 0.030502790585160255, + 0.04019003361463547, + 0.037298351526260376, + 0.038108136504888535, + 0.28392788767814636, + 0.026774737983942032, + 0.07525388896465302, + 0.11347827315330505 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.008879343047738075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006527483463287 + ], + "opposite_logprob_tokens": [ + -2.6950652599334717 + ], + "logprob_reward": -0.07006527483463287, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006527483463287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16890886425971985, + 0.05234971269965172, + 0.0678858533501625, + 0.03179321810603142, + 0.0667630210518837, + 0.0243575107306242, + 0.2641187906265259, + 0.043458256870508194, + 0.1266786754131317, + 0.15368609130382538 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.07006527483463287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42899614572525024 + ], + "opposite_logprob_tokens": [ + -1.0539960861206055 + ], + "logprob_reward": -0.42899614572525024, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42899614572525024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12471403181552887, + 0.05904795229434967, + 0.048326265066862106, + 0.11324061453342438, + 0.0869160071015358, + 0.0613255500793457, + 0.17585688829421997, + 0.15642337501049042, + 0.09145460277795792, + 0.08269467949867249 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.42899614572525024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160570740699768 + ], + "opposite_logprob_tokens": [ + -1.7016056776046753 + ], + "logprob_reward": -0.20160570740699768, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160570740699768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1659417450428009, + 0.04096033051609993, + 0.04318099096417427, + 0.08440440893173218, + 0.2365114837884903, + 0.04882824793457985, + 0.044363833963871, + 0.04531616345047951, + 0.05195057392120361, + 0.23854221403598785 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.20160570740699768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742728471755981 + ], + "opposite_logprob_tokens": [ + -0.47427284717559814 + ], + "logprob_reward": -0.9742728471755981, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742728471755981, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2327805757522583, + 0.03128242492675781, + 0.03289411962032318, + 0.058765579015016556, + 0.09300471097230911, + 0.04178545996546745, + 0.13499487936496735, + 0.14791598916053772, + 0.03340189903974533, + 0.193174347281456 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.9742728471755981 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a stunning close-up shot from a horizontal angle, the camera remains stationary, focused on a slowly falling red apple. The apple boasts a smooth, plump skin, a vibrant crimson hue. Its curved surface is densely clinging to countless crystalline water droplets of varying sizes. Illuminated by a single, bright, soft overhead light, each droplet acts like a tiny lens, reflecting a brilliant diamond-like light and casting subtle shadows on the apple's smooth surface. Some droplets even slide incredibly slowly down the apple's curve, dragged down by gravity, leaving behind a slightly damp trail. The entire subject is suspended against an endless, pure black void that completely absorbs all light, creating a stark visual contrast and focusing the entire visual experience on the apple itself. The apple descends in graceful, steady slow motion, accompanied by a barely perceptible rotation that allows light to play across its moist surface. The entire image is imbued with a tranquil, focused, and surreal aesthetic, as if frozen in time, creating a pure and exquisite visual experience.", + "seed": 12018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_15/index_5768_seed_12018_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4170703021809459, + "vlm_logprob": -0.4170703021809459, + "vlm_yes_no_margin": 1.675, + "vlm_token_credit": -0.4170703021809459, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007949027232825756 + ], + "opposite_logprob_tokens": [ + -4.882948875427246 + ], + "logprob_reward": -0.007949027232825756, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007949027232825756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07234641909599304, + 0.03726891428232193, + 0.03077002428472042, + 0.08673040568828583, + 0.18064391613006592, + 0.31592416763305664, + 0.05104754865169525, + 0.08783320337533951, + 0.09224960207939148, + 0.04518573358654976 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.007949027232825756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.05390465259552 + ], + "opposite_logprob_tokens": [ + -0.4289046823978424 + ], + "logprob_reward": -1.05390465259552, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.05390465259552, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04935986176133156, + 0.07462799549102783, + 0.15505744516849518, + 0.08570107817649841, + 0.26603925228118896, + 0.1133790835738182, + 0.05836581811308861, + 0.05976873263716698, + 0.0871749073266983, + 0.050525881350040436 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -1.05390465259552 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2814289629459381 + ], + "opposite_logprob_tokens": [ + -1.4064289331436157 + ], + "logprob_reward": -0.2814289629459381, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2814289629459381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06702045351266861, + 0.06574364006519318, + 0.02308259718120098, + 0.05128384009003639, + 0.5394594073295593, + 0.04275868833065033, + 0.03831673413515091, + 0.06437719613313675, + 0.04293258488178253, + 0.06502489000558853 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.2814289629459381 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869065806269646 + ], + "opposite_logprob_tokens": [ + -3.0486905574798584 + ], + "logprob_reward": -0.04869065806269646, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869065806269646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08698411285877228, + 0.27841922640800476, + 0.048414938151836395, + 0.037477921694517136, + 0.18646784126758575, + 0.1355084329843521, + 0.026537977159023285, + 0.07803362607955933, + 0.05364846810698509, + 0.06850743293762207 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.04869065806269646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693378210067749 + ], + "opposite_logprob_tokens": [ + -0.693378210067749 + ], + "logprob_reward": -0.693378210067749, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693378210067749, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.039024874567985535, + 0.09029973298311234, + 0.06053703650832176, + 0.04152636602520943, + 0.2470126748085022, + 0.34472426772117615, + 0.06515559554100037, + 0.030089814215898514, + 0.051014289259910583, + 0.030615387484431267 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.693378210067749 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a stunning close-up shot from a horizontal angle, the camera remains stationary, focused on a slowly falling red apple. The apple boasts a smooth, plump skin, a vibrant crimson hue. Its curved surface is densely clinging to countless crystalline water droplets of varying sizes. Illuminated by a single, bright, soft overhead light, each droplet acts like a tiny lens, reflecting a brilliant diamond-like light and casting subtle shadows on the apple's smooth surface. Some droplets even slide incredibly slowly down the apple's curve, dragged down by gravity, leaving behind a slightly damp trail. The entire subject is suspended against an endless, pure black void that completely absorbs all light, creating a stark visual contrast and focusing the entire visual experience on the apple itself. The apple descends in graceful, steady slow motion, accompanied by a barely perceptible rotation that allows light to play across its moist surface. The entire image is imbued with a tranquil, focused, and surreal aesthetic, as if frozen in time, creating a pure and exquisite visual experience.", + "seed": 12019, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_15/index_5768_seed_12019_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.28676069993525743, + "vlm_logprob": -0.28676069993525743, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.28676069993525743, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0035355696454644203 + ], + "opposite_logprob_tokens": [ + -5.753535747528076 + ], + "logprob_reward": -0.0035355696454644203, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0035355696454644203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18744251132011414, + 0.042121537029743195, + 0.012480221688747406, + 0.03493904694914818, + 0.04850176349282265, + 0.11514950543642044, + 0.09438681602478027, + 0.19319085776805878, + 0.21966440975666046, + 0.05212326720356941 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0035355696454644203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748858839273453 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748858839273453, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748858839273453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15214060246944427, + 0.08366528898477554, + 0.04830574616789818, + 0.05166728422045708, + 0.01762215420603752, + 0.10850394517183304, + 0.059886232018470764, + 0.10345476865768433, + 0.326753169298172, + 0.04800079017877579 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.006748858839273453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871646225452423 + ], + "opposite_logprob_tokens": [ + -1.13716459274292 + ], + "logprob_reward": -0.3871646225452423, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871646225452423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08310684561729431, + 0.061218731105327606, + 0.023499948903918266, + 0.08228857070207596, + 0.021292153745889664, + 0.1618712842464447, + 0.10079489648342133, + 0.2678479552268982, + 0.16023893654346466, + 0.03784066066145897 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.3871646225452423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207719072699547 + ], + "opposite_logprob_tokens": [ + -2.812077283859253 + ], + "logprob_reward": -0.06207719072699547, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207719072699547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057561133056879044, + 0.03757566958665848, + 0.07252301275730133, + 0.2045556604862213, + 0.026714639738202095, + 0.15993954241275787, + 0.06313876062631607, + 0.06433955579996109, + 0.2644912898540497, + 0.04916069284081459 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.06207719072699547 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red apple with smooth, plump skin and a vibrant crimson hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are countless crystalline water droplets of varying sizes densely clinging to the apple's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a single, bright, soft overhead light source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background an endless, pure black void that absorbs all light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain stationary while the apple falls in slow motion with a barely perceptible rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742772579193115 + ], + "opposite_logprob_tokens": [ + -0.4742772579193115 + ], + "logprob_reward": -0.9742772579193115, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742772579193115, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09213627874851227, + 0.054910365492105484, + 0.13801740109920502, + 0.08525978028774261, + 0.08054865896701813, + 0.19381871819496155, + 0.047900792211294174, + 0.16596989333629608, + 0.1105145514011383, + 0.030923524871468544 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.9742772579193115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_2/index_tensor([8419, 8419])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_2/index_tensor([8419, 8419])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d7f8d1344091c54ffc1946922a2bdb4790b0a17a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_2/index_tensor([8419, 8419])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up slow-motion shot, filmed from an extremely low angle, tilts upward to follow the trajectory of a tightly crumpled ball of white paper. Initially, the ball rests on the edge of a brushed stainless steel trash can at the bottom of the frame, its rounded metal reflecting a cool silver sheen in the strong sunlight. Suddenly, as if catapulted by an invisible force, the ball soars upward in a steep parabola, tumbling rapidly and steadily through the air. At the apex of its trajectory, the ball passes through a beam of harsh afternoon sunlight streaming in from outside the frame, instantly igniting a dazzling anamorphic lens flare. A horizontal, intense, blue and gold streaked light stretches across the frame, blurring the outline of the ball in the strong light. The scene is set against a backdrop of out-of-focus, brightly lit windows and a minimalist interior, dominated by a high-contrast palette of warm white and metallic silver, creating a dramatic atmosphere full of impact, movement, and surprise.", + "seed": 17469, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_2/index_8419_seed_17469_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07034106515347957, + "vlm_logprob": -0.07034106515347957, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.07034106515347957, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23140724003314972 + ], + "opposite_logprob_tokens": [ + -1.6064072847366333 + ], + "logprob_reward": -0.23140724003314972, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23140724003314972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14241841435432434, + 0.044401831924915314, + 0.051582492887973785, + 0.07899340242147446, + 0.1929672509431839, + 0.066843181848526, + 0.1677713841199875, + 0.08671513944864273, + 0.07979541271924973, + 0.08851144462823868 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.23140724003314972 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062089625746011734 + ], + "opposite_logprob_tokens": [ + -2.812089681625366 + ], + "logprob_reward": -0.062089625746011734, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062089625746011734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03440655395388603, + 0.02985510043799877, + 0.03377072513103485, + 0.04862896353006363, + 0.052039165049791336, + 0.068672314286232, + 0.15882733464241028, + 0.29744213819503784, + 0.13899944722652435, + 0.13735824823379517 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.062089625746011734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211636036634445 + ], + "opposite_logprob_tokens": [ + -4.264211654663086 + ], + "logprob_reward": -0.014211636036634445, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211636036634445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1210026666522026, + 0.08262144774198532, + 0.04967013746500015, + 0.07472248375415802, + 0.11092489212751389, + 0.1115695983171463, + 0.172616109251976, + 0.11779811978340149, + 0.07273496687412262, + 0.086339570581913 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.014211636036634445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200353994965553 + ], + "opposite_logprob_tokens": [ + -4.264200210571289 + ], + "logprob_reward": -0.014200353994965553, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200353994965553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0398457832634449, + 0.045901697129011154, + 0.02468160167336464, + 0.10083664953708649, + 0.04592457786202431, + 0.061225928366184235, + 0.13016578555107117, + 0.15008759498596191, + 0.19269821047782898, + 0.2086321860551834 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.014200353994965553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979646995663643 + ], + "opposite_logprob_tokens": [ + -3.5297963619232178 + ], + "logprob_reward": -0.02979646995663643, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979646995663643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0515587255358696, + 0.06769774854183197, + 0.03548800200223923, + 0.03711019828915596, + 0.03407538682222366, + 0.07280787825584412, + 0.1192261129617691, + 0.11537250131368637, + 0.18293547630310059, + 0.2837279140949249 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.02979646995663643 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, filmed from an extremely low angle, tilts upward to follow the trajectory of a tightly crumpled ball of white paper. Initially, the ball rests on the edge of a brushed stainless steel trash can at the bottom of the frame, its rounded metal reflecting a cool silver sheen in the strong sunlight. Suddenly, as if catapulted by an invisible force, the ball soars upward in a steep parabola, tumbling rapidly and steadily through the air. At the apex of its trajectory, the ball passes through a beam of harsh afternoon sunlight streaming in from outside the frame, instantly igniting a dazzling anamorphic lens flare. A horizontal, intense, blue and gold streaked light stretches across the frame, blurring the outline of the ball in the strong light. The scene is set against a backdrop of out-of-focus, brightly lit windows and a minimalist interior, dominated by a high-contrast palette of warm white and metallic silver, creating a dramatic atmosphere full of impact, movement, and surprise.", + "seed": 17470, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_2/index_8419_seed_17470_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0868774490430951, + "vlm_logprob": -0.0868774490430951, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.0868774490430951, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2894250154495239 + ], + "opposite_logprob_tokens": [ + -1.414425015449524 + ], + "logprob_reward": -0.2894250154495239, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2894250154495239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16763722896575928, + 0.09960479289293289, + 0.07082776725292206, + 0.07538789510726929, + 0.1525665670633316, + 0.1480281502008438, + 0.06829167157411575, + 0.04470125585794449, + 0.04194221273064613, + 0.13101240992546082 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.2894250154495239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902006804943085 + ], + "opposite_logprob_tokens": [ + -2.5790200233459473 + ], + "logprob_reward": -0.07902006804943085, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902006804943085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05386829748749733, + 0.04577994719147682, + 0.02922648936510086, + 0.040400080382823944, + 0.12808026373386383, + 0.385922908782959, + 0.14247140288352966, + 0.036500297486782074, + 0.08350860327482224, + 0.05424178019165993 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.07902006804943085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651158772408962 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651158772408962, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651158772408962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20228558778762817, + 0.0656227394938469, + 0.07643378525972366, + 0.03372104465961456, + 0.09788094460964203, + 0.12064862251281738, + 0.039311278611421585, + 0.056198734790086746, + 0.02601226046681404, + 0.2818849980831146 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.008651158772408962 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640995249152184 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640995249152184, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640995249152184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16399958729743958, + 0.04209863767027855, + 0.07043056190013885, + 0.0465032234787941, + 0.12434853613376617, + 0.22765547037124634, + 0.04555683583021164, + 0.022418363019824028, + 0.0252218097448349, + 0.231766939163208 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.008640995249152184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865000769495964 + ], + "opposite_logprob_tokens": [ + -3.048650026321411 + ], + "logprob_reward": -0.04865000769495964, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865000769495964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10418698936700821, + 0.03467624634504318, + 0.09793712198734283, + 0.044696610420942307, + 0.12397632747888565, + 0.09827814251184464, + 0.07672831416130066, + 0.025357604026794434, + 0.05505302920937538, + 0.3391095995903015 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.04865000769495964 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, filmed from an extremely low angle, tilts upward to follow the trajectory of a tightly crumpled ball of white paper. Initially, the ball rests on the edge of a brushed stainless steel trash can at the bottom of the frame, its rounded metal reflecting a cool silver sheen in the strong sunlight. Suddenly, as if catapulted by an invisible force, the ball soars upward in a steep parabola, tumbling rapidly and steadily through the air. At the apex of its trajectory, the ball passes through a beam of harsh afternoon sunlight streaming in from outside the frame, instantly igniting a dazzling anamorphic lens flare. A horizontal, intense, blue and gold streaked light stretches across the frame, blurring the outline of the ball in the strong light. The scene is set against a backdrop of out-of-focus, brightly lit windows and a minimalist interior, dominated by a high-contrast palette of warm white and metallic silver, creating a dramatic atmosphere full of impact, movement, and surprise.", + "seed": 17471, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_2/index_8419_seed_17471_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.28490072805434463, + "vlm_logprob": -0.28490072805434463, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.28490072805434463, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.227459192276001 + ], + "opposite_logprob_tokens": [ + -0.35245922207832336 + ], + "logprob_reward": -1.227459192276001, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.227459192276001, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17460386455059052, + 0.0815754234790802, + 0.07355981320142746, + 0.10792519897222519, + 0.18738408386707306, + 0.020275529474020004, + 0.05882805958390236, + 0.02852530963718891, + 0.10628651827573776, + 0.16103628277778625 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -1.227459192276001 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297323554754257 + ], + "opposite_logprob_tokens": [ + -2.237973213195801 + ], + "logprob_reward": -0.11297323554754257, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297323554754257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07540025562047958, + 0.17074893414974213, + 0.19067351520061493, + 0.16338367760181427, + 0.06689813733100891, + 0.04408205300569534, + 0.055443186312913895, + 0.08863691985607147, + 0.07000017911195755, + 0.0747331976890564 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.11297323554754257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608244515955448 + ], + "opposite_logprob_tokens": [ + -4.141082286834717 + ], + "logprob_reward": -0.01608244515955448, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608244515955448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19882376492023468, + 0.16213852167129517, + 0.07314962148666382, + 0.06509533524513245, + 0.16047319769859314, + 0.05360214412212372, + 0.016231607645750046, + 0.0470968559384346, + 0.12290889024734497, + 0.1004800945520401 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01608244515955448 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950118415057659 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005950118415057659, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950118415057659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.086811363697052, + 0.08725669234991074, + 0.05665304511785507, + 0.0672081932425499, + 0.21861127018928528, + 0.07287470996379852, + 0.0566365048289299, + 0.0799795389175415, + 0.19291330873966217, + 0.08105539530515671 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.005950118415057659 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203864887356758 + ], + "opposite_logprob_tokens": [ + -2.8120386600494385 + ], + "logprob_reward": -0.06203864887356758, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203864887356758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06687899678945541, + 0.043825987726449966, + 0.047469526529312134, + 0.04987848550081253, + 0.1824958473443985, + 0.025905322283506393, + 0.04691099375486374, + 0.05532331392168999, + 0.2988625168800354, + 0.18244898319244385 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.06203864887356758 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, filmed from an extremely low angle, tilts upward to follow the trajectory of a tightly crumpled ball of white paper. Initially, the ball rests on the edge of a brushed stainless steel trash can at the bottom of the frame, its rounded metal reflecting a cool silver sheen in the strong sunlight. Suddenly, as if catapulted by an invisible force, the ball soars upward in a steep parabola, tumbling rapidly and steadily through the air. At the apex of its trajectory, the ball passes through a beam of harsh afternoon sunlight streaming in from outside the frame, instantly igniting a dazzling anamorphic lens flare. A horizontal, intense, blue and gold streaked light stretches across the frame, blurring the outline of the ball in the strong light. The scene is set against a backdrop of out-of-focus, brightly lit windows and a minimalist interior, dominated by a high-contrast palette of warm white and metallic silver, creating a dramatic atmosphere full of impact, movement, and surprise.", + "seed": 17472, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_2/index_8419_seed_17472_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17022802960127592, + "vlm_logprob": -0.17022802960127592, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.17022802960127592, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6976151466369629 + ], + "opposite_logprob_tokens": [ + -0.6976151466369629 + ], + "logprob_reward": -0.6976151466369629, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6976151466369629, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5851047039031982, + 0.024341611191630363, + 0.0296002309769392, + 0.022716904059052467, + 0.03421642258763313, + 0.032131098210811615, + 0.03497806936502457, + 0.1804990917444229, + 0.0303163044154644, + 0.026095546782016754 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.6976151466369629 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790298655629158 + ], + "opposite_logprob_tokens": [ + -2.5790297985076904 + ], + "logprob_reward": -0.0790298655629158, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790298655629158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09343676269054413, + 0.062195297330617905, + 0.060337379574775696, + 0.06030843034386635, + 0.04999392479658127, + 0.18086755275726318, + 0.14552146196365356, + 0.09493418782949448, + 0.11466684192419052, + 0.13773810863494873 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.0790298655629158 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059129998087883 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059129998087883, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059129998087883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5998465418815613, + 0.03703441470861435, + 0.045967891812324524, + 0.022958051413297653, + 0.022710489109158516, + 0.017202412709593773, + 0.05241706967353821, + 0.12901422381401062, + 0.041001394391059875, + 0.03184749186038971 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.02059129998087883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254506133496761 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254506133496761, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254506133496761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17587441205978394, + 0.06202610954642296, + 0.048695944249629974, + 0.03815162554383278, + 0.038639601320028305, + 0.05352403223514557, + 0.16789746284484863, + 0.2490515559911728, + 0.09326660633087158, + 0.07287263870239258 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.005254506133496761 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tilting upward to follow a tightly crumpled ball of white paper?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ball start resting on the edge of a brushed stainless steel trash can with a cool silver sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball soar upward in a steep parabola while tumbling rapidly and steadily through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the ball pass through a beam of harsh afternoon sunlight creating a horizontal blue and gold streaked anamorphic lens flare?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864932969212532 + ], + "opposite_logprob_tokens": [ + -3.048649311065674 + ], + "logprob_reward": -0.04864932969212532, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864932969212532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3237535059452057, + 0.07108482718467712, + 0.06261394917964935, + 0.01674310863018036, + 0.01609722711145878, + 0.02864348143339157, + 0.056220389902591705, + 0.14141631126403809, + 0.09086327254772186, + 0.1925639808177948 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.04864932969212532 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_3/index_tensor([2425, 2425])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_3/index_tensor([2425, 2425])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c4d6718f83d8b14da9c2a473734a435f3e094a84 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_3/index_tensor([2425, 2425])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning aerial drone shot, gazing vertically downward, remains static, locking the viewer's gaze squarely on a delicate, compact, bowl-shaped bird's nest at the very center of the frame. Rather than a monotonous composition of dead branches, this nest is a vibrant fusion of emerald green moss, dry brown twigs, a few scattered bright blue bird-of-paradise feathers, and a handful of vibrant pink tropical petals. Inside, three hungry chicks, covered in sparse, downy gray feathers, huddle together, their fragile necks simultaneously stretched upward, their bright yellow beaks open, their black eyes filled with eager anticipation for their parents. The nest itself rests securely at the intersection of several stout branches, beneath which rises the boundless rainforest canopy, a rich, intricate mosaic of giant fern fronds, broad banana leaves, and countless shades of green interwoven into a rich, complex mosaic. The early morning sunlight penetrates the dense treetops and is filtered by layers of leaves into countless soft, mottled beams, casting ever-changing, flickering spots of light on the wet leaves. The whole scene is filled with a quiet and private atmosphere, full of the subtle tension and warm vitality of life about to be nurtured.", + "seed": 25784, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_3/index_2425_seed_25784_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24011333035305144, + "vlm_logprob": -0.24011333035305144, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.24011333035305144, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35302555561065674 + ], + "opposite_logprob_tokens": [ + -1.2280255556106567 + ], + "logprob_reward": -0.35302555561065674, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35302555561065674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31117013096809387, + 0.08510448783636093, + 0.043162956833839417, + 0.02558624930679798, + 0.05499865859746933, + 0.18843089044094086, + 0.05288495495915413, + 0.04170671105384827, + 0.08847322314977646, + 0.108481764793396 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.35302555561065674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261925578117371 + ], + "opposite_logprob_tokens": [ + -0.5761925578117371 + ], + "logprob_reward": -0.8261925578117371, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261925578117371, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06494885683059692, + 0.02073105052113533, + 0.026764672249555588, + 0.07197421044111252, + 0.12028100341558456, + 0.2117844969034195, + 0.0590406209230423, + 0.048870500177145004, + 0.21522627770900726, + 0.16037829220294952 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.8261925578117371 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025018127635121346 + ], + "opposite_logprob_tokens": [ + -6.002501964569092 + ], + "logprob_reward": -0.0025018127635121346, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025018127635121346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19241593778133392, + 0.057511623948812485, + 0.027386238798499107, + 0.027498610317707062, + 0.17793653905391693, + 0.13614629209041595, + 0.044697437435388565, + 0.061247680336236954, + 0.18470032513141632, + 0.09045928716659546 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0025018127635121346 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209168031811714 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209168031811714, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209168031811714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10847041010856628, + 0.09057927131652832, + 0.04746216535568237, + 0.02398506924510002, + 0.2244444191455841, + 0.1819980889558792, + 0.07505542039871216, + 0.03207603469491005, + 0.1171417087316513, + 0.09878744930028915 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.014209168031811714 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637557547539473 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637557547539473, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637557547539473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18991117179393768, + 0.05858014523983002, + 0.028735637664794922, + 0.042151808738708496, + 0.10961341112852097, + 0.060008447617292404, + 0.07042598724365234, + 0.07809724658727646, + 0.12282136082649231, + 0.2396547794342041 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.004637557547539473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning aerial drone shot, gazing vertically downward, remains static, locking the viewer's gaze squarely on a delicate, compact, bowl-shaped bird's nest at the very center of the frame. Rather than a monotonous composition of dead branches, this nest is a vibrant fusion of emerald green moss, dry brown twigs, a few scattered bright blue bird-of-paradise feathers, and a handful of vibrant pink tropical petals. Inside, three hungry chicks, covered in sparse, downy gray feathers, huddle together, their fragile necks simultaneously stretched upward, their bright yellow beaks open, their black eyes filled with eager anticipation for their parents. The nest itself rests securely at the intersection of several stout branches, beneath which rises the boundless rainforest canopy, a rich, intricate mosaic of giant fern fronds, broad banana leaves, and countless shades of green interwoven into a rich, complex mosaic. The early morning sunlight penetrates the dense treetops and is filtered by layers of leaves into countless soft, mottled beams, casting ever-changing, flickering spots of light on the wet leaves. The whole scene is filled with a quiet and private atmosphere, full of the subtle tension and warm vitality of life about to be nurtured.", + "seed": 25785, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_3/index_2425_seed_25785_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4220523332711309, + "vlm_logprob": -0.4220523332711309, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.4220523332711309, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5040984153747559 + ], + "opposite_logprob_tokens": [ + -0.25409838557243347 + ], + "logprob_reward": -1.5040984153747559, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5040984153747559, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11277585476636887, + 0.16310472786426544, + 0.05847253277897835, + 0.2437325119972229, + 0.06057174131274223, + 0.05561057850718498, + 0.08392415940761566, + 0.05355990678071976, + 0.03071032464504242, + 0.1375376135110855 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -1.5040984153747559 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762031078338623 + ], + "opposite_logprob_tokens": [ + -0.8262031078338623 + ], + "logprob_reward": -0.5762031078338623, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762031078338623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05049975961446762, + 0.029327964410185814, + 0.02147817797958851, + 0.6185097098350525, + 0.028040248900651932, + 0.049961864948272705, + 0.046107735484838486, + 0.07761545479297638, + 0.04134931042790413, + 0.03710979223251343 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.5762031078338623 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003213838441297412 + ], + "opposite_logprob_tokens": [ + -5.753213882446289 + ], + "logprob_reward": -0.003213838441297412, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003213838441297412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0851140096783638, + 0.10932260006666183, + 0.04375159740447998, + 0.443592369556427, + 0.030876679345965385, + 0.04125659912824631, + 0.047227054834365845, + 0.0723157450556755, + 0.023567447438836098, + 0.10297591984272003 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.003213838441297412 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547126039862633 + ], + "opposite_logprob_tokens": [ + -4.387547016143799 + ], + "logprob_reward": -0.012547126039862633, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547126039862633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06303179264068604, + 0.0448729544878006, + 0.02538846991956234, + 0.4774748980998993, + 0.039124470204114914, + 0.045036282390356064, + 0.052521225064992905, + 0.03978542611002922, + 0.10445065796375275, + 0.10831381380558014 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.012547126039862633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199178665876389 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199178665876389, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199178665876389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09353908151388168, + 0.06344082206487656, + 0.023806147277355194, + 0.4505425691604614, + 0.041122157126665115, + 0.03233025223016739, + 0.07281697541475296, + 0.1645573079586029, + 0.012581545859575272, + 0.04526311904191971 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.014199178665876389 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning aerial drone shot, gazing vertically downward, remains static, locking the viewer's gaze squarely on a delicate, compact, bowl-shaped bird's nest at the very center of the frame. Rather than a monotonous composition of dead branches, this nest is a vibrant fusion of emerald green moss, dry brown twigs, a few scattered bright blue bird-of-paradise feathers, and a handful of vibrant pink tropical petals. Inside, three hungry chicks, covered in sparse, downy gray feathers, huddle together, their fragile necks simultaneously stretched upward, their bright yellow beaks open, their black eyes filled with eager anticipation for their parents. The nest itself rests securely at the intersection of several stout branches, beneath which rises the boundless rainforest canopy, a rich, intricate mosaic of giant fern fronds, broad banana leaves, and countless shades of green interwoven into a rich, complex mosaic. The early morning sunlight penetrates the dense treetops and is filtered by layers of leaves into countless soft, mottled beams, casting ever-changing, flickering spots of light on the wet leaves. The whole scene is filled with a quiet and private atmosphere, full of the subtle tension and warm vitality of life about to be nurtured.", + "seed": 25786, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_3/index_2425_seed_25786_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3263885336462408, + "vlm_logprob": -0.3263885336462408, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.3263885336462408, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9788421392440796 + ], + "opposite_logprob_tokens": [ + -0.4788421392440796 + ], + "logprob_reward": -0.9788421392440796, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9788421392440796, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20441782474517822, + 0.0983768180012703, + 0.08660844713449478, + 0.05669398978352547, + 0.042430635541677475, + 0.04570107161998749, + 0.048217013478279114, + 0.04790199175477028, + 0.0800950676202774, + 0.28955718874931335 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.9788421392440796 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328570246696472 + ], + "opposite_logprob_tokens": [ + -0.7578570246696472 + ], + "logprob_reward": -0.6328570246696472, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328570246696472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14176970720291138, + 0.11626982688903809, + 0.08141972869634628, + 0.06176934763789177, + 0.0561293326318264, + 0.05301802605390549, + 0.040968555957078934, + 0.1098187267780304, + 0.17703662812709808, + 0.16180013120174408 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.6328570246696472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00320979836396873 + ], + "opposite_logprob_tokens": [ + -5.753209590911865 + ], + "logprob_reward": -0.00320979836396873, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00320979836396873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1825699806213379, + 0.3270854949951172, + 0.05846578627824783, + 0.06136307492852211, + 0.03723607584834099, + 0.03663439303636551, + 0.040690477937459946, + 0.058963000774383545, + 0.06507217139005661, + 0.1319195181131363 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.00320979836396873 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082758195698261 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082758195698261, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082758195698261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17033976316452026, + 0.17449812591075897, + 0.044950105249881744, + 0.058772340416908264, + 0.07794251292943954, + 0.043227966874837875, + 0.05626537278294563, + 0.19121778011322021, + 0.04324495047330856, + 0.13954108953475952 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.011082758195698261 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950947757810354 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950947757810354, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950947757810354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25731098651885986, + 0.15745601058006287, + 0.06687847524881363, + 0.07311803102493286, + 0.028111323714256287, + 0.030818138271570206, + 0.073102205991745, + 0.033388540148735046, + 0.08384743332862854, + 0.19596891105175018 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005950947757810354 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning aerial drone shot, gazing vertically downward, remains static, locking the viewer's gaze squarely on a delicate, compact, bowl-shaped bird's nest at the very center of the frame. Rather than a monotonous composition of dead branches, this nest is a vibrant fusion of emerald green moss, dry brown twigs, a few scattered bright blue bird-of-paradise feathers, and a handful of vibrant pink tropical petals. Inside, three hungry chicks, covered in sparse, downy gray feathers, huddle together, their fragile necks simultaneously stretched upward, their bright yellow beaks open, their black eyes filled with eager anticipation for their parents. The nest itself rests securely at the intersection of several stout branches, beneath which rises the boundless rainforest canopy, a rich, intricate mosaic of giant fern fronds, broad banana leaves, and countless shades of green interwoven into a rich, complex mosaic. The early morning sunlight penetrates the dense treetops and is filtered by layers of leaves into countless soft, mottled beams, casting ever-changing, flickering spots of light on the wet leaves. The whole scene is filled with a quiet and private atmosphere, full of the subtle tension and warm vitality of life about to be nurtured.", + "seed": 25787, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_3/index_2425_seed_25787_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.6694835839793086, + "vlm_logprob": -0.6694835839793086, + "vlm_yes_no_margin": 1.8749999523162841, + "vlm_token_credit": -0.6694835839793086, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.4652979373931885 + ], + "opposite_logprob_tokens": [ + -0.09029791504144669 + ], + "logprob_reward": -2.4652979373931885, + "yes_no_margin_reward": -2.375, + "token_credit_reward": -2.4652979373931885, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12327724695205688, + 0.23611411452293396, + 0.039886489510536194, + 0.0490276999771595, + 0.044483769685029984, + 0.08667463809251785, + 0.07962895184755325, + 0.11726105213165283, + 0.0650857537984848, + 0.15856032073497772 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -2.4652979373931885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8263347148895264 + ], + "opposite_logprob_tokens": [ + -0.5763347148895264 + ], + "logprob_reward": -0.8263347148895264, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8263347148895264, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08217547833919525, + 0.13903595507144928, + 0.03779195621609688, + 0.046649981290102005, + 0.06128300726413727, + 0.06139104440808296, + 0.08633322268724442, + 0.10020649433135986, + 0.07981038093566895, + 0.3053224980831146 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.8263347148895264 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01826491206884384 + ], + "opposite_logprob_tokens": [ + -4.0182647705078125 + ], + "logprob_reward": -0.01826491206884384, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01826491206884384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07981861382722855, + 0.133268803358078, + 0.04083217307925224, + 0.027669262140989304, + 0.07838039845228195, + 0.09529952704906464, + 0.07649728655815125, + 0.09700888395309448, + 0.06078431010246277, + 0.3104407787322998 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.01826491206884384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331812120974064 + ], + "opposite_logprob_tokens": [ + -3.77331805229187 + ], + "logprob_reward": -0.02331812120974064, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331812120974064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10883758217096329, + 0.15556569397449493, + 0.03996292129158974, + 0.041898295283317566, + 0.06328406184911728, + 0.08515916764736176, + 0.1538560390472412, + 0.13702552020549774, + 0.04464564844965935, + 0.16976507008075714 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.02331812120974064 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial drone view gazing vertically downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining static throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bird's nest bowl-shaped and located at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are three chicks with sparse gray downy feathers, open yellow beaks, and black eyes visible inside the nest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a rainforest canopy featuring giant fern fronds, broad banana leaves, and filtered sunlight creating soft mottled beams?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202234335243702 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014202234335243702, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202234335243702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1415843665599823, + 0.160640150308609, + 0.06683565676212311, + 0.04737378656864166, + 0.06459609419107437, + 0.07390542328357697, + 0.06257807463407516, + 0.16526594758033752, + 0.05771631374955177, + 0.159504234790802 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.014202234335243702 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_4/index_tensor([5386, 5386])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_4/index_tensor([5386, 5386])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2d3304ce2aeb994ade8b9d43a174b054127470c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_4/index_tensor([5386, 5386])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme slow-motion close-up, the camera tilts downward, closely following the descent of an antique brass pocket watch against a deep, blurred black background. A concentrated, dramatic spotlight shines from above and sideways, illuminating the watch's case, delicately engraved with vintage arabesques and bearing the marks of age and oxidation. The watch tumbles slowly and gracefully through the air, each rotation channeling light across its curved surface, casting sharp golden highlights and deep shadows. Suddenly, with a precise flip, the watch's spring-loaded cover snaps open with a resounding click, revealing an intricate ivory dial, slender black Roman numerals, and two ornate blued steel hands. The image, dominated by warm gold and deep black, sees light and shadow dance across the metal surface, creating a tranquil atmosphere of frozen time, fraught with suspense and a sense of destiny.", + "seed": 10906, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_4/index_5386_seed_10906_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05910540148615837, + "vlm_logprob": -0.05910540148615837, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.05910540148615837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03728141635656357 + ], + "opposite_logprob_tokens": [ + -3.4122815132141113 + ], + "logprob_reward": -0.03728141635656357, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03728141635656357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0662413090467453, + 0.07051989436149597, + 0.027130767703056335, + 0.11294187605381012, + 0.12586593627929688, + 0.10189735144376755, + 0.187014639377594, + 0.054273590445518494, + 0.14393280446529388, + 0.11018183827400208 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.03728141635656357 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295460164546967 + ], + "opposite_logprob_tokens": [ + -2.237954616546631 + ], + "logprob_reward": -0.11295460164546967, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295460164546967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07216664403676987, + 0.07671287655830383, + 0.059590894728899, + 0.04363158345222473, + 0.08718167245388031, + 0.3889108896255493, + 0.07074348628520966, + 0.07064999639987946, + 0.07391482591629028, + 0.05649709329009056 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.11295460164546967 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700201466679573 + ], + "opposite_logprob_tokens": [ + -2.6950201988220215 + ], + "logprob_reward": -0.0700201466679573, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700201466679573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10801996290683746, + 0.03590254485607147, + 0.08047356456518173, + 0.12209450453519821, + 0.06621960550546646, + 0.1164594441652298, + 0.13097380101680756, + 0.15607503056526184, + 0.10068961977958679, + 0.08309195935726166 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.0700201466679573 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526636466383934 + ], + "opposite_logprob_tokens": [ + -5.255266189575195 + ], + "logprob_reward": -0.00526636466383934, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526636466383934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07017736881971359, + 0.04934718832373619, + 0.031671877950429916, + 0.2266993224620819, + 0.022683793678879738, + 0.042025644332170486, + 0.0712018683552742, + 0.11566289514303207, + 0.18986453115940094, + 0.1806655079126358 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.00526636466383934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000447809696198 + ], + "opposite_logprob_tokens": [ + -2.695004463195801 + ], + "logprob_reward": -0.07000447809696198, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000447809696198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03760024160146713, + 0.023900223895907402, + 0.030635859817266464, + 0.2864226996898651, + 0.10228268057107925, + 0.08676005154848099, + 0.23278173804283142, + 0.06496717035770416, + 0.0417066290974617, + 0.0929427370429039 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.07000447809696198 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion close-up, the camera tilts downward, closely following the descent of an antique brass pocket watch against a deep, blurred black background. A concentrated, dramatic spotlight shines from above and sideways, illuminating the watch's case, delicately engraved with vintage arabesques and bearing the marks of age and oxidation. The watch tumbles slowly and gracefully through the air, each rotation channeling light across its curved surface, casting sharp golden highlights and deep shadows. Suddenly, with a precise flip, the watch's spring-loaded cover snaps open with a resounding click, revealing an intricate ivory dial, slender black Roman numerals, and two ornate blued steel hands. The image, dominated by warm gold and deep black, sees light and shadow dance across the metal surface, creating a tranquil atmosphere of frozen time, fraught with suspense and a sense of destiny.", + "seed": 10907, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_4/index_5386_seed_10907_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06900465171784162, + "vlm_logprob": -0.06900465171784162, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.06900465171784162, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0576929971575737 + ], + "opposite_logprob_tokens": [ + -2.9326930046081543 + ], + "logprob_reward": -0.0576929971575737, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0576929971575737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06919195502996445, + 0.18195627629756927, + 0.06354176253080368, + 0.2325156331062317, + 0.11059911549091339, + 0.031698767095804214, + 0.09358872473239899, + 0.05635584518313408, + 0.11420395225286484, + 0.046348001807928085 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.0576929971575737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363147422671318 + ], + "opposite_logprob_tokens": [ + -3.6513631343841553 + ], + "logprob_reward": -0.026363147422671318, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363147422671318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10434819012880325, + 0.08901766687631607, + 0.061847396194934845, + 0.18241561949253082, + 0.4344525933265686, + 0.029196562245488167, + 0.013071072287857533, + 0.012231715023517609, + 0.03760845959186554, + 0.0358106829226017 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.026363147422671318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987869679927826 + ], + "opposite_logprob_tokens": [ + -1.8048787117004395 + ], + "logprob_reward": -0.17987869679927826, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987869679927826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11124316602945328, + 0.31520572304725647, + 0.06344317644834518, + 0.046709876507520676, + 0.07105319947004318, + 0.09351656585931778, + 0.039413947612047195, + 0.05572521314024925, + 0.14702768623828888, + 0.0566614530980587 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.17987869679927826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108983252197504 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.01108983252197504, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108983252197504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18599539995193481, + 0.05266644433140755, + 0.10686660557985306, + 0.11409198492765427, + 0.05395892634987831, + 0.08163052797317505, + 0.18794073164463043, + 0.08224815875291824, + 0.07012593746185303, + 0.06447526812553406 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.01108983252197504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999858468770981 + ], + "opposite_logprob_tokens": [ + -2.6949985027313232 + ], + "logprob_reward": -0.06999858468770981, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999858468770981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05842210352420807, + 0.4853559136390686, + 0.03784001246094704, + 0.07430939376354218, + 0.06733869761228561, + 0.08885166794061661, + 0.026333272457122803, + 0.06503265351057053, + 0.06779918074607849, + 0.02871706523001194 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.06999858468770981 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion close-up, the camera tilts downward, closely following the descent of an antique brass pocket watch against a deep, blurred black background. A concentrated, dramatic spotlight shines from above and sideways, illuminating the watch's case, delicately engraved with vintage arabesques and bearing the marks of age and oxidation. The watch tumbles slowly and gracefully through the air, each rotation channeling light across its curved surface, casting sharp golden highlights and deep shadows. Suddenly, with a precise flip, the watch's spring-loaded cover snaps open with a resounding click, revealing an intricate ivory dial, slender black Roman numerals, and two ornate blued steel hands. The image, dominated by warm gold and deep black, sees light and shadow dance across the metal surface, creating a tranquil atmosphere of frozen time, fraught with suspense and a sense of destiny.", + "seed": 10908, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_4/index_5386_seed_10908_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.048793771862983705, + "vlm_logprob": -0.048793771862983705, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.048793771862983705, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030821364372968674 + ], + "opposite_logprob_tokens": [ + -3.5308213233947754 + ], + "logprob_reward": -0.030821364372968674, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030821364372968674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2148868590593338, + 0.04032105579972267, + 0.032312195748090744, + 0.019091300666332245, + 0.026168184354901314, + 0.19843783974647522, + 0.03570762276649475, + 0.1401512771844864, + 0.1395532190799713, + 0.15337039530277252 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.030821364372968674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904393762350082 + ], + "opposite_logprob_tokens": [ + -2.4640438556671143 + ], + "logprob_reward": -0.08904393762350082, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904393762350082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6178358793258667, + 0.056538041681051254, + 0.026761073619127274, + 0.010489196516573429, + 0.020609082654118538, + 0.13085420429706573, + 0.025717979297041893, + 0.02389371208846569, + 0.03543119877576828, + 0.051869601011276245 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.08904393762350082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495576187968254 + ], + "opposite_logprob_tokens": [ + -2.9299557209014893 + ], + "logprob_reward": -0.05495576187968254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495576187968254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13425064086914062, + 0.04651342332363129, + 0.050875209271907806, + 0.04958029091358185, + 0.02238389663398266, + 0.3491676151752472, + 0.06394965201616287, + 0.06514248996973038, + 0.12013131380081177, + 0.09800545126199722 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.05495576187968254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206700026988983 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206700026988983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206700026988983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13437944650650024, + 0.03217000886797905, + 0.031327731907367706, + 0.018701845780014992, + 0.056211523711681366, + 0.24572627246379852, + 0.18812601268291473, + 0.06543918699026108, + 0.10527277737855911, + 0.12264513969421387 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.014206700026988983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054941095411777496 + ], + "opposite_logprob_tokens": [ + -2.929941177368164 + ], + "logprob_reward": -0.054941095411777496, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054941095411777496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30985066294670105, + 0.03947971761226654, + 0.05085659399628639, + 0.02880270779132843, + 0.04687189683318138, + 0.22996766865253448, + 0.13984519243240356, + 0.05132861062884331, + 0.04987158998847008, + 0.05312540754675865 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.054941095411777496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion close-up, the camera tilts downward, closely following the descent of an antique brass pocket watch against a deep, blurred black background. A concentrated, dramatic spotlight shines from above and sideways, illuminating the watch's case, delicately engraved with vintage arabesques and bearing the marks of age and oxidation. The watch tumbles slowly and gracefully through the air, each rotation channeling light across its curved surface, casting sharp golden highlights and deep shadows. Suddenly, with a precise flip, the watch's spring-loaded cover snaps open with a resounding click, revealing an intricate ivory dial, slender black Roman numerals, and two ornate blued steel hands. The image, dominated by warm gold and deep black, sees light and shadow dance across the metal surface, creating a tranquil atmosphere of frozen time, fraught with suspense and a sense of destiny.", + "seed": 10909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_4/index_5386_seed_10909_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03143674619495869, + "vlm_logprob": -0.03143674619495869, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.03143674619495869, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035615671426057816 + ], + "opposite_logprob_tokens": [ + -3.4106156826019287 + ], + "logprob_reward": -0.035615671426057816, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.035615671426057816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07892974466085434, + 0.05465929955244064, + 0.04700077697634697, + 0.0962890088558197, + 0.3294575810432434, + 0.029088327661156654, + 0.17410878837108612, + 0.0813194215297699, + 0.07537779957056046, + 0.033769212663173676 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.035615671426057816 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181988924741745 + ], + "opposite_logprob_tokens": [ + -4.0181989669799805 + ], + "logprob_reward": -0.0181988924741745, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181988924741745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1851031631231308, + 0.5165742635726929, + 0.0359480045735836, + 0.035027455538511276, + 0.05880914628505707, + 0.018009662628173828, + 0.047634635120630264, + 0.021946514025330544, + 0.03137864172458649, + 0.04956858605146408 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0181988924741745 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204615533351898 + ], + "opposite_logprob_tokens": [ + -2.8120460510253906 + ], + "logprob_reward": -0.06204615533351898, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204615533351898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15835639834403992, + 0.08555973321199417, + 0.06739015132188797, + 0.06712258607149124, + 0.21649937331676483, + 0.07235264033079147, + 0.07623881846666336, + 0.04455367475748062, + 0.13326452672481537, + 0.07866208255290985 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.06204615533351898 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637703791260719 + ], + "opposite_logprob_tokens": [ + -4.8826375007629395 + ], + "logprob_reward": -0.007637703791260719, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637703791260719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0829479843378067, + 0.05758106708526611, + 0.08750969916582108, + 0.07075046747922897, + 0.09262194484472275, + 0.047940611839294434, + 0.08014872670173645, + 0.05141083896160126, + 0.1311066448688507, + 0.2979819178581238 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.007637703791260719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, blurred black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward while following the watch's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the watch's spring-loaded cover snap open to reveal an ivory dial with black Roman numerals and blued steel hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the watch shown tumbling slowly and gracefully through the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368530794978142 + ], + "opposite_logprob_tokens": [ + -3.4086852073669434 + ], + "logprob_reward": -0.03368530794978142, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368530794978142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09257909655570984, + 0.1397920548915863, + 0.10163778811693192, + 0.3273897171020508, + 0.17172370851039886, + 0.01666843146085739, + 0.06260555237531662, + 0.02721729688346386, + 0.031950369477272034, + 0.02843605726957321 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.03368530794978142 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_5/index_tensor([6557, 6557])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_5/index_tensor([6557, 6557])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1b3b53935bd23e5e79590a11165b6767c91cddf8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_5/index_tensor([6557, 6557])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up camera captures an accelerated time-lapse of the entire growth cycle of a solitary cut-leaf coneflower in a sterile, futuristic biotope. Rendered in stunning 8K, the scene begins with a single sprout inexorably advancing through dark, seemingly synthetic soil within a polished chrome pot. Hyperreal details reveal the delicate texture of the soil's separations and the delicate, translucent hairs on the emerging stem. As the plant grows, its deeply lobed, vibrant green leaves unfold with a dry, graceful rhythm, their organic shapes contrasting sharply with the cold, metallic surroundings visible in the soft-focus background, which consists of hexagonal siding and a dim, cool-white LED strip. The camera remains perfectly still, subtly twisting toward a clinical overhead grow light as the lens lever lengthens, casting crisp, clear shadows. The bud swells at the tip and then bursts open in a silent, rapid burst of color, its delicate, vibrant yellow petals unfurling to reveal an intricate, deep-brown central cone. One moment, the flower blooms defiantly, a solitary point of warmth and life against a dystopian backdrop, and then its petals inevitably begin to droop and wither, their colors fading as the plant curls back on, completing a poignant and isolating dance between life and decay. The atmosphere is one of melancholic awe, highlighting the fragile beauty of nature’s continued existence in a cold, unforgiving, technologically barren world.", + "seed": 23933, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_5/index_6557_seed_23933_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1767301677726209, + "vlm_logprob": -0.1767301677726209, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.1767301677726209, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043961286544799805 + ], + "opposite_logprob_tokens": [ + -3.1689612865448 + ], + "logprob_reward": -0.043961286544799805, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043961286544799805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1607671082019806, + 0.10989362746477127, + 0.10503677278757095, + 0.06802939623594284, + 0.06097288057208061, + 0.03690166771411896, + 0.2728765606880188, + 0.039542969316244125, + 0.02542416751384735, + 0.12055481970310211 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.043961286544799805 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005304843187332 + ], + "opposite_logprob_tokens": [ + -2.6950531005859375 + ], + "logprob_reward": -0.07005304843187332, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005304843187332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17426393926143646, + 0.10501672327518463, + 0.2231401652097702, + 0.14809207618236542, + 0.1040055975317955, + 0.018496869131922722, + 0.06622426956892014, + 0.08324077725410461, + 0.023006822913885117, + 0.05451275780797005 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.07005304843187332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640049956738949 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008640049956738949, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640049956738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055206168442964554, + 0.1498144418001175, + 0.09210667759180069, + 0.07643426954746246, + 0.04268429055809975, + 0.05303323268890381, + 0.31571370363235474, + 0.1287268102169037, + 0.012465058825910091, + 0.07381536811590195 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.008640049956738949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577941417694092 + ], + "opposite_logprob_tokens": [ + -0.6327941417694092 + ], + "logprob_reward": -0.7577941417694092, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577941417694092, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08568824827671051, + 0.10093583911657333, + 0.25930383801460266, + 0.10582485049962997, + 0.10619654506444931, + 0.07305595278739929, + 0.028989451006054878, + 0.04085124284029007, + 0.124169260263443, + 0.0749848261475563 + ], + "top_frames": [ + 2, + 8, + 4 + ], + "selected_reward": -0.7577941417694092 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003202312160283327 + ], + "opposite_logprob_tokens": [ + -5.753202438354492 + ], + "logprob_reward": -0.003202312160283327, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003202312160283327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036439307034015656, + 0.029968127608299255, + 0.14661644399166107, + 0.015007779002189636, + 0.044413164258003235, + 0.08237327635288239, + 0.48064541816711426, + 0.1298048198223114, + 0.016958612948656082, + 0.017773082479834557 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.003202312160283327 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up camera captures an accelerated time-lapse of the entire growth cycle of a solitary cut-leaf coneflower in a sterile, futuristic biotope. Rendered in stunning 8K, the scene begins with a single sprout inexorably advancing through dark, seemingly synthetic soil within a polished chrome pot. Hyperreal details reveal the delicate texture of the soil's separations and the delicate, translucent hairs on the emerging stem. As the plant grows, its deeply lobed, vibrant green leaves unfold with a dry, graceful rhythm, their organic shapes contrasting sharply with the cold, metallic surroundings visible in the soft-focus background, which consists of hexagonal siding and a dim, cool-white LED strip. The camera remains perfectly still, subtly twisting toward a clinical overhead grow light as the lens lever lengthens, casting crisp, clear shadows. The bud swells at the tip and then bursts open in a silent, rapid burst of color, its delicate, vibrant yellow petals unfurling to reveal an intricate, deep-brown central cone. One moment, the flower blooms defiantly, a solitary point of warmth and life against a dystopian backdrop, and then its petals inevitably begin to droop and wither, their colors fading as the plant curls back on, completing a poignant and isolating dance between life and decay. The atmosphere is one of melancholic awe, highlighting the fragile beauty of nature’s continued existence in a cold, unforgiving, technologically barren world.", + "seed": 23934, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_5/index_6557_seed_23934_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1977713814470917, + "vlm_logprob": -0.1977713814470917, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.1977713814470917, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03083535097539425 + ], + "opposite_logprob_tokens": [ + -3.5308353900909424 + ], + "logprob_reward": -0.03083535097539425, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03083535097539425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11213617771863937, + 0.05653788521885872, + 0.059867825359106064, + 0.05753651261329651, + 0.06402230262756348, + 0.26272454857826233, + 0.08289097249507904, + 0.13633882999420166, + 0.12067495286464691, + 0.047270048409700394 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.03083535097539425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297845095396042 + ], + "opposite_logprob_tokens": [ + -2.237978458404541 + ], + "logprob_reward": -0.11297845095396042, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297845095396042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2137296497821808, + 0.11494370549917221, + 0.06673422455787659, + 0.06647475808858871, + 0.12596416473388672, + 0.2152668833732605, + 0.06985767930746078, + 0.03257469832897186, + 0.044026490300893784, + 0.050427716225385666 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.11297845095396042 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607024483382702 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.01607024483382702, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607024483382702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08117330074310303, + 0.09598331898450851, + 0.03990860655903816, + 0.06368640810251236, + 0.05199158936738968, + 0.255186527967453, + 0.24505844712257385, + 0.07607148587703705, + 0.05991290137171745, + 0.031027356162667274 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.01607024483382702 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261425495147705 + ], + "opposite_logprob_tokens": [ + -0.5761425495147705 + ], + "logprob_reward": -0.8261425495147705, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261425495147705, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07909714430570602, + 0.05628376081585884, + 0.060969945043325424, + 0.04724690690636635, + 0.05456729605793953, + 0.2151615172624588, + 0.11915035545825958, + 0.29967883229255676, + 0.020170101895928383, + 0.04767412319779396 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.8261425495147705 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002830310957506299 + ], + "opposite_logprob_tokens": [ + -5.877830505371094 + ], + "logprob_reward": -0.002830310957506299, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002830310957506299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0835832878947258, + 0.09153040498495102, + 0.07328332215547562, + 0.0568319670855999, + 0.09500125050544739, + 0.3001610338687897, + 0.0877784937620163, + 0.09910090267658234, + 0.07275445014238358, + 0.03997492417693138 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.002830310957506299 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up camera captures an accelerated time-lapse of the entire growth cycle of a solitary cut-leaf coneflower in a sterile, futuristic biotope. Rendered in stunning 8K, the scene begins with a single sprout inexorably advancing through dark, seemingly synthetic soil within a polished chrome pot. Hyperreal details reveal the delicate texture of the soil's separations and the delicate, translucent hairs on the emerging stem. As the plant grows, its deeply lobed, vibrant green leaves unfold with a dry, graceful rhythm, their organic shapes contrasting sharply with the cold, metallic surroundings visible in the soft-focus background, which consists of hexagonal siding and a dim, cool-white LED strip. The camera remains perfectly still, subtly twisting toward a clinical overhead grow light as the lens lever lengthens, casting crisp, clear shadows. The bud swells at the tip and then bursts open in a silent, rapid burst of color, its delicate, vibrant yellow petals unfurling to reveal an intricate, deep-brown central cone. One moment, the flower blooms defiantly, a solitary point of warmth and life against a dystopian backdrop, and then its petals inevitably begin to droop and wither, their colors fading as the plant curls back on, completing a poignant and isolating dance between life and decay. The atmosphere is one of melancholic awe, highlighting the fragile beauty of nature’s continued existence in a cold, unforgiving, technologically barren world.", + "seed": 23935, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_5/index_6557_seed_23935_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.12950408309698105, + "vlm_logprob": -0.12950408309698105, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.12950408309698105, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04944702982902527 + ], + "opposite_logprob_tokens": [ + -3.0494470596313477 + ], + "logprob_reward": -0.04944702982902527, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04944702982902527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10586109757423401, + 0.05625170096755028, + 0.10785657912492752, + 0.11551477015018463, + 0.10963485389947891, + 0.050395041704177856, + 0.05734894424676895, + 0.09995448589324951, + 0.18933206796646118, + 0.10785043239593506 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.04944702982902527 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040080785751343 + ], + "opposite_logprob_tokens": [ + -1.9104008674621582 + ], + "logprob_reward": -0.16040080785751343, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040080785751343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10773549228906631, + 0.0845552459359169, + 0.17712655663490295, + 0.08500992506742477, + 0.09561638534069061, + 0.040896397083997726, + 0.05739593505859375, + 0.05033117160201073, + 0.0646887868642807, + 0.23664407432079315 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.16040080785751343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464171078056097 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.00464171078056097, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464171078056097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22019454836845398, + 0.05624976009130478, + 0.04074248671531677, + 0.07709567248821259, + 0.08193933218717575, + 0.0837278962135315, + 0.09372308105230331, + 0.06863266229629517, + 0.19397497177124023, + 0.08371958136558533 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.00464171078056097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289250373840332 + ], + "opposite_logprob_tokens": [ + -1.0539250373840332 + ], + "logprob_reward": -0.4289250373840332, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289250373840332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09741473942995071, + 0.037569161504507065, + 0.0566750168800354, + 0.048507533967494965, + 0.09120699018239975, + 0.07879369705915451, + 0.10391959547996521, + 0.20797409117221832, + 0.18849487602710724, + 0.08944431692361832 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.4289250373840332 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105829633772373 + ], + "opposite_logprob_tokens": [ + -5.504106044769287 + ], + "logprob_reward": -0.004105829633772373, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105829633772373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0749739333987236, + 0.06089714169502258, + 0.12430121004581451, + 0.12663820385932922, + 0.04417463392019272, + 0.06367635726928711, + 0.08155938982963562, + 0.04118245840072632, + 0.3119652271270752, + 0.0706314817070961 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.004105829633772373 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up camera captures an accelerated time-lapse of the entire growth cycle of a solitary cut-leaf coneflower in a sterile, futuristic biotope. Rendered in stunning 8K, the scene begins with a single sprout inexorably advancing through dark, seemingly synthetic soil within a polished chrome pot. Hyperreal details reveal the delicate texture of the soil's separations and the delicate, translucent hairs on the emerging stem. As the plant grows, its deeply lobed, vibrant green leaves unfold with a dry, graceful rhythm, their organic shapes contrasting sharply with the cold, metallic surroundings visible in the soft-focus background, which consists of hexagonal siding and a dim, cool-white LED strip. The camera remains perfectly still, subtly twisting toward a clinical overhead grow light as the lens lever lengthens, casting crisp, clear shadows. The bud swells at the tip and then bursts open in a silent, rapid burst of color, its delicate, vibrant yellow petals unfurling to reveal an intricate, deep-brown central cone. One moment, the flower blooms defiantly, a solitary point of warmth and life against a dystopian backdrop, and then its petals inevitably begin to droop and wither, their colors fading as the plant curls back on, completing a poignant and isolating dance between life and decay. The atmosphere is one of melancholic awe, highlighting the fragile beauty of nature’s continued existence in a cold, unforgiving, technologically barren world.", + "seed": 23936, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_5/index_6557_seed_23936_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1617113550193608, + "vlm_logprob": -0.1617113550193608, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.1617113550193608, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05611368268728256 + ], + "opposite_logprob_tokens": [ + -2.9311137199401855 + ], + "logprob_reward": -0.05611368268728256, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05611368268728256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11682366579771042, + 0.15710225701332092, + 0.1183287724852562, + 0.10111119598150253, + 0.04576045274734497, + 0.07775850594043732, + 0.07798530161380768, + 0.08151261508464813, + 0.15261714160442352, + 0.0710001066327095 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.05611368268728256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869122803211212 + ], + "opposite_logprob_tokens": [ + -3.0486912727355957 + ], + "logprob_reward": -0.04869122803211212, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869122803211212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2111234813928604, + 0.12188994884490967, + 0.13079100847244263, + 0.22103825211524963, + 0.07276050746440887, + 0.04653465747833252, + 0.05848837271332741, + 0.057705990970134735, + 0.05837172269821167, + 0.02129601687192917 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.04869122803211212 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742346566170454 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.006742346566170454, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742346566170454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12212450802326202, + 0.27896633744239807, + 0.1498158872127533, + 0.13698692619800568, + 0.10073398053646088, + 0.051316037774086, + 0.05707739293575287, + 0.047903772443532944, + 0.037807896733284, + 0.0172672588378191 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.006742346566170454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933779716491699 + ], + "opposite_logprob_tokens": [ + -0.6933779716491699 + ], + "logprob_reward": -0.6933779716491699, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933779716491699, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14001339673995972, + 0.19339582324028015, + 0.08205673843622208, + 0.030428273603320122, + 0.11035177111625671, + 0.08643434941768646, + 0.14934572577476501, + 0.09699885547161102, + 0.08072617650032043, + 0.03024894930422306 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.6933779716491699 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a solitary cut-leaf coneflower growing from a sprout to a blooming flower and then withering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a sterile, futuristic biotope featuring dark synthetic soil, a polished chrome pot, and hexagonal siding in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the plant's growth as an accelerated time-lapse sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned in a static extreme close-up that remains perfectly still while the lens lever lengthens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the flower bloom with vibrant yellow petals and a deep-brown central cone before its colors fade and it withers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003631546162068844 + ], + "opposite_logprob_tokens": [ + -5.628631591796875 + ], + "logprob_reward": -0.003631546162068844, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003631546162068844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26167526841163635, + 0.14960050582885742, + 0.051060520112514496, + 0.12890556454658508, + 0.06259210407733917, + 0.04807363077998161, + 0.08462517708539963, + 0.07808516174554825, + 0.07402355223894119, + 0.0613585002720356 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.003631546162068844 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_6/index_tensor([1440, 1440])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_6/index_tensor([1440, 1440])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..12b3656940831fa3a4d03afe8c1d2b2d88ea43af --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_6/index_tensor([1440, 1440])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot begins, the camera gliding slowly and deliberately along the left side of a heavily modified VCX-100 freighter as it hovers above a vast, dusty, sun-scorched plain. The immense force of its active reverse thrust becomes tangible, churning the dry ground below into a thick, swirling vortex of ochre dust and pebbles. The camera's steady, careful path reveals gritty mechanical details: the hull plating is a mosaic of charred and weathered original panels, punctuated by crudely patched armor that reveals the raw metal beneath. A slow, viscous stream of black hydraulic fluid leaks from a damaged pipe, running an oily line along the grimy fuselage. In the harsh light of a single, blazing sun, every dent and blast mark casts a deep shadow, emphasizing the ship's brutal history. The air around the powerful engine shimmers palpably with heat, and the entire scene is filled with the faint, heavy hum of its active power core, creating a tense, cinematic atmosphere of gritty endurance in the desolate wasteland.", + "seed": 11517, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_6/index_1440_seed_11517_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1248310811817646, + "vlm_logprob": -0.1248310811817646, + "vlm_yes_no_margin": 2.799999952316284, + "vlm_token_credit": -0.1248310811817646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.29453858733177185 + ], + "opposite_logprob_tokens": [ + -1.4195386171340942 + ], + "logprob_reward": -0.29453858733177185, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.29453858733177185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06613189727067947, + 0.082065150141716, + 0.032359957695007324, + 0.05670972540974617, + 0.14636315405368805, + 0.08908199518918991, + 0.14472696185112, + 0.028079474344849586, + 0.32725760340690613, + 0.027224117890000343 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.29453858733177185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018228275701403618 + ], + "opposite_logprob_tokens": [ + -4.018228054046631 + ], + "logprob_reward": -0.018228275701403618, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018228275701403618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11944855749607086, + 0.06656937301158905, + 0.03778320178389549, + 0.42939168214797974, + 0.06760285049676895, + 0.029725410044193268, + 0.05740788206458092, + 0.07318000495433807, + 0.0901825875043869, + 0.028708437457680702 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.018228275701403618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753003224730492 + ], + "opposite_logprob_tokens": [ + -5.006752967834473 + ], + "logprob_reward": -0.006753003224730492, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753003224730492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10632350295782089, + 0.08121765404939651, + 0.05698959156870842, + 0.19803135097026825, + 0.08470651507377625, + 0.056434471160173416, + 0.12578603625297546, + 0.05675474926829338, + 0.18878430128097534, + 0.044971808791160583 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.006753003224730492 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902006804943085 + ], + "opposite_logprob_tokens": [ + -2.5790200233459473 + ], + "logprob_reward": -0.07902006804943085, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902006804943085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11530055850744247, + 0.10828781872987747, + 0.06222738325595856, + 0.19246935844421387, + 0.049566227942705154, + 0.1054837554693222, + 0.11382650583982468, + 0.021626347675919533, + 0.14378142356872559, + 0.08743061125278473 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.07902006804943085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256154716014862 + ], + "opposite_logprob_tokens": [ + -1.6006155014038086 + ], + "logprob_reward": -0.2256154716014862, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256154716014862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20467087626457214, + 0.043782517313957214, + 0.044070251286029816, + 0.24787645041942596, + 0.039010386914014816, + 0.06527527421712875, + 0.04936512932181358, + 0.08920060843229294, + 0.1173052117228508, + 0.09944326430559158 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.2256154716014862 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot begins, the camera gliding slowly and deliberately along the left side of a heavily modified VCX-100 freighter as it hovers above a vast, dusty, sun-scorched plain. The immense force of its active reverse thrust becomes tangible, churning the dry ground below into a thick, swirling vortex of ochre dust and pebbles. The camera's steady, careful path reveals gritty mechanical details: the hull plating is a mosaic of charred and weathered original panels, punctuated by crudely patched armor that reveals the raw metal beneath. A slow, viscous stream of black hydraulic fluid leaks from a damaged pipe, running an oily line along the grimy fuselage. In the harsh light of a single, blazing sun, every dent and blast mark casts a deep shadow, emphasizing the ship's brutal history. The air around the powerful engine shimmers palpably with heat, and the entire scene is filled with the faint, heavy hum of its active power core, creating a tense, cinematic atmosphere of gritty endurance in the desolate wasteland.", + "seed": 11518, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_6/index_1440_seed_11518_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13342582108452916, + "vlm_logprob": -0.13342582108452916, + "vlm_yes_no_margin": 3.3999999880790712, + "vlm_token_credit": -0.13342582108452916, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4510546326637268 + ], + "opposite_logprob_tokens": [ + -1.076054573059082 + ], + "logprob_reward": -0.4510546326637268, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4510546326637268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17525355517864227, + 0.09426896274089813, + 0.1028994545340538, + 0.11192828416824341, + 0.047295600175857544, + 0.049045830965042114, + 0.06427530944347382, + 0.18048515915870667, + 0.12894639372825623, + 0.0456014983355999 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.4510546326637268 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005288420710712671 + ], + "opposite_logprob_tokens": [ + -5.255288600921631 + ], + "logprob_reward": -0.005288420710712671, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005288420710712671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1303691267967224, + 0.1612618863582611, + 0.07375189661979675, + 0.12052800506353378, + 0.11770874261856079, + 0.024038299918174744, + 0.15471138060092926, + 0.08250656723976135, + 0.060424305498600006, + 0.07469973713159561 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.005288420710712671 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017279945313930511 + ], + "opposite_logprob_tokens": [ + -6.376728057861328 + ], + "logprob_reward": -0.0017279945313930511, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017279945313930511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1663207709789276, + 0.09724035859107971, + 0.2855636179447174, + 0.08981279283761978, + 0.06705585867166519, + 0.029499158263206482, + 0.07269568741321564, + 0.06886818259954453, + 0.051506273448467255, + 0.07143735885620117 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0017279945313930511 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867817088961601 + ], + "opposite_logprob_tokens": [ + -3.048678159713745 + ], + "logprob_reward": -0.04867817088961601, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867817088961601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08059617877006531, + 0.047316353768110275, + 0.6311691403388977, + 0.06323663145303726, + 0.035251498222351074, + 0.022426128387451172, + 0.019106023013591766, + 0.04530743509531021, + 0.03694969043135643, + 0.018640942871570587 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.04867817088961601 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037988662719727 + ], + "opposite_logprob_tokens": [ + -1.9103798866271973 + ], + "logprob_reward": -0.16037988662719727, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037988662719727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17838004231452942, + 0.05250341072678566, + 0.24891020357608795, + 0.12005181610584259, + 0.03348100557923317, + 0.02912893332540989, + 0.1459313929080963, + 0.04379892349243164, + 0.029176857322454453, + 0.11863747984170914 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.16037988662719727 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot begins, the camera gliding slowly and deliberately along the left side of a heavily modified VCX-100 freighter as it hovers above a vast, dusty, sun-scorched plain. The immense force of its active reverse thrust becomes tangible, churning the dry ground below into a thick, swirling vortex of ochre dust and pebbles. The camera's steady, careful path reveals gritty mechanical details: the hull plating is a mosaic of charred and weathered original panels, punctuated by crudely patched armor that reveals the raw metal beneath. A slow, viscous stream of black hydraulic fluid leaks from a damaged pipe, running an oily line along the grimy fuselage. In the harsh light of a single, blazing sun, every dent and blast mark casts a deep shadow, emphasizing the ship's brutal history. The air around the powerful engine shimmers palpably with heat, and the entire scene is filled with the faint, heavy hum of its active power core, creating a tense, cinematic atmosphere of gritty endurance in the desolate wasteland.", + "seed": 11519, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_6/index_1440_seed_11519_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0708701457362622, + "vlm_logprob": -0.0708701457362622, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.0708701457362622, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1483740359544754 + ], + "opposite_logprob_tokens": [ + -2.148374080657959 + ], + "logprob_reward": -0.1483740359544754, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1483740359544754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21502481400966644, + 0.09521608799695969, + 0.12223479151725769, + 0.04129673168063164, + 0.020203527063131332, + 0.08845745027065277, + 0.2024518996477127, + 0.07180429995059967, + 0.0554550364613533, + 0.08785535395145416 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.1483740359544754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002841247245669365 + ], + "opposite_logprob_tokens": [ + -5.877841472625732 + ], + "logprob_reward": -0.002841247245669365, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002841247245669365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15933384001255035, + 0.12953907251358032, + 0.10673403739929199, + 0.027400614693760872, + 0.1306966096162796, + 0.09987028688192368, + 0.18238627910614014, + 0.025353863835334778, + 0.03959492966532707, + 0.09909048676490784 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.002841247245669365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002497769659385085 + ], + "opposite_logprob_tokens": [ + -6.002497673034668 + ], + "logprob_reward": -0.002497769659385085, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002497769659385085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.528168261051178, + 0.05668388307094574, + 0.06629744917154312, + 0.04986642673611641, + 0.04530083388090134, + 0.06802621483802795, + 0.053995419293642044, + 0.049430180341005325, + 0.043749094009399414, + 0.03848220407962799 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.002497769659385085 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032854229211807 + ], + "opposite_logprob_tokens": [ + -2.3503284454345703 + ], + "logprob_reward": -0.10032854229211807, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032854229211807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4030090570449829, + 0.0544336661696434, + 0.026069123297929764, + 0.04673650860786438, + 0.11375227570533752, + 0.18471549451351166, + 0.05427508056163788, + 0.03892980143427849, + 0.039756011217832565, + 0.03832296282052994 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.10032854229211807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030913352966309 + ], + "opposite_logprob_tokens": [ + -2.350309133529663 + ], + "logprob_reward": -0.10030913352966309, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030913352966309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4381692707538605, + 0.06998953223228455, + 0.03486267477273941, + 0.035700149834156036, + 0.05725545808672905, + 0.04081500694155693, + 0.13210445642471313, + 0.07047238200902939, + 0.04863814637064934, + 0.07199305295944214 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.10030913352966309 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot begins, the camera gliding slowly and deliberately along the left side of a heavily modified VCX-100 freighter as it hovers above a vast, dusty, sun-scorched plain. The immense force of its active reverse thrust becomes tangible, churning the dry ground below into a thick, swirling vortex of ochre dust and pebbles. The camera's steady, careful path reveals gritty mechanical details: the hull plating is a mosaic of charred and weathered original panels, punctuated by crudely patched armor that reveals the raw metal beneath. A slow, viscous stream of black hydraulic fluid leaks from a damaged pipe, running an oily line along the grimy fuselage. In the harsh light of a single, blazing sun, every dent and blast mark casts a deep shadow, emphasizing the ship's brutal history. The air around the powerful engine shimmers palpably with heat, and the entire scene is filled with the faint, heavy hum of its active power core, creating a tense, cinematic atmosphere of gritty endurance in the desolate wasteland.", + "seed": 11520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_6/index_1440_seed_11520_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14457936680410058, + "vlm_logprob": -0.14457936680410058, + "vlm_yes_no_margin": 3.3499999761581423, + "vlm_token_credit": -0.14457936680410058, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48567432165145874 + ], + "opposite_logprob_tokens": [ + -0.9856743216514587 + ], + "logprob_reward": -0.48567432165145874, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.48567432165145874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05651535093784332, + 0.03416982665657997, + 0.027919868007302284, + 0.04247885197401047, + 0.1071784719824791, + 0.1324274241924286, + 0.2832222282886505, + 0.02649400755763054, + 0.23540373146533966, + 0.05419021472334862 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.48567432165145874 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036340404767543077 + ], + "opposite_logprob_tokens": [ + -5.628633975982666 + ], + "logprob_reward": -0.0036340404767543077, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036340404767543077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08006609231233597, + 0.0447438508272171, + 0.026261502876877785, + 0.059002622961997986, + 0.10753370076417923, + 0.08956944197416306, + 0.31634706258773804, + 0.0331583097577095, + 0.16958747804164886, + 0.07372995465993881 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.0036340404767543077 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017215682892128825 + ], + "opposite_logprob_tokens": [ + -6.376721382141113 + ], + "logprob_reward": -0.0017215682892128825, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017215682892128825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08325187861919403, + 0.04678153991699219, + 0.06142881140112877, + 0.10638713091611862, + 0.10082259029150009, + 0.15873180329799652, + 0.16902117431163788, + 0.03938620164990425, + 0.19804030656814575, + 0.036148544400930405 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.0017215682892128825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906149119138718 + ], + "opposite_logprob_tokens": [ + -2.4640614986419678 + ], + "logprob_reward": -0.08906149119138718, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906149119138718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05561678856611252, + 0.026112232357263565, + 0.051305051892995834, + 0.06601016968488693, + 0.1072748601436615, + 0.13830573856830597, + 0.3375933766365051, + 0.06272831559181213, + 0.11375153064727783, + 0.04130200296640396 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.08906149119138718 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking along the left side of a heavily modified VCX-100 freighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the freighter hovering above a vast, dusty, sun-scorched plain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the reverse thrust of the ship churn the ground into a thick, swirling vortex of ochre dust and pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a slow, viscous stream of black hydraulic fluid leaking from a damaged pipe along the hull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene show a single blazing sun casting deep shadows and creating visible heat shimmer around the engine?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280541241168976 + ], + "opposite_logprob_tokens": [ + -2.017805337905884 + ], + "logprob_reward": -0.14280541241168976, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14280541241168976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09848007559776306, + 0.08786880224943161, + 0.032246410846710205, + 0.06384038180112839, + 0.10464241355657578, + 0.12152740359306335, + 0.07866692543029785, + 0.11344725638628006, + 0.24304993450641632, + 0.056230369955301285 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.14280541241168976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_7/index_tensor([3948, 3948])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_7/index_tensor([3948, 3948])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eae2fef65b2a73e469de5a2abcbabb7f5765fe63 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_7/index_tensor([3948, 3948])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Rendered in hyper-realistic CGI, the scene begins with a low-angle medium shot, capturing the precise moment a massive, gelatinous green creature rebounds from a solid rock wall. The creature's amorphous body is a vibrant, translucent lime green with a damp, shimmering sheen, revealing a dark, emerald structure within its core, trembling violently from the impact. As it rebounds from the jagged, damp obsidian wall, a series of shimmering, concentric ripples rapidly course through its form, distorting its translucent surface like waves. The camera then executes a smooth, continuous, doll-like pull-out, pulling back to reveal the true enormity of the creature and its cavernous surroundings. This movement reveals the rock wall to be but a small portion of a vast subterranean cavern, where massive stalactites hang from a ceiling that vanishes into darkness, and a cool, ethereal mist blankets the floor below. The only illumination comes from the creature's own subtle bioluminescence and the faint, blue-glowing patches of phosphorus moss on the cavern walls, casting long, dynamic shadows and creating an atmosphere of breathtaking, otherworldly grandeur.", + "seed": 31765, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_7/index_3948_seed_31765_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02341148122213781, + "vlm_logprob": -0.02341148122213781, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.02341148122213781, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003498982172459364 + ], + "opposite_logprob_tokens": [ + -5.7534990310668945 + ], + "logprob_reward": -0.003498982172459364, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003498982172459364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27883821725845337, + 0.03384937345981598, + 0.05535395070910454, + 0.06982629001140594, + 0.055023904889822006, + 0.09591573476791382, + 0.17889682948589325, + 0.08619469404220581, + 0.07751694321632385, + 0.06858409196138382 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.003498982172459364 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905920386314392 + ], + "opposite_logprob_tokens": [ + -2.4640591144561768 + ], + "logprob_reward": -0.08905920386314392, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905920386314392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16940844058990479, + 0.04401835799217224, + 0.16049575805664062, + 0.2038537859916687, + 0.05654188618063927, + 0.08399271965026855, + 0.11004649847745895, + 0.0386245995759964, + 0.06101251766085625, + 0.07200541347265244 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.08905920386314392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003194113029167056 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.003194113029167056, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003194113029167056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2776922583580017, + 0.042259979993104935, + 0.16675376892089844, + 0.07596608251333237, + 0.09997240453958511, + 0.06210623309016228, + 0.09359584748744965, + 0.04949149489402771, + 0.07156138867139816, + 0.060600534081459045 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.003194113029167056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249644163995981 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249644163995981, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249644163995981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.209193617105484, + 0.034712232649326324, + 0.04730476438999176, + 0.07142692059278488, + 0.14705544710159302, + 0.24631217122077942, + 0.10411544889211655, + 0.06531018763780594, + 0.020463135093450546, + 0.05410612374544144 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.005249644163995981 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016055462881922722 + ], + "opposite_logprob_tokens": [ + -4.141055583953857 + ], + "logprob_reward": -0.016055462881922722, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016055462881922722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03931252658367157, + 0.01716599427163601, + 0.2123020589351654, + 0.060157693922519684, + 0.08007387816905975, + 0.11974867433309555, + 0.14170318841934204, + 0.04729743301868439, + 0.10608837753534317, + 0.1761501431465149 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.016055462881922722 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in hyper-realistic CGI, the scene begins with a low-angle medium shot, capturing the precise moment a massive, gelatinous green creature rebounds from a solid rock wall. The creature's amorphous body is a vibrant, translucent lime green with a damp, shimmering sheen, revealing a dark, emerald structure within its core, trembling violently from the impact. As it rebounds from the jagged, damp obsidian wall, a series of shimmering, concentric ripples rapidly course through its form, distorting its translucent surface like waves. The camera then executes a smooth, continuous, doll-like pull-out, pulling back to reveal the true enormity of the creature and its cavernous surroundings. This movement reveals the rock wall to be but a small portion of a vast subterranean cavern, where massive stalactites hang from a ceiling that vanishes into darkness, and a cool, ethereal mist blankets the floor below. The only illumination comes from the creature's own subtle bioluminescence and the faint, blue-glowing patches of phosphorus moss on the cavern walls, casting long, dynamic shadows and creating an atmosphere of breathtaking, otherworldly grandeur.", + "seed": 31766, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_7/index_3948_seed_31766_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016251297341659664, + "vlm_logprob": -0.016251297341659664, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.016251297341659664, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00207399670034647 + ], + "opposite_logprob_tokens": [ + -6.502073764801025 + ], + "logprob_reward": -0.00207399670034647, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.00207399670034647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13977113366127014, + 0.07675041258335114, + 0.06304264813661575, + 0.07557623833417892, + 0.05275195837020874, + 0.039295461028814316, + 0.17894120514392853, + 0.22298307716846466, + 0.059167467057704926, + 0.09172032028436661 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.00207399670034647 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810533136129379 + ], + "opposite_logprob_tokens": [ + -3.2881052494049072 + ], + "logprob_reward": -0.03810533136129379, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810533136129379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20676447451114655, + 0.09588741511106491, + 0.0437110960483551, + 0.08941735327243805, + 0.02311812900006771, + 0.06939443200826645, + 0.041553791612386703, + 0.19269493222236633, + 0.040501683950424194, + 0.19695672392845154 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.03810533136129379 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003618955845013261 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.003618955845013261, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003618955845013261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07580979913473129, + 0.03647887334227562, + 0.04514039307832718, + 0.5127020478248596, + 0.03422074392437935, + 0.05752742290496826, + 0.10708384215831757, + 0.04232998564839363, + 0.048012591898441315, + 0.040694285184144974 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.003618955845013261 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023277241736650467 + ], + "opposite_logprob_tokens": [ + -3.7732772827148438 + ], + "logprob_reward": -0.023277241736650467, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023277241736650467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06963100284337997, + 0.056670330464839935, + 0.10212535411119461, + 0.15120577812194824, + 0.031423576176166534, + 0.14417091012001038, + 0.05648767948150635, + 0.2008836418390274, + 0.07690846920013428, + 0.11049322783946991 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.023277241736650467 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014180961064994335 + ], + "opposite_logprob_tokens": [ + -4.264181137084961 + ], + "logprob_reward": -0.014180961064994335, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014180961064994335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05175574868917465, + 0.045312490314245224, + 0.03293348103761673, + 0.03600681945681572, + 0.017992861568927765, + 0.03316716104745865, + 0.19808858633041382, + 0.47922009229660034, + 0.049870606511831284, + 0.055652130395174026 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.014180961064994335 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in hyper-realistic CGI, the scene begins with a low-angle medium shot, capturing the precise moment a massive, gelatinous green creature rebounds from a solid rock wall. The creature's amorphous body is a vibrant, translucent lime green with a damp, shimmering sheen, revealing a dark, emerald structure within its core, trembling violently from the impact. As it rebounds from the jagged, damp obsidian wall, a series of shimmering, concentric ripples rapidly course through its form, distorting its translucent surface like waves. The camera then executes a smooth, continuous, doll-like pull-out, pulling back to reveal the true enormity of the creature and its cavernous surroundings. This movement reveals the rock wall to be but a small portion of a vast subterranean cavern, where massive stalactites hang from a ceiling that vanishes into darkness, and a cool, ethereal mist blankets the floor below. The only illumination comes from the creature's own subtle bioluminescence and the faint, blue-glowing patches of phosphorus moss on the cavern walls, casting long, dynamic shadows and creating an atmosphere of breathtaking, otherworldly grandeur.", + "seed": 31767, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_7/index_3948_seed_31767_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09477408975362778, + "vlm_logprob": -0.09477408975362778, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.09477408975362778, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009153662249445915 + ], + "opposite_logprob_tokens": [ + -4.759153842926025 + ], + "logprob_reward": -0.009153662249445915, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009153662249445915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10606127232313156, + 0.01604328863322735, + 0.014698230661451817, + 0.032796211540699005, + 0.01943986490368843, + 0.04488429054617882, + 0.014860951341688633, + 0.014829382300376892, + 0.4741589426994324, + 0.2622275650501251 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.009153662249445915 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281356543302536 + ], + "opposite_logprob_tokens": [ + -1.4063565731048584 + ], + "logprob_reward": -0.281356543302536, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281356543302536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09464230388402939, + 0.029330089688301086, + 0.016596175730228424, + 0.024599149823188782, + 0.025083748623728752, + 0.03797338157892227, + 0.008840934373438358, + 0.015467558056116104, + 0.4949527382850647, + 0.2525138854980469 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.281356543302536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018205681815743446 + ], + "opposite_logprob_tokens": [ + -4.018205642700195 + ], + "logprob_reward": -0.018205681815743446, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018205681815743446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07727841287851334, + 0.06660005450248718, + 0.01894097775220871, + 0.07038840651512146, + 0.05517493933439255, + 0.03806086629629135, + 0.010670039802789688, + 0.010992137715220451, + 0.4623281955718994, + 0.18956594169139862 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.018205681815743446 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706391513347626 + ], + "opposite_logprob_tokens": [ + -2.1270639896392822 + ], + "logprob_reward": -0.12706391513347626, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706391513347626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05311982333660126, + 0.0333293080329895, + 0.016193965449929237, + 0.04734495282173157, + 0.048196982592344284, + 0.02626207284629345, + 0.02526400052011013, + 0.02471500262618065, + 0.356534868478775, + 0.36903899908065796 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.12706391513347626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038090646266937256 + ], + "opposite_logprob_tokens": [ + -3.288090705871582 + ], + "logprob_reward": -0.038090646266937256, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038090646266937256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06404842436313629, + 0.01342731062322855, + 0.0065491157583892345, + 0.03124229609966278, + 0.020981455221772194, + 0.08951569348573685, + 0.0191099364310503, + 0.013818708248436451, + 0.5550484657287598, + 0.18625856935977936 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.038090646266937256 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Rendered in hyper-realistic CGI, the scene begins with a low-angle medium shot, capturing the precise moment a massive, gelatinous green creature rebounds from a solid rock wall. The creature's amorphous body is a vibrant, translucent lime green with a damp, shimmering sheen, revealing a dark, emerald structure within its core, trembling violently from the impact. As it rebounds from the jagged, damp obsidian wall, a series of shimmering, concentric ripples rapidly course through its form, distorting its translucent surface like waves. The camera then executes a smooth, continuous, doll-like pull-out, pulling back to reveal the true enormity of the creature and its cavernous surroundings. This movement reveals the rock wall to be but a small portion of a vast subterranean cavern, where massive stalactites hang from a ceiling that vanishes into darkness, and a cool, ethereal mist blankets the floor below. The only illumination comes from the creature's own subtle bioluminescence and the faint, blue-glowing patches of phosphorus moss on the cavern walls, casting long, dynamic shadows and creating an atmosphere of breathtaking, otherworldly grandeur.", + "seed": 31768, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_7/index_3948_seed_31768_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023711762577295303, + "vlm_logprob": -0.023711762577295303, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.023711762577295303, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004544644616544247 + ], + "opposite_logprob_tokens": [ + -5.629544734954834 + ], + "logprob_reward": -0.004544644616544247, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004544644616544247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07394986599683762, + 0.15328066051006317, + 0.36683186888694763, + 0.01927160657942295, + 0.07342223823070526, + 0.06289036571979523, + 0.08359882235527039, + 0.04353567212820053, + 0.09089771658182144, + 0.0323212668299675 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.004544644616544247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048674989491701126 + ], + "opposite_logprob_tokens": [ + -3.048675060272217 + ], + "logprob_reward": -0.048674989491701126, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048674989491701126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022718356922268867, + 0.1820095181465149, + 0.08994679898023605, + 0.03617730736732483, + 0.02089160680770874, + 0.01577545888721943, + 0.01709185726940632, + 0.022006893530488014, + 0.5663257837295532, + 0.027056438848376274 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.048674989491701126 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080753989517689 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080753989517689, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080753989517689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061895448714494705, + 0.10118182748556137, + 0.27980536222457886, + 0.0257960744202137, + 0.06229681894183159, + 0.06524638086557388, + 0.04270073026418686, + 0.0859108567237854, + 0.19693458080291748, + 0.07823196053504944 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.011080753989517689 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575884729623795 + ], + "opposite_logprob_tokens": [ + -3.895576000213623 + ], + "logprob_reward": -0.020575884729623795, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575884729623795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03622584417462349, + 0.16741178929805756, + 0.2663569450378418, + 0.030603425577282906, + 0.0628795325756073, + 0.08757968991994858, + 0.08230854570865631, + 0.07866907119750977, + 0.0674760490655899, + 0.12048906832933426 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.020575884729623795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, gelatinous green creature with a vibrant, translucent lime green body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature shown rebounding from a jagged, damp obsidian rock wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's body display shimmering, concentric ripples distorting its translucent surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a smooth, continuous pull-out movement to reveal the vast subterranean cavern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment a cavern with massive stalactites, darkness, and blue-glowing phosphorus moss on the walls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368254005908966 + ], + "opposite_logprob_tokens": [ + -3.4086825847625732 + ], + "logprob_reward": -0.03368254005908966, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368254005908966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05094948038458824, + 0.16165655851364136, + 0.10253187268972397, + 0.02863086760044098, + 0.08662435412406921, + 0.04319390654563904, + 0.0683361068367958, + 0.1587817221879959, + 0.21945469081401825, + 0.07984037697315216 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.03368254005908966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_8/index_tensor([9087, 9087])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_8/index_tensor([9087, 9087])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..86e6970f109bb851141659462f81d315a8be307b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_8/index_tensor([9087, 9087])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme macro close-up, the camera slowly and steadily tilts downward, closely following a crystal-clear water droplet resting on a broad, vibrant green leaf. Soft morning light, filtering through the forest mist, evenly illuminates the leaf's veins, casting a brilliant diamond-like brilliance on the droplet's surface. Its spherical shape distorts the veins beneath it like a fisheye lens. The droplet begins its slow downward slide, its path not a straight line, but cautiously following the subtle undulations of the leaf's surface. Along its path, it encounters several smaller, still dewdrops. With each contact, a barely perceptible ripple ripples across its surface. Then, swiftly and seamlessly, it engulfs and merges with the smaller droplet, visibly increasing in size. Gravity's pull accelerates its speed slightly, until, finally, the plump, heavy droplet reaches the tip of the leaf. It hangs there for a moment, its own weight stretching it into a perfect oval, its surface tension stretched to its limit, reflecting a miniature, inverted, tranquil green world. The entire picture is filled with an atmosphere of tranquility, concentration and natural beauty.", + "seed": 6641, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_8/index_9087_seed_6641_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0913491191342473, + "vlm_logprob": -0.0913491191342473, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.0913491191342473, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012896348722279072 + ], + "opposite_logprob_tokens": [ + -4.887896537780762 + ], + "logprob_reward": -0.012896348722279072, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.012896348722279072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7837883830070496, + 0.02154313586652279, + 0.031152790412306786, + 0.04746052250266075, + 0.03226181119680405, + 0.014110571704804897, + 0.016251157969236374, + 0.021153055131435394, + 0.012762889266014099, + 0.019515670835971832 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.012896348722279072 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790078416466713 + ], + "opposite_logprob_tokens": [ + -2.579007863998413 + ], + "logprob_reward": -0.0790078416466713, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790078416466713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6790008544921875, + 0.022627942264080048, + 0.05008593201637268, + 0.030349455773830414, + 0.026398394256830215, + 0.06980288028717041, + 0.011041929014027119, + 0.055547140538692474, + 0.02967357076704502, + 0.02547200582921505 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0790078416466713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033718038350343704 + ], + "opposite_logprob_tokens": [ + -3.4087181091308594 + ], + "logprob_reward": -0.033718038350343704, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033718038350343704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28437620401382446, + 0.067470483481884, + 0.09839704632759094, + 0.07094836235046387, + 0.0415014885365963, + 0.1344364881515503, + 0.0319957509636879, + 0.09781193733215332, + 0.09421328455209732, + 0.07884890586137772 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.033718038350343704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790029913187027 + ], + "opposite_logprob_tokens": [ + -2.579003095626831 + ], + "logprob_reward": -0.0790029913187027, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790029913187027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4347264766693115, + 0.024769766256213188, + 0.09164346009492874, + 0.01311427354812622, + 0.039757195860147476, + 0.17392900586128235, + 0.01716403104364872, + 0.030275095254182816, + 0.09564946591854095, + 0.07897129654884338 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.0790029913187027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212037563323975 + ], + "opposite_logprob_tokens": [ + -1.5021203756332397 + ], + "logprob_reward": -0.25212037563323975, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212037563323975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12267114222049713, + 0.03905853256583214, + 0.10036692023277283, + 0.05365048348903656, + 0.05008762329816818, + 0.09273254871368408, + 0.03450485318899155, + 0.2859797179698944, + 0.07643553614616394, + 0.14451265335083008 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.25212037563323975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera slowly and steadily tilts downward, closely following a crystal-clear water droplet resting on a broad, vibrant green leaf. Soft morning light, filtering through the forest mist, evenly illuminates the leaf's veins, casting a brilliant diamond-like brilliance on the droplet's surface. Its spherical shape distorts the veins beneath it like a fisheye lens. The droplet begins its slow downward slide, its path not a straight line, but cautiously following the subtle undulations of the leaf's surface. Along its path, it encounters several smaller, still dewdrops. With each contact, a barely perceptible ripple ripples across its surface. Then, swiftly and seamlessly, it engulfs and merges with the smaller droplet, visibly increasing in size. Gravity's pull accelerates its speed slightly, until, finally, the plump, heavy droplet reaches the tip of the leaf. It hangs there for a moment, its own weight stretching it into a perfect oval, its surface tension stretched to its limit, reflecting a miniature, inverted, tranquil green world. The entire picture is filled with an atmosphere of tranquility, concentration and natural beauty.", + "seed": 6642, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_8/index_9087_seed_6642_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19266678616404534, + "vlm_logprob": -0.19266678616404534, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.19266678616404534, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017444629222154617 + ], + "opposite_logprob_tokens": [ + -4.642444610595703 + ], + "logprob_reward": -0.017444629222154617, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.017444629222154617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2174471914768219, + 0.09263681620359421, + 0.03711413964629173, + 0.04697166010737419, + 0.040707968175411224, + 0.026575984433293343, + 0.057395096868276596, + 0.042599327862262726, + 0.37604257464408875, + 0.06250918656587601 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.017444629222154617 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033425688743591 + ], + "opposite_logprob_tokens": [ + -2.3503341674804688 + ], + "logprob_reward": -0.10033425688743591, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033425688743591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09215690195560455, + 0.0945834368467331, + 0.06669589132070541, + 0.05339590087532997, + 0.09291958808898926, + 0.10786382853984833, + 0.10575331002473831, + 0.039473552256822586, + 0.23173050582408905, + 0.11542710661888123 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.10033425688743591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004571706056595 + ], + "opposite_logprob_tokens": [ + -2.6950457096099854 + ], + "logprob_reward": -0.07004571706056595, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004571706056595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23278559744358063, + 0.1193000003695488, + 0.08521879464387894, + 0.0713256299495697, + 0.06118687242269516, + 0.048079874366521835, + 0.13565154373645782, + 0.08433108031749725, + 0.10894208401441574, + 0.053178537636995316 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.07004571706056595 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233751535415649 + ], + "opposite_logprob_tokens": [ + -0.8983751535415649 + ], + "logprob_reward": -0.5233751535415649, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233751535415649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07699603587388992, + 0.118647001683712, + 0.07046116888523102, + 0.040776800364255905, + 0.09888266026973724, + 0.042742375284433365, + 0.11650605499744415, + 0.15209130942821503, + 0.19025079905986786, + 0.09264581650495529 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.5233751535415649 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213417410850525 + ], + "opposite_logprob_tokens": [ + -1.5021342039108276 + ], + "logprob_reward": -0.25213417410850525, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213417410850525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04281175136566162, + 0.17018736898899078, + 0.04020170122385025, + 0.026912562549114227, + 0.06572762131690979, + 0.03022962436079979, + 0.108899787068367, + 0.10190553218126297, + 0.3402298092842102, + 0.07289423048496246 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.25213417410850525 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera slowly and steadily tilts downward, closely following a crystal-clear water droplet resting on a broad, vibrant green leaf. Soft morning light, filtering through the forest mist, evenly illuminates the leaf's veins, casting a brilliant diamond-like brilliance on the droplet's surface. Its spherical shape distorts the veins beneath it like a fisheye lens. The droplet begins its slow downward slide, its path not a straight line, but cautiously following the subtle undulations of the leaf's surface. Along its path, it encounters several smaller, still dewdrops. With each contact, a barely perceptible ripple ripples across its surface. Then, swiftly and seamlessly, it engulfs and merges with the smaller droplet, visibly increasing in size. Gravity's pull accelerates its speed slightly, until, finally, the plump, heavy droplet reaches the tip of the leaf. It hangs there for a moment, its own weight stretching it into a perfect oval, its surface tension stretched to its limit, reflecting a miniature, inverted, tranquil green world. The entire picture is filled with an atmosphere of tranquility, concentration and natural beauty.", + "seed": 6643, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_8/index_9087_seed_6643_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14975847490131855, + "vlm_logprob": -0.14975847490131855, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.14975847490131855, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012269261293113232 + ], + "opposite_logprob_tokens": [ + -6.012269496917725 + ], + "logprob_reward": -0.012269261293113232, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.012269261293113232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20624004304409027, + 0.0887991264462471, + 0.10478761792182922, + 0.08036936819553375, + 0.14563602209091187, + 0.11811873316764832, + 0.039215028285980225, + 0.04241558909416199, + 0.07288840413093567, + 0.101530060172081 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.012269261293113232 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031312704086304 + ], + "opposite_logprob_tokens": [ + -2.350313186645508 + ], + "logprob_reward": -0.10031312704086304, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031312704086304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08901286870241165, + 0.08767959475517273, + 0.1459096521139145, + 0.09716641157865524, + 0.08745093643665314, + 0.2035328596830368, + 0.05996083468198776, + 0.08793553709983826, + 0.03367346525192261, + 0.10767783224582672 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.10031312704086304 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032089054584503 + ], + "opposite_logprob_tokens": [ + -2.350320816040039 + ], + "logprob_reward": -0.10032089054584503, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032089054584503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12241946160793304, + 0.09266672283411026, + 0.08782544732093811, + 0.09625472873449326, + 0.1819177269935608, + 0.07526638358831406, + 0.058950524777173996, + 0.08547945320606232, + 0.05589914321899414, + 0.14332041144371033 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.10032089054584503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233479738235474 + ], + "opposite_logprob_tokens": [ + -0.8983479738235474 + ], + "logprob_reward": -0.5233479738235474, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233479738235474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07859010249376297, + 0.12788769602775574, + 0.20827561616897583, + 0.05583861470222473, + 0.24920175969600677, + 0.0319892093539238, + 0.04470651224255562, + 0.10981231927871704, + 0.029244156554341316, + 0.06445399671792984 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.5233479738235474 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541121803224087 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541121803224087, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541121803224087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23050013184547424, + 0.04908067360520363, + 0.09617947041988373, + 0.10001163929700851, + 0.08351504057645798, + 0.059164635837078094, + 0.0625445768237114, + 0.0933193564414978, + 0.05389019101858139, + 0.1717943698167801 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.012541121803224087 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme macro close-up, the camera slowly and steadily tilts downward, closely following a crystal-clear water droplet resting on a broad, vibrant green leaf. Soft morning light, filtering through the forest mist, evenly illuminates the leaf's veins, casting a brilliant diamond-like brilliance on the droplet's surface. Its spherical shape distorts the veins beneath it like a fisheye lens. The droplet begins its slow downward slide, its path not a straight line, but cautiously following the subtle undulations of the leaf's surface. Along its path, it encounters several smaller, still dewdrops. With each contact, a barely perceptible ripple ripples across its surface. Then, swiftly and seamlessly, it engulfs and merges with the smaller droplet, visibly increasing in size. Gravity's pull accelerates its speed slightly, until, finally, the plump, heavy droplet reaches the tip of the leaf. It hangs there for a moment, its own weight stretching it into a perfect oval, its surface tension stretched to its limit, reflecting a miniature, inverted, tranquil green world. The entire picture is filled with an atmosphere of tranquility, concentration and natural beauty.", + "seed": 6644, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_8/index_9087_seed_6644_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08974803443998099, + "vlm_logprob": -0.08974803443998099, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.08974803443998099, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010151422582566738 + ], + "opposite_logprob_tokens": [ + -6.510151386260986 + ], + "logprob_reward": -0.010151422582566738, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.010151422582566738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10279101878404617, + 0.07659975439310074, + 0.04729345440864563, + 0.24079583585262299, + 0.056258782744407654, + 0.05578035116195679, + 0.09154888987541199, + 0.19750288128852844, + 0.034506622701883316, + 0.09692247211933136 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.010151422582566738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899109274148941 + ], + "opposite_logprob_tokens": [ + -2.578991174697876 + ], + "logprob_reward": -0.07899109274148941, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899109274148941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06525452435016632, + 0.038878314197063446, + 0.03439183533191681, + 0.15458306670188904, + 0.054744821041822433, + 0.15051978826522827, + 0.1454499065876007, + 0.11200199276208878, + 0.09167837351560593, + 0.15249741077423096 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.07899109274148941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370720520615578 + ], + "opposite_logprob_tokens": [ + -3.4087071418762207 + ], + "logprob_reward": -0.03370720520615578, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370720520615578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049491796642541885, + 0.034090835601091385, + 0.02708815410733223, + 0.21147382259368896, + 0.027165979146957397, + 0.39346906542778015, + 0.02756013721227646, + 0.07767253369092941, + 0.03408746048808098, + 0.11790019273757935 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.03370720520615578 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032768547534943 + ], + "opposite_logprob_tokens": [ + -2.350327730178833 + ], + "logprob_reward": -0.10032768547534943, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032768547534943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08532766252756119, + 0.03894409164786339, + 0.05663328990340233, + 0.5694845914840698, + 0.032970067113637924, + 0.06946733593940735, + 0.0218424741178751, + 0.055356066673994064, + 0.019010668620467186, + 0.050963811576366425 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.10032768547534943 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro close-up of a water droplet on a leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt downward while following the droplet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the droplet slide along the undulations of the leaf surface rather than in a straight line?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the droplet merge with smaller dewdrops along its path, visibly increasing in size?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the droplet hang at the leaf tip, stretching into a perfect oval due to its weight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556276619434357 + ], + "opposite_logprob_tokens": [ + -1.6005628108978271 + ], + "logprob_reward": -0.22556276619434357, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556276619434357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08651949465274811, + 0.05202646926045418, + 0.08460836112499237, + 0.13268859684467316, + 0.018556110560894012, + 0.20210793614387512, + 0.12954555451869965, + 0.12087730318307877, + 0.0643959641456604, + 0.10867419093847275 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.22556276619434357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_9/index_tensor([1480, 1480])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_9/index_tensor([1480, 1480])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..736e6d9d06ec4101f9b6e4f0483e7dc9d87ed593 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_9/index_tensor([1480, 1480])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a hyper-realistic slow-motion close-up, the camera synchronizes with the slow yet steady rotation of the massive shield machine's cutterhead, its lens glued to its cold, rough surface, capturing every detail. This behemoth's cutterhead is constructed of heavy, dark gray cast steel, its surface riddled with massive hexagonal bolts and crude welds. Some areas, worn to a metallic sheen, are stained with dried dirt and rock dust. With an unstoppable, ponderous rhythm, it inched forward, its sharp alloy blades and rollers grinding into the pristine rock face ahead. The extreme slow motion clearly reveals how the solid rock cracks and shatters into tiny fragments under the immense pressure. Each violent collision of metal and rock unleashes a shower of dazzling orange-yellow sparks, each spark's trail stretching like a shooting star in the darkness, briefly illuminating the swirling gray dust cloud stirred up by the surroundings. Industrial searchlights cast a dazzling cold white light from outside the picture, outlining sharp highlights on the metal surface and interweaving with the flying dust to form a visible beam of light. The whole picture forms a sharp contrast between the cold industrial tones and the hot sparks, creating an oppressive atmosphere that is both chaotic and full of power, showing the pure industrial power and the grand beauty of conquering nature.", + "seed": 11737, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_9/index_1480_seed_11737_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.34543885216116904, + "vlm_logprob": -0.34543885216116904, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.34543885216116904, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04981672018766403 + ], + "opposite_logprob_tokens": [ + -3.049816608428955 + ], + "logprob_reward": -0.04981672018766403, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04981672018766403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20766353607177734, + 0.15791937708854675, + 0.11447727680206299, + 0.08658960461616516, + 0.07808230072259903, + 0.04739128798246384, + 0.047107867896556854, + 0.08322425186634064, + 0.12351363897323608, + 0.0540308952331543 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04981672018766403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355136185884476 + ], + "opposite_logprob_tokens": [ + -3.651355028152466 + ], + "logprob_reward": -0.026355136185884476, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355136185884476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1373310387134552, + 0.11137610673904419, + 0.09171802550554276, + 0.10094069689512253, + 0.06472023576498032, + 0.09387850016355515, + 0.06625192612409592, + 0.07765930891036987, + 0.09042233973741531, + 0.16570180654525757 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.026355136185884476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406285285949707 + ], + "opposite_logprob_tokens": [ + -0.28128525614738464 + ], + "logprob_reward": -1.406285285949707, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406285285949707, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21327081322669983, + 0.11334168910980225, + 0.08779986947774887, + 0.07815638929605484, + 0.05574951693415642, + 0.1627066284418106, + 0.06265389919281006, + 0.03260292857885361, + 0.10609541833400726, + 0.08762292563915253 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -1.406285285949707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20165716111660004 + ], + "opposite_logprob_tokens": [ + -1.7016571760177612 + ], + "logprob_reward": -0.20165716111660004, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20165716111660004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24363934993743896, + 0.13485634326934814, + 0.13614962995052338, + 0.09514510631561279, + 0.08809095621109009, + 0.043149445205926895, + 0.03591223061084747, + 0.09182457625865936, + 0.0538087897002697, + 0.07742350548505783 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.20165716111660004 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043079957365989685 + ], + "opposite_logprob_tokens": [ + -3.1680798530578613 + ], + "logprob_reward": -0.043079957365989685, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043079957365989685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1204790472984314, + 0.5292786359786987, + 0.03820766136050224, + 0.054496172815561295, + 0.039325375109910965, + 0.02679884247481823, + 0.03857685253024101, + 0.10344167798757553, + 0.026629140600562096, + 0.022766653448343277 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.043079957365989685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a hyper-realistic slow-motion close-up, the camera synchronizes with the slow yet steady rotation of the massive shield machine's cutterhead, its lens glued to its cold, rough surface, capturing every detail. This behemoth's cutterhead is constructed of heavy, dark gray cast steel, its surface riddled with massive hexagonal bolts and crude welds. Some areas, worn to a metallic sheen, are stained with dried dirt and rock dust. With an unstoppable, ponderous rhythm, it inched forward, its sharp alloy blades and rollers grinding into the pristine rock face ahead. The extreme slow motion clearly reveals how the solid rock cracks and shatters into tiny fragments under the immense pressure. Each violent collision of metal and rock unleashes a shower of dazzling orange-yellow sparks, each spark's trail stretching like a shooting star in the darkness, briefly illuminating the swirling gray dust cloud stirred up by the surroundings. Industrial searchlights cast a dazzling cold white light from outside the picture, outlining sharp highlights on the metal surface and interweaving with the flying dust to form a visible beam of light. The whole picture forms a sharp contrast between the cold industrial tones and the hot sparks, creating an oppressive atmosphere that is both chaotic and full of power, showing the pure industrial power and the grand beauty of conquering nature.", + "seed": 11738, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_9/index_1480_seed_11738_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.35141275860369203, + "vlm_logprob": -0.35141275860369203, + "vlm_yes_no_margin": 2.275000011920929, + "vlm_token_credit": -0.35141275860369203, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013731775805354118 + ], + "opposite_logprob_tokens": [ + -4.388731956481934 + ], + "logprob_reward": -0.013731775805354118, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013731775805354118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11353813111782074, + 0.08444719761610031, + 0.045559193938970566, + 0.014582372270524502, + 0.034859031438827515, + 0.04655516892671585, + 0.4790199100971222, + 0.040334150195121765, + 0.07017305493354797, + 0.0709317997097969 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.013731775805354118 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086884886026382 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086884886026382, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086884886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08097616583108902, + 0.15568777918815613, + 0.04632280766963959, + 0.01957603357732296, + 0.10297446697950363, + 0.03221110254526138, + 0.37657439708709717, + 0.040294501930475235, + 0.07767491042613983, + 0.06770781427621841 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.011086884886026382 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134348392486572 + ], + "opposite_logprob_tokens": [ + -0.31343480944633484 + ], + "logprob_reward": -1.3134348392486572, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134348392486572, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.021823683753609657, + 0.12752221524715424, + 0.025199102237820625, + 0.007935868576169014, + 0.036572135984897614, + 0.017739415168762207, + 0.6867631077766418, + 0.02372220903635025, + 0.023736193776130676, + 0.0289860051125288 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -1.3134348392486572 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34875935316085815 + ], + "opposite_logprob_tokens": [ + -1.223759412765503 + ], + "logprob_reward": -0.34875935316085815, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34875935316085815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04419102892279625, + 0.12319310009479523, + 0.02304954081773758, + 0.014341302216053009, + 0.08307696878910065, + 0.019114624708890915, + 0.3136574327945709, + 0.07828791439533234, + 0.20371013879776, + 0.09737798571586609 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.34875935316085815 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005093991756439 + ], + "opposite_logprob_tokens": [ + -2.6950509548187256 + ], + "logprob_reward": -0.07005093991756439, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005093991756439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034548111259937286, + 0.04878249764442444, + 0.014674032106995583, + 0.012550430372357368, + 0.07664508372545242, + 0.01919952780008316, + 0.6317996978759766, + 0.051365938037633896, + 0.040835294872522354, + 0.06959941238164902 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.07005093991756439 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a hyper-realistic slow-motion close-up, the camera synchronizes with the slow yet steady rotation of the massive shield machine's cutterhead, its lens glued to its cold, rough surface, capturing every detail. This behemoth's cutterhead is constructed of heavy, dark gray cast steel, its surface riddled with massive hexagonal bolts and crude welds. Some areas, worn to a metallic sheen, are stained with dried dirt and rock dust. With an unstoppable, ponderous rhythm, it inched forward, its sharp alloy blades and rollers grinding into the pristine rock face ahead. The extreme slow motion clearly reveals how the solid rock cracks and shatters into tiny fragments under the immense pressure. Each violent collision of metal and rock unleashes a shower of dazzling orange-yellow sparks, each spark's trail stretching like a shooting star in the darkness, briefly illuminating the swirling gray dust cloud stirred up by the surroundings. Industrial searchlights cast a dazzling cold white light from outside the picture, outlining sharp highlights on the metal surface and interweaving with the flying dust to form a visible beam of light. The whole picture forms a sharp contrast between the cold industrial tones and the hot sparks, creating an oppressive atmosphere that is both chaotic and full of power, showing the pure industrial power and the grand beauty of conquering nature.", + "seed": 11739, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_9/index_1480_seed_11739_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3039232535287738, + "vlm_logprob": -0.3039232535287738, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.3039232535287738, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03150485083460808 + ], + "opposite_logprob_tokens": [ + -3.5315048694610596 + ], + "logprob_reward": -0.03150485083460808, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03150485083460808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052919838577508926, + 0.5934177041053772, + 0.022470679134130478, + 0.021846536546945572, + 0.017076734453439713, + 0.02144114300608635, + 0.028866330161690712, + 0.013310590758919716, + 0.026173153892159462, + 0.20247727632522583 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.03150485083460808 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142021169885993 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.0142021169885993, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142021169885993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049377162009477615, + 0.37947219610214233, + 0.0932670459151268, + 0.024133754894137383, + 0.03943595290184021, + 0.04487226903438568, + 0.04766770079731941, + 0.024735258892178535, + 0.10071148723363876, + 0.19632723927497864 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.0142021169885993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235894203186035 + ], + "opposite_logprob_tokens": [ + -0.3485894501209259 + ], + "logprob_reward": -1.2235894203186035, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2235894203186035, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.030100379139184952, + 0.1983543187379837, + 0.03113536536693573, + 0.022515492513775826, + 0.02562922053039074, + 0.08159681409597397, + 0.04754861816763878, + 0.039549604058265686, + 0.03418242186307907, + 0.48938775062561035 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -1.2235894203186035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016557902097702 + ], + "opposite_logprob_tokens": [ + -1.7016557455062866 + ], + "logprob_reward": -0.2016557902097702, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016557902097702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03166519105434418, + 0.3510950207710266, + 0.02224557101726532, + 0.04870641231536865, + 0.031829170882701874, + 0.0498342402279377, + 0.03581402078270912, + 0.04164818301796913, + 0.34861117601394653, + 0.03855104371905327 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.2016557902097702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866408929228783 + ], + "opposite_logprob_tokens": [ + -3.048664093017578 + ], + "logprob_reward": -0.04866408929228783, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866408929228783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03671487793326378, + 0.19107577204704285, + 0.02196376584470272, + 0.09137602895498276, + 0.03298185393214226, + 0.04365634545683861, + 0.03947698324918747, + 0.061166152358055115, + 0.29192689061164856, + 0.18966132402420044 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.04866408929228783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a hyper-realistic slow-motion close-up, the camera synchronizes with the slow yet steady rotation of the massive shield machine's cutterhead, its lens glued to its cold, rough surface, capturing every detail. This behemoth's cutterhead is constructed of heavy, dark gray cast steel, its surface riddled with massive hexagonal bolts and crude welds. Some areas, worn to a metallic sheen, are stained with dried dirt and rock dust. With an unstoppable, ponderous rhythm, it inched forward, its sharp alloy blades and rollers grinding into the pristine rock face ahead. The extreme slow motion clearly reveals how the solid rock cracks and shatters into tiny fragments under the immense pressure. Each violent collision of metal and rock unleashes a shower of dazzling orange-yellow sparks, each spark's trail stretching like a shooting star in the darkness, briefly illuminating the swirling gray dust cloud stirred up by the surroundings. Industrial searchlights cast a dazzling cold white light from outside the picture, outlining sharp highlights on the metal surface and interweaving with the flying dust to form a visible beam of light. The whole picture forms a sharp contrast between the cold industrial tones and the hot sparks, creating an oppressive atmosphere that is both chaotic and full of power, showing the pure industrial power and the grand beauty of conquering nature.", + "seed": 11740, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000193/group_9/index_1480_seed_11740_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.340620331838727, + "vlm_logprob": -0.340620331838727, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.340620331838727, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027671288698911667 + ], + "opposite_logprob_tokens": [ + -3.6526713371276855 + ], + "logprob_reward": -0.027671288698911667, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027671288698911667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4689127504825592, + 0.05875182896852493, + 0.09301386028528214, + 0.05204160138964653, + 0.023885851725935936, + 0.08748394250869751, + 0.01724119856953621, + 0.05216894671320915, + 0.0629861131310463, + 0.08351396024227142 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.027671288698911667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543829157948494 + ], + "opposite_logprob_tokens": [ + -4.387543678283691 + ], + "logprob_reward": -0.012543829157948494, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543829157948494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3666549623012543, + 0.07477150112390518, + 0.06685248017311096, + 0.052332084625959396, + 0.038435760885477066, + 0.08397579193115234, + 0.015751156955957413, + 0.17125734686851501, + 0.07216483354568481, + 0.057804130017757416 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.012543829157948494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020369291305542 + ], + "opposite_logprob_tokens": [ + -0.2520368993282318 + ], + "logprob_reward": -1.5020369291305542, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020369291305542, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13254046440124512, + 0.071318618953228, + 0.11611919850111008, + 0.1012214794754982, + 0.05820479989051819, + 0.19623909890651703, + 0.032814402133226395, + 0.09739454835653305, + 0.04641205817461014, + 0.1477353721857071 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -1.5020369291305542 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12714390456676483 + ], + "opposite_logprob_tokens": [ + -2.1271438598632812 + ], + "logprob_reward": -0.12714390456676483, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12714390456676483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1653132438659668, + 0.09607870876789093, + 0.11756160855293274, + 0.05612952634692192, + 0.051385536789894104, + 0.04827721416950226, + 0.019506163895130157, + 0.3521502912044525, + 0.028705939650535583, + 0.0648917481303215 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.12714390456676483 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive shield machine cutterhead constructed of heavy dark gray cast steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the cutterhead surface feature massive hexagonal bolts, crude welds, and stains of dried dirt and rock dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cutterhead shown in extreme slow motion inched forward, grinding into a pristine rock face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the visuals show rock cracking and shattering into tiny fragments with a shower of orange-yellow sparks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there industrial searchlights casting cold white light beams that outline the metal surface and interweave with the dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033705707639455795 + ], + "opposite_logprob_tokens": [ + -3.408705711364746 + ], + "logprob_reward": -0.033705707639455795, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033705707639455795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4544663727283478, + 0.07386066019535065, + 0.15389510989189148, + 0.056375179439783096, + 0.031353119760751724, + 0.05093573406338692, + 0.03427227959036827, + 0.0695025846362114, + 0.029354656115174294, + 0.04598436877131462 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.033705707639455795 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_0/index_tensor([3979, 3979])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_0/index_tensor([3979, 3979])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a519d5f5710e48abe30b5f77eeb2f3919536c2e0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_0/index_tensor([3979, 3979])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, at eye level, opens the scene, focusing on a woman with long, wavy brown hair loosely pulled back, her face displaying a warm, gentle expression. She stands in a cozy, well-lit bedroom, next to a young girl with shoulder-length blond hair, who sits at a wooden dressing table. The woman first smoothly turns to address the girl, her eyes kind. Then, with graceful precision, her hand lifts a makeup brush with a sleek black handle and soft, fluffy bristles from the cluttered surface of the dressing table. She extends her arm, deliberately offering the brush to the girl. As the girl accepts and begins to speak, the woman takes a small, supportive step backward, and the camera subtly follows her backward movement, shifting primary focus to the girl. Now holding the brush, the girl opens a small, round, compact mirror with her free hand, making a distinct click. She gazes at her reflection with a quiet, focused expression, then gently sweeps the brush upward across her cheek. The entire scene is bathed in the warm, diffuse glow of the dressing table light, creating soft shadows that accentuate the textures of their skin and clothing, evoking the atmosphere of a shared, tender moment of tranquil intimacy.", + "seed": 22078, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_0/index_3979_seed_22078_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05836036801338196, + "vlm_logprob": -0.05836036801338196, + "vlm_yes_no_margin": 3.174999976158142, + "vlm_token_credit": -0.05836036801338196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14612945914268494 + ], + "opposite_logprob_tokens": [ + -2.0211293697357178 + ], + "logprob_reward": -0.14612945914268494, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14612945914268494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13806255161762238, + 0.14110904932022095, + 0.047066573053598404, + 0.05694437399506569, + 0.16493050754070282, + 0.05056910589337349, + 0.19982212781906128, + 0.06127968803048134, + 0.052440911531448364, + 0.08777517080307007 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.14612945914268494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01112307794392109 + ], + "opposite_logprob_tokens": [ + -4.511123180389404 + ], + "logprob_reward": -0.01112307794392109, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01112307794392109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11305761337280273, + 0.08667653053998947, + 0.0688278079032898, + 0.05894721671938896, + 0.10931050777435303, + 0.24669040739536285, + 0.18947254121303558, + 0.02538851462304592, + 0.07905640453100204, + 0.022572435438632965 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.01112307794392109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006949931383133 + ], + "opposite_logprob_tokens": [ + -2.6950695514678955 + ], + "logprob_reward": -0.07006949931383133, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006949931383133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18154984712600708, + 0.1009114682674408, + 0.029640760272741318, + 0.01995702087879181, + 0.12758052349090576, + 0.0931834951043129, + 0.21786294877529144, + 0.07024307548999786, + 0.07418535649776459, + 0.08488555252552032 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.07006949931383133 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812966123223305 + ], + "opposite_logprob_tokens": [ + -3.2881295680999756 + ], + "logprob_reward": -0.03812966123223305, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812966123223305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1449708193540573, + 0.06081431359052658, + 0.03787235915660858, + 0.035643570125103, + 0.1499594748020172, + 0.0960029885172844, + 0.14488226175308228, + 0.08133240044116974, + 0.1710357815027237, + 0.0774860605597496 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.03812966123223305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350142434239388 + ], + "opposite_logprob_tokens": [ + -3.651350259780884 + ], + "logprob_reward": -0.026350142434239388, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350142434239388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16198182106018066, + 0.0532241053879261, + 0.04531807452440262, + 0.10604748874902725, + 0.18644435703754425, + 0.09487523138523102, + 0.11094758659601212, + 0.08167324215173721, + 0.06268884986639023, + 0.09679928421974182 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.026350142434239388 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, opens the scene, focusing on a woman with long, wavy brown hair loosely pulled back, her face displaying a warm, gentle expression. She stands in a cozy, well-lit bedroom, next to a young girl with shoulder-length blond hair, who sits at a wooden dressing table. The woman first smoothly turns to address the girl, her eyes kind. Then, with graceful precision, her hand lifts a makeup brush with a sleek black handle and soft, fluffy bristles from the cluttered surface of the dressing table. She extends her arm, deliberately offering the brush to the girl. As the girl accepts and begins to speak, the woman takes a small, supportive step backward, and the camera subtly follows her backward movement, shifting primary focus to the girl. Now holding the brush, the girl opens a small, round, compact mirror with her free hand, making a distinct click. She gazes at her reflection with a quiet, focused expression, then gently sweeps the brush upward across her cheek. The entire scene is bathed in the warm, diffuse glow of the dressing table light, creating soft shadows that accentuate the textures of their skin and clothing, evoking the atmosphere of a shared, tender moment of tranquil intimacy.", + "seed": 22079, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_0/index_3979_seed_22079_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.040599731169641017, + "vlm_logprob": -0.040599731169641017, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.040599731169641017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050362784415483475 + ], + "opposite_logprob_tokens": [ + -3.0503628253936768 + ], + "logprob_reward": -0.050362784415483475, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050362784415483475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05418970435857773, + 0.20952129364013672, + 0.031873442232608795, + 0.27703800797462463, + 0.09110613912343979, + 0.07581449300050735, + 0.07693422585725784, + 0.027367325499653816, + 0.0656467154622078, + 0.09050864726305008 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.050362784415483475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041175829246640205 + ], + "opposite_logprob_tokens": [ + -5.504117488861084 + ], + "logprob_reward": -0.0041175829246640205, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041175829246640205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04441246762871742, + 0.0921843871474266, + 0.01146395318210125, + 0.2358424961566925, + 0.020560922101140022, + 0.27301180362701416, + 0.08907747268676758, + 0.028524015098810196, + 0.11613133549690247, + 0.08879110962152481 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.0041175829246640205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867691919207573 + ], + "opposite_logprob_tokens": [ + -3.0486769676208496 + ], + "logprob_reward": -0.04867691919207573, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867691919207573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07069970667362213, + 0.21786430478096008, + 0.033397216349840164, + 0.1937638372182846, + 0.02205827087163925, + 0.207452192902565, + 0.04682530090212822, + 0.12313000112771988, + 0.03732122480869293, + 0.04748799279332161 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.04867691919207573 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029818108305335045 + ], + "opposite_logprob_tokens": [ + -3.529818058013916 + ], + "logprob_reward": -0.029818108305335045, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029818108305335045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07101748138666153, + 0.12828409671783447, + 0.020612802356481552, + 0.05925627425312996, + 0.02343926951289177, + 0.43976733088493347, + 0.0823398157954216, + 0.061725400388240814, + 0.0484665147960186, + 0.06509100645780563 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.029818108305335045 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002326101064682 + ], + "opposite_logprob_tokens": [ + -2.69502329826355 + ], + "logprob_reward": -0.07002326101064682, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002326101064682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033949121832847595, + 0.0829966813325882, + 0.02247023396193981, + 0.5023406744003296, + 0.015742676332592964, + 0.055035240948200226, + 0.023665832355618477, + 0.06763552129268646, + 0.04587171971797943, + 0.15029233694076538 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.07002326101064682 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, opens the scene, focusing on a woman with long, wavy brown hair loosely pulled back, her face displaying a warm, gentle expression. She stands in a cozy, well-lit bedroom, next to a young girl with shoulder-length blond hair, who sits at a wooden dressing table. The woman first smoothly turns to address the girl, her eyes kind. Then, with graceful precision, her hand lifts a makeup brush with a sleek black handle and soft, fluffy bristles from the cluttered surface of the dressing table. She extends her arm, deliberately offering the brush to the girl. As the girl accepts and begins to speak, the woman takes a small, supportive step backward, and the camera subtly follows her backward movement, shifting primary focus to the girl. Now holding the brush, the girl opens a small, round, compact mirror with her free hand, making a distinct click. She gazes at her reflection with a quiet, focused expression, then gently sweeps the brush upward across her cheek. The entire scene is bathed in the warm, diffuse glow of the dressing table light, creating soft shadows that accentuate the textures of their skin and clothing, evoking the atmosphere of a shared, tender moment of tranquil intimacy.", + "seed": 22080, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_0/index_3979_seed_22080_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03570137582719326, + "vlm_logprob": -0.03570137582719326, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.03570137582719326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03172072023153305 + ], + "opposite_logprob_tokens": [ + -3.5317206382751465 + ], + "logprob_reward": -0.03172072023153305, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03172072023153305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20192167162895203, + 0.1603013277053833, + 0.06577318906784058, + 0.10950120538473129, + 0.06709630787372589, + 0.061416976153850555, + 0.03326357528567314, + 0.03655869886279106, + 0.03510564565658569, + 0.22906146943569183 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.03172072023153305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331637404859066 + ], + "opposite_logprob_tokens": [ + -3.7733163833618164 + ], + "logprob_reward": -0.02331637404859066, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331637404859066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09432439506053925, + 0.11961458623409271, + 0.041848573833703995, + 0.11686352640390396, + 0.05390243977308273, + 0.06140482425689697, + 0.11341594159603119, + 0.09393646568059921, + 0.22562271356582642, + 0.07906652987003326 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.02331637404859066 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206520274281502 + ], + "opposite_logprob_tokens": [ + -2.8120651245117188 + ], + "logprob_reward": -0.06206520274281502, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206520274281502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09438498318195343, + 0.058034952729940414, + 0.05777867138385773, + 0.12119395285844803, + 0.03791989013552666, + 0.054570045322179794, + 0.09720557183027267, + 0.08303815871477127, + 0.07865457236766815, + 0.31721922755241394 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.06206520274281502 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038121167570352554 + ], + "opposite_logprob_tokens": [ + -3.288121223449707 + ], + "logprob_reward": -0.038121167570352554, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038121167570352554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15089261531829834, + 0.05095114931464195, + 0.04207374155521393, + 0.060028258711099625, + 0.03032618947327137, + 0.05806088075041771, + 0.06733693927526474, + 0.11093433946371078, + 0.10202546417713165, + 0.32737037539482117 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.038121167570352554 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328341454267502 + ], + "opposite_logprob_tokens": [ + -3.7732834815979004 + ], + "logprob_reward": -0.02328341454267502, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328341454267502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06665513664484024, + 0.06554257869720459, + 0.04601028189063072, + 0.06843239814043045, + 0.06318048387765884, + 0.08958589285612106, + 0.14684323966503143, + 0.08589838445186615, + 0.07153335958719254, + 0.29631826281547546 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.02328341454267502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, opens the scene, focusing on a woman with long, wavy brown hair loosely pulled back, her face displaying a warm, gentle expression. She stands in a cozy, well-lit bedroom, next to a young girl with shoulder-length blond hair, who sits at a wooden dressing table. The woman first smoothly turns to address the girl, her eyes kind. Then, with graceful precision, her hand lifts a makeup brush with a sleek black handle and soft, fluffy bristles from the cluttered surface of the dressing table. She extends her arm, deliberately offering the brush to the girl. As the girl accepts and begins to speak, the woman takes a small, supportive step backward, and the camera subtly follows her backward movement, shifting primary focus to the girl. Now holding the brush, the girl opens a small, round, compact mirror with her free hand, making a distinct click. She gazes at her reflection with a quiet, focused expression, then gently sweeps the brush upward across her cheek. The entire scene is bathed in the warm, diffuse glow of the dressing table light, creating soft shadows that accentuate the textures of their skin and clothing, evoking the atmosphere of a shared, tender moment of tranquil intimacy.", + "seed": 22081, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_0/index_3979_seed_22081_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023537681438028812, + "vlm_logprob": -0.023537681438028812, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.023537681438028812, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01680350862443447 + ], + "opposite_logprob_tokens": [ + -4.141803741455078 + ], + "logprob_reward": -0.01680350862443447, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01680350862443447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1110866367816925, + 0.05967378616333008, + 0.04087160527706146, + 0.15085214376449585, + 0.1044408306479454, + 0.067426897585392, + 0.08500754088163376, + 0.09580003470182419, + 0.057570695877075195, + 0.22726984322071075 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.01680350862443447 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00527146365493536 + ], + "opposite_logprob_tokens": [ + -5.2552714347839355 + ], + "logprob_reward": -0.00527146365493536, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00527146365493536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10899874567985535, + 0.060421984642744064, + 0.06650635600090027, + 0.07330276817083359, + 0.07140982896089554, + 0.11034112423658371, + 0.04763241112232208, + 0.04324277117848396, + 0.06382272392511368, + 0.35432130098342896 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.00527146365493536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867555946111679 + ], + "opposite_logprob_tokens": [ + -3.048675537109375 + ], + "logprob_reward": -0.04867555946111679, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867555946111679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10977742075920105, + 0.10484693199396133, + 0.14432421326637268, + 0.1932789832353592, + 0.09453682601451874, + 0.07562816143035889, + 0.049243342131376266, + 0.02694781869649887, + 0.03929433599114418, + 0.16212198138237 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.04867555946111679 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636105753481388 + ], + "opposite_logprob_tokens": [ + -3.6513609886169434 + ], + "logprob_reward": -0.02636105753481388, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636105753481388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08279882371425629, + 0.051035765558481216, + 0.06598135828971863, + 0.13000300526618958, + 0.04569343104958534, + 0.06691889464855194, + 0.029885344207286835, + 0.08616778999567032, + 0.038994111120700836, + 0.4025214612483978 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.02636105753481388 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a cozy, well-lit bedroom featuring a wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long, wavy brown hair loosely pulled back standing next to a young girl with shoulder-length blond hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman lift a makeup brush with a sleek black handle and soft, fluffy bristles from the table and offer it to the girl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the girl accept the brush, open a small round compact mirror with a click, and sweep the brush upward across her cheek?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow the woman's backward movement to shift the primary focus to the girl?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057681791484356 + ], + "opposite_logprob_tokens": [ + -3.8955767154693604 + ], + "logprob_reward": -0.02057681791484356, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057681791484356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07056518644094467, + 0.05194351449608803, + 0.09991545230150223, + 0.12796472012996674, + 0.07357839494943619, + 0.15571700036525726, + 0.074034184217453, + 0.07579989731311798, + 0.09018547087907791, + 0.18029619753360748 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.02057681791484356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_1/index_tensor([955, 955])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_1/index_tensor([955, 955])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..edcd085a8db32827d8041495e2b157d10f5a1ccd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_1/index_tensor([955, 955])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle close-up, positioned just inches from the ground, focuses on a rough, dark-gray asphalt street under the harsh midday sun. At the center of the frame lies an empty aluminum can, its silvery metal surface showing faint wear and a thin layer of grime, gleaming in the direct sunlight. Suddenly, the massive black rubber tires of a passing vehicle roll relentlessly into view, their deep, intricate treads momentarily casting a dark shadow on the can before contact. The camera captures the violent, instantaneous movement as the immense weight is applied; the can tilts, its cylindrical form crumbling with a brutal finality as the metal is swiftly and decisively crumpled, folded, and flattened. The rough texture. Bright sunlight creates sharp, high-contrast highlights on the deformed metal and textured rubber, generating a visceral, objective atmosphere focused purely on the raw, mechanical force of impact.", + "seed": 22010, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_1/index_955_seed_22010_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02792834248393774, + "vlm_logprob": -0.02792834248393774, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02792834248393774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05222131311893463 + ], + "opposite_logprob_tokens": [ + -3.0522212982177734 + ], + "logprob_reward": -0.05222131311893463, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05222131311893463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3577735126018524, + 0.016335295513272285, + 0.02057967521250248, + 0.06305525451898575, + 0.07449784874916077, + 0.07525540888309479, + 0.1396607905626297, + 0.050343360751867294, + 0.023569263517856598, + 0.17892959713935852 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.05222131311893463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208021566271782 + ], + "opposite_logprob_tokens": [ + -2.812080144882202 + ], + "logprob_reward": -0.06208021566271782, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208021566271782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2837587296962738, + 0.07839302718639374, + 0.02779080905020237, + 0.08197549730539322, + 0.08407982438802719, + 0.09404002130031586, + 0.06493619084358215, + 0.11926458030939102, + 0.05322740972042084, + 0.11253386735916138 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.06208021566271782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018212588503956795 + ], + "opposite_logprob_tokens": [ + -4.018212795257568 + ], + "logprob_reward": -0.018212588503956795, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018212588503956795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06859289854764938, + 0.04459092393517494, + 0.09827805310487747, + 0.08147770166397095, + 0.08822684735059738, + 0.05951257422566414, + 0.11985505372285843, + 0.0701829195022583, + 0.0891442745923996, + 0.28013876080513 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.018212588503956795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638862796127796 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638862796127796, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638862796127796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06659847497940063, + 0.032460372895002365, + 0.0237972903996706, + 0.07939593493938446, + 0.07572349905967712, + 0.24074818193912506, + 0.09286929666996002, + 0.030488185584545135, + 0.09384859353303909, + 0.26407015323638916 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.004638862796127796 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248873233795166 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.00248873233795166, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248873233795166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06749606877565384, + 0.021873770281672478, + 0.03871837258338928, + 0.048561930656433105, + 0.07565567642450333, + 0.18187958002090454, + 0.025834759697318077, + 0.08563221991062164, + 0.07564717531204224, + 0.3787004053592682 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.00248873233795166 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up, positioned just inches from the ground, focuses on a rough, dark-gray asphalt street under the harsh midday sun. At the center of the frame lies an empty aluminum can, its silvery metal surface showing faint wear and a thin layer of grime, gleaming in the direct sunlight. Suddenly, the massive black rubber tires of a passing vehicle roll relentlessly into view, their deep, intricate treads momentarily casting a dark shadow on the can before contact. The camera captures the violent, instantaneous movement as the immense weight is applied; the can tilts, its cylindrical form crumbling with a brutal finality as the metal is swiftly and decisively crumpled, folded, and flattened. The rough texture. Bright sunlight creates sharp, high-contrast highlights on the deformed metal and textured rubber, generating a visceral, objective atmosphere focused purely on the raw, mechanical force of impact.", + "seed": 22011, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_1/index_955_seed_22011_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03685320671647787, + "vlm_logprob": -0.03685320671647787, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.03685320671647787, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0996936559677124 + ], + "opposite_logprob_tokens": [ + -2.474693775177002 + ], + "logprob_reward": -0.0996936559677124, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0996936559677124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09241849929094315, + 0.25907281041145325, + 0.11893104761838913, + 0.08295898139476776, + 0.09957394748926163, + 0.07047878205776215, + 0.111567921936512, + 0.04114529490470886, + 0.03274111449718475, + 0.09111163765192032 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.0996936559677124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062098924070596695 + ], + "opposite_logprob_tokens": [ + -2.812098979949951 + ], + "logprob_reward": -0.062098924070596695, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062098924070596695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08656129986047745, + 0.20427924394607544, + 0.1854299157857895, + 0.27478599548339844, + 0.11177875846624374, + 0.0162801630795002, + 0.022153213620185852, + 0.020589785650372505, + 0.019552279263734818, + 0.05858935788273811 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.062098924070596695 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652389790862799 + ], + "opposite_logprob_tokens": [ + -5.379652500152588 + ], + "logprob_reward": -0.004652389790862799, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004652389790862799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15231099724769592, + 0.25878891348838806, + 0.13082951307296753, + 0.09229257702827454, + 0.08160307258367538, + 0.04807854816317558, + 0.13315004110336304, + 0.026756329461932182, + 0.020971789956092834, + 0.05521814152598381 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.004652389790862799 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202939346432686 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014202939346432686, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202939346432686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11295943707227707, + 0.25444695353507996, + 0.1192755177617073, + 0.0345715694129467, + 0.10938561707735062, + 0.05287785828113556, + 0.1336604356765747, + 0.05976741760969162, + 0.052195727825164795, + 0.07085953652858734 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.014202939346432686 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003618124406784773 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.003618124406784773, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003618124406784773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16004253923892975, + 0.06445885449647903, + 0.13201068341732025, + 0.05367534980177879, + 0.09514236450195312, + 0.048274651169776917, + 0.11294715106487274, + 0.12793803215026855, + 0.06839711964130402, + 0.1371132880449295 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.003618124406784773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up, positioned just inches from the ground, focuses on a rough, dark-gray asphalt street under the harsh midday sun. At the center of the frame lies an empty aluminum can, its silvery metal surface showing faint wear and a thin layer of grime, gleaming in the direct sunlight. Suddenly, the massive black rubber tires of a passing vehicle roll relentlessly into view, their deep, intricate treads momentarily casting a dark shadow on the can before contact. The camera captures the violent, instantaneous movement as the immense weight is applied; the can tilts, its cylindrical form crumbling with a brutal finality as the metal is swiftly and decisively crumpled, folded, and flattened. The rough texture. Bright sunlight creates sharp, high-contrast highlights on the deformed metal and textured rubber, generating a visceral, objective atmosphere focused purely on the raw, mechanical force of impact.", + "seed": 22012, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_1/index_955_seed_22012_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.061449240520596506, + "vlm_logprob": -0.061449240520596506, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.061449240520596506, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1334228515625 + ], + "opposite_logprob_tokens": [ + -2.1334228515625 + ], + "logprob_reward": -0.1334228515625, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1334228515625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09494134038686752, + 0.062360282987356186, + 0.03835016116499901, + 0.037027034908533096, + 0.2160862684249878, + 0.08137189596891403, + 0.08747144043445587, + 0.05685558170080185, + 0.09022510796785355, + 0.23531080782413483 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.1334228515625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040608286857605 + ], + "opposite_logprob_tokens": [ + -1.9104061126708984 + ], + "logprob_reward": -0.16040608286857605, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040608286857605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09910520166158676, + 0.235024556517601, + 0.036893557757139206, + 0.044087816029787064, + 0.03923044726252556, + 0.08428549021482468, + 0.07141418009996414, + 0.10601873695850372, + 0.05146907642483711, + 0.23247091472148895 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.16040608286857605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002827458083629608 + ], + "opposite_logprob_tokens": [ + -5.8778276443481445 + ], + "logprob_reward": -0.002827458083629608, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002827458083629608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1690196990966797, + 0.09261679649353027, + 0.059661123901605606, + 0.06088320165872574, + 0.0649133026599884, + 0.1083669662475586, + 0.044219814240932465, + 0.14463341236114502, + 0.05740479752421379, + 0.19828082621097565 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.002827458083629608 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059514218010008335 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.0059514218010008335, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059514218010008335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06041716784238815, + 0.03780144825577736, + 0.022440535947680473, + 0.05194739252328873, + 0.03445655480027199, + 0.15261922776699066, + 0.12867814302444458, + 0.1731574535369873, + 0.1592172533273697, + 0.1792648434638977 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.0059514218010008335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463838828727603 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.00463838828727603, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463838828727603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11610067635774612, + 0.04720022901892662, + 0.03025832213461399, + 0.04339750483632088, + 0.08652766793966293, + 0.08929631114006042, + 0.18940530717372894, + 0.10686863958835602, + 0.1295250505208969, + 0.16142037510871887 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.00463838828727603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle close-up, positioned just inches from the ground, focuses on a rough, dark-gray asphalt street under the harsh midday sun. At the center of the frame lies an empty aluminum can, its silvery metal surface showing faint wear and a thin layer of grime, gleaming in the direct sunlight. Suddenly, the massive black rubber tires of a passing vehicle roll relentlessly into view, their deep, intricate treads momentarily casting a dark shadow on the can before contact. The camera captures the violent, instantaneous movement as the immense weight is applied; the can tilts, its cylindrical form crumbling with a brutal finality as the metal is swiftly and decisively crumpled, folded, and flattened. The rough texture. Bright sunlight creates sharp, high-contrast highlights on the deformed metal and textured rubber, generating a visceral, objective atmosphere focused purely on the raw, mechanical force of impact.", + "seed": 22013, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_1/index_955_seed_22013_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0316383202560246, + "vlm_logprob": -0.0316383202560246, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.0316383202560246, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10422244668006897 + ], + "opposite_logprob_tokens": [ + -2.354222536087036 + ], + "logprob_reward": -0.10422244668006897, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10422244668006897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13733060657978058, + 0.03754665330052376, + 0.022975802421569824, + 0.07081348448991776, + 0.0769127905368805, + 0.04485956206917763, + 0.29014137387275696, + 0.1493227779865265, + 0.14128190279006958, + 0.028815073892474174 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.10422244668006897 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307767376303673 + ], + "opposite_logprob_tokens": [ + -3.1680777072906494 + ], + "logprob_reward": -0.04307767376303673, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307767376303673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0988420769572258, + 0.034779567271471024, + 0.055637821555137634, + 0.08099278062582016, + 0.05162424221634865, + 0.17389114201068878, + 0.09326964616775513, + 0.10353231430053711, + 0.17990843951702118, + 0.12752200663089752 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.04307767376303673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002823891816660762 + ], + "opposite_logprob_tokens": [ + -5.877823829650879 + ], + "logprob_reward": -0.002823891816660762, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002823891816660762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2960251271724701, + 0.06915855407714844, + 0.040667202323675156, + 0.2171597182750702, + 0.0540006160736084, + 0.049074336886405945, + 0.10487823933362961, + 0.05191003531217575, + 0.04947255179286003, + 0.06765364110469818 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.002823891816660762 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525094848126173 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.00525094848126173, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525094848126173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07265625149011612, + 0.07008132338523865, + 0.04260735586285591, + 0.03675025328993797, + 0.04684990271925926, + 0.06505128741264343, + 0.28966817259788513, + 0.10830020904541016, + 0.1376344859600067, + 0.13040074706077576 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.00525094848126173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a static low-angle close-up just inches from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rough, dark-gray asphalt street under harsh midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an empty aluminum can with a silvery metal surface, faint wear, and a thin layer of grime visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive black rubber tires with deep, intricate treads roll into view and crush the can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the can tilt, crumble, fold, and flatten under the impact of the tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028166405390948057 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028166405390948057, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028166405390948057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21387384831905365, + 0.050999291241168976, + 0.052668359130620956, + 0.04924611747264862, + 0.058408983051776886, + 0.05217248946428299, + 0.18670304119586945, + 0.1029573380947113, + 0.12587442994117737, + 0.1070961058139801 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0028166405390948057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_10/index_tensor([3683, 3683])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_10/index_tensor([3683, 3683])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..06a8080a1895dbb3e8253809b00c1d7e35f4dcb6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_10/index_tensor([3683, 3683])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth, dynamic tracking shot follows a man with neat, short, dark brown hair and a sharp, defined face. He wears a fitted black turtleneck sweater, dark gray slim-fit trousers, and stylish black leather boots. He steadily walks from the left side of the frame toward the edge of a modern urban asphalt street at dusk. The slightly damp pavement reflects the neon lights of the surrounding buildings and the last glimmer of orange and red on the horizon. Once he reaches his designated position, he crouches down with fluid, controlled movements. The camera smoothly lowers its angle, shifting to a low, upward-facing perspective, focusing on his focused, calm expression. As he maintained a low profile, the space around him began to warp. Countless streams of data, shimmering with blue arcs, emerged from the void, rapidly converging and solidifying around him. An ergonomic black leather driver's seat first took shape beneath him. Then, with the speed of a dazzling mechanical ballet, streamlined silver-gray metal panels, gleaming glass, and a futuristic steering wheel seamlessly joined and clicked together from all sides, finally enveloping him completely within the interior of a technologically advanced sedan. The camera slowly zoomed out, capturing the complete moment the sedan was assembled. The man's hands calmly rested on the steering wheel, and with the touch of his fingertips, the dashboard instantly illuminated with a faint blue light. The sedan then silently started, and the camera panned right, capturing it smoothly merging into traffic. The red taillights cast a long trail of light across the wet asphalt before disappearing into the city night. The entire process created an atmosphere of calm, high-tech, and mysterious.", + "seed": 14632, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_10/index_3683_seed_14632_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05758909117430448, + "vlm_logprob": -0.05758909117430448, + "vlm_yes_no_margin": 3.199999952316284, + "vlm_token_credit": -0.05758909117430448, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07093203812837601 + ], + "opposite_logprob_tokens": [ + -2.695932149887085 + ], + "logprob_reward": -0.07093203812837601, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07093203812837601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35971373319625854, + 0.17288443446159363, + 0.07029126584529877, + 0.056853458285331726, + 0.06560792028903961, + 0.04377131536602974, + 0.0523090586066246, + 0.06687018275260925, + 0.016376907005906105, + 0.09532174468040466 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.07093203812837601 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194327130913734 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.018194327130913734, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018194327130913734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22618485987186432, + 0.188841313123703, + 0.26100772619247437, + 0.04079187661409378, + 0.05265560746192932, + 0.02862107940018177, + 0.04154262691736221, + 0.05695849657058716, + 0.023387977853417397, + 0.08000843226909637 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.018194327130913734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780817665159702 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780817665159702, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780817665159702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10826405882835388, + 0.08392933011054993, + 0.15831930935382843, + 0.15997527539730072, + 0.11577270925045013, + 0.045861080288887024, + 0.10228406637907028, + 0.06906796991825104, + 0.039665061980485916, + 0.11686110496520996 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.009780817665159702 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701508402824402 + ], + "opposite_logprob_tokens": [ + -2.1270151138305664 + ], + "logprob_reward": -0.12701508402824402, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701508402824402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16920989751815796, + 0.04772570729255676, + 0.09168258309364319, + 0.0502992682158947, + 0.04293641448020935, + 0.08018699288368225, + 0.038660213351249695, + 0.03662870451807976, + 0.053918369114398956, + 0.3887518346309662 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.12701508402824402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062023188918828964 + ], + "opposite_logprob_tokens": [ + -2.812023162841797 + ], + "logprob_reward": -0.062023188918828964, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062023188918828964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20068883895874023, + 0.1841116100549698, + 0.1700492650270462, + 0.04326286166906357, + 0.04011289030313492, + 0.01695750281214714, + 0.06393542140722275, + 0.04408539459109306, + 0.09129519760608673, + 0.1455010622739792 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.062023188918828964 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, dynamic tracking shot follows a man with neat, short, dark brown hair and a sharp, defined face. He wears a fitted black turtleneck sweater, dark gray slim-fit trousers, and stylish black leather boots. He steadily walks from the left side of the frame toward the edge of a modern urban asphalt street at dusk. The slightly damp pavement reflects the neon lights of the surrounding buildings and the last glimmer of orange and red on the horizon. Once he reaches his designated position, he crouches down with fluid, controlled movements. The camera smoothly lowers its angle, shifting to a low, upward-facing perspective, focusing on his focused, calm expression. As he maintained a low profile, the space around him began to warp. Countless streams of data, shimmering with blue arcs, emerged from the void, rapidly converging and solidifying around him. An ergonomic black leather driver's seat first took shape beneath him. Then, with the speed of a dazzling mechanical ballet, streamlined silver-gray metal panels, gleaming glass, and a futuristic steering wheel seamlessly joined and clicked together from all sides, finally enveloping him completely within the interior of a technologically advanced sedan. The camera slowly zoomed out, capturing the complete moment the sedan was assembled. The man's hands calmly rested on the steering wheel, and with the touch of his fingertips, the dashboard instantly illuminated with a faint blue light. The sedan then silently started, and the camera panned right, capturing it smoothly merging into traffic. The red taillights cast a long trail of light across the wet asphalt before disappearing into the city night. The entire process created an atmosphere of calm, high-tech, and mysterious.", + "seed": 14633, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_10/index_3683_seed_14633_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03303373772650957, + "vlm_logprob": -0.03303373772650957, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.03303373772650957, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018578795716166496 + ], + "opposite_logprob_tokens": [ + -4.018579006195068 + ], + "logprob_reward": -0.018578795716166496, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018578795716166496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3185015022754669, + 0.10415370017290115, + 0.0615265853703022, + 0.08583541214466095, + 0.024254245683550835, + 0.01860426552593708, + 0.09938181191682816, + 0.09117655456066132, + 0.1282709836959839, + 0.06829486787319183 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.018578795716166496 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106366991996765 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.038106366991996765, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106366991996765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12358712404966354, + 0.04948713630437851, + 0.04354853928089142, + 0.06728872656822205, + 0.027698911726474762, + 0.023840703070163727, + 0.05015969276428223, + 0.24435070157051086, + 0.2242245376110077, + 0.14581398665905 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.038106366991996765 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189953975379467 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.003189953975379467, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189953975379467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10915977507829666, + 0.07729899883270264, + 0.05764327570796013, + 0.17238830029964447, + 0.08594347536563873, + 0.06644304096698761, + 0.08084971457719803, + 0.10512109100818634, + 0.08172935247421265, + 0.1634230762720108 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.003189953975379467 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633574604988098 + ], + "opposite_logprob_tokens": [ + -3.6513357162475586 + ], + "logprob_reward": -0.02633574604988098, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633574604988098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10552428662776947, + 0.06642771512269974, + 0.04292772337794304, + 0.0721898302435875, + 0.03030569665133953, + 0.030221527442336082, + 0.0549578033387661, + 0.0823151022195816, + 0.2272368222475052, + 0.28789347410202026 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.02633574604988098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895782589912415 + ], + "opposite_logprob_tokens": [ + -2.5789577960968018 + ], + "logprob_reward": -0.07895782589912415, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895782589912415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10334809124469757, + 0.06360235810279846, + 0.056061308830976486, + 0.07162197679281235, + 0.02845553122460842, + 0.03249349817633629, + 0.07726140320301056, + 0.13233116269111633, + 0.12786522507667542, + 0.3069594204425812 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.07895782589912415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, dynamic tracking shot follows a man with neat, short, dark brown hair and a sharp, defined face. He wears a fitted black turtleneck sweater, dark gray slim-fit trousers, and stylish black leather boots. He steadily walks from the left side of the frame toward the edge of a modern urban asphalt street at dusk. The slightly damp pavement reflects the neon lights of the surrounding buildings and the last glimmer of orange and red on the horizon. Once he reaches his designated position, he crouches down with fluid, controlled movements. The camera smoothly lowers its angle, shifting to a low, upward-facing perspective, focusing on his focused, calm expression. As he maintained a low profile, the space around him began to warp. Countless streams of data, shimmering with blue arcs, emerged from the void, rapidly converging and solidifying around him. An ergonomic black leather driver's seat first took shape beneath him. Then, with the speed of a dazzling mechanical ballet, streamlined silver-gray metal panels, gleaming glass, and a futuristic steering wheel seamlessly joined and clicked together from all sides, finally enveloping him completely within the interior of a technologically advanced sedan. The camera slowly zoomed out, capturing the complete moment the sedan was assembled. The man's hands calmly rested on the steering wheel, and with the touch of his fingertips, the dashboard instantly illuminated with a faint blue light. The sedan then silently started, and the camera panned right, capturing it smoothly merging into traffic. The red taillights cast a long trail of light across the wet asphalt before disappearing into the city night. The entire process created an atmosphere of calm, high-tech, and mysterious.", + "seed": 14634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_10/index_3683_seed_14634_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07333649788051844, + "vlm_logprob": -0.07333649788051844, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.07333649788051844, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10120449215173721 + ], + "opposite_logprob_tokens": [ + -2.3512043952941895 + ], + "logprob_reward": -0.10120449215173721, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10120449215173721, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18194253742694855, + 0.1343241035938263, + 0.0683436170220375, + 0.03525082394480705, + 0.39143794775009155, + 0.03492828086018562, + 0.029950568452477455, + 0.042404111474752426, + 0.034269265830516815, + 0.04714866727590561 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.10120449215173721 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255772203207016 + ], + "opposite_logprob_tokens": [ + -1.6005772352218628 + ], + "logprob_reward": -0.2255772203207016, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255772203207016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18431442975997925, + 0.057674724608659744, + 0.10129057615995407, + 0.07572747766971588, + 0.2628760039806366, + 0.024294164031744003, + 0.030533714219927788, + 0.0565001554787159, + 0.12119035422801971, + 0.08559837937355042 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.2255772203207016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092533141374588 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092533141374588, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092533141374588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08514990657567978, + 0.045782603323459625, + 0.18875201046466827, + 0.07025127112865448, + 0.3174609839916229, + 0.057491201907396317, + 0.0823950245976448, + 0.05561772361397743, + 0.026628432795405388, + 0.07047083228826523 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.004092533141374588 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531350366771221 + ], + "opposite_logprob_tokens": [ + -4.387531280517578 + ], + "logprob_reward": -0.012531350366771221, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531350366771221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1026458740234375, + 0.05679820105433464, + 0.14809049665927887, + 0.04269034042954445, + 0.2079741507768631, + 0.141550213098526, + 0.11241098493337631, + 0.04644288867712021, + 0.03161267191171646, + 0.10978414118289948 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.012531350366771221 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327689342200756 + ], + "opposite_logprob_tokens": [ + -3.7732768058776855 + ], + "logprob_reward": -0.02327689342200756, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327689342200756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.161498561501503, + 0.025336816906929016, + 0.04744512587785721, + 0.028386324644088745, + 0.13601692020893097, + 0.06579630076885223, + 0.0958796888589859, + 0.08699645102024078, + 0.12168177217245102, + 0.23096205294132233 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.02327689342200756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, dynamic tracking shot follows a man with neat, short, dark brown hair and a sharp, defined face. He wears a fitted black turtleneck sweater, dark gray slim-fit trousers, and stylish black leather boots. He steadily walks from the left side of the frame toward the edge of a modern urban asphalt street at dusk. The slightly damp pavement reflects the neon lights of the surrounding buildings and the last glimmer of orange and red on the horizon. Once he reaches his designated position, he crouches down with fluid, controlled movements. The camera smoothly lowers its angle, shifting to a low, upward-facing perspective, focusing on his focused, calm expression. As he maintained a low profile, the space around him began to warp. Countless streams of data, shimmering with blue arcs, emerged from the void, rapidly converging and solidifying around him. An ergonomic black leather driver's seat first took shape beneath him. Then, with the speed of a dazzling mechanical ballet, streamlined silver-gray metal panels, gleaming glass, and a futuristic steering wheel seamlessly joined and clicked together from all sides, finally enveloping him completely within the interior of a technologically advanced sedan. The camera slowly zoomed out, capturing the complete moment the sedan was assembled. The man's hands calmly rested on the steering wheel, and with the touch of his fingertips, the dashboard instantly illuminated with a faint blue light. The sedan then silently started, and the camera panned right, capturing it smoothly merging into traffic. The red taillights cast a long trail of light across the wet asphalt before disappearing into the city night. The entire process created an atmosphere of calm, high-tech, and mysterious.", + "seed": 14635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_10/index_3683_seed_14635_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02290913015604019, + "vlm_logprob": -0.02290913015604019, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02290913015604019, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023940298706293106 + ], + "opposite_logprob_tokens": [ + -3.773940324783325 + ], + "logprob_reward": -0.023940298706293106, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023940298706293106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4023013412952423, + 0.05067172646522522, + 0.0541575662791729, + 0.02325560338795185, + 0.019511371850967407, + 0.044940173625946045, + 0.03154940903186798, + 0.3292984068393707, + 0.02356700412929058, + 0.020747331902384758 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.023940298706293106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033703286200761795 + ], + "opposite_logprob_tokens": [ + -3.408703327178955 + ], + "logprob_reward": -0.033703286200761795, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033703286200761795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04461044445633888, + 0.05764663964509964, + 0.029595784842967987, + 0.04771056026220322, + 0.05404386669397354, + 0.04511764273047447, + 0.05321101099252701, + 0.2890912592411041, + 0.28049057722091675, + 0.09848226606845856 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.033703286200761795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635896533727646 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635896533727646, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635896533727646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12916730344295502, + 0.04494509845972061, + 0.05749792605638504, + 0.03485709801316261, + 0.05414203554391861, + 0.07810050249099731, + 0.06399661302566528, + 0.06827230006456375, + 0.43059587478637695, + 0.038425251841545105 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.004635896533727646 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014184016734361649 + ], + "opposite_logprob_tokens": [ + -4.26418399810791 + ], + "logprob_reward": -0.014184016734361649, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014184016734361649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031029488891363144, + 0.029125547036528587, + 0.026065919548273087, + 0.016205519437789917, + 0.012769759632647038, + 0.06942257285118103, + 0.03753802552819252, + 0.515536904335022, + 0.23762939870357513, + 0.024676917120814323 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.014184016734361649 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man with neat, short, dark brown hair and a sharp, defined face wearing a black turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place on a modern urban asphalt street at dusk with damp pavement reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man crouch down and then get enveloped by assembling silver-gray metal panels, glass, and a futuristic steering wheel to form a sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly zoom out to capture the sedan assembly and then pan right as the car merges into traffic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the red taillights of the sedan visible casting a long trail of light across the wet asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808215260505676 + ], + "opposite_logprob_tokens": [ + -3.2880821228027344 + ], + "logprob_reward": -0.03808215260505676, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808215260505676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1578807532787323, + 0.03685813024640083, + 0.028836650773882866, + 0.04645632579922676, + 0.026524266228079796, + 0.06167936697602272, + 0.06108497455716133, + 0.44911953806877136, + 0.05152684450149536, + 0.08003313094377518 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.03808215260505676 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_11/index_tensor([98, 98])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_11/index_tensor([98, 98])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5697ce75b905f559795af80315a712312ed34534 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_11/index_tensor([98, 98])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion medium shot, shot from an upward angle, follows his movements in a slow arc, focusing on an ancient general clad in thick, emerald-green metal scale armor. His face is resolute, his brows sharp as swords, and a long, thick black beard sways like an inky dragon in his ferocious movements. Each plate of his armor is meticulously polished, its edges inlaid with bronze cloud patterns, reflecting a deep, majestic luster in the setting sun. He clutches a massive Qinglong Yanyue Blade in both hands, its broad blade gleaming with a cold metallic gleam, a lifelike bronze dragon encircling its back. He stands on an ancient battlefield shrouded in yellow sand. In the background, tattered battle flags flutter, and in the distance, beacon fires and the blurred silhouettes of an army are faintly visible. The general lowers his weight, exerting force from his waist. Steadily and calmly, he wields the heavy crescent blade, drawing a deadly yet graceful arc through the air. The blade rips through the air with a low whistling sound. His signature long beard and the hem of his robe are violently flung to the side as he spun swiftly. The tragic orange sunset gilds his entire body with a golden rim light, casting deep shadows on his resolute face. The entire scene is imbued with a sense of power and epic tragedy. Pursuing the ultimate in realism, every detail is rendered with exquisite fidelity.", + "seed": 12926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_11/index_98_seed_12926_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020553565537557005, + "vlm_logprob": -0.020553565537557005, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.020553565537557005, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02190934121608734 + ], + "opposite_logprob_tokens": [ + -3.896909236907959 + ], + "logprob_reward": -0.02190934121608734, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02190934121608734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2030804306268692, + 0.09416105598211288, + 0.07980160415172577, + 0.09397950023412704, + 0.08421315997838974, + 0.11604093760251999, + 0.06959813833236694, + 0.045953165739774704, + 0.12777668237686157, + 0.08539530634880066 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.02190934121608734 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420164667069912 + ], + "opposite_logprob_tokens": [ + -4.264201641082764 + ], + "logprob_reward": -0.01420164667069912, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420164667069912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20279599726200104, + 0.10942301154136658, + 0.06335852295160294, + 0.06748822331428528, + 0.07655219733715057, + 0.05639565736055374, + 0.07227904349565506, + 0.048889175057411194, + 0.19478139281272888, + 0.10803669691085815 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.01420164667069912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190072951838374 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.003190072951838374, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190072951838374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.394468754529953, + 0.10014361143112183, + 0.13164691627025604, + 0.06230072304606438, + 0.04331180080771446, + 0.046609360724687576, + 0.049306951463222504, + 0.04211173579096794, + 0.05262431874871254, + 0.07747584581375122 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.003190072951838374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789181426167488 + ], + "opposite_logprob_tokens": [ + -3.5297892093658447 + ], + "logprob_reward": -0.029789181426167488, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789181426167488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16706229746341705, + 0.13729600608348846, + 0.12815243005752563, + 0.13562741875648499, + 0.05747969076037407, + 0.07066915929317474, + 0.03714330866932869, + 0.040849436074495316, + 0.14407911896705627, + 0.08164120465517044 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.029789181426167488 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033677585422992706 + ], + "opposite_logprob_tokens": [ + -3.408677577972412 + ], + "logprob_reward": -0.033677585422992706, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033677585422992706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10706179589033127, + 0.11486213654279709, + 0.054033782333135605, + 0.07029152661561966, + 0.1403985470533371, + 0.05762193351984024, + 0.08500388264656067, + 0.062403447926044464, + 0.24008071422576904, + 0.06824228167533875 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.033677585422992706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion medium shot, shot from an upward angle, follows his movements in a slow arc, focusing on an ancient general clad in thick, emerald-green metal scale armor. His face is resolute, his brows sharp as swords, and a long, thick black beard sways like an inky dragon in his ferocious movements. Each plate of his armor is meticulously polished, its edges inlaid with bronze cloud patterns, reflecting a deep, majestic luster in the setting sun. He clutches a massive Qinglong Yanyue Blade in both hands, its broad blade gleaming with a cold metallic gleam, a lifelike bronze dragon encircling its back. He stands on an ancient battlefield shrouded in yellow sand. In the background, tattered battle flags flutter, and in the distance, beacon fires and the blurred silhouettes of an army are faintly visible. The general lowers his weight, exerting force from his waist. Steadily and calmly, he wields the heavy crescent blade, drawing a deadly yet graceful arc through the air. The blade rips through the air with a low whistling sound. His signature long beard and the hem of his robe are violently flung to the side as he spun swiftly. The tragic orange sunset gilds his entire body with a golden rim light, casting deep shadows on his resolute face. The entire scene is imbued with a sense of power and epic tragedy. Pursuing the ultimate in realism, every detail is rendered with exquisite fidelity.", + "seed": 12927, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_11/index_98_seed_12927_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014273462165147067, + "vlm_logprob": -0.014273462165147067, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.014273462165147067, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024981092661619186 + ], + "opposite_logprob_tokens": [ + -3.7749810218811035 + ], + "logprob_reward": -0.024981092661619186, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024981092661619186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16909505426883698, + 0.029374204576015472, + 0.042587120085954666, + 0.11458279937505722, + 0.022832799702882767, + 0.019530383870005608, + 0.030403226613998413, + 0.10126976668834686, + 0.41234368085861206, + 0.05798095464706421 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.024981092661619186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544417753815651 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544417753815651, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544417753815651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1628069430589676, + 0.15445169806480408, + 0.08217909187078476, + 0.23429645597934723, + 0.028072718530893326, + 0.043847233057022095, + 0.037926800549030304, + 0.126898854970932, + 0.08166925609111786, + 0.04785092920064926 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.012544417753815651 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636015277355909 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004636015277355909, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636015277355909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14555208384990692, + 0.07806521654129028, + 0.0496954619884491, + 0.1657935231924057, + 0.08691573143005371, + 0.03870013356208801, + 0.0549839623272419, + 0.18973158299922943, + 0.15432123839855194, + 0.03624114766716957 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.004636015277355909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574599504470825 + ], + "opposite_logprob_tokens": [ + -3.8955745697021484 + ], + "logprob_reward": -0.020574599504470825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574599504470825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19866017997264862, + 0.09217388927936554, + 0.09486101567745209, + 0.04232101887464523, + 0.04575272276997566, + 0.05330700799822807, + 0.09070532768964767, + 0.16948658227920532, + 0.13116025924682617, + 0.0815720185637474 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.020574599504470825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631185628473759 + ], + "opposite_logprob_tokens": [ + -4.758631229400635 + ], + "logprob_reward": -0.008631185628473759, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631185628473759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0701201856136322, + 0.0638112723827362, + 0.04252113774418831, + 0.0764077827334404, + 0.022498629987239838, + 0.021261556074023247, + 0.03528282046318054, + 0.5293945670127869, + 0.10849859565496445, + 0.030203459784388542 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.008631185628473759 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion medium shot, shot from an upward angle, follows his movements in a slow arc, focusing on an ancient general clad in thick, emerald-green metal scale armor. His face is resolute, his brows sharp as swords, and a long, thick black beard sways like an inky dragon in his ferocious movements. Each plate of his armor is meticulously polished, its edges inlaid with bronze cloud patterns, reflecting a deep, majestic luster in the setting sun. He clutches a massive Qinglong Yanyue Blade in both hands, its broad blade gleaming with a cold metallic gleam, a lifelike bronze dragon encircling its back. He stands on an ancient battlefield shrouded in yellow sand. In the background, tattered battle flags flutter, and in the distance, beacon fires and the blurred silhouettes of an army are faintly visible. The general lowers his weight, exerting force from his waist. Steadily and calmly, he wields the heavy crescent blade, drawing a deadly yet graceful arc through the air. The blade rips through the air with a low whistling sound. His signature long beard and the hem of his robe are violently flung to the side as he spun swiftly. The tragic orange sunset gilds his entire body with a golden rim light, casting deep shadows on his resolute face. The entire scene is imbued with a sense of power and epic tragedy. Pursuing the ultimate in realism, every detail is rendered with exquisite fidelity.", + "seed": 12928, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_11/index_98_seed_12928_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01977528017014265, + "vlm_logprob": -0.01977528017014265, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.01977528017014265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021749550476670265 + ], + "opposite_logprob_tokens": [ + -3.896749496459961 + ], + "logprob_reward": -0.021749550476670265, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021749550476670265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10193146020174026, + 0.07921817898750305, + 0.07376060634851456, + 0.035456251353025436, + 0.04437733069062233, + 0.04639086127281189, + 0.5031226277351379, + 0.024386556819081306, + 0.0369768962264061, + 0.054379262030124664 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.021749550476670265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072239726781845 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072239726781845, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072239726781845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3655431866645813, + 0.13304229080677032, + 0.11352748423814774, + 0.046515271067619324, + 0.05045762285590172, + 0.02073301374912262, + 0.11941707879304886, + 0.02420199289917946, + 0.06391524523496628, + 0.06264678388834 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.016072239726781845 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092651419341564 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092651419341564, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092651419341564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41206037998199463, + 0.10358646512031555, + 0.06543567031621933, + 0.049744054675102234, + 0.07077503204345703, + 0.03875907510519028, + 0.061751920729875565, + 0.07770425826311111, + 0.06580567359924316, + 0.054377418011426926 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.004092651419341564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368588164448738 + ], + "opposite_logprob_tokens": [ + -3.4086859226226807 + ], + "logprob_reward": -0.03368588164448738, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368588164448738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2669101059436798, + 0.09150145202875137, + 0.09608373790979385, + 0.048695191740989685, + 0.03545170649886131, + 0.10936745256185532, + 0.17166350781917572, + 0.0188156571239233, + 0.03485655412077904, + 0.12665465474128723 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.03368588164448738 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023276077583432198 + ], + "opposite_logprob_tokens": [ + -3.7732760906219482 + ], + "logprob_reward": -0.023276077583432198, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023276077583432198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22321480512619019, + 0.0881391391158104, + 0.06128934398293495, + 0.05523145571351051, + 0.041489653289318085, + 0.15865029394626617, + 0.15118518471717834, + 0.01932564377784729, + 0.07184991240501404, + 0.129624605178833 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.023276077583432198 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion medium shot, shot from an upward angle, follows his movements in a slow arc, focusing on an ancient general clad in thick, emerald-green metal scale armor. His face is resolute, his brows sharp as swords, and a long, thick black beard sways like an inky dragon in his ferocious movements. Each plate of his armor is meticulously polished, its edges inlaid with bronze cloud patterns, reflecting a deep, majestic luster in the setting sun. He clutches a massive Qinglong Yanyue Blade in both hands, its broad blade gleaming with a cold metallic gleam, a lifelike bronze dragon encircling its back. He stands on an ancient battlefield shrouded in yellow sand. In the background, tattered battle flags flutter, and in the distance, beacon fires and the blurred silhouettes of an army are faintly visible. The general lowers his weight, exerting force from his waist. Steadily and calmly, he wields the heavy crescent blade, drawing a deadly yet graceful arc through the air. The blade rips through the air with a low whistling sound. His signature long beard and the hem of his robe are violently flung to the side as he spun swiftly. The tragic orange sunset gilds his entire body with a golden rim light, casting deep shadows on his resolute face. The entire scene is imbued with a sense of power and epic tragedy. Pursuing the ultimate in realism, every detail is rendered with exquisite fidelity.", + "seed": 12929, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_11/index_98_seed_12929_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015397981368005275, + "vlm_logprob": -0.015397981368005275, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.015397981368005275, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03197083622217178 + ], + "opposite_logprob_tokens": [ + -3.531970739364624 + ], + "logprob_reward": -0.03197083622217178, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03197083622217178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10114546865224838, + 0.10026711225509644, + 0.27935558557510376, + 0.12322060018777847, + 0.05043207108974457, + 0.05685568228363991, + 0.05225221812725067, + 0.05594801530241966, + 0.0358087494969368, + 0.14471448957920074 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.03197083622217178 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420564204454422 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.01420564204454422, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420564204454422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08677937090396881, + 0.13219037652015686, + 0.1258983463048935, + 0.1539376974105835, + 0.09233961999416351, + 0.11200888454914093, + 0.04684155806899071, + 0.17207065224647522, + 0.0353255532681942, + 0.04260796308517456 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.01420564204454422 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093126393854618 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093126393854618, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093126393854618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0860949158668518, + 0.0560157410800457, + 0.41850903630256653, + 0.06015849858522415, + 0.11698842793703079, + 0.07758653163909912, + 0.061354897916316986, + 0.07698794454336166, + 0.01743621937930584, + 0.02886776253581047 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.004093126393854618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190010726451874 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.014190010726451874, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190010726451874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16913703083992004, + 0.057235244661569595, + 0.3485890030860901, + 0.09268131107091904, + 0.06909915804862976, + 0.060338448733091354, + 0.02992505580186844, + 0.078536756336689, + 0.036454129964113235, + 0.05800393223762512 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.014190010726451874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general wearing thick emerald-green metal scale armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general holding a massive blade with a lifelike bronze dragon encircling its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting an ancient battlefield shrouded in yellow sand with tattered battle flags in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot from an upward angle and does it follow the subject's movements in a slow arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the general perform a swift spinning motion that causes his beard and robe to fly to the side while wielding the blade?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530291453003883 + ], + "opposite_logprob_tokens": [ + -4.387530326843262 + ], + "logprob_reward": -0.012530291453003883, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530291453003883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15141268074512482, + 0.18885438144207, + 0.10681483894586563, + 0.13813085854053497, + 0.17780637741088867, + 0.11003205180168152, + 0.02597445622086525, + 0.03535885736346245, + 0.025194833055138588, + 0.04042062908411026 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.012530291453003883 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_12/index_tensor([3479, 3479])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_12/index_tensor([3479, 3479])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..78c59457a4f8f55c9e6108b8a9adf36be950ebec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_12/index_tensor([3479, 3479])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium-close, static shot shot from a slightly upward angle, with a very shallow depth of field, focuses entirely on the central subject. In the image, a muscular monk exerts all his strength, slowly and laboriously lifting a massive bronze tripod from the ground. Beads of sweat bead on his shiny head, and intricate, ancient, oriental tattoos cover his neck, shoulders, and sturdy arms. His face is clearly contorted by intense concentration and exertion: his eyes are closed, his brow furrowed, his teeth clenched, and his cheek muscles twitch with immense force. He wears a simple gray monk's robe, one shoulder slipping off, revealing a sweat-soaked, muscular shoulder. His gnarled hands grip the tripod's handles tightly, his knuckles white with the strain. The bronze tripod itself is rich in detail, its surface covered in ancient Taotie patterns, its surface stained with a mottled patina and a deep, dark luster from age. A strong sidelight streams from the right side of the frame, carving deep shadows into the lines of his muscles, while the background is completely blurred, reduced to a blur of light and color that suggests an ancient temple courtyard. The entire dynamic scene takes on the texture of a thickly brushed oil painting. The transitions between light and shadow are not smooth but formed by distinct, rough strokes. Every inch of skin and metal texture appears as if paint has been thickly applied with a palette knife, creating an atmosphere full of primal power, frozen tension, and a tenacious spirit that transcends the limits of the flesh.", + "seed": 1528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_12/index_3479_seed_1528_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.030536929704248907, + "vlm_logprob": -0.030536929704248907, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.030536929704248907, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09032993763685226 + ], + "opposite_logprob_tokens": [ + -2.465329885482788 + ], + "logprob_reward": -0.09032993763685226, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09032993763685226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24850107729434967, + 0.06359786540269852, + 0.07024222612380981, + 0.08305179327726364, + 0.09693092852830887, + 0.06375360488891602, + 0.13254255056381226, + 0.0914100706577301, + 0.08906242996454239, + 0.06090749055147171 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.09032993763685226 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060239389538765 + ], + "opposite_logprob_tokens": [ + -3.8956024646759033 + ], + "logprob_reward": -0.02060239389538765, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060239389538765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35251033306121826, + 0.07019714266061783, + 0.028903968632221222, + 0.06601068377494812, + 0.168997123837471, + 0.03950045257806778, + 0.09729456156492233, + 0.0629679262638092, + 0.0404902808368206, + 0.07312759011983871 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.02060239389538765 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538531795144081 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.012538531795144081, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538531795144081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19153012335300446, + 0.16373535990715027, + 0.07438678294420242, + 0.08034416288137436, + 0.08473978191614151, + 0.024909330531954765, + 0.12066955864429474, + 0.0663241446018219, + 0.1257292479276657, + 0.06763149052858353 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.012538531795144081 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863614957779646 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.00863614957779646, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863614957779646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12762074172496796, + 0.08697500824928284, + 0.1399414986371994, + 0.049754902720451355, + 0.0607634074985981, + 0.05074819549918175, + 0.31420737504959106, + 0.05319536477327347, + 0.03360766917467117, + 0.0831858292222023 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.00863614957779646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057763561606407 + ], + "opposite_logprob_tokens": [ + -3.8955776691436768 + ], + "logprob_reward": -0.02057763561606407, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057763561606407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26249316334724426, + 0.07743378728628159, + 0.25636160373687744, + 0.03345401957631111, + 0.10220005363225937, + 0.024275507777929306, + 0.05825583264231682, + 0.07390027493238449, + 0.03203383460640907, + 0.07959192246198654 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.02057763561606407 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-close, static shot shot from a slightly upward angle, with a very shallow depth of field, focuses entirely on the central subject. In the image, a muscular monk exerts all his strength, slowly and laboriously lifting a massive bronze tripod from the ground. Beads of sweat bead on his shiny head, and intricate, ancient, oriental tattoos cover his neck, shoulders, and sturdy arms. His face is clearly contorted by intense concentration and exertion: his eyes are closed, his brow furrowed, his teeth clenched, and his cheek muscles twitch with immense force. He wears a simple gray monk's robe, one shoulder slipping off, revealing a sweat-soaked, muscular shoulder. His gnarled hands grip the tripod's handles tightly, his knuckles white with the strain. The bronze tripod itself is rich in detail, its surface covered in ancient Taotie patterns, its surface stained with a mottled patina and a deep, dark luster from age. A strong sidelight streams from the right side of the frame, carving deep shadows into the lines of his muscles, while the background is completely blurred, reduced to a blur of light and color that suggests an ancient temple courtyard. The entire dynamic scene takes on the texture of a thickly brushed oil painting. The transitions between light and shadow are not smooth but formed by distinct, rough strokes. Every inch of skin and metal texture appears as if paint has been thickly applied with a palette knife, creating an atmosphere full of primal power, frozen tension, and a tenacious spirit that transcends the limits of the flesh.", + "seed": 1529, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_12/index_3479_seed_1529_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.026898247934877873, + "vlm_logprob": -0.026898247934877873, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.026898247934877873, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06284388154745102 + ], + "opposite_logprob_tokens": [ + -2.8128437995910645 + ], + "logprob_reward": -0.06284388154745102, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06284388154745102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.214967280626297, + 0.18212437629699707, + 0.07025443017482758, + 0.09537156671285629, + 0.07844392210245132, + 0.0751279816031456, + 0.09636250138282776, + 0.054406773298978806, + 0.05583881214261055, + 0.07710229605436325 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.06284388154745102 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598655566573143 + ], + "opposite_logprob_tokens": [ + -3.8955986499786377 + ], + "logprob_reward": -0.020598655566573143, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598655566573143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1828024685382843, + 0.06946161389350891, + 0.06926631182432175, + 0.09591097384691238, + 0.14051175117492676, + 0.043859343975782394, + 0.11568746715784073, + 0.14501431584358215, + 0.07835054397583008, + 0.059135183691978455 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.020598655566573143 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641467429697514 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641467429697514, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641467429697514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18907059729099274, + 0.20699767768383026, + 0.098880335688591, + 0.0754523053765297, + 0.04661467671394348, + 0.04179885983467102, + 0.05441192910075188, + 0.20200115442276, + 0.04136914387345314, + 0.0434032678604126 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.008641467429697514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606719382107258 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.01606719382107258, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606719382107258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36039718985557556, + 0.09956709295511246, + 0.03544300049543381, + 0.09114959836006165, + 0.0682281032204628, + 0.0340886116027832, + 0.08547026664018631, + 0.13288235664367676, + 0.04024501517415047, + 0.052528783679008484 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01606719382107258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340041309595108 + ], + "opposite_logprob_tokens": [ + -3.6513400077819824 + ], + "logprob_reward": -0.026340041309595108, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340041309595108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13473324477672577, + 0.11829136312007904, + 0.06262635439634323, + 0.05528562515974045, + 0.038965385407209396, + 0.11098446696996689, + 0.061586663126945496, + 0.2761536240577698, + 0.06687182188034058, + 0.07450153678655624 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.026340041309595108 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-close, static shot shot from a slightly upward angle, with a very shallow depth of field, focuses entirely on the central subject. In the image, a muscular monk exerts all his strength, slowly and laboriously lifting a massive bronze tripod from the ground. Beads of sweat bead on his shiny head, and intricate, ancient, oriental tattoos cover his neck, shoulders, and sturdy arms. His face is clearly contorted by intense concentration and exertion: his eyes are closed, his brow furrowed, his teeth clenched, and his cheek muscles twitch with immense force. He wears a simple gray monk's robe, one shoulder slipping off, revealing a sweat-soaked, muscular shoulder. His gnarled hands grip the tripod's handles tightly, his knuckles white with the strain. The bronze tripod itself is rich in detail, its surface covered in ancient Taotie patterns, its surface stained with a mottled patina and a deep, dark luster from age. A strong sidelight streams from the right side of the frame, carving deep shadows into the lines of his muscles, while the background is completely blurred, reduced to a blur of light and color that suggests an ancient temple courtyard. The entire dynamic scene takes on the texture of a thickly brushed oil painting. The transitions between light and shadow are not smooth but formed by distinct, rough strokes. Every inch of skin and metal texture appears as if paint has been thickly applied with a palette knife, creating an atmosphere full of primal power, frozen tension, and a tenacious spirit that transcends the limits of the flesh.", + "seed": 1530, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_12/index_3479_seed_1530_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08987140692770482, + "vlm_logprob": -0.08987140692770482, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.08987140692770482, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.315589040517807 + ], + "opposite_logprob_tokens": [ + -1.3155890703201294 + ], + "logprob_reward": -0.315589040517807, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.315589040517807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08950559794902802, + 0.1282198578119278, + 0.04726431146264076, + 0.022778445854783058, + 0.04977404698729515, + 0.31156420707702637, + 0.12199021130800247, + 0.0806707814335823, + 0.032115183770656586, + 0.11611735820770264 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.315589040517807 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048705194145441055 + ], + "opposite_logprob_tokens": [ + -3.0487051010131836 + ], + "logprob_reward": -0.048705194145441055, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048705194145441055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061099518090486526, + 0.10494166612625122, + 0.04810825735330582, + 0.03072415105998516, + 0.06290356069803238, + 0.39577972888946533, + 0.10560581088066101, + 0.07977066934108734, + 0.02168499305844307, + 0.0893816202878952 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.048705194145441055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592350512742996 + ], + "opposite_logprob_tokens": [ + -3.895592451095581 + ], + "logprob_reward": -0.020592350512742996, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592350512742996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05027487501502037, + 0.10832125693559647, + 0.1104741320014, + 0.08725462108850479, + 0.06818915903568268, + 0.30041632056236267, + 0.07453674077987671, + 0.0973971039056778, + 0.021855296567082405, + 0.08128049224615097 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.020592350512742996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026364656165242195 + ], + "opposite_logprob_tokens": [ + -3.65136456489563 + ], + "logprob_reward": -0.026364656165242195, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026364656165242195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06019481644034386, + 0.1333744078874588, + 0.08497472107410431, + 0.026573684066534042, + 0.12788540124893188, + 0.2910814881324768, + 0.11708410829305649, + 0.04340818151831627, + 0.03707301244139671, + 0.07835014909505844 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.026364656165242195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381057932972908 + ], + "opposite_logprob_tokens": [ + -3.2881057262420654 + ], + "logprob_reward": -0.0381057932972908, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381057932972908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10671164095401764, + 0.10093212872743607, + 0.1009807363152504, + 0.019512437283992767, + 0.029225554317235947, + 0.31974121928215027, + 0.08313741534948349, + 0.14073452353477478, + 0.019396306946873665, + 0.0796280950307846 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.0381057932972908 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium-close, static shot shot from a slightly upward angle, with a very shallow depth of field, focuses entirely on the central subject. In the image, a muscular monk exerts all his strength, slowly and laboriously lifting a massive bronze tripod from the ground. Beads of sweat bead on his shiny head, and intricate, ancient, oriental tattoos cover his neck, shoulders, and sturdy arms. His face is clearly contorted by intense concentration and exertion: his eyes are closed, his brow furrowed, his teeth clenched, and his cheek muscles twitch with immense force. He wears a simple gray monk's robe, one shoulder slipping off, revealing a sweat-soaked, muscular shoulder. His gnarled hands grip the tripod's handles tightly, his knuckles white with the strain. The bronze tripod itself is rich in detail, its surface covered in ancient Taotie patterns, its surface stained with a mottled patina and a deep, dark luster from age. A strong sidelight streams from the right side of the frame, carving deep shadows into the lines of his muscles, while the background is completely blurred, reduced to a blur of light and color that suggests an ancient temple courtyard. The entire dynamic scene takes on the texture of a thickly brushed oil painting. The transitions between light and shadow are not smooth but formed by distinct, rough strokes. Every inch of skin and metal texture appears as if paint has been thickly applied with a palette knife, creating an atmosphere full of primal power, frozen tension, and a tenacious spirit that transcends the limits of the flesh.", + "seed": 1531, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_12/index_3479_seed_1531_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03761912742629647, + "vlm_logprob": -0.03761912742629647, + "vlm_yes_no_margin": 3.6499999523162843, + "vlm_token_credit": -0.03761912742629647, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10175271332263947 + ], + "opposite_logprob_tokens": [ + -2.351752758026123 + ], + "logprob_reward": -0.10175271332263947, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10175271332263947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1563931703567505, + 0.080539770424366, + 0.04276939481496811, + 0.050610415637493134, + 0.07735879719257355, + 0.040969960391521454, + 0.05526277422904968, + 0.3846748173236847, + 0.02983381226658821, + 0.08158710598945618 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.10175271332263947 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331404574215412 + ], + "opposite_logprob_tokens": [ + -3.7733139991760254 + ], + "logprob_reward": -0.02331404574215412, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331404574215412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2278251200914383, + 0.15533381700515747, + 0.06565479189157486, + 0.058485642075538635, + 0.05316939204931259, + 0.046234168112277985, + 0.03018759749829769, + 0.19219346344470978, + 0.09796710312366486, + 0.07294883579015732 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.02331404574215412 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739149335771799 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739149335771799, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739149335771799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11410607397556305, + 0.06634595990180969, + 0.2658523917198181, + 0.05709831044077873, + 0.020048094913363457, + 0.04198600724339485, + 0.14886359870433807, + 0.21500755846500397, + 0.03552110493183136, + 0.035170964896678925 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.006739149335771799 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191050738096237 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018191050738096237, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018191050738096237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13026948273181915, + 0.06991802155971527, + 0.03496512398123741, + 0.044154293835163116, + 0.03284452483057976, + 0.021396012976765633, + 0.01797490008175373, + 0.31343549489974976, + 0.029247818514704704, + 0.3057943284511566 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.018191050738096237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a muscular monk lifting a massive bronze tripod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the monk display visible signs of intense exertion, such as closed eyes, a furrowed brow, clenched teeth, and sweat beads on his head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the monk wearing a simple gray robe with one shoulder slipping off to reveal a muscular, sweat-soaked shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the bronze tripod detailed with ancient Taotie patterns, a mottled patina, and a deep dark luster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of a thickly brushed oil painting with distinct, rough strokes and a palette knife texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809867799282074 + ], + "opposite_logprob_tokens": [ + -3.2880985736846924 + ], + "logprob_reward": -0.03809867799282074, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809867799282074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21006283164024353, + 0.08520258218050003, + 0.0826706811785698, + 0.030248314142227173, + 0.050626013427972794, + 0.08920798450708389, + 0.04553147032856941, + 0.2920108437538147, + 0.044164951890707016, + 0.07027433812618256 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.03809867799282074 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_13/index_tensor([7342, 7342])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_13/index_tensor([7342, 7342])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..524e7ca80ef09e4aa7cbaa1bdc0f7cdf3f3a33c4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_13/index_tensor([7342, 7342])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up captures an elderly Hispanic woman, her silver-streaked hair loosely slicked back, her face softly framed by wisps, sitting in a sun-drenched kitchen. She wears a simple blouse over a soft, cream-colored knit sweater, her expression calm and content. Bright, golden morning sunlight streams through a nearby window, illuminating the dancing dust particles in the air and casting soft shadows on the rustic wooden table before her. With both hands, she slowly and deliberately raises a delicate white porcelain cup, adorned with a faint, hand-painted blue floral pattern and a thin, gold rim, a delicate puff of steam rising from it. As she brings the cup to her lips, her eyes crinkle at the corners, a smile of a lifetime gently closing on her face as she absorbs the moment completely. The soft-focus blur of the warm-toned kitchen cabinets and a small pot of aromatic herbs on the windowsill in the background enhances the intimate, peaceful atmosphere of a cherished, quiet morning ritual.", + "seed": 3747, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_13/index_7342_seed_3747_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016133170668035747, + "vlm_logprob": -0.016133170668035747, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.016133170668035747, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01645154319703579 + ], + "opposite_logprob_tokens": [ + -4.141451358795166 + ], + "logprob_reward": -0.01645154319703579, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01645154319703579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17725123465061188, + 0.06478356570005417, + 0.1778212934732437, + 0.09175020456314087, + 0.12175625562667847, + 0.09327659010887146, + 0.06671737134456635, + 0.05701426416635513, + 0.09269407391548157, + 0.056935135275125504 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.01645154319703579 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264467094093561 + ], + "opposite_logprob_tokens": [ + -5.2552642822265625 + ], + "logprob_reward": -0.005264467094093561, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264467094093561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1027522161602974, + 0.15772539377212524, + 0.14628401398658752, + 0.07457379251718521, + 0.06755659729242325, + 0.32745659351348877, + 0.020475959405303, + 0.026230700314044952, + 0.024898311123251915, + 0.052046485245227814 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.005264467094093561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786483831703663 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786483831703663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786483831703663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08901212364435196, + 0.0883881226181984, + 0.1548936367034912, + 0.08997122943401337, + 0.13708166778087616, + 0.04006221890449524, + 0.07809872180223465, + 0.08583714067935944, + 0.20113566517829895, + 0.03551942855119705 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.009786483831703663 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095809519290924 + ], + "opposite_logprob_tokens": [ + -3.288095712661743 + ], + "logprob_reward": -0.038095809519290924, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095809519290924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06215507909655571, + 0.04571094736456871, + 0.08424126356840134, + 0.0768948495388031, + 0.06128857284784317, + 0.39368367195129395, + 0.017969366163015366, + 0.04079606384038925, + 0.10283390432596207, + 0.11442624032497406 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.038095809519290924 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106754969805479 + ], + "opposite_logprob_tokens": [ + -4.5110673904418945 + ], + "logprob_reward": -0.01106754969805479, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106754969805479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21451975405216217, + 0.03296145796775818, + 0.24664002656936646, + 0.031033186241984367, + 0.16820622980594635, + 0.11947721242904663, + 0.04098282754421234, + 0.050803955644369125, + 0.03776529058814049, + 0.057610124349594116 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.01106754969805479 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures an elderly Hispanic woman, her silver-streaked hair loosely slicked back, her face softly framed by wisps, sitting in a sun-drenched kitchen. She wears a simple blouse over a soft, cream-colored knit sweater, her expression calm and content. Bright, golden morning sunlight streams through a nearby window, illuminating the dancing dust particles in the air and casting soft shadows on the rustic wooden table before her. With both hands, she slowly and deliberately raises a delicate white porcelain cup, adorned with a faint, hand-painted blue floral pattern and a thin, gold rim, a delicate puff of steam rising from it. As she brings the cup to her lips, her eyes crinkle at the corners, a smile of a lifetime gently closing on her face as she absorbs the moment completely. The soft-focus blur of the warm-toned kitchen cabinets and a small pot of aromatic herbs on the windowsill in the background enhances the intimate, peaceful atmosphere of a cherished, quiet morning ritual.", + "seed": 3748, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_13/index_7342_seed_3748_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01781253204680979, + "vlm_logprob": -0.01781253204680979, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.01781253204680979, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018742019310593605 + ], + "opposite_logprob_tokens": [ + -4.018742084503174 + ], + "logprob_reward": -0.018742019310593605, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018742019310593605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10041602700948715, + 0.04127763211727142, + 0.04357682913541794, + 0.08640792965888977, + 0.08546171337366104, + 0.17785148322582245, + 0.2009333074092865, + 0.2256113886833191, + 0.017559655010700226, + 0.020904086530208588 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.018742019310593605 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036220441106706858 + ], + "opposite_logprob_tokens": [ + -5.628622055053711 + ], + "logprob_reward": -0.0036220441106706858, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036220441106706858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08980700373649597, + 0.042485255748033524, + 0.03809349238872528, + 0.06619158387184143, + 0.09092063456773758, + 0.18347874283790588, + 0.22177770733833313, + 0.2337338626384735, + 0.012828231789171696, + 0.020683426409959793 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.0036220441106706858 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254394743591547 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.01254394743591547, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254394743591547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06320619583129883, + 0.02843407355248928, + 0.0358237661421299, + 0.05477098748087883, + 0.08916874974966049, + 0.1969635784626007, + 0.22885598242282867, + 0.276302695274353, + 0.011304481886327267, + 0.015169451013207436 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.01254394743591547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809695690870285 + ], + "opposite_logprob_tokens": [ + -3.2880969047546387 + ], + "logprob_reward": -0.03809695690870285, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809695690870285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15720099210739136, + 0.05934007838368416, + 0.06557551771402359, + 0.4568711221218109, + 0.07047479599714279, + 0.05431239306926727, + 0.047941867262125015, + 0.04238411411643028, + 0.017189543694257736, + 0.028709592297673225 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.03809695690870285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01605769246816635 + ], + "opposite_logprob_tokens": [ + -4.14105749130249 + ], + "logprob_reward": -0.01605769246816635, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01605769246816635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19383391737937927, + 0.05585888400673866, + 0.12221269309520721, + 0.07219678908586502, + 0.06833285093307495, + 0.18430408835411072, + 0.13356123864650726, + 0.11954906582832336, + 0.018093843013048172, + 0.03205660730600357 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.01605769246816635 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures an elderly Hispanic woman, her silver-streaked hair loosely slicked back, her face softly framed by wisps, sitting in a sun-drenched kitchen. She wears a simple blouse over a soft, cream-colored knit sweater, her expression calm and content. Bright, golden morning sunlight streams through a nearby window, illuminating the dancing dust particles in the air and casting soft shadows on the rustic wooden table before her. With both hands, she slowly and deliberately raises a delicate white porcelain cup, adorned with a faint, hand-painted blue floral pattern and a thin, gold rim, a delicate puff of steam rising from it. As she brings the cup to her lips, her eyes crinkle at the corners, a smile of a lifetime gently closing on her face as she absorbs the moment completely. The soft-focus blur of the warm-toned kitchen cabinets and a small pot of aromatic herbs on the windowsill in the background enhances the intimate, peaceful atmosphere of a cherished, quiet morning ritual.", + "seed": 3749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_13/index_7342_seed_3749_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017280775308609008, + "vlm_logprob": -0.017280775308609008, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.017280775308609008, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02391061931848526 + ], + "opposite_logprob_tokens": [ + -3.7739105224609375 + ], + "logprob_reward": -0.02391061931848526, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02391061931848526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2410852015018463, + 0.130119189620018, + 0.04448993131518364, + 0.07897800207138062, + 0.11435475945472717, + 0.049458153545856476, + 0.025609135627746582, + 0.05815405398607254, + 0.13641293346881866, + 0.12133864313364029 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.02391061931848526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595959834754467 + ], + "opposite_logprob_tokens": [ + -5.130959510803223 + ], + "logprob_reward": -0.00595959834754467, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595959834754467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19077007472515106, + 0.18593573570251465, + 0.0697527602314949, + 0.052309799939394, + 0.05960822477936745, + 0.059829629957675934, + 0.03196586295962334, + 0.03497658297419548, + 0.22784890234470367, + 0.08700237423181534 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.00595959834754467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204349368810654 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204349368810654, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204349368810654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19487729668617249, + 0.123167984187603, + 0.07162357866764069, + 0.0736987516283989, + 0.12141209840774536, + 0.062306467443704605, + 0.019217995926737785, + 0.05524418503046036, + 0.19629938900470734, + 0.08215223252773285 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.014204349368810654 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798900708556175 + ], + "opposite_logprob_tokens": [ + -3.529798984527588 + ], + "logprob_reward": -0.029798900708556175, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798900708556175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11391527950763702, + 0.14223235845565796, + 0.03446528688073158, + 0.04333426430821419, + 0.07471268624067307, + 0.15799659490585327, + 0.02681032381951809, + 0.02704094909131527, + 0.16445009410381317, + 0.2150421440601349 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.029798900708556175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530408799648285 + ], + "opposite_logprob_tokens": [ + -4.387530326843262 + ], + "logprob_reward": -0.012530408799648285, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530408799648285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23315218091011047, + 0.16698823869228363, + 0.0297290850430727, + 0.052151910960674286, + 0.15503691136837006, + 0.15099318325519562, + 0.0306167621165514, + 0.0413886196911335, + 0.06972038745880127, + 0.07022268325090408 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.012530408799648285 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures an elderly Hispanic woman, her silver-streaked hair loosely slicked back, her face softly framed by wisps, sitting in a sun-drenched kitchen. She wears a simple blouse over a soft, cream-colored knit sweater, her expression calm and content. Bright, golden morning sunlight streams through a nearby window, illuminating the dancing dust particles in the air and casting soft shadows on the rustic wooden table before her. With both hands, she slowly and deliberately raises a delicate white porcelain cup, adorned with a faint, hand-painted blue floral pattern and a thin, gold rim, a delicate puff of steam rising from it. As she brings the cup to her lips, her eyes crinkle at the corners, a smile of a lifetime gently closing on her face as she absorbs the moment completely. The soft-focus blur of the warm-toned kitchen cabinets and a small pot of aromatic herbs on the windowsill in the background enhances the intimate, peaceful atmosphere of a cherished, quiet morning ritual.", + "seed": 3750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_13/index_7342_seed_3750_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01476979088038206, + "vlm_logprob": -0.01476979088038206, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.01476979088038206, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016402173787355423 + ], + "opposite_logprob_tokens": [ + -4.141402244567871 + ], + "logprob_reward": -0.016402173787355423, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016402173787355423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31619787216186523, + 0.11530391871929169, + 0.10716389864683151, + 0.11888841539621353, + 0.036676909774541855, + 0.02851993776857853, + 0.04201192781329155, + 0.05848710611462593, + 0.12803108990192413, + 0.04871896654367447 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.016402173787355423 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036231130361557007 + ], + "opposite_logprob_tokens": [ + -5.628623008728027 + ], + "logprob_reward": -0.0036231130361557007, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036231130361557007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2924549877643585, + 0.12132376432418823, + 0.07964111119508743, + 0.1814202070236206, + 0.04065332189202309, + 0.041670482605695724, + 0.05885704979300499, + 0.04053832218050957, + 0.1093638613820076, + 0.03407684713602066 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0036231130361557007 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786483831703663 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786483831703663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786483831703663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2754274010658264, + 0.13159215450286865, + 0.06893904507160187, + 0.08991498500108719, + 0.027714844793081284, + 0.038731325417757034, + 0.050648584961891174, + 0.04390479251742363, + 0.02661055140197277, + 0.24651628732681274 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.009786483831703663 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095004856586456 + ], + "opposite_logprob_tokens": [ + -3.288094997406006 + ], + "logprob_reward": -0.038095004856586456, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095004856586456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07120342552661896, + 0.06691925972700119, + 0.044978152960538864, + 0.4954531788825989, + 0.02712896093726158, + 0.060473762452602386, + 0.05585922673344612, + 0.06001030281186104, + 0.07224907726049423, + 0.04572467878460884 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.038095004856586456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly Hispanic woman with silver-streaked hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a cream-colored knit sweater over a blouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a white porcelain cup with a blue floral pattern and gold rim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman raise the cup to her lips while steam rises from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a sun-drenched kitchen with warm-toned cabinets and visible dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942178890109062 + ], + "opposite_logprob_tokens": [ + -5.130942344665527 + ], + "logprob_reward": -0.005942178890109062, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942178890109062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1915135383605957, + 0.09751515835523605, + 0.08479157835245132, + 0.23312319815158844, + 0.10844909399747849, + 0.07351355254650116, + 0.028697535395622253, + 0.06609847396612167, + 0.0496024563908577, + 0.06669536232948303 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.005942178890109062 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_14/index_tensor([5710, 5710])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_14/index_tensor([5710, 5710])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9fa72e6c8ac001a3665a2b6b18d38c391e3f181d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_14/index_tensor([5710, 5710])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, smooth 360-degree tracking shot, beginning from a low, ground-level angle, circles a classic yellow taxi as it steadily navigates a late-night city street. The taxi's body, thoroughly drenched by heavy rain, gleams with a wet sheen. Its bright headlights pierce the night, casting two long, forward-facing beams across the slippery, mirror-like asphalt. As the camera pans, the neon signs of the surrounding buildings—in shimmering red, melancholic blue, and icy green—stretch and distort across the vehicle and the swamped road, creating a vibrant, ever-shifting, dynamic reflection. In the background, towering skyscrapers appear as massive black silhouettes in the rain and fog, their warm glow gleaming only through scattered windows. The image is imbued with the stylistic qualities of documentary photography, with a gritty and authentic texture, strong color contrasts, deep shadows, and sharp highlights. The clear paths of raindrops streaking through the air under the light create a dynamic atmosphere that is both lonely and poetic in the midst of a rainy urban night.", + "seed": 12069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_14/index_5710_seed_12069_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.29020861312747004, + "vlm_logprob": -0.29020861312747004, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.29020861312747004, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16464105248451233 + ], + "opposite_logprob_tokens": [ + -1.91464102268219 + ], + "logprob_reward": -0.16464105248451233, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16464105248451233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09006350487470627, + 0.056584153324365616, + 0.06550002843141556, + 0.024086520075798035, + 0.047641560435295105, + 0.06354361772537231, + 0.06967535614967346, + 0.02914157323539257, + 0.43304339051246643, + 0.12072035670280457 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.16464105248451233 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034148395061493 + ], + "opposite_logprob_tokens": [ + -2.350341558456421 + ], + "logprob_reward": -0.10034148395061493, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034148395061493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06848939508199692, + 0.05275290459394455, + 0.09443482011556625, + 0.02890949510037899, + 0.10660705715417862, + 0.20367294549942017, + 0.06491102278232574, + 0.026602355763316154, + 0.10714851319789886, + 0.24647150933742523 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.10034148395061493 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308623820543289 + ], + "opposite_logprob_tokens": [ + -3.168086290359497 + ], + "logprob_reward": -0.04308623820543289, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308623820543289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11748695373535156, + 0.35608890652656555, + 0.06859274208545685, + 0.04017426446080208, + 0.07225848734378815, + 0.040592823177576065, + 0.07660418748855591, + 0.02858135476708412, + 0.11163352429866791, + 0.08798684924840927 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.04308623820543289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948696285486221 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948696285486221, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948696285486221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10699397325515747, + 0.07305600494146347, + 0.04897896200418472, + 0.1808519959449768, + 0.061428554356098175, + 0.1773957908153534, + 0.07386612892150879, + 0.03590376675128937, + 0.1029963493347168, + 0.13852842152118683 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.005948696285486221 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370255947113037 + ], + "opposite_logprob_tokens": [ + -0.3870255649089813 + ], + "logprob_reward": -1.1370255947113037, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370255947113037, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09237056970596313, + 0.041300851851701736, + 0.1619640588760376, + 0.04578147456049919, + 0.1807917356491089, + 0.12993355095386505, + 0.029520267620682716, + 0.029250215739011765, + 0.049060627818107605, + 0.24002662301063538 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -1.1370255947113037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, smooth 360-degree tracking shot, beginning from a low, ground-level angle, circles a classic yellow taxi as it steadily navigates a late-night city street. The taxi's body, thoroughly drenched by heavy rain, gleams with a wet sheen. Its bright headlights pierce the night, casting two long, forward-facing beams across the slippery, mirror-like asphalt. As the camera pans, the neon signs of the surrounding buildings—in shimmering red, melancholic blue, and icy green—stretch and distort across the vehicle and the swamped road, creating a vibrant, ever-shifting, dynamic reflection. In the background, towering skyscrapers appear as massive black silhouettes in the rain and fog, their warm glow gleaming only through scattered windows. The image is imbued with the stylistic qualities of documentary photography, with a gritty and authentic texture, strong color contrasts, deep shadows, and sharp highlights. The clear paths of raindrops streaking through the air under the light create a dynamic atmosphere that is both lonely and poetic in the midst of a rainy urban night.", + "seed": 12070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_14/index_5710_seed_12070_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12775459215044976, + "vlm_logprob": -0.12775459215044976, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.12775459215044976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3174385130405426 + ], + "opposite_logprob_tokens": [ + -1.3174384832382202 + ], + "logprob_reward": -0.3174385130405426, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3174385130405426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10450847446918488, + 0.07103822380304337, + 0.026404375210404396, + 0.05007615312933922, + 0.07168339192867279, + 0.34309473633766174, + 0.060459718108177185, + 0.060871489346027374, + 0.1657389998435974, + 0.046124380081892014 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.3174385130405426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821797341108322 + ], + "opposite_logprob_tokens": [ + -4.018218040466309 + ], + "logprob_reward": -0.01821797341108322, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821797341108322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09883912652730942, + 0.09766901284456253, + 0.05114780738949776, + 0.12792794406414032, + 0.12011292576789856, + 0.10280834138393402, + 0.03294290974736214, + 0.24619060754776, + 0.06333927065134048, + 0.05902204290032387 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.01821797341108322 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421046070754528 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.01421046070754528, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421046070754528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09164541214704514, + 0.07294262200593948, + 0.06488218903541565, + 0.0507231131196022, + 0.12370205670595169, + 0.11388272792100906, + 0.0688680037856102, + 0.1866186559200287, + 0.17090018093585968, + 0.0558350533246994 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.01421046070754528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628476247191429 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628476247191429, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628476247191429, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13535621762275696, + 0.09884687513113022, + 0.11503761261701584, + 0.06531495600938797, + 0.05042662099003792, + 0.06076136231422424, + 0.06335550546646118, + 0.07405053824186325, + 0.2875779867172241, + 0.049272291362285614 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.007628476247191429 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28127753734588623 + ], + "opposite_logprob_tokens": [ + -1.4062775373458862 + ], + "logprob_reward": -0.28127753734588623, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28127753734588623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08611591160297394, + 0.07535071671009064, + 0.06580430269241333, + 0.08773595839738846, + 0.08319241553544998, + 0.4241321384906769, + 0.026564477011561394, + 0.06430872529745102, + 0.04649035260081291, + 0.04030489921569824 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.28127753734588623 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth 360-degree tracking shot, beginning from a low, ground-level angle, circles a classic yellow taxi as it steadily navigates a late-night city street. The taxi's body, thoroughly drenched by heavy rain, gleams with a wet sheen. Its bright headlights pierce the night, casting two long, forward-facing beams across the slippery, mirror-like asphalt. As the camera pans, the neon signs of the surrounding buildings—in shimmering red, melancholic blue, and icy green—stretch and distort across the vehicle and the swamped road, creating a vibrant, ever-shifting, dynamic reflection. In the background, towering skyscrapers appear as massive black silhouettes in the rain and fog, their warm glow gleaming only through scattered windows. The image is imbued with the stylistic qualities of documentary photography, with a gritty and authentic texture, strong color contrasts, deep shadows, and sharp highlights. The clear paths of raindrops streaking through the air under the light create a dynamic atmosphere that is both lonely and poetic in the midst of a rainy urban night.", + "seed": 12071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_14/index_5710_seed_12071_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.30817765174433587, + "vlm_logprob": -0.30817765174433587, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.30817765174433587, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5264343619346619 + ], + "opposite_logprob_tokens": [ + -0.9014343619346619 + ], + "logprob_reward": -0.5264343619346619, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5264343619346619, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06450705975294113, + 0.14782389998435974, + 0.028284195810556412, + 0.3115394413471222, + 0.12027547508478165, + 0.02463766559958458, + 0.028171658515930176, + 0.11422327905893326, + 0.0722365528345108, + 0.08830084651708603 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.5264343619346619 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039806604385376 + ], + "opposite_logprob_tokens": [ + -1.910398006439209 + ], + "logprob_reward": -0.16039806604385376, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039806604385376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18355000019073486, + 0.1099504828453064, + 0.04956129565834999, + 0.21608379483222961, + 0.11855097115039825, + 0.03383249789476395, + 0.021431762725114822, + 0.1530337631702423, + 0.0643995851278305, + 0.04960587993264198 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.16039806604385376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311017081141472 + ], + "opposite_logprob_tokens": [ + -3.773310899734497 + ], + "logprob_reward": -0.023311017081141472, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311017081141472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.111616350710392, + 0.14853541553020477, + 0.0778563842177391, + 0.1882925182580948, + 0.035243045538663864, + 0.026223070919513702, + 0.011076575145125389, + 0.04623612016439438, + 0.07548169791698456, + 0.279438853263855 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.023311017081141472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639219027012587 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639219027012587, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639219027012587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2120334804058075, + 0.0926423966884613, + 0.054867446422576904, + 0.2165968418121338, + 0.08062770962715149, + 0.11502165347337723, + 0.051504578441381454, + 0.04365354776382446, + 0.07433578372001648, + 0.058716531842947006 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.004639219027012587 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261055946350098 + ], + "opposite_logprob_tokens": [ + -0.5761055946350098 + ], + "logprob_reward": -0.8261055946350098, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261055946350098, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2753470540046692, + 0.13197551667690277, + 0.030604101717472076, + 0.08663731068372726, + 0.06490136682987213, + 0.02694919891655445, + 0.021589308977127075, + 0.05731727182865143, + 0.09027239680290222, + 0.21440649032592773 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.8261055946350098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, smooth 360-degree tracking shot, beginning from a low, ground-level angle, circles a classic yellow taxi as it steadily navigates a late-night city street. The taxi's body, thoroughly drenched by heavy rain, gleams with a wet sheen. Its bright headlights pierce the night, casting two long, forward-facing beams across the slippery, mirror-like asphalt. As the camera pans, the neon signs of the surrounding buildings—in shimmering red, melancholic blue, and icy green—stretch and distort across the vehicle and the swamped road, creating a vibrant, ever-shifting, dynamic reflection. In the background, towering skyscrapers appear as massive black silhouettes in the rain and fog, their warm glow gleaming only through scattered windows. The image is imbued with the stylistic qualities of documentary photography, with a gritty and authentic texture, strong color contrasts, deep shadows, and sharp highlights. The clear paths of raindrops streaking through the air under the light create a dynamic atmosphere that is both lonely and poetic in the midst of a rainy urban night.", + "seed": 12072, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_14/index_5710_seed_12072_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23661806471645833, + "vlm_logprob": -0.23661806471645833, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.23661806471645833, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.182819664478302 + ], + "opposite_logprob_tokens": [ + -1.8078196048736572 + ], + "logprob_reward": -0.182819664478302, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.182819664478302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1349167823791504, + 0.2661655843257904, + 0.07340454310178757, + 0.08861260861158371, + 0.04544927924871445, + 0.032227858901023865, + 0.2185499519109726, + 0.04420246183872223, + 0.04477715864777565, + 0.051693711429834366 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.182819664478302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159225165843964 + ], + "opposite_logprob_tokens": [ + -1.701592206954956 + ], + "logprob_reward": -0.20159225165843964, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159225165843964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21022140979766846, + 0.3201705813407898, + 0.10540454089641571, + 0.0459614060819149, + 0.056175269186496735, + 0.02278444729745388, + 0.056155476719141006, + 0.06220128387212753, + 0.08190657943487167, + 0.039019014686346054 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.20159225165843964 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029825976118445396 + ], + "opposite_logprob_tokens": [ + -3.5298259258270264 + ], + "logprob_reward": -0.029825976118445396, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029825976118445396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2227664291858673, + 0.23837214708328247, + 0.11197204887866974, + 0.051345933228731155, + 0.06238730624318123, + 0.023386217653751373, + 0.08993105590343475, + 0.09699461609125137, + 0.0562969446182251, + 0.04654733091592789 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.029825976118445396 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074859648942947 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011074859648942947, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074859648942947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3450867235660553, + 0.12578977644443512, + 0.060694579035043716, + 0.06756801158189774, + 0.05786028876900673, + 0.05673037841916084, + 0.07154550403356552, + 0.09923484921455383, + 0.04815484955906868, + 0.06733502447605133 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.011074859648942947 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a slow, smooth 360-degree tracking shot circling a classic yellow taxi?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the taxi's body thoroughly drenched with heavy rain, showing a wet sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the taxi's bright headlights cast two long, forward-facing beams across the slippery, mirror-like asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are neon signs in shimmering red, blue, and green visible, creating distorted reflections on the vehicle and road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a gritty, authentic documentary photography style with strong color contrasts and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577775716781616 + ], + "opposite_logprob_tokens": [ + -0.6327775716781616 + ], + "logprob_reward": -0.7577775716781616, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577775716781616, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3515984117984772, + 0.17124350368976593, + 0.15812405943870544, + 0.04786264896392822, + 0.03034323640167713, + 0.025843894109129906, + 0.07454349845647812, + 0.06970786303281784, + 0.04480097442865372, + 0.025931943207979202 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.7577775716781616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_15/index_tensor([6462, 6462])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_15/index_tensor([6462, 6462])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5ce423bd0c939d24d6f62b7cf1856f3a15402062 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_15/index_tensor([6462, 6462])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera executes a smooth and continuous 360-degree orbit around a central point in a dark, minimalist space with a highly reflective, polished black floor. Initially, several streams of shimmering, chrome-like, viscous liquid metal flow gracefully from off-screen, converging in the center of the frame. The molten substance, emitting an intense white heat, swirls into a small, turbulent vortex, its mirror-like surface dynamically reflecting the nonexistent surroundings. As the camera continues its steady, circular path, the liquid metal begins to rapidly condense outward from its core; the fluid motion ceases as it crystallizes into a solid, intricate logo composed of complex, interlocking geometric shapes with sharp angles and elegant curves. The initial incandescent glow fades, replaced by a powerful, cool-toned electric blue light that emanates from deep within the logo's structure and pulsates softly. This inner glow casts crisp, defined shadows and creates brilliant, mirror-like highlights across the logo's now-solid brushed metal texture, while the orbiting camera captures the play of light across its faceted form, creating an aura of sleek, futuristic, and powerful creation.", + "seed": 4127, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_15/index_6462_seed_4127_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10602524317800999, + "vlm_logprob": -0.10602524317800999, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.10602524317800999, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1627441942691803 + ], + "opposite_logprob_tokens": [ + -1.912744164466858 + ], + "logprob_reward": -0.1627441942691803, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1627441942691803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21068118512630463, + 0.027698131278157234, + 0.08710146695375443, + 0.02398690953850746, + 0.03658812865614891, + 0.25691932439804077, + 0.022590134292840958, + 0.10128743201494217, + 0.01222993340343237, + 0.22091729938983917 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.1627441942691803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813522219657898 + ], + "opposite_logprob_tokens": [ + -1.4063522815704346 + ], + "logprob_reward": -0.2813522219657898, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813522219657898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2431240826845169, + 0.044511012732982635, + 0.19061119854450226, + 0.03431621938943863, + 0.04860211908817291, + 0.14131513237953186, + 0.030952462926506996, + 0.07354330271482468, + 0.026524534448981285, + 0.16649985313415527 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.2813522219657898 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033728644251823425 + ], + "opposite_logprob_tokens": [ + -3.40872859954834 + ], + "logprob_reward": -0.033728644251823425, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033728644251823425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16882044076919556, + 0.03658916801214218, + 0.06833077222108841, + 0.023740094155073166, + 0.4436804950237274, + 0.057534851133823395, + 0.04283745214343071, + 0.055343031883239746, + 0.016392305493354797, + 0.08673141151666641 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.033728644251823425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810315206646919 + ], + "opposite_logprob_tokens": [ + -3.2881031036376953 + ], + "logprob_reward": -0.03810315206646919, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810315206646919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10747446864843369, + 0.05235650762915611, + 0.26814278960227966, + 0.04210745543241501, + 0.07286033779382706, + 0.07028981298208237, + 0.02247581072151661, + 0.09770188480615616, + 0.020120929926633835, + 0.24646995961666107 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.03810315206646919 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198003336787224 + ], + "opposite_logprob_tokens": [ + -4.264197826385498 + ], + "logprob_reward": -0.014198003336787224, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198003336787224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1723967343568802, + 0.03639212250709534, + 0.2970424294471741, + 0.023202378302812576, + 0.05054639279842377, + 0.10010275989770889, + 0.11532439291477203, + 0.024671759456396103, + 0.026463430374860764, + 0.15385760366916656 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.014198003336787224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executes a smooth and continuous 360-degree orbit around a central point in a dark, minimalist space with a highly reflective, polished black floor. Initially, several streams of shimmering, chrome-like, viscous liquid metal flow gracefully from off-screen, converging in the center of the frame. The molten substance, emitting an intense white heat, swirls into a small, turbulent vortex, its mirror-like surface dynamically reflecting the nonexistent surroundings. As the camera continues its steady, circular path, the liquid metal begins to rapidly condense outward from its core; the fluid motion ceases as it crystallizes into a solid, intricate logo composed of complex, interlocking geometric shapes with sharp angles and elegant curves. The initial incandescent glow fades, replaced by a powerful, cool-toned electric blue light that emanates from deep within the logo's structure and pulsates softly. This inner glow casts crisp, defined shadows and creates brilliant, mirror-like highlights across the logo's now-solid brushed metal texture, while the orbiting camera captures the play of light across its faceted form, creating an aura of sleek, futuristic, and powerful creation.", + "seed": 4128, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_15/index_6462_seed_4128_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08211247194558383, + "vlm_logprob": -0.08211247194558383, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.08211247194558383, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16604271531105042 + ], + "opposite_logprob_tokens": [ + -1.916042685508728 + ], + "logprob_reward": -0.16604271531105042, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16604271531105042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0658983513712883, + 0.09184829145669937, + 0.5138863921165466, + 0.02787213958799839, + 0.047686390578746796, + 0.13880693912506104, + 0.016173705458641052, + 0.01617470383644104, + 0.03325187787413597, + 0.048401203006505966 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.16604271531105042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015969306230545 + ], + "opposite_logprob_tokens": [ + -1.701596975326538 + ], + "logprob_reward": -0.2015969306230545, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015969306230545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14467118680477142, + 0.30866169929504395, + 0.14541569352149963, + 0.0341513566672802, + 0.11677618324756622, + 0.06747711449861526, + 0.025855639949440956, + 0.04503870755434036, + 0.06501186639070511, + 0.0469406433403492 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.2015969306230545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557132169604301 + ], + "opposite_logprob_tokens": [ + -4.387557029724121 + ], + "logprob_reward": -0.012557132169604301, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557132169604301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08983767777681351, + 0.28231656551361084, + 0.2825126051902771, + 0.05701577663421631, + 0.06574112176895142, + 0.08663298189640045, + 0.03715280443429947, + 0.03609006106853485, + 0.03779124096035957, + 0.024909241124987602 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.012557132169604301 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584410056471825 + ], + "opposite_logprob_tokens": [ + -3.8955843448638916 + ], + "logprob_reward": -0.020584410056471825, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584410056471825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14516335725784302, + 0.09599393606185913, + 0.33843347430229187, + 0.03788274899125099, + 0.14405085146427155, + 0.06001343950629234, + 0.05496633052825928, + 0.02503463439643383, + 0.06070096418261528, + 0.037760231643915176 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.020584410056471825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781171567738056 + ], + "opposite_logprob_tokens": [ + -4.634781360626221 + ], + "logprob_reward": -0.009781171567738056, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781171567738056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15525008738040924, + 0.1332944929599762, + 0.24817124009132385, + 0.025393951684236526, + 0.09724807739257812, + 0.18362775444984436, + 0.028889285400509834, + 0.04421091452240944, + 0.04734146595001221, + 0.03657274693250656 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.009781171567738056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executes a smooth and continuous 360-degree orbit around a central point in a dark, minimalist space with a highly reflective, polished black floor. Initially, several streams of shimmering, chrome-like, viscous liquid metal flow gracefully from off-screen, converging in the center of the frame. The molten substance, emitting an intense white heat, swirls into a small, turbulent vortex, its mirror-like surface dynamically reflecting the nonexistent surroundings. As the camera continues its steady, circular path, the liquid metal begins to rapidly condense outward from its core; the fluid motion ceases as it crystallizes into a solid, intricate logo composed of complex, interlocking geometric shapes with sharp angles and elegant curves. The initial incandescent glow fades, replaced by a powerful, cool-toned electric blue light that emanates from deep within the logo's structure and pulsates softly. This inner glow casts crisp, defined shadows and creates brilliant, mirror-like highlights across the logo's now-solid brushed metal texture, while the orbiting camera captures the play of light across its faceted form, creating an aura of sleek, futuristic, and powerful creation.", + "seed": 4129, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_15/index_6462_seed_4129_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2918503791093826, + "vlm_logprob": -0.2918503791093826, + "vlm_yes_no_margin": 2.399999976158142, + "vlm_token_credit": -0.2918503791093826, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1463368833065033 + ], + "opposite_logprob_tokens": [ + -2.021336793899536 + ], + "logprob_reward": -0.1463368833065033, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1463368833065033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26749134063720703, + 0.09247870743274689, + 0.07901670783758163, + 0.05573318153619766, + 0.24378728866577148, + 0.044863924384117126, + 0.04488581418991089, + 0.07583170384168625, + 0.03875218704342842, + 0.0571591854095459 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.1463368833065033 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236381769180298 + ], + "opposite_logprob_tokens": [ + -0.3486381471157074 + ], + "logprob_reward": -1.2236381769180298, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236381769180298, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5038846731185913, + 0.10775052011013031, + 0.06496911495923996, + 0.048174191266298294, + 0.08920513093471527, + 0.04214705899357796, + 0.03027302958071232, + 0.040762633085250854, + 0.031326815485954285, + 0.04150683805346489 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -1.2236381769180298 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500710383057594 + ], + "opposite_logprob_tokens": [ + -2.930007219314575 + ], + "logprob_reward": -0.05500710383057594, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500710383057594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40553995966911316, + 0.11513393372297287, + 0.02446342073380947, + 0.04164427891373634, + 0.2040412575006485, + 0.040158942341804504, + 0.03800894692540169, + 0.0496794618666172, + 0.041986193507909775, + 0.039343591779470444 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05500710383057594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181954987347126 + ], + "opposite_logprob_tokens": [ + -4.018195629119873 + ], + "logprob_reward": -0.0181954987347126, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181954987347126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12085872143507004, + 0.05197414383292198, + 0.07850662618875504, + 0.04130052030086517, + 0.08801029622554779, + 0.39061832427978516, + 0.025166550651192665, + 0.05244952067732811, + 0.09330452978610992, + 0.057810742408037186 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.0181954987347126 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016074232757091522 + ], + "opposite_logprob_tokens": [ + -4.141074180603027 + ], + "logprob_reward": -0.016074232757091522, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016074232757091522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3311746418476105, + 0.04571438208222389, + 0.048770055174827576, + 0.03332963213324547, + 0.25230127573013306, + 0.08928724378347397, + 0.023584425449371338, + 0.062118783593177795, + 0.04392527788877487, + 0.06979428231716156 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.016074232757091522 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executes a smooth and continuous 360-degree orbit around a central point in a dark, minimalist space with a highly reflective, polished black floor. Initially, several streams of shimmering, chrome-like, viscous liquid metal flow gracefully from off-screen, converging in the center of the frame. The molten substance, emitting an intense white heat, swirls into a small, turbulent vortex, its mirror-like surface dynamically reflecting the nonexistent surroundings. As the camera continues its steady, circular path, the liquid metal begins to rapidly condense outward from its core; the fluid motion ceases as it crystallizes into a solid, intricate logo composed of complex, interlocking geometric shapes with sharp angles and elegant curves. The initial incandescent glow fades, replaced by a powerful, cool-toned electric blue light that emanates from deep within the logo's structure and pulsates softly. This inner glow casts crisp, defined shadows and creates brilliant, mirror-like highlights across the logo's now-solid brushed metal texture, while the orbiting camera captures the play of light across its faceted form, creating an aura of sleek, futuristic, and powerful creation.", + "seed": 4130, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_15/index_6462_seed_4130_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13319627596065403, + "vlm_logprob": -0.13319627596065403, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.13319627596065403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11698862910270691 + ], + "opposite_logprob_tokens": [ + -2.2419886589050293 + ], + "logprob_reward": -0.11698862910270691, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11698862910270691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058234915137290955, + 0.04420981928706169, + 0.044977277517318726, + 0.0260328259319067, + 0.0778631642460823, + 0.12963441014289856, + 0.2681085765361786, + 0.29537925124168396, + 0.02408153936266899, + 0.03147822245955467 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.11698862910270691 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233197808265686 + ], + "opposite_logprob_tokens": [ + -0.8983197808265686 + ], + "logprob_reward": -0.5233197808265686, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233197808265686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07505122572183609, + 0.049286630004644394, + 0.033406637609004974, + 0.033032000064849854, + 0.07616577297449112, + 0.11400647461414337, + 0.19108016788959503, + 0.2887685000896454, + 0.008526229299604893, + 0.13067631423473358 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.5233197808265686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059593613259494305 + ], + "opposite_logprob_tokens": [ + -5.130959510803223 + ], + "logprob_reward": -0.0059593613259494305, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059593613259494305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09465169161558151, + 0.054236914962530136, + 0.06191236153244972, + 0.01912800222635269, + 0.1014467254281044, + 0.11335823684930801, + 0.2065005749464035, + 0.25112441182136536, + 0.030246848240494728, + 0.06739427149295807 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.0059593613259494305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074976995587349 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011074976995587349, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074976995587349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08336974680423737, + 0.0963830053806305, + 0.07466772943735123, + 0.03295188024640083, + 0.14225636422634125, + 0.0724710151553154, + 0.1554296761751175, + 0.15836076438426971, + 0.07810354977846146, + 0.10600621998310089 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.011074976995587349 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a smooth, continuous 360-degree orbit around a central point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a dark, minimalist space with a highly reflective, polished black floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do streams of shimmering, chrome-like, viscous liquid metal flow from off-screen and converge in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the liquid metal condense outward from its core and crystallize into a solid logo with interlocking geometric shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the solid logo emit a cool-toned electric blue light that pulsates and casts crisp shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863863155245781 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.00863863155245781, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863863155245781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051413897424936295, + 0.06186135485768318, + 0.03906667232513428, + 0.027659352868795395, + 0.08084718883037567, + 0.09874428063631058, + 0.23045417666435242, + 0.33359962701797485, + 0.010934559628367424, + 0.06541894376277924 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.00863863155245781 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_2/index_tensor([9230, 9230])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_2/index_tensor([9230, 9230])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3ced55f470b9281f2be7fd1358c49153e0180f6f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_2/index_tensor([9230, 9230])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic, static close-up, rendered in a stark black and white graphic novel art style, captures the explosive moment of a craft beer bottle being uncapped. Defined by a bold, inky black outline and stark white highlights, the bottle sits centered against a stark, brightly lit background, eliminating any sense of depth or context. The scene is defined by extremely high-contrast lighting, casting no soft shadows and reducing the entire image to pure black and white. As an unseen force pries the cap off, thick, black foam erupts violently from the neck of the bottle in a powerful geyser. Depicted not as a soft foam, but as a vibrant, almost solid mass of black, detailed with jagged, sharp white lines, the foam articulates its texture and explosive upward momentum, capturing the primal energy of the moment. The inky liquid erupts and begins to cascade down the sides of the bottle, its chaotic splashes and tendrils frozen in time like a single, high-impact comic book illustration.", + "seed": 15304, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_2/index_9230_seed_15304_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05178192083258182, + "vlm_logprob": -0.05178192083258182, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.05178192083258182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0014136569807305932 + ], + "opposite_logprob_tokens": [ + -7.001413822174072 + ], + "logprob_reward": -0.0014136569807305932, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0014136569807305932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12928815186023712, + 0.06584353744983673, + 0.06419368833303452, + 0.08929680287837982, + 0.02941863052546978, + 0.09024690091609955, + 0.10250463336706161, + 0.3055046796798706, + 0.0846586674451828, + 0.0390443317592144 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0014136569807305932 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011095019057393074 + ], + "opposite_logprob_tokens": [ + -4.51109504699707 + ], + "logprob_reward": -0.011095019057393074, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011095019057393074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4563678503036499, + 0.09833992272615433, + 0.12953418493270874, + 0.03770409896969795, + 0.049813877791166306, + 0.04376314952969551, + 0.06884077191352844, + 0.08055443316698074, + 0.0175909623503685, + 0.017490774393081665 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011095019057393074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555020451545715 + ], + "opposite_logprob_tokens": [ + -1.6005501747131348 + ], + "logprob_reward": -0.22555020451545715, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555020451545715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0810961052775383, + 0.09698673337697983, + 0.11257023364305496, + 0.06948574632406235, + 0.2073127180337906, + 0.10177096724510193, + 0.09625153988599777, + 0.16672977805137634, + 0.04507393389940262, + 0.022722292691469193 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.22555020451545715 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779755026102066 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779755026102066, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779755026102066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08427739888429642, + 0.09811845421791077, + 0.12893684208393097, + 0.04202691465616226, + 0.11037996411323547, + 0.21393975615501404, + 0.06935437023639679, + 0.12055749446153641, + 0.07867465913295746, + 0.05373415723443031 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.009779755026102066 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070968583226204 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011070968583226204, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070968583226204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3168198764324188, + 0.08357176929712296, + 0.11443287134170532, + 0.06503690779209137, + 0.088907390832901, + 0.12406013160943985, + 0.04693710803985596, + 0.0538577176630497, + 0.038584981113672256, + 0.06779123097658157 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.011070968583226204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, static close-up, rendered in a stark black and white graphic novel art style, captures the explosive moment of a craft beer bottle being uncapped. Defined by a bold, inky black outline and stark white highlights, the bottle sits centered against a stark, brightly lit background, eliminating any sense of depth or context. The scene is defined by extremely high-contrast lighting, casting no soft shadows and reducing the entire image to pure black and white. As an unseen force pries the cap off, thick, black foam erupts violently from the neck of the bottle in a powerful geyser. Depicted not as a soft foam, but as a vibrant, almost solid mass of black, detailed with jagged, sharp white lines, the foam articulates its texture and explosive upward momentum, capturing the primal energy of the moment. The inky liquid erupts and begins to cascade down the sides of the bottle, its chaotic splashes and tendrils frozen in time like a single, high-impact comic book illustration.", + "seed": 15305, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_2/index_9230_seed_15305_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14805927905254065, + "vlm_logprob": -0.14805927905254065, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.14805927905254065, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002690626075491309 + ], + "opposite_logprob_tokens": [ + -6.50269079208374 + ], + "logprob_reward": -0.002690626075491309, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.002690626075491309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1455835998058319, + 0.1023777425289154, + 0.05979176238179207, + 0.06825908273458481, + 0.13182491064071655, + 0.09694553166627884, + 0.05471653491258621, + 0.047399044036865234, + 0.2179020196199417, + 0.07519973814487457 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.002690626075491309 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641371339559555 + ], + "opposite_logprob_tokens": [ + -4.882641315460205 + ], + "logprob_reward": -0.007641371339559555, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641371339559555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4999249577522278, + 0.03603470325469971, + 0.025192173197865486, + 0.02499554492533207, + 0.018418045714497566, + 0.11707596480846405, + 0.05358146131038666, + 0.039858926087617874, + 0.05784070864319801, + 0.12707751989364624 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.007641371339559555 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933197975158691 + ], + "opposite_logprob_tokens": [ + -0.6933197975158691 + ], + "logprob_reward": -0.6933197975158691, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933197975158691, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.570205569267273, + 0.0910581424832344, + 0.025789525359869003, + 0.10144584625959396, + 0.018731016665697098, + 0.03607570379972458, + 0.03586966544389725, + 0.03105981834232807, + 0.055192600935697556, + 0.034572064876556396 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.6933197975158691 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606813259422779 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.01606813259422779, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606813259422779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.277189165353775, + 0.08305589854717255, + 0.045620452612638474, + 0.1454940289258957, + 0.04428115859627724, + 0.07504826039075851, + 0.10005663335323334, + 0.06821202486753464, + 0.06782523542642593, + 0.09321717172861099 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.01606813259422779 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576467737555504 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576467737555504, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576467737555504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4099951684474945, + 0.024252871051430702, + 0.036418866366147995, + 0.052426666021347046, + 0.09673888236284256, + 0.09451019018888474, + 0.06240827590227127, + 0.038781605660915375, + 0.09222737699747086, + 0.09224006533622742 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.020576467737555504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, static close-up, rendered in a stark black and white graphic novel art style, captures the explosive moment of a craft beer bottle being uncapped. Defined by a bold, inky black outline and stark white highlights, the bottle sits centered against a stark, brightly lit background, eliminating any sense of depth or context. The scene is defined by extremely high-contrast lighting, casting no soft shadows and reducing the entire image to pure black and white. As an unseen force pries the cap off, thick, black foam erupts violently from the neck of the bottle in a powerful geyser. Depicted not as a soft foam, but as a vibrant, almost solid mass of black, detailed with jagged, sharp white lines, the foam articulates its texture and explosive upward momentum, capturing the primal energy of the moment. The inky liquid erupts and begins to cascade down the sides of the bottle, its chaotic splashes and tendrils frozen in time like a single, high-impact comic book illustration.", + "seed": 15306, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_2/index_9230_seed_15306_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018328534392639994, + "vlm_logprob": -0.018328534392639994, + "vlm_yes_no_margin": 5.6, + "vlm_token_credit": -0.018328534392639994, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0012756790965795517 + ], + "opposite_logprob_tokens": [ + -7.501275539398193 + ], + "logprob_reward": -0.0012756790965795517, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0012756790965795517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15691041946411133, + 0.11366496235132217, + 0.23976749181747437, + 0.05820663645863533, + 0.1089334562420845, + 0.040531013160943985, + 0.13982653617858887, + 0.04045474901795387, + 0.058022815734148026, + 0.043681904673576355 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.0012756790965795517 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644895628094673 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008644895628094673, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644895628094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4474484622478485, + 0.057423315942287445, + 0.08852119743824005, + 0.07239958643913269, + 0.04901808500289917, + 0.06733648478984833, + 0.07007743418216705, + 0.08628135919570923, + 0.031930748373270035, + 0.029563305899500847 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.008644895628094673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789676308631897 + ], + "opposite_logprob_tokens": [ + -2.578967571258545 + ], + "logprob_reward": -0.0789676308631897, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789676308631897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25736162066459656, + 0.0979626327753067, + 0.09546323120594025, + 0.13891367614269257, + 0.05642334744334221, + 0.10197930783033371, + 0.07364355772733688, + 0.1060887798666954, + 0.04113877937197685, + 0.031025005504488945 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0789676308631897 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010422994382679462 + ], + "opposite_logprob_tokens": [ + -6.876042366027832 + ], + "logprob_reward": -0.0010422994382679462, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010422994382679462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22564208507537842, + 0.17191673815250397, + 0.18520472943782806, + 0.0851840078830719, + 0.06656284630298615, + 0.06766752153635025, + 0.04281546548008919, + 0.03222597390413284, + 0.0592486746609211, + 0.06353195756673813 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0010422994382679462 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017121669370681047 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017121669370681047, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017121669370681047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11868198961019516, + 0.20522724092006683, + 0.38267263770103455, + 0.03637637570500374, + 0.016207005828619003, + 0.0593617744743824, + 0.025905899703502655, + 0.05430004000663757, + 0.04837706312537193, + 0.05288992449641228 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0017121669370681047 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic, static close-up, rendered in a stark black and white graphic novel art style, captures the explosive moment of a craft beer bottle being uncapped. Defined by a bold, inky black outline and stark white highlights, the bottle sits centered against a stark, brightly lit background, eliminating any sense of depth or context. The scene is defined by extremely high-contrast lighting, casting no soft shadows and reducing the entire image to pure black and white. As an unseen force pries the cap off, thick, black foam erupts violently from the neck of the bottle in a powerful geyser. Depicted not as a soft foam, but as a vibrant, almost solid mass of black, detailed with jagged, sharp white lines, the foam articulates its texture and explosive upward momentum, capturing the primal energy of the moment. The inky liquid erupts and begins to cascade down the sides of the bottle, its chaotic splashes and tendrils frozen in time like a single, high-impact comic book illustration.", + "seed": 15307, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_2/index_9230_seed_15307_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025571446190588175, + "vlm_logprob": -0.025571446190588175, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.025571446190588175, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003408220363780856 + ], + "opposite_logprob_tokens": [ + -6.003408432006836 + ], + "logprob_reward": -0.003408220363780856, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.003408220363780856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12274204194545746, + 0.07487411797046661, + 0.04054119437932968, + 0.08117248862981796, + 0.2621614634990692, + 0.21812380850315094, + 0.04561743885278702, + 0.04738405719399452, + 0.05371130257844925, + 0.053672127425670624 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.003408220363780856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001950387260876596 + ], + "opposite_logprob_tokens": [ + -6.251950263977051 + ], + "logprob_reward": -0.001950387260876596, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001950387260876596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15898919105529785, + 0.08660415560007095, + 0.08875832706689835, + 0.18525907397270203, + 0.1937679946422577, + 0.08974353224039078, + 0.06154527887701988, + 0.060615576803684235, + 0.04895953834056854, + 0.025757357478141785 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.001950387260876596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129322424530983 + ], + "opposite_logprob_tokens": [ + -2.2379322052001953 + ], + "logprob_reward": -0.1129322424530983, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129322424530983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09084179252386093, + 0.17138886451721191, + 0.15914615988731384, + 0.20172683894634247, + 0.08996206521987915, + 0.0572340153157711, + 0.09760457277297974, + 0.045342836529016495, + 0.06305424124002457, + 0.023698626086115837 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.1129322424530983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019396792631596327 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019396792631596327, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019396792631596327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10174862295389175, + 0.04220515117049217, + 0.07167810946702957, + 0.11845903098583221, + 0.12106715142726898, + 0.10868462920188904, + 0.13969416916370392, + 0.17567230761051178, + 0.07619590312242508, + 0.04459487274289131 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.0019396792631596327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a stark black and white graphic novel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a craft beer bottle visible, centered in the frame with a bold inky black outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera positioned in a static close-up shot with no camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick black foam erupt violently from the bottle neck in a geyser-like motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background stark, brightly lit, and devoid of depth or context?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626701612025499 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626701612025499, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626701612025499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06576599180698395, + 0.07302693277597427, + 0.03144201263785362, + 0.19119124114513397, + 0.3161911368370056, + 0.20312030613422394, + 0.025788305327296257, + 0.018023068085312843, + 0.021786656230688095, + 0.05366434156894684 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.007626701612025499 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_3/index_tensor([2400, 2400])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_3/index_tensor([2400, 2400])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2d54adbe8132df525ba2d50adf685a5b65aff3d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_3/index_tensor([2400, 2400])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Using an ultra-macro lens, the camera moves with precise tracking, smoothly circling a spectacle against a flawless white background: fine, deep brown powder, its grains clearly discernible, is drawn by an invisible force into a perfect funnel-shaped vortex within a crystal-clear liquid. This vortex gracefully rotates with a steady, hypnotic rhythm, spiraling outward from a central singularity, each tiny particle of powder following a precise geometric trajectory. The entire scene is bathed in an even, bright, soft light, eliminating any harsh shadows. The deep matte brown of the powder forms a stunning visual contrast against the absolutely pure white background, highlighting the minimalist aesthetic. The camera's continuous, circling motion reveals the vortex's complex layers and dynamic structure from different angles. Its fluid trajectory complements the vortex's rotation, creating a visual poem of movement and form, creating an atmosphere where scientific precision intertwines with artistic tranquility, imbued with a focused and captivating geometric beauty.", + "seed": 31542, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_3/index_2400_seed_31542_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3285440765321255, + "vlm_logprob": -0.3285440765321255, + "vlm_yes_no_margin": 1.6749999880790711, + "vlm_token_credit": -0.3285440765321255, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3881790339946747 + ], + "opposite_logprob_tokens": [ + -1.138179063796997 + ], + "logprob_reward": -0.3881790339946747, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3881790339946747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06583435088396072, + 0.07356156408786774, + 0.02727065235376358, + 0.026341421529650688, + 0.04035324230790138, + 0.16748642921447754, + 0.266937255859375, + 0.2222794145345688, + 0.054790761321783066, + 0.055144861340522766 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.3881790339946747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815651312470436 + ], + "opposite_logprob_tokens": [ + -3.288156509399414 + ], + "logprob_reward": -0.03815651312470436, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815651312470436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06567984074354172, + 0.031326763331890106, + 0.014228858053684235, + 0.021280108019709587, + 0.014319094829261303, + 0.022251810878515244, + 0.5122314095497131, + 0.11281853169202805, + 0.10680723935365677, + 0.09905632585287094 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.03815651312470436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539436340332031 + ], + "opposite_logprob_tokens": [ + -0.42894357442855835 + ], + "logprob_reward": -1.0539436340332031, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.0539436340332031, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07752564549446106, + 0.030958211049437523, + 0.03665658086538315, + 0.043616730719804764, + 0.03657836467027664, + 0.08419547230005264, + 0.3789620101451874, + 0.12474842369556427, + 0.1409609466791153, + 0.04579759016633034 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -1.0539436340332031 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035549849271774 + ], + "opposite_logprob_tokens": [ + -2.350355386734009 + ], + "logprob_reward": -0.10035549849271774, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035549849271774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04651881381869316, + 0.04585723206400871, + 0.029379570856690407, + 0.03584403917193413, + 0.03155934438109398, + 0.08297451585531235, + 0.5146647095680237, + 0.03852308169007301, + 0.15878260135650635, + 0.015896130353212357 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.10035549849271774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062085703015327454 + ], + "opposite_logprob_tokens": [ + -2.8120856285095215 + ], + "logprob_reward": -0.062085703015327454, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062085703015327454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12261674553155899, + 0.11364836245775223, + 0.04818631336092949, + 0.0316096730530262, + 0.0657753273844719, + 0.11280309408903122, + 0.18834272027015686, + 0.11496260017156601, + 0.12366534024477005, + 0.07838983833789825 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.062085703015327454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "Using an ultra-macro lens, the camera moves with precise tracking, smoothly circling a spectacle against a flawless white background: fine, deep brown powder, its grains clearly discernible, is drawn by an invisible force into a perfect funnel-shaped vortex within a crystal-clear liquid. This vortex gracefully rotates with a steady, hypnotic rhythm, spiraling outward from a central singularity, each tiny particle of powder following a precise geometric trajectory. The entire scene is bathed in an even, bright, soft light, eliminating any harsh shadows. The deep matte brown of the powder forms a stunning visual contrast against the absolutely pure white background, highlighting the minimalist aesthetic. The camera's continuous, circling motion reveals the vortex's complex layers and dynamic structure from different angles. Its fluid trajectory complements the vortex's rotation, creating a visual poem of movement and form, creating an atmosphere where scientific precision intertwines with artistic tranquility, imbued with a focused and captivating geometric beauty.", + "seed": 31543, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_3/index_2400_seed_31543_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.33116293214261533, + "vlm_logprob": -0.33116293214261533, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.33116293214261533, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8265553712844849 + ], + "opposite_logprob_tokens": [ + -0.5765553712844849 + ], + "logprob_reward": -0.8265553712844849, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8265553712844849, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11444039642810822, + 0.2762475311756134, + 0.046246618032455444, + 0.24010469019412994, + 0.045425716787576675, + 0.13408660888671875, + 0.044823553413152695, + 0.02795718051493168, + 0.028820374980568886, + 0.04184732586145401 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.8265553712844849 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062341384589672 + ], + "opposite_logprob_tokens": [ + -3.8956234455108643 + ], + "logprob_reward": -0.02062341384589672, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062341384589672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1099839061498642, + 0.2107662409543991, + 0.0668572336435318, + 0.06160985678434372, + 0.05865809693932533, + 0.062258340418338776, + 0.21824686229228973, + 0.04221148043870926, + 0.11932983994483948, + 0.050078134983778 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.02062341384589672 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328715682029724 + ], + "opposite_logprob_tokens": [ + -0.7578715682029724 + ], + "logprob_reward": -0.6328715682029724, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328715682029724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1106768324971199, + 0.21512508392333984, + 0.08279681205749512, + 0.3113974332809448, + 0.03629003092646599, + 0.08216758072376251, + 0.027414921671152115, + 0.01635333150625229, + 0.07780038565397263, + 0.03997758775949478 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.6328715682029724 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866942763328552 + ], + "opposite_logprob_tokens": [ + -3.0486693382263184 + ], + "logprob_reward": -0.04866942763328552, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866942763328552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08924383670091629, + 0.2559884190559387, + 0.027387477457523346, + 0.2757433354854584, + 0.13248661160469055, + 0.07124330848455429, + 0.0242544524371624, + 0.029197977855801582, + 0.07544567435979843, + 0.019008953124284744 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.04866942763328552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709487974643707 + ], + "opposite_logprob_tokens": [ + -2.1270949840545654 + ], + "logprob_reward": -0.12709487974643707, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709487974643707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.147927924990654, + 0.10612960904836655, + 0.05209270492196083, + 0.17592911422252655, + 0.0889873132109642, + 0.23969200253486633, + 0.04438363015651703, + 0.03044002316892147, + 0.03450823575258255, + 0.07990949600934982 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.12709487974643707 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Using an ultra-macro lens, the camera moves with precise tracking, smoothly circling a spectacle against a flawless white background: fine, deep brown powder, its grains clearly discernible, is drawn by an invisible force into a perfect funnel-shaped vortex within a crystal-clear liquid. This vortex gracefully rotates with a steady, hypnotic rhythm, spiraling outward from a central singularity, each tiny particle of powder following a precise geometric trajectory. The entire scene is bathed in an even, bright, soft light, eliminating any harsh shadows. The deep matte brown of the powder forms a stunning visual contrast against the absolutely pure white background, highlighting the minimalist aesthetic. The camera's continuous, circling motion reveals the vortex's complex layers and dynamic structure from different angles. Its fluid trajectory complements the vortex's rotation, creating a visual poem of movement and form, creating an atmosphere where scientific precision intertwines with artistic tranquility, imbued with a focused and captivating geometric beauty.", + "seed": 31544, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_3/index_2400_seed_31544_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3123592667281628, + "vlm_logprob": -0.3123592667281628, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.3123592667281628, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18087255954742432 + ], + "opposite_logprob_tokens": [ + -1.8058725595474243 + ], + "logprob_reward": -0.18087255954742432, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18087255954742432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12980173528194427, + 0.07082078605890274, + 0.1201406866312027, + 0.20803196728229523, + 0.16346809267997742, + 0.08816651254892349, + 0.03682935982942581, + 0.13238899409770966, + 0.027508091181516647, + 0.02284383773803711 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.18087255954742432 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0161212719976902 + ], + "opposite_logprob_tokens": [ + -4.1411213874816895 + ], + "logprob_reward": -0.0161212719976902, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0161212719976902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12281762063503265, + 0.08402372896671295, + 0.05700545385479927, + 0.1328507661819458, + 0.0703958049416542, + 0.10650674998760223, + 0.08738111704587936, + 0.15527278184890747, + 0.08883002400398254, + 0.0949159488081932 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.0161212719976902 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236981391906738 + ], + "opposite_logprob_tokens": [ + -0.34869813919067383 + ], + "logprob_reward": -1.2236981391906738, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236981391906738, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07065387070178986, + 0.08118985593318939, + 0.047334544360637665, + 0.0962613970041275, + 0.08976315706968307, + 0.05628148093819618, + 0.1850145310163498, + 0.1672460287809372, + 0.05847468227148056, + 0.14778052270412445 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -1.2236981391906738 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901059091091156 + ], + "opposite_logprob_tokens": [ + -2.579010486602783 + ], + "logprob_reward": -0.07901059091091156, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901059091091156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13111592829227448, + 0.160710871219635, + 0.12259528040885925, + 0.12342701107263565, + 0.03238803893327713, + 0.07673212885856628, + 0.1621151566505432, + 0.06948985904455185, + 0.024698540568351746, + 0.09672719985246658 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.07901059091091156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209377199411392 + ], + "opposite_logprob_tokens": [ + -2.812093734741211 + ], + "logprob_reward": -0.06209377199411392, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209377199411392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13812626898288727, + 0.04788738116621971, + 0.07300426065921783, + 0.07601258158683777, + 0.14317604899406433, + 0.059317510575056076, + 0.2079489678144455, + 0.08848067373037338, + 0.11299878358840942, + 0.05304757133126259 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.06209377199411392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "Using an ultra-macro lens, the camera moves with precise tracking, smoothly circling a spectacle against a flawless white background: fine, deep brown powder, its grains clearly discernible, is drawn by an invisible force into a perfect funnel-shaped vortex within a crystal-clear liquid. This vortex gracefully rotates with a steady, hypnotic rhythm, spiraling outward from a central singularity, each tiny particle of powder following a precise geometric trajectory. The entire scene is bathed in an even, bright, soft light, eliminating any harsh shadows. The deep matte brown of the powder forms a stunning visual contrast against the absolutely pure white background, highlighting the minimalist aesthetic. The camera's continuous, circling motion reveals the vortex's complex layers and dynamic structure from different angles. Its fluid trajectory complements the vortex's rotation, creating a visual poem of movement and form, creating an atmosphere where scientific precision intertwines with artistic tranquility, imbued with a focused and captivating geometric beauty.", + "seed": 31545, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_3/index_2400_seed_31545_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3636363446712494, + "vlm_logprob": -0.3636363446712494, + "vlm_yes_no_margin": 1.125, + "vlm_token_credit": -0.3636363446712494, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.63330078125 + ], + "opposite_logprob_tokens": [ + -0.75830078125 + ], + "logprob_reward": -0.63330078125, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.63330078125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13965067267417908, + 0.09963620454072952, + 0.16618822515010834, + 0.22348544001579285, + 0.09213588386774063, + 0.03609151765704155, + 0.15686951577663422, + 0.02554796263575554, + 0.03823242709040642, + 0.02216213569045067 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.63330078125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037602722644806 + ], + "opposite_logprob_tokens": [ + -1.9103760719299316 + ], + "logprob_reward": -0.16037602722644806, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037602722644806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11027664691209793, + 0.20408177375793457, + 0.07435350120067596, + 0.0923568531870842, + 0.06869026273488998, + 0.03877335786819458, + 0.09527751803398132, + 0.09449999034404755, + 0.10408972948789597, + 0.11760037392377853 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.16037602722644806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933784484863281 + ], + "opposite_logprob_tokens": [ + -0.6933784484863281 + ], + "logprob_reward": -0.6933784484863281, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933784484863281, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0926889106631279, + 0.15766355395317078, + 0.09419592469930649, + 0.3171463906764984, + 0.06453412771224976, + 0.02140445075929165, + 0.13287754356861115, + 0.03327672556042671, + 0.05903348699212074, + 0.027178898453712463 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.6933784484863281 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521086037158966 + ], + "opposite_logprob_tokens": [ + -1.5021085739135742 + ], + "logprob_reward": -0.2521086037158966, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521086037158966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12318174540996552, + 0.18157733976840973, + 0.03546363115310669, + 0.06609613448381424, + 0.18435516953468323, + 0.04562342166900635, + 0.2888902723789215, + 0.022875646129250526, + 0.03302218019962311, + 0.018914485350251198 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.2521086037158966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the background a flawless white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject fine deep brown powder forming a funnel-shaped vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vortex rotating within a crystal-clear liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a smooth circling motion around the vortex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting even and bright with no harsh shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901786267757416 + ], + "opposite_logprob_tokens": [ + -2.5790178775787354 + ], + "logprob_reward": -0.07901786267757416, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901786267757416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10911781340837479, + 0.18710942566394806, + 0.12044593691825867, + 0.05662379041314125, + 0.08119697868824005, + 0.03293760493397713, + 0.3096379339694977, + 0.03683812543749809, + 0.04999775439500809, + 0.01609468087553978 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.07901786267757416 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_4/index_tensor([2239, 2239])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_4/index_tensor([2239, 2239])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bc0074d7a8f0502520a769c1d8dade43814b824d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_4/index_tensor([2239, 2239])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-speed camera, moving in slow-motion arcs, captures a precise close-up of a manicured hand, fingertips straining with nervous tension as he delicately grasps the edge of a crucial playing card from a dark green velvet tabletop. As the camera smoothly rotates, the image sweeps across a nearby classic short-stemmed glass, its amber-gold tequila gleaming alluringly under the warm, low-lit sky. A fresh lime wedge rests perfectly on the rim, a drop of crystal-clear juice slowly gathering from the flesh, lingering, perfectly capturing the moment. In the background, the stacked chips are blurred into a blurry mass, intensifying the focus. The interplay of sharp highlights and deep shadows elongates this decisive moment. The image, through its extreme magnification of minute details, creates a sense of intense competitive tension and cinematic intensity, frozen in time and breathless anticipation.", + "seed": 32860, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_4/index_2239_seed_32860_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12148246075958014, + "vlm_logprob": -0.12148246075958014, + "vlm_yes_no_margin": 3.2750000238418577, + "vlm_token_credit": -0.12148246075958014, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42961010336875916 + ], + "opposite_logprob_tokens": [ + -1.0546101331710815 + ], + "logprob_reward": -0.42961010336875916, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42961010336875916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08867406845092773, + 0.14140161871910095, + 0.13596896827220917, + 0.1736939400434494, + 0.048294518142938614, + 0.1790246218442917, + 0.04134552553296089, + 0.05374176800251007, + 0.055622026324272156, + 0.0822330191731453 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.42961010336875916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280427992343903 + ], + "opposite_logprob_tokens": [ + -2.0178043842315674 + ], + "logprob_reward": -0.14280427992343903, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14280427992343903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05737939849495888, + 0.24966850876808167, + 0.05786025524139404, + 0.16767500340938568, + 0.07337845116853714, + 0.09236714988946915, + 0.08670508861541748, + 0.08702446520328522, + 0.06666602939367294, + 0.061275701969861984 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.14280427992343903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463933777064085 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.00463933777064085, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463933777064085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08345933258533478, + 0.17534351348876953, + 0.06492463499307632, + 0.17687062919139862, + 0.0805262103676796, + 0.05083579942584038, + 0.05155191197991371, + 0.02755598910152912, + 0.044981446117162704, + 0.24395053088665009 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.00463933777064085 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978199765086174 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.00978199765086174, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978199765086174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13586509227752686, + 0.11083601415157318, + 0.11147487163543701, + 0.20060791075229645, + 0.16138382256031036, + 0.033947814255952835, + 0.04584457352757454, + 0.061295509338378906, + 0.044524896889925, + 0.09421949833631516 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.00978199765086174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576585084199905 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576585084199905, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576585084199905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0800963044166565, + 0.05569937080144882, + 0.056514643132686615, + 0.12037477642297745, + 0.07901085168123245, + 0.11483229696750641, + 0.07322695106267929, + 0.10989539325237274, + 0.2545109987258911, + 0.055838387459516525 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.020576585084199905 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed camera, moving in slow-motion arcs, captures a precise close-up of a manicured hand, fingertips straining with nervous tension as he delicately grasps the edge of a crucial playing card from a dark green velvet tabletop. As the camera smoothly rotates, the image sweeps across a nearby classic short-stemmed glass, its amber-gold tequila gleaming alluringly under the warm, low-lit sky. A fresh lime wedge rests perfectly on the rim, a drop of crystal-clear juice slowly gathering from the flesh, lingering, perfectly capturing the moment. In the background, the stacked chips are blurred into a blurry mass, intensifying the focus. The interplay of sharp highlights and deep shadows elongates this decisive moment. The image, through its extreme magnification of minute details, creates a sense of intense competitive tension and cinematic intensity, frozen in time and breathless anticipation.", + "seed": 32861, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_4/index_2239_seed_32861_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02989746453240514, + "vlm_logprob": -0.02989746453240514, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.02989746453240514, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044534046202898026 + ], + "opposite_logprob_tokens": [ + -3.1695339679718018 + ], + "logprob_reward": -0.044534046202898026, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044534046202898026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3504316210746765, + 0.15117014944553375, + 0.03820730745792389, + 0.1477501392364502, + 0.025953009724617004, + 0.07317528873682022, + 0.04654864966869354, + 0.041228123009204865, + 0.08129934221506119, + 0.044236309826374054 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.044534046202898026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305415228009224 + ], + "opposite_logprob_tokens": [ + -3.1680541038513184 + ], + "logprob_reward": -0.04305415228009224, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305415228009224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13210968673229218, + 0.09176784008741379, + 0.03968815878033638, + 0.1477765440940857, + 0.015187704935669899, + 0.5139638781547546, + 0.01073208823800087, + 0.014234607107937336, + 0.0243699811398983, + 0.010169542394578457 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.04305415228009224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634947050362825 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004634947050362825, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634947050362825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3420883119106293, + 0.19181524217128754, + 0.04114564508199692, + 0.03103633038699627, + 0.0547727607190609, + 0.1576288342475891, + 0.0776076540350914, + 0.044521693140268326, + 0.02779686637222767, + 0.03158663958311081 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.004634947050362825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631540462374687 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.008631540462374687, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631540462374687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1519799828529358, + 0.08740385621786118, + 0.06911759078502655, + 0.0568988136947155, + 0.043869998306035995, + 0.38468867540359497, + 0.029944125562906265, + 0.09241318702697754, + 0.052724823355674744, + 0.030958877876400948 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.008631540462374687 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863263666629791 + ], + "opposite_logprob_tokens": [ + -3.0486326217651367 + ], + "logprob_reward": -0.04863263666629791, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863263666629791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0787622258067131, + 0.05488252639770508, + 0.040470998734235764, + 0.06410761177539825, + 0.03894079476594925, + 0.5818167924880981, + 0.05467578023672104, + 0.04589739441871643, + 0.024102868512272835, + 0.016343051567673683 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.04863263666629791 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed camera, moving in slow-motion arcs, captures a precise close-up of a manicured hand, fingertips straining with nervous tension as he delicately grasps the edge of a crucial playing card from a dark green velvet tabletop. As the camera smoothly rotates, the image sweeps across a nearby classic short-stemmed glass, its amber-gold tequila gleaming alluringly under the warm, low-lit sky. A fresh lime wedge rests perfectly on the rim, a drop of crystal-clear juice slowly gathering from the flesh, lingering, perfectly capturing the moment. In the background, the stacked chips are blurred into a blurry mass, intensifying the focus. The interplay of sharp highlights and deep shadows elongates this decisive moment. The image, through its extreme magnification of minute details, creates a sense of intense competitive tension and cinematic intensity, frozen in time and breathless anticipation.", + "seed": 32862, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_4/index_2239_seed_32862_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05007234588265419, + "vlm_logprob": -0.05007234588265419, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05007234588265419, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0906774178147316 + ], + "opposite_logprob_tokens": [ + -2.465677499771118 + ], + "logprob_reward": -0.0906774178147316, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0906774178147316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21765601634979248, + 0.0772567018866539, + 0.14570195972919464, + 0.1700349599123001, + 0.06895966827869415, + 0.12912829220294952, + 0.04563392326235771, + 0.08420127630233765, + 0.033738017082214355, + 0.027689199894666672 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0906774178147316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903782814741135 + ], + "opposite_logprob_tokens": [ + -2.4640378952026367 + ], + "logprob_reward": -0.08903782814741135, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903782814741135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14376601576805115, + 0.11561232060194016, + 0.201301708817482, + 0.15768253803253174, + 0.07908637821674347, + 0.09680403769016266, + 0.04838649183511734, + 0.09104965627193451, + 0.04239008575677872, + 0.023920807987451553 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.08903782814741135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463933777064085 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.00463933777064085, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463933777064085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1030009463429451, + 0.18801656365394592, + 0.07046933472156525, + 0.10985314846038818, + 0.057241469621658325, + 0.07172401994466782, + 0.07951893657445908, + 0.10944872349500656, + 0.07297247648239136, + 0.13775433599948883 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.00463933777064085 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072029359638691 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072029359638691, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072029359638691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0342804491519928, + 0.037134695798158646, + 0.05599309876561165, + 0.1082412600517273, + 0.056899502873420715, + 0.07590323686599731, + 0.037017762660980225, + 0.2894571125507355, + 0.04888654500246048, + 0.256186306476593 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.011072029359638691 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054935116320848465 + ], + "opposite_logprob_tokens": [ + -2.9299352169036865 + ], + "logprob_reward": -0.054935116320848465, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054935116320848465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07740389555692673, + 0.12029526382684708, + 0.1429957002401352, + 0.15937988460063934, + 0.11485016345977783, + 0.0821746364235878, + 0.07402624934911728, + 0.14703567326068878, + 0.047558072954416275, + 0.034280505031347275 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.054935116320848465 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-speed camera, moving in slow-motion arcs, captures a precise close-up of a manicured hand, fingertips straining with nervous tension as he delicately grasps the edge of a crucial playing card from a dark green velvet tabletop. As the camera smoothly rotates, the image sweeps across a nearby classic short-stemmed glass, its amber-gold tequila gleaming alluringly under the warm, low-lit sky. A fresh lime wedge rests perfectly on the rim, a drop of crystal-clear juice slowly gathering from the flesh, lingering, perfectly capturing the moment. In the background, the stacked chips are blurred into a blurry mass, intensifying the focus. The interplay of sharp highlights and deep shadows elongates this decisive moment. The image, through its extreme magnification of minute details, creates a sense of intense competitive tension and cinematic intensity, frozen in time and breathless anticipation.", + "seed": 32863, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_4/index_2239_seed_32863_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0514111103489995, + "vlm_logprob": -0.0514111103489995, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.0514111103489995, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11555956304073334 + ], + "opposite_logprob_tokens": [ + -2.2405595779418945 + ], + "logprob_reward": -0.11555956304073334, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11555956304073334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14245820045471191, + 0.053823623806238174, + 0.020420866087079048, + 0.02001906745135784, + 0.020836273208260536, + 0.030530747026205063, + 0.08626096695661545, + 0.10904208570718765, + 0.4236052930355072, + 0.09300288558006287 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.11555956304073334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904415369033813 + ], + "opposite_logprob_tokens": [ + -2.4640440940856934 + ], + "logprob_reward": -0.08904415369033813, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904415369033813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4467676281929016, + 0.04820112884044647, + 0.02418423630297184, + 0.02996102161705494, + 0.029582010582089424, + 0.06242562457919121, + 0.03832367807626724, + 0.02728772908449173, + 0.22826431691646576, + 0.06500261276960373 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.08904415369033813 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629185914993286 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629185914993286, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629185914993286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07950054109096527, + 0.03001655638217926, + 0.028124792501330376, + 0.1039319634437561, + 0.04867070913314819, + 0.09731652587652206, + 0.1588859111070633, + 0.2961869239807129, + 0.045940592885017395, + 0.11142545938491821 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.007629185914993286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734413094818592 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734413094818592, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734413094818592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2179493010044098, + 0.03121982328593731, + 0.014496232382953167, + 0.022031864151358604, + 0.025402508676052094, + 0.05740087106823921, + 0.14183035492897034, + 0.13195155560970306, + 0.2706020176410675, + 0.08711547404527664 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.006734413094818592 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a manicured hand grasping the edge of a playing card?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand shown in a close-up shot with visible nervous tension in the fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene set on a dark green velvet tabletop with a classic short-stemmed glass containing amber-gold tequila?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fresh lime wedge resting on the glass rim with a drop of juice gathering from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly rotate to sweep across the scene while the background chips remain blurred?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808823600411415 + ], + "opposite_logprob_tokens": [ + -3.288088321685791 + ], + "logprob_reward": -0.03808823600411415, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808823600411415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15179111063480377, + 0.03194822743535042, + 0.026081783697009087, + 0.05750124529004097, + 0.05180852487683296, + 0.3414415121078491, + 0.13422618806362152, + 0.1097005307674408, + 0.02315480075776577, + 0.07234610617160797 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.03808823600411415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_5/index_tensor([2292, 2292])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_5/index_tensor([2292, 2292])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3893f4e0a8bfb7933bdb1f237916b1f1df699287 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_5/index_tensor([2292, 2292])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, arcing camera movement, shot from a slightly upward angle, transports us deep into a tranquil, dense bamboo forest. Cool, silvery moonlight filters through the gaps between the towering bamboo trees, casting a shimmering, shimmering shadow on the ground. At the center of the frame, a woman dressed in a flowing white silk, wide-sleeved Hanfu (Chinese traditional costume) is immersed in a sword dance. Her long, dark hair, held high by a simple jade hairpin, wisps of hair gently brush against her delicate, focused face as she moves. In her hand, she clutches a longsword, its blade like a pool of autumn water, reflecting the cool moonlight. Her movements are lithe and agile, each decisive slash and deft spin gracefully and swiftly carving silver arcs while steadily and powerfully sweeping up the thick, withered, yellow leaves from the ground. Countless leaves swirl and dance in the wind of the sword, encircling her body like an extension of her dance. The entire scene is based on deep dark green and black. The white Hanfu illuminated by the moonlight and the silver sword light become the visual focus, creating a tranquil, solitary and powerful poetic beauty.", + "seed": 23322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_5/index_2292_seed_23322_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028375658579170703, + "vlm_logprob": -0.028375658579170703, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.028375658579170703, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049708858132362366 + ], + "opposite_logprob_tokens": [ + -3.174708843231201 + ], + "logprob_reward": -0.049708858132362366, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.049708858132362366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08274511992931366, + 0.07007162272930145, + 0.19838786125183105, + 0.23410442471504211, + 0.15983329713344574, + 0.032073017209768295, + 0.05169614776968956, + 0.0484628826379776, + 0.08365167677402496, + 0.03897387161850929 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.049708858132362366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330239862203598 + ], + "opposite_logprob_tokens": [ + -3.7733023166656494 + ], + "logprob_reward": -0.02330239862203598, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330239862203598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16875898838043213, + 0.1758030205965042, + 0.09091661870479584, + 0.06758973002433777, + 0.13460026681423187, + 0.05165093392133713, + 0.031447503715753555, + 0.035660967230796814, + 0.21109478175640106, + 0.03247717022895813 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.02330239862203598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031974404118955135 + ], + "opposite_logprob_tokens": [ + -5.75319766998291 + ], + "logprob_reward": -0.0031974404118955135, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031974404118955135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0979590117931366, + 0.18056906759738922, + 0.07879329472780228, + 0.10902438312768936, + 0.06538943201303482, + 0.04055460914969444, + 0.05085112154483795, + 0.0503254309296608, + 0.2569657862186432, + 0.06956783682107925 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.0031974404118955135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036170552484691143 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036170552484691143, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036170552484691143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057699017226696014, + 0.2202952355146408, + 0.06163022294640541, + 0.04490050673484802, + 0.01849598065018654, + 0.020480738952755928, + 0.03765561059117317, + 0.03795650228857994, + 0.4482954442501068, + 0.05259072780609131 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.0036170552484691143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062052540481090546 + ], + "opposite_logprob_tokens": [ + -2.8120524883270264 + ], + "logprob_reward": -0.062052540481090546, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062052540481090546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10359412431716919, + 0.2970268130302429, + 0.1126328632235527, + 0.0941331535577774, + 0.04408753290772438, + 0.04289086163043976, + 0.0591248981654644, + 0.04324039816856384, + 0.17774520814418793, + 0.02552422508597374 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.062052540481090546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, arcing camera movement, shot from a slightly upward angle, transports us deep into a tranquil, dense bamboo forest. Cool, silvery moonlight filters through the gaps between the towering bamboo trees, casting a shimmering, shimmering shadow on the ground. At the center of the frame, a woman dressed in a flowing white silk, wide-sleeved Hanfu (Chinese traditional costume) is immersed in a sword dance. Her long, dark hair, held high by a simple jade hairpin, wisps of hair gently brush against her delicate, focused face as she moves. In her hand, she clutches a longsword, its blade like a pool of autumn water, reflecting the cool moonlight. Her movements are lithe and agile, each decisive slash and deft spin gracefully and swiftly carving silver arcs while steadily and powerfully sweeping up the thick, withered, yellow leaves from the ground. Countless leaves swirl and dance in the wind of the sword, encircling her body like an extension of her dance. The entire scene is based on deep dark green and black. The white Hanfu illuminated by the moonlight and the silver sword light become the visual focus, creating a tranquil, solitary and powerful poetic beauty.", + "seed": 23323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_5/index_2292_seed_23323_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.035157756553962825, + "vlm_logprob": -0.035157756553962825, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.035157756553962825, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.047129347920417786 + ], + "opposite_logprob_tokens": [ + -3.1721293926239014 + ], + "logprob_reward": -0.047129347920417786, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.047129347920417786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05351594462990761, + 0.07117000222206116, + 0.07327216118574142, + 0.05601033568382263, + 0.033823587000370026, + 0.275056928396225, + 0.14951135218143463, + 0.15867072343826294, + 0.1068095937371254, + 0.02215934544801712 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.047129347920417786 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308132827281952 + ], + "opposite_logprob_tokens": [ + -3.168081283569336 + ], + "logprob_reward": -0.04308132827281952, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308132827281952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1531480848789215, + 0.14144153892993927, + 0.09168985486030579, + 0.07047679275274277, + 0.04813447967171669, + 0.0991491824388504, + 0.12609003484249115, + 0.03564121574163437, + 0.1845836490392685, + 0.04964514821767807 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.04308132827281952 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002495748223736882 + ], + "opposite_logprob_tokens": [ + -6.002495765686035 + ], + "logprob_reward": -0.002495748223736882, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002495748223736882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08788944780826569, + 0.09722886979579926, + 0.06458192318677902, + 0.061319299042224884, + 0.10531983524560928, + 0.3176446557044983, + 0.08295796066522598, + 0.05029400438070297, + 0.0631306990981102, + 0.06963324546813965 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.002495748223736882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040963320061564445 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.0040963320061564445, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040963320061564445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08689377456903458, + 0.06637440621852875, + 0.09465193748474121, + 0.06086047738790512, + 0.11297975480556488, + 0.14281508326530457, + 0.12069062143564224, + 0.055605944246053696, + 0.18520188331604004, + 0.07392610609531403 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.0040963320061564445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789860263466835 + ], + "opposite_logprob_tokens": [ + -2.5789859294891357 + ], + "logprob_reward": -0.0789860263466835, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789860263466835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07948771864175797, + 0.044922735542058945, + 0.07057221233844757, + 0.039354052394628525, + 0.04396556317806244, + 0.44336187839508057, + 0.031019361689686775, + 0.028342563658952713, + 0.03299904987215996, + 0.18597491085529327 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.0789860263466835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, arcing camera movement, shot from a slightly upward angle, transports us deep into a tranquil, dense bamboo forest. Cool, silvery moonlight filters through the gaps between the towering bamboo trees, casting a shimmering, shimmering shadow on the ground. At the center of the frame, a woman dressed in a flowing white silk, wide-sleeved Hanfu (Chinese traditional costume) is immersed in a sword dance. Her long, dark hair, held high by a simple jade hairpin, wisps of hair gently brush against her delicate, focused face as she moves. In her hand, she clutches a longsword, its blade like a pool of autumn water, reflecting the cool moonlight. Her movements are lithe and agile, each decisive slash and deft spin gracefully and swiftly carving silver arcs while steadily and powerfully sweeping up the thick, withered, yellow leaves from the ground. Countless leaves swirl and dance in the wind of the sword, encircling her body like an extension of her dance. The entire scene is based on deep dark green and black. The white Hanfu illuminated by the moonlight and the silver sword light become the visual focus, creating a tranquil, solitary and powerful poetic beauty.", + "seed": 23324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_5/index_2292_seed_23324_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.034750269493088126, + "vlm_logprob": -0.034750269493088126, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.034750269493088126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05951853469014168 + ], + "opposite_logprob_tokens": [ + -3.059518575668335 + ], + "logprob_reward": -0.05951853469014168, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05951853469014168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3557323217391968, + 0.10979685932397842, + 0.0684584379196167, + 0.12182082235813141, + 0.05081328749656677, + 0.09303167462348938, + 0.05428455024957657, + 0.023387115448713303, + 0.04787018522620201, + 0.07480473071336746 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.05951853469014168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026367560029029846 + ], + "opposite_logprob_tokens": [ + -3.651367664337158 + ], + "logprob_reward": -0.026367560029029846, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026367560029029846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2990955412387848, + 0.19855403900146484, + 0.10929500311613083, + 0.026219937950372696, + 0.04665442556142807, + 0.1347251534461975, + 0.05488063767552376, + 0.0261211097240448, + 0.052385516464710236, + 0.05206868797540665 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.026367560029029846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036258448380976915 + ], + "opposite_logprob_tokens": [ + -5.628625869750977 + ], + "logprob_reward": -0.0036258448380976915, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036258448380976915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36380085349082947, + 0.11762888729572296, + 0.0320962518453598, + 0.10997708141803741, + 0.035630982369184494, + 0.025902392342686653, + 0.11159243434667587, + 0.03577541932463646, + 0.10711995512247086, + 0.06047569587826729 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0036258448380976915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257233511656523 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257233511656523, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257233511656523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19889870285987854, + 0.09651478379964828, + 0.039489567279815674, + 0.22117692232131958, + 0.058979351073503494, + 0.02927003800868988, + 0.08126770704984665, + 0.039294593036174774, + 0.12046932429075241, + 0.11463906615972519 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.005257233511656523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898217439651489 + ], + "opposite_logprob_tokens": [ + -2.57898211479187 + ], + "logprob_reward": -0.07898217439651489, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898217439651489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2692374885082245, + 0.05778085067868233, + 0.05330038443207741, + 0.08936455845832825, + 0.08015502244234085, + 0.03970497474074364, + 0.08491803705692291, + 0.0415930449962616, + 0.15956299006938934, + 0.12438259273767471 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.07898217439651489 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, arcing camera movement, shot from a slightly upward angle, transports us deep into a tranquil, dense bamboo forest. Cool, silvery moonlight filters through the gaps between the towering bamboo trees, casting a shimmering, shimmering shadow on the ground. At the center of the frame, a woman dressed in a flowing white silk, wide-sleeved Hanfu (Chinese traditional costume) is immersed in a sword dance. Her long, dark hair, held high by a simple jade hairpin, wisps of hair gently brush against her delicate, focused face as she moves. In her hand, she clutches a longsword, its blade like a pool of autumn water, reflecting the cool moonlight. Her movements are lithe and agile, each decisive slash and deft spin gracefully and swiftly carving silver arcs while steadily and powerfully sweeping up the thick, withered, yellow leaves from the ground. Countless leaves swirl and dance in the wind of the sword, encircling her body like an extension of her dance. The entire scene is based on deep dark green and black. The white Hanfu illuminated by the moonlight and the silver sword light become the visual focus, creating a tranquil, solitary and powerful poetic beauty.", + "seed": 23325, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_5/index_2292_seed_23325_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.046425730595365165, + "vlm_logprob": -0.046425730595365165, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.046425730595365165, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05949258804321289 + ], + "opposite_logprob_tokens": [ + -2.934492588043213 + ], + "logprob_reward": -0.05949258804321289, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05949258804321289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.147200345993042, + 0.09148278832435608, + 0.09628120064735413, + 0.07663284242153168, + 0.1041354387998581, + 0.07952912896871567, + 0.09462606906890869, + 0.1234045922756195, + 0.08320364356040955, + 0.10350394994020462 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.05949258804321289 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811921924352646 + ], + "opposite_logprob_tokens": [ + -3.288119316101074 + ], + "logprob_reward": -0.03811921924352646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811921924352646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12555383145809174, + 0.1058482974767685, + 0.24221356213092804, + 0.14433696866035461, + 0.05470237508416176, + 0.04809962213039398, + 0.06699980795383453, + 0.07313036173582077, + 0.07434140145778656, + 0.0647737979888916 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.03811921924352646 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028248426970094442 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028248426970094442, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028248426970094442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14902164041996002, + 0.049962565302848816, + 0.051150839775800705, + 0.03551589325070381, + 0.0850619375705719, + 0.1445544809103012, + 0.056330811232328415, + 0.15722022950649261, + 0.12721027433872223, + 0.14397132396697998 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0028248426970094442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639219027012587 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639219027012587, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639219027012587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08049213886260986, + 0.0233155470341444, + 0.06844725459814072, + 0.03738771006464958, + 0.08258482068777084, + 0.13075155019760132, + 0.03782644122838974, + 0.25290632247924805, + 0.09533990919589996, + 0.19094836711883545 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.004639219027012587 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera moving slowly in an arcing motion from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a dense bamboo forest with cool, silvery moonlight filtering through the trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a flowing white silk Hanfu with wide sleeves and a jade hairpin performing a sword dance at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman holding a longsword that reflects cool moonlight while she performs agile slashes and spins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are thick, withered yellow leaves swirling and dancing around the woman as she sweeps them up with her sword?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705278396606445 + ], + "opposite_logprob_tokens": [ + -2.1270527839660645 + ], + "logprob_reward": -0.12705278396606445, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705278396606445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.106411412358284, + 0.03793260455131531, + 0.07438521832227707, + 0.04849730804562569, + 0.039520684629678726, + 0.05284148082137108, + 0.05030602589249611, + 0.3810802400112152, + 0.060798101127147675, + 0.14822691679000854 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.12705278396606445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_6/index_tensor([1117, 1117])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_6/index_tensor([1117, 1117])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4beea6b55269df23c599182b9b5dcc8d2a110b49 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_6/index_tensor([1117, 1117])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic sequence begins with a dramatic low-angle shot, the camera static on a sun-drenched runway, capturing the sheer scale of a sleek, modern airliner. Its fuselage, painted in a striking livery—a crisp white upper body and a deep blue underbelly—gleams in the bright, direct sunlight. The powerful engines, housed in massive nacelles beneath the swept wings, roar to life, their immense thrust distorting the air behind them into a shimmering, heat haze. The camera then rapidly tracks the aircraft as it accelerates down the long, dark gray asphalt runway, the lines of white paint blurring into streaks. As the aircraft reaches critical speed, the camera captures the exhilarating moment as its nose gently and deliberately lifts from the ground. The camera continues to follow as the main landing gear separates from the runway and the entire aircraft gracefully ascends. The shot then transitions, pulling back and ascending, to show the aircraft climbing steeply into the vast, clear blue sky as the landing gear smoothly retracts into the fuselage. Two pristine white contrails began to unfurl like ribbons from the engines, carving a distinct trail against the azure background, while the runway lights and the surrounding flat landscape gradually receded into the distance, conveying a powerful and majestic atmosphere of precision and freedom.", + "seed": 28114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_6/index_1117_seed_28114_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0919333329424262, + "vlm_logprob": -0.0919333329424262, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.0919333329424262, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34950414299964905 + ], + "opposite_logprob_tokens": [ + -1.2245041131973267 + ], + "logprob_reward": -0.34950414299964905, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34950414299964905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10421179234981537, + 0.03724566102027893, + 0.07385266572237015, + 0.04449165239930153, + 0.18849919736385345, + 0.05009961128234863, + 0.18602725863456726, + 0.05299999937415123, + 0.23641255497932434, + 0.02615954540669918 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.34950414299964905 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983754687011242 + ], + "opposite_logprob_tokens": [ + -3.5298376083374023 + ], + "logprob_reward": -0.02983754687011242, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983754687011242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10373178869485855, + 0.2723623812198639, + 0.0672488808631897, + 0.08171457052230835, + 0.11292911320924759, + 0.17542576789855957, + 0.06484530121088028, + 0.03546912595629692, + 0.046115268021821976, + 0.040157753974199295 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.02983754687011242 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098587669432163 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098587669432163, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098587669432163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11779815703630447, + 0.09123970568180084, + 0.12518516182899475, + 0.0840071514248848, + 0.10910022258758545, + 0.10489131510257721, + 0.14553333818912506, + 0.05954395607113838, + 0.12181679904460907, + 0.04088424891233444 + ], + "top_frames": [ + 6, + 2, + 8 + ], + "selected_reward": -0.004098587669432163 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038130808621644974 + ], + "opposite_logprob_tokens": [ + -3.288130760192871 + ], + "logprob_reward": -0.038130808621644974, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038130808621644974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16302841901779175, + 0.08712255209684372, + 0.03681409731507301, + 0.05354321748018265, + 0.039125535637140274, + 0.07815977185964584, + 0.12150989472866058, + 0.1413779854774475, + 0.13062776625156403, + 0.14869078993797302 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.038130808621644974 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809557855129242 + ], + "opposite_logprob_tokens": [ + -3.288095474243164 + ], + "logprob_reward": -0.03809557855129242, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809557855129242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10976754873991013, + 0.16199716925621033, + 0.08138152956962585, + 0.04874191805720329, + 0.07619082927703857, + 0.08727414906024933, + 0.1307501196861267, + 0.1599348485469818, + 0.08557506650686264, + 0.058386851102113724 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.03809557855129242 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic sequence begins with a dramatic low-angle shot, the camera static on a sun-drenched runway, capturing the sheer scale of a sleek, modern airliner. Its fuselage, painted in a striking livery—a crisp white upper body and a deep blue underbelly—gleams in the bright, direct sunlight. The powerful engines, housed in massive nacelles beneath the swept wings, roar to life, their immense thrust distorting the air behind them into a shimmering, heat haze. The camera then rapidly tracks the aircraft as it accelerates down the long, dark gray asphalt runway, the lines of white paint blurring into streaks. As the aircraft reaches critical speed, the camera captures the exhilarating moment as its nose gently and deliberately lifts from the ground. The camera continues to follow as the main landing gear separates from the runway and the entire aircraft gracefully ascends. The shot then transitions, pulling back and ascending, to show the aircraft climbing steeply into the vast, clear blue sky as the landing gear smoothly retracts into the fuselage. Two pristine white contrails began to unfurl like ribbons from the engines, carving a distinct trail against the azure background, while the runway lights and the surrounding flat landscape gradually receded into the distance, conveying a powerful and majestic atmosphere of precision and freedom.", + "seed": 28115, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_6/index_1117_seed_28115_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04477999596856534, + "vlm_logprob": -0.04477999596856534, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.04477999596856534, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12866155803203583 + ], + "opposite_logprob_tokens": [ + -2.128661632537842 + ], + "logprob_reward": -0.12866155803203583, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12866155803203583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11424441635608673, + 0.07848270982503891, + 0.08155860751867294, + 0.16711817681789398, + 0.04903997853398323, + 0.05294808745384216, + 0.17760002613067627, + 0.10925780236721039, + 0.10208454728126526, + 0.06766559183597565 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.12866155803203583 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637847326695919 + ], + "opposite_logprob_tokens": [ + -3.6513783931732178 + ], + "logprob_reward": -0.02637847326695919, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637847326695919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28213274478912354, + 0.08114117383956909, + 0.0990476906299591, + 0.10026901215314865, + 0.05756904184818268, + 0.14703314006328583, + 0.03246203437447548, + 0.05954338237643242, + 0.0859939455986023, + 0.054807838052511215 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.02637847326695919 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024951535742729902 + ], + "opposite_logprob_tokens": [ + -6.002495288848877 + ], + "logprob_reward": -0.0024951535742729902, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024951535742729902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13534049689769745, + 0.07027273625135422, + 0.07657033205032349, + 0.033290307968854904, + 0.045282475650310516, + 0.04996835067868233, + 0.11889991164207458, + 0.11158008128404617, + 0.31298667192459106, + 0.04580863565206528 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0024951535742729902 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023309502750635147 + ], + "opposite_logprob_tokens": [ + -3.7733094692230225 + ], + "logprob_reward": -0.023309502750635147, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023309502750635147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1433260142803192, + 0.06389115005731583, + 0.048105351626873016, + 0.16939233243465424, + 0.03756435588002205, + 0.10570242255926132, + 0.05925688147544861, + 0.06878049671649933, + 0.12705457210540771, + 0.17692646384239197 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.023309502750635147 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305529221892357 + ], + "opposite_logprob_tokens": [ + -3.168055295944214 + ], + "logprob_reward": -0.04305529221892357, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305529221892357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30554285645484924, + 0.05621810629963875, + 0.1199413314461708, + 0.13673152029514313, + 0.06285331398248672, + 0.05542363226413727, + 0.04257965832948685, + 0.04548032581806183, + 0.11072687059640884, + 0.06450226902961731 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.04305529221892357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic sequence begins with a dramatic low-angle shot, the camera static on a sun-drenched runway, capturing the sheer scale of a sleek, modern airliner. Its fuselage, painted in a striking livery—a crisp white upper body and a deep blue underbelly—gleams in the bright, direct sunlight. The powerful engines, housed in massive nacelles beneath the swept wings, roar to life, their immense thrust distorting the air behind them into a shimmering, heat haze. The camera then rapidly tracks the aircraft as it accelerates down the long, dark gray asphalt runway, the lines of white paint blurring into streaks. As the aircraft reaches critical speed, the camera captures the exhilarating moment as its nose gently and deliberately lifts from the ground. The camera continues to follow as the main landing gear separates from the runway and the entire aircraft gracefully ascends. The shot then transitions, pulling back and ascending, to show the aircraft climbing steeply into the vast, clear blue sky as the landing gear smoothly retracts into the fuselage. Two pristine white contrails began to unfurl like ribbons from the engines, carving a distinct trail against the azure background, while the runway lights and the surrounding flat landscape gradually receded into the distance, conveying a powerful and majestic atmosphere of precision and freedom.", + "seed": 28116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_6/index_1117_seed_28116_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03420812217518687, + "vlm_logprob": -0.03420812217518687, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.03420812217518687, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10158634185791016 + ], + "opposite_logprob_tokens": [ + -2.35158634185791 + ], + "logprob_reward": -0.10158634185791016, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10158634185791016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12905395030975342, + 0.15010932087898254, + 0.04955961927771568, + 0.16336405277252197, + 0.15545575320720673, + 0.031756505370140076, + 0.13552193343639374, + 0.06044744700193405, + 0.0781233087182045, + 0.0466080941259861 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.10158634185791016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983083575963974 + ], + "opposite_logprob_tokens": [ + -3.5298309326171875 + ], + "logprob_reward": -0.02983083575963974, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983083575963974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11737264692783356, + 0.06980173289775848, + 0.12375989556312561, + 0.22549250721931458, + 0.09273746609687805, + 0.1194782629609108, + 0.10863339155912399, + 0.05828210338950157, + 0.04453178867697716, + 0.03991018235683441 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.02983083575963974 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022025867365300655 + ], + "opposite_logprob_tokens": [ + -6.12720251083374 + ], + "logprob_reward": -0.0022025867365300655, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022025867365300655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048535365611314774, + 0.04259991645812988, + 0.049228861927986145, + 0.1677992343902588, + 0.21610693633556366, + 0.03202018514275551, + 0.32099372148513794, + 0.051779914647340775, + 0.05081751570105553, + 0.020118357613682747 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.0022025867365300655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110840555280447 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.0110840555280447, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110840555280447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06343887746334076, + 0.03612266480922699, + 0.028199220076203346, + 0.11536533385515213, + 0.041971687227487564, + 0.03042011149227619, + 0.08952318876981735, + 0.15837112069129944, + 0.27849751710891724, + 0.1580902636051178 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.0110840555280447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263367909938097 + ], + "opposite_logprob_tokens": [ + -3.651336908340454 + ], + "logprob_reward": -0.0263367909938097, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263367909938097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1475124955177307, + 0.03954588249325752, + 0.029300278052687645, + 0.34038835763931274, + 0.11343149095773697, + 0.05256362631917, + 0.12053608894348145, + 0.08978567272424698, + 0.039306677877902985, + 0.027629442512989044 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0263367909938097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic sequence begins with a dramatic low-angle shot, the camera static on a sun-drenched runway, capturing the sheer scale of a sleek, modern airliner. Its fuselage, painted in a striking livery—a crisp white upper body and a deep blue underbelly—gleams in the bright, direct sunlight. The powerful engines, housed in massive nacelles beneath the swept wings, roar to life, their immense thrust distorting the air behind them into a shimmering, heat haze. The camera then rapidly tracks the aircraft as it accelerates down the long, dark gray asphalt runway, the lines of white paint blurring into streaks. As the aircraft reaches critical speed, the camera captures the exhilarating moment as its nose gently and deliberately lifts from the ground. The camera continues to follow as the main landing gear separates from the runway and the entire aircraft gracefully ascends. The shot then transitions, pulling back and ascending, to show the aircraft climbing steeply into the vast, clear blue sky as the landing gear smoothly retracts into the fuselage. Two pristine white contrails began to unfurl like ribbons from the engines, carving a distinct trail against the azure background, while the runway lights and the surrounding flat landscape gradually receded into the distance, conveying a powerful and majestic atmosphere of precision and freedom.", + "seed": 28117, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_6/index_1117_seed_28117_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08102623908780515, + "vlm_logprob": -0.08102623908780515, + "vlm_yes_no_margin": 3.3749999523162844, + "vlm_token_credit": -0.08102623908780515, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2834654748439789 + ], + "opposite_logprob_tokens": [ + -1.4084655046463013 + ], + "logprob_reward": -0.2834654748439789, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2834654748439789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1428685188293457, + 0.09868256747722626, + 0.12256403267383575, + 0.09176959097385406, + 0.06310805678367615, + 0.02895888313651085, + 0.09702763706445694, + 0.08035308122634888, + 0.19724352657794952, + 0.07742412388324738 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.2834654748439789 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018215399235486984 + ], + "opposite_logprob_tokens": [ + -4.018215179443359 + ], + "logprob_reward": -0.018215399235486984, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018215399235486984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1698385626077652, + 0.34776541590690613, + 0.08836085349321365, + 0.08243679255247116, + 0.053914524614810944, + 0.05227270349860191, + 0.07472065091133118, + 0.03891817480325699, + 0.055295974016189575, + 0.03647637739777565 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018215399235486984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036208562087267637 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036208562087267637, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036208562087267637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10466814041137695, + 0.10741923749446869, + 0.08328786492347717, + 0.06767506897449493, + 0.051577117294073105, + 0.08121153712272644, + 0.0888548195362091, + 0.16722914576530457, + 0.19067327678203583, + 0.05740377679467201 + ], + "top_frames": [ + 8, + 7, + 1 + ], + "selected_reward": -0.0036208562087267637 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823429882526398 + ], + "opposite_logprob_tokens": [ + -3.5298235416412354 + ], + "logprob_reward": -0.029823429882526398, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823429882526398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053364723920822144, + 0.054459843784570694, + 0.029890209436416626, + 0.049916256219148636, + 0.04255378991365433, + 0.10408876836299896, + 0.09332715719938278, + 0.10704559832811356, + 0.39066269993782043, + 0.07469099760055542 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.029823429882526398 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the aircraft a sleek, modern airliner with a white upper body and a deep blue underbelly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the aircraft accelerating down a long, dark gray asphalt runway with white paint lines blurring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the aircraft's nose lift from the ground and the main landing gear separate as it ascends?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two pristine white contrails visible unfurling from the engines against a clear blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a static low-angle shot and then rapidly track the aircraft while pulling back and ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000603526830673 + ], + "opposite_logprob_tokens": [ + -2.6950061321258545 + ], + "logprob_reward": -0.07000603526830673, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000603526830673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3056419789791107, + 0.07142423838376999, + 0.07908622920513153, + 0.1072373315691948, + 0.14438360929489136, + 0.03222868964076042, + 0.1026078388094902, + 0.04967181757092476, + 0.059240665286779404, + 0.048477526754140854 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.07000603526830673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_7/index_tensor([1671, 1671])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_7/index_tensor([1671, 1671])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f45970f92e372abf9632401f1953b8bea311e31c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_7/index_tensor([1671, 1671])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot glides smoothly across the water, intimately following a small flock of downy mallards as they playfully chase each other across a clear pond. Their soft, vibrant yellow feathers, especially on their breasts and faces, fluff up to create a soft, cloud-like texture that contrasts strikingly with the distinct dark brown and black patterns on their backs and small heads. The camera captures their energetic micro-movements in detail: their frantic paddling with their gray-orange webbed feet creates V-shaped ripples on the water's surface; one duck clumsily climbs onto another's back, resulting in a brief, chaotic tumble and a slight splash before both quickly recover. The scene is bathed in warm golden sunlight, which filters through the lush, overhanging canopy of leaves, creating a sun-dappled effect. Brilliant light and soft shadows shimmer across the shimmering water. A soft-focus blur of emerald reeds and floating water lilies in the background enhances the idyllic, tranquil atmosphere of innocent, joyful play.", + "seed": 5782, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_7/index_1671_seed_5782_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03250479642301798, + "vlm_logprob": -0.03250479642301798, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03250479642301798, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04561377316713333 + ], + "opposite_logprob_tokens": [ + -3.5456137657165527 + ], + "logprob_reward": -0.04561377316713333, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.04561377316713333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7184727191925049, + 0.030653836205601692, + 0.022275665774941444, + 0.04308168217539787, + 0.015230642631649971, + 0.069446861743927, + 0.016761550679802895, + 0.015180439688265324, + 0.020750757306814194, + 0.04814577102661133 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.04561377316713333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901544123888016 + ], + "opposite_logprob_tokens": [ + -2.5790154933929443 + ], + "logprob_reward": -0.07901544123888016, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901544123888016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7194185853004456, + 0.035601917654275894, + 0.028586313128471375, + 0.08388633280992508, + 0.02426774986088276, + 0.04904402792453766, + 0.010410320945084095, + 0.01051880419254303, + 0.023183440789580345, + 0.01508251391351223 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.07901544123888016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818636804819107 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.01818636804819107, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818636804819107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.849916934967041, + 0.015854744240641594, + 0.01440485380589962, + 0.026396945118904114, + 0.012349318712949753, + 0.020838264375925064, + 0.014044996351003647, + 0.013073008507490158, + 0.016504373401403427, + 0.01661665365099907 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.01818636804819107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078514158725739 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078514158725739, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078514158725739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16572685539722443, + 0.11765263229608536, + 0.09348972141742706, + 0.04013064131140709, + 0.07927294075489044, + 0.11149381101131439, + 0.12322915345430374, + 0.06861922889947891, + 0.07363854348659515, + 0.1267465204000473 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.011078514158725739 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008629885502159595 + ], + "opposite_logprob_tokens": [ + -4.75862979888916 + ], + "logprob_reward": -0.008629885502159595, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008629885502159595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17766506969928741, + 0.10581228137016296, + 0.06960327178239822, + 0.08382249623537064, + 0.08948025107383728, + 0.11325055360794067, + 0.0539109967648983, + 0.06182384863495827, + 0.05780087038874626, + 0.1868303269147873 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.008629885502159595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot glides smoothly across the water, intimately following a small flock of downy mallards as they playfully chase each other across a clear pond. Their soft, vibrant yellow feathers, especially on their breasts and faces, fluff up to create a soft, cloud-like texture that contrasts strikingly with the distinct dark brown and black patterns on their backs and small heads. The camera captures their energetic micro-movements in detail: their frantic paddling with their gray-orange webbed feet creates V-shaped ripples on the water's surface; one duck clumsily climbs onto another's back, resulting in a brief, chaotic tumble and a slight splash before both quickly recover. The scene is bathed in warm golden sunlight, which filters through the lush, overhanging canopy of leaves, creating a sun-dappled effect. Brilliant light and soft shadows shimmer across the shimmering water. A soft-focus blur of emerald reeds and floating water lilies in the background enhances the idyllic, tranquil atmosphere of innocent, joyful play.", + "seed": 5783, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_7/index_1671_seed_5783_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02305205399170518, + "vlm_logprob": -0.02305205399170518, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.02305205399170518, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026653606444597244 + ], + "opposite_logprob_tokens": [ + -4.40165376663208 + ], + "logprob_reward": -0.026653606444597244, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.026653606444597244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1475178748369217, + 0.0973975881934166, + 0.1361665278673172, + 0.04426258057355881, + 0.06148073449730873, + 0.10650834441184998, + 0.15113207697868347, + 0.031096212565898895, + 0.08944323658943176, + 0.13499487936496735 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.026653606444597244 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054978106170892715 + ], + "opposite_logprob_tokens": [ + -2.929978132247925 + ], + "logprob_reward": -0.054978106170892715, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054978106170892715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07126127928495407, + 0.11474495381116867, + 0.14067333936691284, + 0.034074775874614716, + 0.05063715577125549, + 0.08622194826602936, + 0.060164906084537506, + 0.04944150894880295, + 0.1437578648328781, + 0.24902227520942688 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.054978106170892715 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191421680152416 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191421680152416, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191421680152416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07391005754470825, + 0.10980536043643951, + 0.5973982214927673, + 0.02716023288667202, + 0.041753679513931274, + 0.02799203433096409, + 0.04918619990348816, + 0.009965929202735424, + 0.027284571900963783, + 0.03554370999336243 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.014191421680152416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193302020430565 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193302020430565, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193302020430565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14521647989749908, + 0.3457750380039215, + 0.07526977360248566, + 0.08478439599275589, + 0.040985673666000366, + 0.05325287953019142, + 0.14761897921562195, + 0.028174148872494698, + 0.03021218068897724, + 0.04871044680476189 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.014193302020430565 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005243833642452955 + ], + "opposite_logprob_tokens": [ + -5.25524377822876 + ], + "logprob_reward": -0.005243833642452955, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005243833642452955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11987002193927765, + 0.47400155663490295, + 0.08755719661712646, + 0.03941980004310608, + 0.09827518463134766, + 0.0184427909553051, + 0.07608293741941452, + 0.029114358127117157, + 0.02380092814564705, + 0.033435266464948654 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.005243833642452955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot glides smoothly across the water, intimately following a small flock of downy mallards as they playfully chase each other across a clear pond. Their soft, vibrant yellow feathers, especially on their breasts and faces, fluff up to create a soft, cloud-like texture that contrasts strikingly with the distinct dark brown and black patterns on their backs and small heads. The camera captures their energetic micro-movements in detail: their frantic paddling with their gray-orange webbed feet creates V-shaped ripples on the water's surface; one duck clumsily climbs onto another's back, resulting in a brief, chaotic tumble and a slight splash before both quickly recover. The scene is bathed in warm golden sunlight, which filters through the lush, overhanging canopy of leaves, creating a sun-dappled effect. Brilliant light and soft shadows shimmer across the shimmering water. A soft-focus blur of emerald reeds and floating water lilies in the background enhances the idyllic, tranquil atmosphere of innocent, joyful play.", + "seed": 5784, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_7/index_1671_seed_5784_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04349561296403408, + "vlm_logprob": -0.04349561296403408, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04349561296403408, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.037331145256757736 + ], + "opposite_logprob_tokens": [ + -3.7873311042785645 + ], + "logprob_reward": -0.037331145256757736, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.037331145256757736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08027704060077667, + 0.04515813663601875, + 0.047092538326978683, + 0.06794814765453339, + 0.07457893341779709, + 0.10461604595184326, + 0.14327873289585114, + 0.06725066900253296, + 0.24244976043701172, + 0.12734997272491455 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.037331145256757736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707944214344025 + ], + "opposite_logprob_tokens": [ + -2.127079486846924 + ], + "logprob_reward": -0.12707944214344025, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707944214344025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06379434466362, + 0.04497000575065613, + 0.04718775302171707, + 0.029777832329273224, + 0.14184026420116425, + 0.05360294133424759, + 0.12206452339887619, + 0.1945836991071701, + 0.11333916336297989, + 0.18883949518203735 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.12707944214344025 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342594996094704 + ], + "opposite_logprob_tokens": [ + -3.6513426303863525 + ], + "logprob_reward": -0.026342594996094704, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342594996094704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10968838632106781, + 0.024886325001716614, + 0.01531742699444294, + 0.03581203520298004, + 0.050092630088329315, + 0.04122970625758171, + 0.10013113915920258, + 0.09640084207057953, + 0.18228009343147278, + 0.3441614508628845 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.026342594996094704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196828007698059 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014196828007698059, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196828007698059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26832976937294006, + 0.05726928636431694, + 0.02607046067714691, + 0.033573705703020096, + 0.03435102105140686, + 0.09470740705728531, + 0.2196461260318756, + 0.09768865257501602, + 0.1122378557920456, + 0.05612572655081749 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.014196828007698059 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528054416179657 + ], + "opposite_logprob_tokens": [ + -4.387527942657471 + ], + "logprob_reward": -0.012528054416179657, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528054416179657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1325695812702179, + 0.08655399829149246, + 0.08923789113759995, + 0.053040508180856705, + 0.08045963943004608, + 0.1525757908821106, + 0.1536610871553421, + 0.05866498127579689, + 0.12750715017318726, + 0.06572940200567245 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.012528054416179657 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot glides smoothly across the water, intimately following a small flock of downy mallards as they playfully chase each other across a clear pond. Their soft, vibrant yellow feathers, especially on their breasts and faces, fluff up to create a soft, cloud-like texture that contrasts strikingly with the distinct dark brown and black patterns on their backs and small heads. The camera captures their energetic micro-movements in detail: their frantic paddling with their gray-orange webbed feet creates V-shaped ripples on the water's surface; one duck clumsily climbs onto another's back, resulting in a brief, chaotic tumble and a slight splash before both quickly recover. The scene is bathed in warm golden sunlight, which filters through the lush, overhanging canopy of leaves, creating a sun-dappled effect. Brilliant light and soft shadows shimmer across the shimmering water. A soft-focus blur of emerald reeds and floating water lilies in the background enhances the idyllic, tranquil atmosphere of innocent, joyful play.", + "seed": 5785, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_7/index_1671_seed_5785_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0727229192852974, + "vlm_logprob": -0.0727229192852974, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.0727229192852974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0477074533700943 + ], + "opposite_logprob_tokens": [ + -3.5477075576782227 + ], + "logprob_reward": -0.0477074533700943, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0477074533700943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07750531286001205, + 0.027574893087148666, + 0.41004645824432373, + 0.026888685300946236, + 0.04500238597393036, + 0.022055871784687042, + 0.25862663984298706, + 0.06685996055603027, + 0.02869384177029133, + 0.036745887249708176 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0477074533700943 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521432638168335 + ], + "opposite_logprob_tokens": [ + -1.5021432638168335 + ], + "logprob_reward": -0.2521432638168335, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521432638168335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13674776256084442, + 0.07709068804979324, + 0.05165068432688713, + 0.05465741083025932, + 0.36472830176353455, + 0.01973126269876957, + 0.08287852257490158, + 0.0850013867020607, + 0.10205792635679245, + 0.025455959141254425 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.2521432638168335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634584717452526 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.02634584717452526, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634584717452526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09934486448764801, + 0.02992991730570793, + 0.25456002354621887, + 0.041881028562784195, + 0.28315383195877075, + 0.03074074722826481, + 0.1509229689836502, + 0.04016818106174469, + 0.031918782740831375, + 0.0373796783387661 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.02634584717452526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351071894168854 + ], + "opposite_logprob_tokens": [ + -3.651350975036621 + ], + "logprob_reward": -0.026351071894168854, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351071894168854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13681939244270325, + 0.04590879753232002, + 0.41279181838035583, + 0.04003176465630531, + 0.056141093373298645, + 0.028485890477895737, + 0.045563340187072754, + 0.07390788197517395, + 0.036191489547491074, + 0.12415851652622223 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.026351071894168854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle and tracking smoothly across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are small downy mallards visible chasing each other on a clear pond?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the mallards display soft, vibrant yellow feathers on their breasts and faces with dark brown and black patterns on their backs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by warm golden sunlight filtering through an overhanging canopy to create sun-dappled effects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of emerald reeds and floating water lilies?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011066960170865059 + ], + "opposite_logprob_tokens": [ + -4.511066913604736 + ], + "logprob_reward": -0.011066960170865059, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011066960170865059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11923414468765259, + 0.03396196290850639, + 0.10247430950403214, + 0.029420169070363045, + 0.07500766217708588, + 0.08249161392450333, + 0.330838680267334, + 0.062323104590177536, + 0.1073940098285675, + 0.05685430020093918 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.011066960170865059 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_8/index_tensor([9398, 9398])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_8/index_tensor([9398, 9398])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f4542ca0b99668c94601c659d95bf84e4e9eabac --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_8/index_tensor([9398, 9398])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An immersive first-person perspective places the viewer inside a vintage tram, its track joints causing a rhythmic, gentle jolt, and the carriage sways gently with its forward momentum. Brilliant afternoon sunlight penetrates the thick clouds, casting distinct, almost miraculous Tyndall beams on the tiny dust particles lingering in the air. These warm, golden beams slant across the polished yet slightly worn wooden siding and deep green velvet seats, creating warm, three-dimensional silhouettes of light and shadow. Peering out through the large, pristine windows, a delicate, animated cityscape slowly flows by. Towering buildings, intertwined power lines, and the occasional passing pedestrian are rendered with exceptional detail in a soft halo and signature, highly saturated colors. Direct sunlight on the glass creates a brilliant horizontal lens flare. The entire picture is full of the iconic light and shadow narrative and delicate emotions of Makoto Shinkai's aesthetics. The rhythmic and slight shaking of the tram is combined with the quiet passing scenery outside the window, and the flickering light dust in the air, together creating a dreamy atmosphere mixed with nostalgia, tranquility and a touch of melancholy.", + "seed": 768, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_8/index_9398_seed_768_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06425116946920753, + "vlm_logprob": -0.06425116946920753, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.06425116946920753, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12012040615081787 + ], + "opposite_logprob_tokens": [ + -2.2451205253601074 + ], + "logprob_reward": -0.12012040615081787, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12012040615081787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3390321731567383, + 0.04632635787129402, + 0.0253517534583807, + 0.03818398341536522, + 0.07224621623754501, + 0.06943894922733307, + 0.3037673532962799, + 0.05892789363861084, + 0.014174573123455048, + 0.032550714910030365 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.12012040615081787 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012571729719638824 + ], + "opposite_logprob_tokens": [ + -4.387571811676025 + ], + "logprob_reward": -0.012571729719638824, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012571729719638824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6704397797584534, + 0.03908691182732582, + 0.028328903019428253, + 0.02246086671948433, + 0.03723990544676781, + 0.028728147968649864, + 0.021752117201685905, + 0.03809237480163574, + 0.06290145963430405, + 0.050969578325748444 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.012571729719638824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283062517642975 + ], + "opposite_logprob_tokens": [ + -2.0178306102752686 + ], + "logprob_reward": -0.14283062517642975, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283062517642975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23194558918476105, + 0.10279188305139542, + 0.056564487516880035, + 0.13179631531238556, + 0.08716364204883575, + 0.13142094016075134, + 0.08292336016893387, + 0.07550692558288574, + 0.05839340388774872, + 0.041493408381938934 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.14283062517642975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038101889193058014 + ], + "opposite_logprob_tokens": [ + -3.2881019115448 + ], + "logprob_reward": -0.038101889193058014, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038101889193058014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5196546316146851, + 0.05394359678030014, + 0.06622965633869171, + 0.014476536773145199, + 0.07481937110424042, + 0.05040314421057701, + 0.07116392999887466, + 0.02089075557887554, + 0.08631043881177902, + 0.042107950896024704 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.038101889193058014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631197106093168 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631197106093168, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631197106093168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4696788787841797, + 0.02755885384976864, + 0.026544589549303055, + 0.025617770850658417, + 0.07077350467443466, + 0.045065902173519135, + 0.12133241444826126, + 0.0340406559407711, + 0.1169055700302124, + 0.06248185783624649 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.007631197106093168 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person perspective places the viewer inside a vintage tram, its track joints causing a rhythmic, gentle jolt, and the carriage sways gently with its forward momentum. Brilliant afternoon sunlight penetrates the thick clouds, casting distinct, almost miraculous Tyndall beams on the tiny dust particles lingering in the air. These warm, golden beams slant across the polished yet slightly worn wooden siding and deep green velvet seats, creating warm, three-dimensional silhouettes of light and shadow. Peering out through the large, pristine windows, a delicate, animated cityscape slowly flows by. Towering buildings, intertwined power lines, and the occasional passing pedestrian are rendered with exceptional detail in a soft halo and signature, highly saturated colors. Direct sunlight on the glass creates a brilliant horizontal lens flare. The entire picture is full of the iconic light and shadow narrative and delicate emotions of Makoto Shinkai's aesthetics. The rhythmic and slight shaking of the tram is combined with the quiet passing scenery outside the window, and the flickering light dust in the air, together creating a dreamy atmosphere mixed with nostalgia, tranquility and a touch of melancholy.", + "seed": 769, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_8/index_9398_seed_769_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01131165837869048, + "vlm_logprob": -0.01131165837869048, + "vlm_yes_no_margin": 4.6999999523162845, + "vlm_token_credit": -0.01131165837869048, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014551936648786068 + ], + "opposite_logprob_tokens": [ + -4.764552116394043 + ], + "logprob_reward": -0.014551936648786068, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.014551936648786068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15115301311016083, + 0.09931457787752151, + 0.03235214203596115, + 0.14011701941490173, + 0.022262146696448326, + 0.05424248054623604, + 0.18288546800613403, + 0.09958385676145554, + 0.03816007077693939, + 0.17992927134037018 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.014551936648786068 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094666086137295 + ], + "opposite_logprob_tokens": [ + -4.511094570159912 + ], + "logprob_reward": -0.011094666086137295, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094666086137295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13599982857704163, + 0.10608011484146118, + 0.06379059702157974, + 0.07598049193620682, + 0.05442389100790024, + 0.1619475930929184, + 0.11188378930091858, + 0.14678078889846802, + 0.05054352805018425, + 0.09256933629512787 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.011094666086137295 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097638186067343 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097638186067343, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097638186067343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2686837315559387, + 0.09133288264274597, + 0.1628684103488922, + 0.08729073405265808, + 0.03606937825679779, + 0.12076202780008316, + 0.08778470754623413, + 0.07340072840452194, + 0.01784122735261917, + 0.05396617203950882 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.004097638186067343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632013574242592 + ], + "opposite_logprob_tokens": [ + -4.758632183074951 + ], + "logprob_reward": -0.008632013574242592, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632013574242592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06517308950424194, + 0.12354948371648788, + 0.04571111872792244, + 0.18714655935764313, + 0.0753634124994278, + 0.2135288268327713, + 0.08521132171154022, + 0.07473523169755936, + 0.03619888797402382, + 0.0933820903301239 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.008632013574242592 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818203739821911 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.01818203739821911, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818203739821911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1592583805322647, + 0.051070377230644226, + 0.050471290946006775, + 0.07320652902126312, + 0.04337073862552643, + 0.048179347068071365, + 0.0640813335776329, + 0.18880051374435425, + 0.07481957226991653, + 0.2467418909072876 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.01818203739821911 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person perspective places the viewer inside a vintage tram, its track joints causing a rhythmic, gentle jolt, and the carriage sways gently with its forward momentum. Brilliant afternoon sunlight penetrates the thick clouds, casting distinct, almost miraculous Tyndall beams on the tiny dust particles lingering in the air. These warm, golden beams slant across the polished yet slightly worn wooden siding and deep green velvet seats, creating warm, three-dimensional silhouettes of light and shadow. Peering out through the large, pristine windows, a delicate, animated cityscape slowly flows by. Towering buildings, intertwined power lines, and the occasional passing pedestrian are rendered with exceptional detail in a soft halo and signature, highly saturated colors. Direct sunlight on the glass creates a brilliant horizontal lens flare. The entire picture is full of the iconic light and shadow narrative and delicate emotions of Makoto Shinkai's aesthetics. The rhythmic and slight shaking of the tram is combined with the quiet passing scenery outside the window, and the flickering light dust in the air, together creating a dreamy atmosphere mixed with nostalgia, tranquility and a touch of melancholy.", + "seed": 770, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_8/index_9398_seed_770_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03995291888713837, + "vlm_logprob": -0.03995291888713837, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.03995291888713837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1401083916425705 + ], + "opposite_logprob_tokens": [ + -2.140108346939087 + ], + "logprob_reward": -0.1401083916425705, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1401083916425705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15467789769172668, + 0.044083237648010254, + 0.024361293762922287, + 0.09781044721603394, + 0.0451529435813427, + 0.0546981543302536, + 0.16975285112857819, + 0.10199268907308578, + 0.22324718534946442, + 0.08422329276800156 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.1401083916425705 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076685803942382336 + ], + "opposite_logprob_tokens": [ + -4.882668495178223 + ], + "logprob_reward": -0.0076685803942382336, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076685803942382336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.262005478143692, + 0.060592975467443466, + 0.08666274696588516, + 0.1529906839132309, + 0.038987040519714355, + 0.046372778713703156, + 0.06309344619512558, + 0.062239378690719604, + 0.04052146524190903, + 0.18653401732444763 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0076685803942382336 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795691817998886 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795691817998886, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795691817998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11150818318128586, + 0.16892534494400024, + 0.15739014744758606, + 0.09448546171188354, + 0.05731787905097008, + 0.03309052437543869, + 0.05650985613465309, + 0.07651853561401367, + 0.14076648652553558, + 0.10348757356405258 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.009795691817998886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095004856586456 + ], + "opposite_logprob_tokens": [ + -3.288094997406006 + ], + "logprob_reward": -0.038095004856586456, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095004856586456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1021382287144661, + 0.04208054021000862, + 0.13521496951580048, + 0.11663533002138138, + 0.0641227588057518, + 0.040399882942438126, + 0.07752601057291031, + 0.11346443742513657, + 0.058731887489557266, + 0.24968591332435608 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.038095004856586456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096925724297762 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004096925724297762, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096925724297762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06923836469650269, + 0.037407584488391876, + 0.0397331640124321, + 0.12987035512924194, + 0.040474340319633484, + 0.42675232887268066, + 0.030888903886079788, + 0.04520183429121971, + 0.06505491584539413, + 0.1153782308101654 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.004096925724297762 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An immersive first-person perspective places the viewer inside a vintage tram, its track joints causing a rhythmic, gentle jolt, and the carriage sways gently with its forward momentum. Brilliant afternoon sunlight penetrates the thick clouds, casting distinct, almost miraculous Tyndall beams on the tiny dust particles lingering in the air. These warm, golden beams slant across the polished yet slightly worn wooden siding and deep green velvet seats, creating warm, three-dimensional silhouettes of light and shadow. Peering out through the large, pristine windows, a delicate, animated cityscape slowly flows by. Towering buildings, intertwined power lines, and the occasional passing pedestrian are rendered with exceptional detail in a soft halo and signature, highly saturated colors. Direct sunlight on the glass creates a brilliant horizontal lens flare. The entire picture is full of the iconic light and shadow narrative and delicate emotions of Makoto Shinkai's aesthetics. The rhythmic and slight shaking of the tram is combined with the quiet passing scenery outside the window, and the flickering light dust in the air, together creating a dreamy atmosphere mixed with nostalgia, tranquility and a touch of melancholy.", + "seed": 771, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_8/index_9398_seed_771_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01428700601682067, + "vlm_logprob": -0.01428700601682067, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.01428700601682067, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03953756392002106 + ], + "opposite_logprob_tokens": [ + -3.4145376682281494 + ], + "logprob_reward": -0.03953756392002106, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03953756392002106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11696023494005203, + 0.08513336628675461, + 0.049636825919151306, + 0.10393302142620087, + 0.20626875758171082, + 0.1483757346868515, + 0.03835538774728775, + 0.05969931185245514, + 0.06399617344141006, + 0.12764117121696472 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.03953756392002106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008664395660161972 + ], + "opposite_logprob_tokens": [ + -4.758664608001709 + ], + "logprob_reward": -0.008664395660161972, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008664395660161972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08116915822029114, + 0.08725046366453171, + 0.07601248472929001, + 0.4349454641342163, + 0.06931926310062408, + 0.0679514929652214, + 0.0403839536011219, + 0.040738001465797424, + 0.05124712362885475, + 0.05098256096243858 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.008664395660161972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059562805108726025 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.0059562805108726025, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059562805108726025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30032768845558167, + 0.07917547225952148, + 0.05701736360788345, + 0.08867502212524414, + 0.13012923300266266, + 0.052176352590322495, + 0.041646067053079605, + 0.09179097414016724, + 0.04751887544989586, + 0.11154292523860931 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0059562805108726025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638158440589905 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638158440589905, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638158440589905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39741459488868713, + 0.062318481504917145, + 0.053799983114004135, + 0.10131334513425827, + 0.20833924412727356, + 0.049171093851327896, + 0.023710455745458603, + 0.033536747097969055, + 0.027400916442275047, + 0.042995110154151917 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.008638158440589905 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective inside a vintage tram?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are distinct Tyndall beams of sunlight visible casting light on dust particles in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tram's interior features include polished wooden siding and deep green velvet seats?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a cityscape with towering buildings and power lines visible flowing by outside the large windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a brilliant horizontal lens flare visible on the glass caused by direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863863155245781 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.00863863155245781, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863863155245781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07375918328762054, + 0.07141106575727463, + 0.07434569299221039, + 0.5861427187919617, + 0.06552799046039581, + 0.019318703562021255, + 0.025484532117843628, + 0.0225001722574234, + 0.0262772049754858, + 0.035232722759246826 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.00863863155245781 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_9/index_tensor([1426, 1426])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_9/index_tensor([1426, 1426])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1413883185ad46014ab98e63c9a87122c6a88790 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_9/index_tensor([1426, 1426])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a rapidly spiraling medium shot, Geto Suguru, clad in a rich, dark, five-stripe robe of exquisite tailoring, stands poised in the ruins of an ancient temple. His signature long black hair is tied back in a bun, a few wisps of bangs falling across his forehead. His expression is stern and expressionless, his eyes radiating a cold, impersonal majesty. Against the backdrop of moss-covered, cracked stone walls and charred, broken wooden beams, the scene imbued with a sense of history and vicissitudes, cast against a gloomy sky. As the camera accelerates, he slowly extends his right arm. A ball of highly concentrated, dark cursed energy, seemingly capable of absorbing all light, rapidly gathers in his palm, its core surrounded by an ominous purple halo. Then, this energy suddenly erupted in the form of a twisted beam of light, instantly penetrating the thick ruins in front with unstoppable force, blasting a huge, irregular-edged hole in the ancient stone wall. The flying stones and diffuse dust formed a destructive trajectory in the rotating field of vision. The whole picture formed a sharp contrast between dynamic chaos and static coldness, perfectly capturing the moment of the tragic collision between the destructive force and the ancient tranquility.", + "seed": 377, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_9/index_1426_seed_377_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10070729292929173, + "vlm_logprob": -0.10070729292929173, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.10070729292929173, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07953104376792908 + ], + "opposite_logprob_tokens": [ + -2.579530954360962 + ], + "logprob_reward": -0.07953104376792908, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07953104376792908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16387362778186798, + 0.2642208933830261, + 0.03550034761428833, + 0.06866054236888885, + 0.16083857417106628, + 0.07351647317409515, + 0.07590168714523315, + 0.04153987392783165, + 0.0816134661436081, + 0.034334514290094376 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.07953104376792908 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871367871761322 + ], + "opposite_logprob_tokens": [ + -1.1371368169784546 + ], + "logprob_reward": -0.3871367871761322, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871367871761322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38142332434654236, + 0.13296443223953247, + 0.09348144382238388, + 0.08824770152568817, + 0.06269145756959915, + 0.027063338086009026, + 0.030702702701091766, + 0.0743648037314415, + 0.07378734648227692, + 0.03527349233627319 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.3871367871761322 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630487438291311 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630487438291311, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630487438291311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11486009508371353, + 0.23353220522403717, + 0.08611951768398285, + 0.05664064735174179, + 0.11687644571065903, + 0.09302207827568054, + 0.06281150877475739, + 0.0766112431883812, + 0.10375408828258514, + 0.055772192776203156 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.007630487438291311 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947392899543047 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947392899543047, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947392899543047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1498527228832245, + 0.2019423246383667, + 0.12284434586763382, + 0.17366941273212433, + 0.1633162498474121, + 0.04492555558681488, + 0.027219319716095924, + 0.03410696983337402, + 0.030945956707000732, + 0.05117712914943695 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.005947392899543047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329075336456299 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.02329075336456299, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329075336456299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12897416949272156, + 0.1710299551486969, + 0.1272381693124771, + 0.07126860320568085, + 0.09926529228687286, + 0.05843290314078331, + 0.04346718266606331, + 0.10238632559776306, + 0.0918203815817833, + 0.10611708462238312 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.02329075336456299 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a rapidly spiraling medium shot, Geto Suguru, clad in a rich, dark, five-stripe robe of exquisite tailoring, stands poised in the ruins of an ancient temple. His signature long black hair is tied back in a bun, a few wisps of bangs falling across his forehead. His expression is stern and expressionless, his eyes radiating a cold, impersonal majesty. Against the backdrop of moss-covered, cracked stone walls and charred, broken wooden beams, the scene imbued with a sense of history and vicissitudes, cast against a gloomy sky. As the camera accelerates, he slowly extends his right arm. A ball of highly concentrated, dark cursed energy, seemingly capable of absorbing all light, rapidly gathers in his palm, its core surrounded by an ominous purple halo. Then, this energy suddenly erupted in the form of a twisted beam of light, instantly penetrating the thick ruins in front with unstoppable force, blasting a huge, irregular-edged hole in the ancient stone wall. The flying stones and diffuse dust formed a destructive trajectory in the rotating field of vision. The whole picture formed a sharp contrast between dynamic chaos and static coldness, perfectly capturing the moment of the tragic collision between the destructive force and the ancient tranquility.", + "seed": 378, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_9/index_1426_seed_378_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018962805811315774, + "vlm_logprob": -0.018962805811315774, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.018962805811315774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055681366473436356 + ], + "opposite_logprob_tokens": [ + -2.9306814670562744 + ], + "logprob_reward": -0.055681366473436356, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055681366473436356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.143235981464386, + 0.19994047284126282, + 0.05558738484978676, + 0.027990754693746567, + 0.07745155692100525, + 0.08317684382200241, + 0.04558388143777847, + 0.039119940251111984, + 0.07914617657661438, + 0.24876698851585388 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.055681366473436356 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607552357017994 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.01607552357017994, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607552357017994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11214384436607361, + 0.16855672001838684, + 0.11097816377878189, + 0.137409508228302, + 0.10922084003686905, + 0.045933131128549576, + 0.06868654489517212, + 0.11499904096126556, + 0.07644081860780716, + 0.05563144013285637 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.01607552357017994 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733820773661137 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006733820773661137, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733820773661137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06693313270807266, + 0.06048182398080826, + 0.062219131737947464, + 0.04725171625614166, + 0.04937535896897316, + 0.056565478444099426, + 0.018112841993570328, + 0.07880110293626785, + 0.06400108337402344, + 0.49625828862190247 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.006733820773661137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248458590358496 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248458590358496, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248458590358496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025664789602160454, + 0.07476560771465302, + 0.018848739564418793, + 0.046273887157440186, + 0.1543593853712082, + 0.08122266083955765, + 0.02647184021770954, + 0.03662225604057312, + 0.06301181763410568, + 0.47275903820991516 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.005248458590358496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074859648942947 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011074859648942947, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074859648942947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059354860335588455, + 0.14472675323486328, + 0.0761183649301529, + 0.0753452330827713, + 0.2109300047159195, + 0.05700283125042915, + 0.07291042059659958, + 0.06503508239984512, + 0.05253676697611809, + 0.18603971600532532 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.011074859648942947 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a rapidly spiraling medium shot, Geto Suguru, clad in a rich, dark, five-stripe robe of exquisite tailoring, stands poised in the ruins of an ancient temple. His signature long black hair is tied back in a bun, a few wisps of bangs falling across his forehead. His expression is stern and expressionless, his eyes radiating a cold, impersonal majesty. Against the backdrop of moss-covered, cracked stone walls and charred, broken wooden beams, the scene imbued with a sense of history and vicissitudes, cast against a gloomy sky. As the camera accelerates, he slowly extends his right arm. A ball of highly concentrated, dark cursed energy, seemingly capable of absorbing all light, rapidly gathers in his palm, its core surrounded by an ominous purple halo. Then, this energy suddenly erupted in the form of a twisted beam of light, instantly penetrating the thick ruins in front with unstoppable force, blasting a huge, irregular-edged hole in the ancient stone wall. The flying stones and diffuse dust formed a destructive trajectory in the rotating field of vision. The whole picture formed a sharp contrast between dynamic chaos and static coldness, perfectly capturing the moment of the tragic collision between the destructive force and the ancient tranquility.", + "seed": 379, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_9/index_1426_seed_379_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021835966594517232, + "vlm_logprob": -0.021835966594517232, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.021835966594517232, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049050867557525635 + ], + "opposite_logprob_tokens": [ + -3.049050807952881 + ], + "logprob_reward": -0.049050867557525635, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049050867557525635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3050757348537445, + 0.05357090011239052, + 0.0807512104511261, + 0.07753634452819824, + 0.1300167292356491, + 0.08678977191448212, + 0.09581415355205536, + 0.045778777450323105, + 0.07274831831455231, + 0.05191805586218834 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.049050867557525635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371884673833847 + ], + "opposite_logprob_tokens": [ + -3.4087188243865967 + ], + "logprob_reward": -0.03371884673833847, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371884673833847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12753532826900482, + 0.1303337663412094, + 0.06582900136709213, + 0.20096486806869507, + 0.0306916031986475, + 0.07424711436033249, + 0.10768768191337585, + 0.04384499788284302, + 0.1602734625339508, + 0.05859210714697838 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.03371884673833847 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534528970718384 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.012534528970718384, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534528970718384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08462044596672058, + 0.04439813643693924, + 0.27659037709236145, + 0.05072183161973953, + 0.03673822432756424, + 0.047854408621788025, + 0.1537136733531952, + 0.07512837648391724, + 0.18374675512313843, + 0.04648776352405548 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.012534528970718384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091820679605007 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.004091820679605007, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091820679605007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09364227205514908, + 0.03491349145770073, + 0.05725911632180214, + 0.036197833716869354, + 0.057631902396678925, + 0.1308128833770752, + 0.17124518752098083, + 0.05872144550085068, + 0.1978110373020172, + 0.16176481544971466 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.004091820679605007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783769026398659 + ], + "opposite_logprob_tokens": [ + -4.634783744812012 + ], + "logprob_reward": -0.009783769026398659, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783769026398659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028747931122779846, + 0.019243547692894936, + 0.06739367544651031, + 0.03161865845322609, + 0.016431499272584915, + 0.055332671850919724, + 0.6568978428840637, + 0.04283979907631874, + 0.043574925512075424, + 0.037919387221336365 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.009783769026398659 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a rapidly spiraling medium shot, Geto Suguru, clad in a rich, dark, five-stripe robe of exquisite tailoring, stands poised in the ruins of an ancient temple. His signature long black hair is tied back in a bun, a few wisps of bangs falling across his forehead. His expression is stern and expressionless, his eyes radiating a cold, impersonal majesty. Against the backdrop of moss-covered, cracked stone walls and charred, broken wooden beams, the scene imbued with a sense of history and vicissitudes, cast against a gloomy sky. As the camera accelerates, he slowly extends his right arm. A ball of highly concentrated, dark cursed energy, seemingly capable of absorbing all light, rapidly gathers in his palm, its core surrounded by an ominous purple halo. Then, this energy suddenly erupted in the form of a twisted beam of light, instantly penetrating the thick ruins in front with unstoppable force, blasting a huge, irregular-edged hole in the ancient stone wall. The flying stones and diffuse dust formed a destructive trajectory in the rotating field of vision. The whole picture formed a sharp contrast between dynamic chaos and static coldness, perfectly capturing the moment of the tragic collision between the destructive force and the ancient tranquility.", + "seed": 380, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000199/group_9/index_1426_seed_380_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04672681018710136, + "vlm_logprob": -0.04672681018710136, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.04672681018710136, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1276736855506897 + ], + "opposite_logprob_tokens": [ + -2.127673625946045 + ], + "logprob_reward": -0.1276736855506897, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1276736855506897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12163585424423218, + 0.5098907351493835, + 0.05444776639342308, + 0.060879193246364594, + 0.05430557578802109, + 0.027368716895580292, + 0.0330808199942112, + 0.06985659897327423, + 0.04724685475230217, + 0.021287905052304268 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.1276736855506897 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901125401258469 + ], + "opposite_logprob_tokens": [ + -2.5790112018585205 + ], + "logprob_reward": -0.07901125401258469, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901125401258469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07058505713939667, + 0.6436710953712463, + 0.026043474674224854, + 0.09227591007947922, + 0.06015319004654884, + 0.029335083439946175, + 0.01421220414340496, + 0.031880468130111694, + 0.015430331230163574, + 0.016413120552897453 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.07901125401258469 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253335177898407 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.01253335177898407, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253335177898407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05586715042591095, + 0.48985564708709717, + 0.029766472056508064, + 0.03397372364997864, + 0.09201842546463013, + 0.04439745470881462, + 0.07427782565355301, + 0.06643611192703247, + 0.0639270544052124, + 0.04948015883564949 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.01253335177898407 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633879289031029 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004633879289031029, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633879289031029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14666937291622162, + 0.07993587106466293, + 0.02915015257894993, + 0.09800111502408981, + 0.15634019672870636, + 0.05711805820465088, + 0.06265464425086975, + 0.1534455418586731, + 0.1513703316450119, + 0.06531471014022827 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.004633879289031029 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main character Geto Suguru visible wearing a dark robe with five stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting the ruins of an ancient temple with moss-covered stone walls and charred wooden beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character extend his right arm while a dark cursed energy ball gathers in his palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the energy erupt into a twisted beam of light that blasts a huge hole in the stone wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera accelerate while the scene rotates, creating a field of vision with flying stones and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781880304217339 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781880304217339, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781880304217339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08357337862253189, + 0.29348936676979065, + 0.025402061641216278, + 0.0697227492928505, + 0.23670604825019836, + 0.04511711373925209, + 0.05025002360343933, + 0.07273674011230469, + 0.06364466995000839, + 0.05935785919427872 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.009781880304217339 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_0/index_tensor([454, 454])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_0/index_tensor([454, 454])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a4f2dbb55361286eb5595cd7ba60adf119d0754d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_0/index_tensor([454, 454])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene begins with a medium shot, the camera moving in a smooth, continuous 360-degree circle around two men concluding a deal on the deck of a luxury yacht. One of the men is a distinguished captain with neatly combed salt-and-pepper hair and impeccable manners, dressed in a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes. He is exchanging a firm, deliberate handshake with his client, a sophisticated man dressed in a tailored navy blazer, a light blue linen shirt, and cream trousers. As the camera gracefully glides around them, bright, direct midday sunlight gleams off the client's expensive steel watch and casts sharp, clean shadows on the highly polished teak deck. The deck's high-gloss finish reflects the brilliant blue sky and the two figures. The orbiting motion gradually reveals the luxurious surroundings: immaculate chrome railings, pristine white fiberglass structures, and a vast, deep, azure sea stretching to a clear, distant horizon. Dazzling mirrored highlights dance across the soft water, enhancing the scene's vibrant, warm colors. The entire interaction is captured in this single, elegant shot, conveying a powerful atmosphere of high-end professionalism, mutual respect, and quiet triumph.", + "seed": 7519, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_0/index_454_seed_7519_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028026692010462283, + "vlm_logprob": -0.028026692010462283, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.028026692010462283, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10538320243358612 + ], + "opposite_logprob_tokens": [ + -2.3553831577301025 + ], + "logprob_reward": -0.10538320243358612, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10538320243358612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08536635339260101, + 0.0530177503824234, + 0.22037097811698914, + 0.09172774851322174, + 0.13029366731643677, + 0.1530047506093979, + 0.06273409724235535, + 0.09854745119810104, + 0.05868593230843544, + 0.046251315623521805 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.10538320243358612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096905916929245 + ], + "opposite_logprob_tokens": [ + -4.511096954345703 + ], + "logprob_reward": -0.011096905916929245, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096905916929245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.351327508687973, + 0.06107098609209061, + 0.06655934453010559, + 0.07218688726425171, + 0.03202454745769501, + 0.24432046711444855, + 0.04503743723034859, + 0.045772869139909744, + 0.046905502676963806, + 0.034794412553310394 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.011096905916929245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787074290215969 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009787074290215969, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787074290215969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15329588949680328, + 0.10340476036071777, + 0.2711913287639618, + 0.042042240500450134, + 0.055807556957006454, + 0.22300860285758972, + 0.03953058272600174, + 0.026709815487265587, + 0.03459891676902771, + 0.05041033774614334 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.009787074290215969 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094313830137253 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094313830137253, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094313830137253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1064959391951561, + 0.137298122048378, + 0.14621514081954956, + 0.03663759306073189, + 0.05222424492239952, + 0.3214896023273468, + 0.09132140129804611, + 0.026815330609679222, + 0.034977369010448456, + 0.04652520269155502 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.004094313830137253 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009771963581442833 + ], + "opposite_logprob_tokens": [ + -4.634771823883057 + ], + "logprob_reward": -0.009771963581442833, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009771963581442833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11484329402446747, + 0.043914973735809326, + 0.0781695693731308, + 0.02910834737122059, + 0.10115064680576324, + 0.3037721514701843, + 0.1410946547985077, + 0.0796295553445816, + 0.039588563144207, + 0.0687282457947731 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.009771963581442833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a medium shot, the camera moving in a smooth, continuous 360-degree circle around two men concluding a deal on the deck of a luxury yacht. One of the men is a distinguished captain with neatly combed salt-and-pepper hair and impeccable manners, dressed in a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes. He is exchanging a firm, deliberate handshake with his client, a sophisticated man dressed in a tailored navy blazer, a light blue linen shirt, and cream trousers. As the camera gracefully glides around them, bright, direct midday sunlight gleams off the client's expensive steel watch and casts sharp, clean shadows on the highly polished teak deck. The deck's high-gloss finish reflects the brilliant blue sky and the two figures. The orbiting motion gradually reveals the luxurious surroundings: immaculate chrome railings, pristine white fiberglass structures, and a vast, deep, azure sea stretching to a clear, distant horizon. Dazzling mirrored highlights dance across the soft water, enhancing the scene's vibrant, warm colors. The entire interaction is captured in this single, elegant shot, conveying a powerful atmosphere of high-end professionalism, mutual respect, and quiet triumph.", + "seed": 7520, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_0/index_454_seed_7520_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08450844399631023, + "vlm_logprob": -0.08450844399631023, + "vlm_yes_no_margin": 3.199999988079071, + "vlm_token_credit": -0.08450844399631023, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31696635484695435 + ], + "opposite_logprob_tokens": [ + -1.3169662952423096 + ], + "logprob_reward": -0.31696635484695435, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31696635484695435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13424168527126312, + 0.14690370857715607, + 0.09053495526313782, + 0.06085393205285072, + 0.1573505699634552, + 0.08253508061170578, + 0.057856228202581406, + 0.17811986804008484, + 0.060638248920440674, + 0.03096570447087288 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.31696635484695435 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638067863881588 + ], + "opposite_logprob_tokens": [ + -3.651380777359009 + ], + "logprob_reward": -0.02638067863881588, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638067863881588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07760044187307358, + 0.062116947025060654, + 0.04464719071984291, + 0.03830072656273842, + 0.17888236045837402, + 0.10568780452013016, + 0.09394373744726181, + 0.30601266026496887, + 0.03292335569858551, + 0.059884797781705856 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.02638067863881588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358386501669884 + ], + "opposite_logprob_tokens": [ + -3.6513583660125732 + ], + "logprob_reward": -0.026358386501669884, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358386501669884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21791599690914154, + 0.13018466532230377, + 0.09983281046152115, + 0.07672475278377533, + 0.09763792902231216, + 0.046370793133974075, + 0.05065940320491791, + 0.1621619611978531, + 0.046988196671009064, + 0.07152353972196579 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.026358386501669884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787900373339653 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.009787900373339653, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787900373339653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09440254420042038, + 0.07651695609092712, + 0.038494039326906204, + 0.07847995311021805, + 0.22064194083213806, + 0.07388751953840256, + 0.14024047553539276, + 0.06918603926897049, + 0.0491708405315876, + 0.1589796543121338 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.009787900373339653 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304889962077141 + ], + "opposite_logprob_tokens": [ + -3.168048858642578 + ], + "logprob_reward": -0.04304889962077141, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304889962077141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1556786149740219, + 0.10513370484113693, + 0.06049980968236923, + 0.12138711661100388, + 0.10020887106657028, + 0.11323099583387375, + 0.058733657002449036, + 0.12269792705774307, + 0.12783432006835938, + 0.03459501639008522 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04304889962077141 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a medium shot, the camera moving in a smooth, continuous 360-degree circle around two men concluding a deal on the deck of a luxury yacht. One of the men is a distinguished captain with neatly combed salt-and-pepper hair and impeccable manners, dressed in a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes. He is exchanging a firm, deliberate handshake with his client, a sophisticated man dressed in a tailored navy blazer, a light blue linen shirt, and cream trousers. As the camera gracefully glides around them, bright, direct midday sunlight gleams off the client's expensive steel watch and casts sharp, clean shadows on the highly polished teak deck. The deck's high-gloss finish reflects the brilliant blue sky and the two figures. The orbiting motion gradually reveals the luxurious surroundings: immaculate chrome railings, pristine white fiberglass structures, and a vast, deep, azure sea stretching to a clear, distant horizon. Dazzling mirrored highlights dance across the soft water, enhancing the scene's vibrant, warm colors. The entire interaction is captured in this single, elegant shot, conveying a powerful atmosphere of high-end professionalism, mutual respect, and quiet triumph.", + "seed": 7521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_0/index_454_seed_7521_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09641601368784905, + "vlm_logprob": -0.09641601368784905, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.09641601368784905, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3903414309024811 + ], + "opposite_logprob_tokens": [ + -1.1403414011001587 + ], + "logprob_reward": -0.3903414309024811, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3903414309024811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13216397166252136, + 0.03144814446568489, + 0.05611557513475418, + 0.1388344019651413, + 0.03766655921936035, + 0.09252453595399857, + 0.2457408457994461, + 0.03842762112617493, + 0.1790161430835724, + 0.0480622872710228 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.3903414309024811 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606130361557007 + ], + "opposite_logprob_tokens": [ + -3.89560604095459 + ], + "logprob_reward": -0.020606130361557007, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606130361557007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09678548574447632, + 0.056227993220090866, + 0.06281570345163345, + 0.06199081242084503, + 0.05216120555996895, + 0.036864522844552994, + 0.3118169605731964, + 0.031043315306305885, + 0.18126633763313293, + 0.10902762413024902 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.020606130361557007 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033712852746248245 + ], + "opposite_logprob_tokens": [ + -3.408712863922119 + ], + "logprob_reward": -0.033712852746248245, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033712852746248245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08394140005111694, + 0.03501014783978462, + 0.02047850750386715, + 0.04455207660794258, + 0.040432900190353394, + 0.06216425448656082, + 0.6211194396018982, + 0.01691150851547718, + 0.025658337399363518, + 0.04973145201802254 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.033712852746248245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082051321864128 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082051321864128, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082051321864128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08495374768972397, + 0.05324989929795265, + 0.04055202379822731, + 0.06239320710301399, + 0.035108018666505814, + 0.06574209779500961, + 0.5273638367652893, + 0.021552927792072296, + 0.02649182826280594, + 0.08259237557649612 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.011082051321864128 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337603107094765 + ], + "opposite_logprob_tokens": [ + -3.6513376235961914 + ], + "logprob_reward": -0.026337603107094765, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337603107094765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07642985135316849, + 0.061513274908065796, + 0.07180577516555786, + 0.048111867159605026, + 0.03291556239128113, + 0.022538209334015846, + 0.4427374005317688, + 0.07922941446304321, + 0.11771541088819504, + 0.047003258019685745 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.026337603107094765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a medium shot, the camera moving in a smooth, continuous 360-degree circle around two men concluding a deal on the deck of a luxury yacht. One of the men is a distinguished captain with neatly combed salt-and-pepper hair and impeccable manners, dressed in a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes. He is exchanging a firm, deliberate handshake with his client, a sophisticated man dressed in a tailored navy blazer, a light blue linen shirt, and cream trousers. As the camera gracefully glides around them, bright, direct midday sunlight gleams off the client's expensive steel watch and casts sharp, clean shadows on the highly polished teak deck. The deck's high-gloss finish reflects the brilliant blue sky and the two figures. The orbiting motion gradually reveals the luxurious surroundings: immaculate chrome railings, pristine white fiberglass structures, and a vast, deep, azure sea stretching to a clear, distant horizon. Dazzling mirrored highlights dance across the soft water, enhancing the scene's vibrant, warm colors. The entire interaction is captured in this single, elegant shot, conveying a powerful atmosphere of high-end professionalism, mutual respect, and quiet triumph.", + "seed": 7522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_0/index_454_seed_7522_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11983289830386638, + "vlm_logprob": -0.11983289830386638, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.11983289830386638, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47835060954093933 + ], + "opposite_logprob_tokens": [ + -0.9783506393432617 + ], + "logprob_reward": -0.47835060954093933, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47835060954093933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34323805570602417, + 0.058407656848430634, + 0.05604708567261696, + 0.05666803941130638, + 0.049381863325834274, + 0.07605186849832535, + 0.07227875292301178, + 0.16699111461639404, + 0.061154596507549286, + 0.05978098139166832 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.47835060954093933 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018218792974948883 + ], + "opposite_logprob_tokens": [ + -4.018218994140625 + ], + "logprob_reward": -0.018218792974948883, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018218792974948883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2930143177509308, + 0.06881893426179886, + 0.15739454329013824, + 0.1769334077835083, + 0.06403813511133194, + 0.05643690377473831, + 0.04428375884890556, + 0.05223672464489937, + 0.03989926725625992, + 0.046944018453359604 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.018218792974948883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206049770116806 + ], + "opposite_logprob_tokens": [ + -2.812060594558716 + ], + "logprob_reward": -0.06206049770116806, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206049770116806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1651184856891632, + 0.1918828934431076, + 0.05648038163781166, + 0.07689913362264633, + 0.10319940000772476, + 0.04711228609085083, + 0.04052922502160072, + 0.1896999180316925, + 0.09058205783367157, + 0.038496192544698715 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.06206049770116806 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014200471341609955 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.014200471341609955, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014200471341609955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2807702422142029, + 0.142206609249115, + 0.0729832872748375, + 0.09314092248678207, + 0.09918500483036041, + 0.050648052245378494, + 0.04913918673992157, + 0.09518858045339584, + 0.052753373980522156, + 0.0639846995472908 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.014200471341609955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a medium shot that moves in a smooth, continuous 360-degree circle around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two men visible shaking hands on the deck of a luxury yacht?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is one man wearing a crisp, starched white, double-breasted captain's uniform with gleaming gold epaulettes and salt-and-pepper hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the other man wearing a tailored navy blazer, a light blue linen shirt, and cream trousers with a steel watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright midday sunlight casting sharp shadows on a highly polished teak deck that reflects the blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026334119960665703 + ], + "opposite_logprob_tokens": [ + -3.651334047317505 + ], + "logprob_reward": -0.026334119960665703, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026334119960665703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29138967394828796, + 0.13918468356132507, + 0.057689204812049866, + 0.08400259166955948, + 0.08340132981538773, + 0.03144770860671997, + 0.0548158697783947, + 0.1138063296675682, + 0.08957408368587494, + 0.05468856170773506 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.026334119960665703 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_1/index_tensor([510, 510])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_1/index_tensor([510, 510])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3336b47c53f1a184b59994ed6fda2d7f24552bb1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_1/index_tensor([510, 510])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, shot from a level angle, focuses on an elderly couple, seated peacefully on a varnished wooden bench in a park. Golden afternoon sunlight filters through the sparse leaves overhead, casting warm, dappled shadows on them and the ground. The man, with his silver hair and a face lined with kindly wrinkles, wears a thick, dark brown cardigan. His arm rests gently yet firmly on his partner's shoulders. The woman rests her head gently and trustingly on his shoulder, her equally graying hair pulled back in a loose bun, draped in a soft, off-white cashmere shawl. As a gentle breeze caresses their bodies, they sway in unison, an almost imperceptible, perfectly synchronized rhythm, a movement imbued with the tacit understanding and harmony cultivated through the years. The wind also blew up a few strands of silver hair on the lady's temples and a few golden leaves that fell at their feet. The whole picture was wrapped in a quiet, warm and slightly nostalgic atmosphere, conveying a deep love that does not require words and accompanies a lifetime.", + "seed": 2243, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_1/index_510_seed_2243_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008020986523479223, + "vlm_logprob": -0.008020986523479223, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.008020986523479223, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013016493991017342 + ], + "opposite_logprob_tokens": [ + -4.513016700744629 + ], + "logprob_reward": -0.013016493991017342, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013016493991017342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17822614312171936, + 0.146221324801445, + 0.08050229400396347, + 0.04266741871833801, + 0.06431599706411362, + 0.18476957082748413, + 0.08545321971178055, + 0.03318503871560097, + 0.11572331190109253, + 0.06893569231033325 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.013016493991017342 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652627278119326 + ], + "opposite_logprob_tokens": [ + -5.379652500152588 + ], + "logprob_reward": -0.004652627278119326, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004652627278119326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062043607234954834, + 0.07938116043806076, + 0.08737854659557343, + 0.12312581390142441, + 0.04062482714653015, + 0.04311680048704147, + 0.07800834625959396, + 0.05219872295856476, + 0.04995071142911911, + 0.38417142629623413 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.004652627278119326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257589276880026 + ], + "opposite_logprob_tokens": [ + -5.255257606506348 + ], + "logprob_reward": -0.005257589276880026, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257589276880026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11156873404979706, + 0.10852242261171341, + 0.10753802955150604, + 0.09283672273159027, + 0.04883357882499695, + 0.11636597663164139, + 0.054796598851680756, + 0.06182127073407173, + 0.06897945702075958, + 0.22873711585998535 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.005257589276880026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639219027012587 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.004639219027012587, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639219027012587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37581977248191833, + 0.06809686124324799, + 0.23174677789211273, + 0.034862589091062546, + 0.035128653049468994, + 0.07729684561491013, + 0.04633721336722374, + 0.06015881523489952, + 0.031122203916311264, + 0.039430346339941025 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.004639219027012587 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539003044366837 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012539003044366837, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539003044366837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15169009566307068, + 0.04358889162540436, + 0.08963987231254578, + 0.08922045677900314, + 0.04668489471077919, + 0.14609603583812714, + 0.1070839986205101, + 0.06951169669628143, + 0.0584024079144001, + 0.19808165729045868 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.012539003044366837 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a level angle, focuses on an elderly couple, seated peacefully on a varnished wooden bench in a park. Golden afternoon sunlight filters through the sparse leaves overhead, casting warm, dappled shadows on them and the ground. The man, with his silver hair and a face lined with kindly wrinkles, wears a thick, dark brown cardigan. His arm rests gently yet firmly on his partner's shoulders. The woman rests her head gently and trustingly on his shoulder, her equally graying hair pulled back in a loose bun, draped in a soft, off-white cashmere shawl. As a gentle breeze caresses their bodies, they sway in unison, an almost imperceptible, perfectly synchronized rhythm, a movement imbued with the tacit understanding and harmony cultivated through the years. The wind also blew up a few strands of silver hair on the lady's temples and a few golden leaves that fell at their feet. The whole picture was wrapped in a quiet, warm and slightly nostalgic atmosphere, conveying a deep love that does not require words and accompanies a lifetime.", + "seed": 2244, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_1/index_510_seed_2244_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010634410101920367, + "vlm_logprob": -0.010634410101920367, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.010634410101920367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00957421027123928 + ], + "opposite_logprob_tokens": [ + -4.8845744132995605 + ], + "logprob_reward": -0.00957421027123928, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00957421027123928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21884196996688843, + 0.11252401024103165, + 0.024922162294387817, + 0.18525026738643646, + 0.11440908163785934, + 0.08479082584381104, + 0.07570161670446396, + 0.04336737096309662, + 0.044587235897779465, + 0.09560545533895493 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.00957421027123928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052670761942863464 + ], + "opposite_logprob_tokens": [ + -5.255267143249512 + ], + "logprob_reward": -0.0052670761942863464, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052670761942863464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10702814161777496, + 0.20068764686584473, + 0.026481706649065018, + 0.13459570705890656, + 0.14665456116199493, + 0.1169201210141182, + 0.1276358962059021, + 0.03664875403046608, + 0.03690703213214874, + 0.0664403885602951 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.0052670761942863464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257233511656523 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257233511656523, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257233511656523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09998981654644012, + 0.047715865075588226, + 0.07121109217405319, + 0.16430604457855225, + 0.4199919104576111, + 0.050785623490810394, + 0.045302364975214005, + 0.041201043874025345, + 0.019320441409945488, + 0.04017578810453415 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.005257233511656523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978801865130663 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.00978801865130663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978801865130663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3146795630455017, + 0.10891655087471008, + 0.022590521723031998, + 0.2240450233221054, + 0.033864546567201614, + 0.05088552087545395, + 0.18630094826221466, + 0.014900117181241512, + 0.017598256468772888, + 0.02621893212199211 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.00978801865130663 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285511881113052 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285511881113052, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285511881113052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20333759486675262, + 0.04815123975276947, + 0.044632475823163986, + 0.2168687880039215, + 0.05757741630077362, + 0.1196652203798294, + 0.10557843744754791, + 0.04275665804743767, + 0.03792041167616844, + 0.12351174652576447 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.023285511881113052 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a level angle, focuses on an elderly couple, seated peacefully on a varnished wooden bench in a park. Golden afternoon sunlight filters through the sparse leaves overhead, casting warm, dappled shadows on them and the ground. The man, with his silver hair and a face lined with kindly wrinkles, wears a thick, dark brown cardigan. His arm rests gently yet firmly on his partner's shoulders. The woman rests her head gently and trustingly on his shoulder, her equally graying hair pulled back in a loose bun, draped in a soft, off-white cashmere shawl. As a gentle breeze caresses their bodies, they sway in unison, an almost imperceptible, perfectly synchronized rhythm, a movement imbued with the tacit understanding and harmony cultivated through the years. The wind also blew up a few strands of silver hair on the lady's temples and a few golden leaves that fell at their feet. The whole picture was wrapped in a quiet, warm and slightly nostalgic atmosphere, conveying a deep love that does not require words and accompanies a lifetime.", + "seed": 2245, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_1/index_510_seed_2245_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010260381549596787, + "vlm_logprob": -0.010260381549596787, + "vlm_yes_no_margin": 4.774999952316284, + "vlm_token_credit": -0.010260381549596787, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019526168704032898 + ], + "opposite_logprob_tokens": [ + -4.01952600479126 + ], + "logprob_reward": -0.019526168704032898, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.019526168704032898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10272836685180664, + 0.07874273508787155, + 0.06151287257671356, + 0.09347786009311676, + 0.2209303379058838, + 0.09702587127685547, + 0.07803760468959808, + 0.028861617669463158, + 0.14194941520690918, + 0.09673329442739487 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.019526168704032898 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067512271925807 + ], + "opposite_logprob_tokens": [ + -5.00675106048584 + ], + "logprob_reward": -0.0067512271925807, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067512271925807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10955379903316498, + 0.038716234266757965, + 0.22951079905033112, + 0.03755472972989082, + 0.3160587251186371, + 0.06990787386894226, + 0.035175446420907974, + 0.03465913608670235, + 0.056322190910577774, + 0.0725409984588623 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0067512271925807 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637703791260719 + ], + "opposite_logprob_tokens": [ + -4.8826375007629395 + ], + "logprob_reward": -0.007637703791260719, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637703791260719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08470535278320312, + 0.07989893853664398, + 0.09760910272598267, + 0.0805278867483139, + 0.3587392270565033, + 0.10681884735822678, + 0.0682137981057167, + 0.028515756130218506, + 0.04326038435101509, + 0.05171080306172371 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.007637703791260719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031923307105898857 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031923307105898857, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031923307105898857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1687442660331726, + 0.122650146484375, + 0.08001922816038132, + 0.15893538296222687, + 0.12846454977989197, + 0.08111271262168884, + 0.06055881828069687, + 0.030131759122014046, + 0.10728013515472412, + 0.06210298091173172 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0031923307105898857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419447734951973 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.01419447734951973, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419447734951973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12504854798316956, + 0.07439618557691574, + 0.0992119312286377, + 0.07922889292240143, + 0.2485385537147522, + 0.046306267380714417, + 0.08926728367805481, + 0.08587317913770676, + 0.06369134783744812, + 0.08843773603439331 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.01419447734951973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a level angle, focuses on an elderly couple, seated peacefully on a varnished wooden bench in a park. Golden afternoon sunlight filters through the sparse leaves overhead, casting warm, dappled shadows on them and the ground. The man, with his silver hair and a face lined with kindly wrinkles, wears a thick, dark brown cardigan. His arm rests gently yet firmly on his partner's shoulders. The woman rests her head gently and trustingly on his shoulder, her equally graying hair pulled back in a loose bun, draped in a soft, off-white cashmere shawl. As a gentle breeze caresses their bodies, they sway in unison, an almost imperceptible, perfectly synchronized rhythm, a movement imbued with the tacit understanding and harmony cultivated through the years. The wind also blew up a few strands of silver hair on the lady's temples and a few golden leaves that fell at their feet. The whole picture was wrapped in a quiet, warm and slightly nostalgic atmosphere, conveying a deep love that does not require words and accompanies a lifetime.", + "seed": 2246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_1/index_510_seed_2246_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007744987355545163, + "vlm_logprob": -0.007744987355545163, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.007744987355545163, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0074544367380440235 + ], + "opposite_logprob_tokens": [ + -5.2574543952941895 + ], + "logprob_reward": -0.0074544367380440235, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0074544367380440235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1799556016921997, + 0.31340593099594116, + 0.0683746188879013, + 0.05934503674507141, + 0.03394803777337074, + 0.062022898346185684, + 0.04601084068417549, + 0.09789623320102692, + 0.02755417488515377, + 0.11148662120103836 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0074544367380440235 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052674319595098495 + ], + "opposite_logprob_tokens": [ + -5.25526762008667 + ], + "logprob_reward": -0.0052674319595098495, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052674319595098495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09238484501838684, + 0.06928172707557678, + 0.03882308676838875, + 0.12348704040050507, + 0.4804166555404663, + 0.016475599259138107, + 0.035266075283288956, + 0.01374098565429449, + 0.03682146221399307, + 0.09330245852470398 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.0052674319595098495 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743293721228838 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743293721228838, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743293721228838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11876461654901505, + 0.06384588032960892, + 0.10088232904672623, + 0.10615792125463486, + 0.45698851346969604, + 0.0415029413998127, + 0.05617520585656166, + 0.014001508243381977, + 0.0160696841776371, + 0.02561134472489357 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.006743293721228838 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193400101736188 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.003193400101736188, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193400101736188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09802059084177017, + 0.06625138223171234, + 0.07154373824596405, + 0.03848441317677498, + 0.5204060673713684, + 0.06719032675027847, + 0.008276263251900673, + 0.009381736628711224, + 0.07343052327632904, + 0.04701501131057739 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.003193400101736188 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects an elderly man and woman seated on a varnished wooden bench in a park?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a thick dark brown cardigan with silver hair and a face lined with wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a soft off-white cashmere shawl with her gray hair pulled back in a loose bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature golden afternoon sunlight filtering through sparse leaves, casting warm dappled shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the couple sway gently in unison while a breeze blows strands of hair and golden leaves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066374257206917 + ], + "opposite_logprob_tokens": [ + -4.141066551208496 + ], + "logprob_reward": -0.016066374257206917, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066374257206917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1882299929857254, + 0.19995972514152527, + 0.11023829877376556, + 0.2521868348121643, + 0.0782298892736435, + 0.05518867447972298, + 0.02127576619386673, + 0.025157228112220764, + 0.03510614484548569, + 0.034427471458911896 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.016066374257206917 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_10/index_tensor([4704, 4704])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_10/index_tensor([4704, 4704])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dd17d7aa7915568a8888fcec4e2885200f4df2d0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_10/index_tensor([4704, 4704])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a steady medium shot, the camera smoothly tracks a subject suspended in the center of a vast, black void. This subject is a complex flamethrower, meticulously constructed entirely from countless digital voxel blocks emitting a cool, bluish-purple glow. Its sharp outline stands out against the darkness. The weapon rotates fluidly and rapidly at an extremely high speed, leaving a blurred, voxel-shaped light trail in the air. Suddenly, from the tip of its long nozzle, a torrent of fiery flames, composed of countless blazing voxel blocks blazing with orange-red and bright yellow, erupts violently. These pixelated flames rush forward at an astonishing speed, constantly coalescing and disintegrating as they fly, forming a dynamic, swirling spectacle resembling a spectacular digital magma. The cool tones of the gun and the blazing flames create a striking visual contrast. As the scene's sole source of light, they together illuminate the void, creating a futuristic, technological atmosphere imbued with the aesthetics of digital violence and a surreal sense of reality.", + "seed": 16058, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_10/index_4704_seed_16058_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07439592473674565, + "vlm_logprob": -0.07439592473674565, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.07439592473674565, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3156968355178833 + ], + "opposite_logprob_tokens": [ + -1.3156968355178833 + ], + "logprob_reward": -0.3156968355178833, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3156968355178833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22329707443714142, + 0.07496573030948639, + 0.12545211613178253, + 0.05878836661577225, + 0.09802194684743881, + 0.16562695801258087, + 0.11772088706493378, + 0.03302988409996033, + 0.061387743800878525, + 0.04170932620763779 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.3156968355178833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011099027469754219 + ], + "opposite_logprob_tokens": [ + -4.511098861694336 + ], + "logprob_reward": -0.011099027469754219, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011099027469754219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27095168828964233, + 0.06681646406650543, + 0.08238256722688675, + 0.05815783888101578, + 0.07151259481906891, + 0.07177075743675232, + 0.2092621624469757, + 0.06399863958358765, + 0.024963703006505966, + 0.08018361032009125 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.011099027469754219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038107629865407944 + ], + "opposite_logprob_tokens": [ + -3.2881076335906982 + ], + "logprob_reward": -0.038107629865407944, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038107629865407944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1666346937417984, + 0.14350274205207825, + 0.12889009714126587, + 0.10965725034475327, + 0.12577871978282928, + 0.10151135921478271, + 0.07826468348503113, + 0.050930317491292953, + 0.042984869331121445, + 0.05184518173336983 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.038107629865407944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000342191313393414 + ], + "opposite_logprob_tokens": [ + -8.00034236907959 + ], + "logprob_reward": -0.000342191313393414, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.000342191313393414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17118757963180542, + 0.08911582082509995, + 0.1434493511915207, + 0.046984702348709106, + 0.13424120843410492, + 0.09188346564769745, + 0.12389867752790451, + 0.04288182035088539, + 0.05283227562904358, + 0.10352514684200287 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.000342191313393414 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067339395172894 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.0067339395172894, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067339395172894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15767233073711395, + 0.2118639051914215, + 0.03602869063615799, + 0.02750496380031109, + 0.3889971077442169, + 0.01994483731687069, + 0.05642939731478691, + 0.007382608018815517, + 0.016908032819628716, + 0.077268086373806 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0067339395172894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a steady medium shot, the camera smoothly tracks a subject suspended in the center of a vast, black void. This subject is a complex flamethrower, meticulously constructed entirely from countless digital voxel blocks emitting a cool, bluish-purple glow. Its sharp outline stands out against the darkness. The weapon rotates fluidly and rapidly at an extremely high speed, leaving a blurred, voxel-shaped light trail in the air. Suddenly, from the tip of its long nozzle, a torrent of fiery flames, composed of countless blazing voxel blocks blazing with orange-red and bright yellow, erupts violently. These pixelated flames rush forward at an astonishing speed, constantly coalescing and disintegrating as they fly, forming a dynamic, swirling spectacle resembling a spectacular digital magma. The cool tones of the gun and the blazing flames create a striking visual contrast. As the scene's sole source of light, they together illuminate the void, creating a futuristic, technological atmosphere imbued with the aesthetics of digital violence and a surreal sense of reality.", + "seed": 16059, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_10/index_4704_seed_16059_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07118333401158453, + "vlm_logprob": -0.07118333401158453, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.07118333401158453, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22725582122802734 + ], + "opposite_logprob_tokens": [ + -1.6022558212280273 + ], + "logprob_reward": -0.22725582122802734, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22725582122802734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012052935548126698, + 0.04724502190947533, + 0.017273375764489174, + 0.005860777106136084, + 0.009076125919818878, + 0.01652001030743122, + 0.01817559078335762, + 0.6278462409973145, + 0.18454599380493164, + 0.06140393018722534 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.22725582122802734 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498148873448372 + ], + "opposite_logprob_tokens": [ + -2.9299814701080322 + ], + "logprob_reward": -0.05498148873448372, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498148873448372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07466825097799301, + 0.13070060312747955, + 0.07482494413852692, + 0.06312286108732224, + 0.027019985020160675, + 0.030437657609581947, + 0.021978626027703285, + 0.4752301275730133, + 0.035308148711919785, + 0.06670881062746048 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.05498148873448372 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980630472302437 + ], + "opposite_logprob_tokens": [ + -3.52980637550354 + ], + "logprob_reward": -0.02980630472302437, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980630472302437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16408713161945343, + 0.08193476498126984, + 0.0970306545495987, + 0.04598658159375191, + 0.13193154335021973, + 0.09406336396932602, + 0.051062148064374924, + 0.11847345530986786, + 0.15084612369537354, + 0.06458425521850586 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.02980630472302437 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000811366830021143 + ], + "opposite_logprob_tokens": [ + -7.125811576843262 + ], + "logprob_reward": -0.000811366830021143, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.000811366830021143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03512248396873474, + 0.04473332688212395, + 0.016633309423923492, + 0.017699167132377625, + 0.019506564363837242, + 0.012495079077780247, + 0.0207428690046072, + 0.6118062138557434, + 0.1415034979581833, + 0.07975748926401138 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.000811366830021143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306168854236603 + ], + "opposite_logprob_tokens": [ + -3.1680617332458496 + ], + "logprob_reward": -0.04306168854236603, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306168854236603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08792330324649811, + 0.08980720490217209, + 0.024440450593829155, + 0.061965495347976685, + 0.021609105169773102, + 0.029639780521392822, + 0.01883472129702568, + 0.5572583079338074, + 0.08136312663555145, + 0.027158565819263458 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.04306168854236603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a steady medium shot, the camera smoothly tracks a subject suspended in the center of a vast, black void. This subject is a complex flamethrower, meticulously constructed entirely from countless digital voxel blocks emitting a cool, bluish-purple glow. Its sharp outline stands out against the darkness. The weapon rotates fluidly and rapidly at an extremely high speed, leaving a blurred, voxel-shaped light trail in the air. Suddenly, from the tip of its long nozzle, a torrent of fiery flames, composed of countless blazing voxel blocks blazing with orange-red and bright yellow, erupts violently. These pixelated flames rush forward at an astonishing speed, constantly coalescing and disintegrating as they fly, forming a dynamic, swirling spectacle resembling a spectacular digital magma. The cool tones of the gun and the blazing flames create a striking visual contrast. As the scene's sole source of light, they together illuminate the void, creating a futuristic, technological atmosphere imbued with the aesthetics of digital violence and a surreal sense of reality.", + "seed": 16060, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_10/index_4704_seed_16060_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03641270415391773, + "vlm_logprob": -0.03641270415391773, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.03641270415391773, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050149429589509964 + ], + "opposite_logprob_tokens": [ + -3.050149440765381 + ], + "logprob_reward": -0.050149429589509964, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050149429589509964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2305271476507187, + 0.06965170800685883, + 0.102604940533638, + 0.2263774573802948, + 0.06037168949842453, + 0.07345728576183319, + 0.05567032843828201, + 0.025664012879133224, + 0.03652452304959297, + 0.11915095895528793 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.050149429589509964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092543601989746 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.011092543601989746, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092543601989746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18617329001426697, + 0.10853380709886551, + 0.10604539513587952, + 0.04889977350831032, + 0.06843765825033188, + 0.04828166961669922, + 0.05257171392440796, + 0.07120225578546524, + 0.08407096564769745, + 0.22578346729278564 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.011092543601989746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295587569475174 + ], + "opposite_logprob_tokens": [ + -2.2379558086395264 + ], + "logprob_reward": -0.11295587569475174, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295587569475174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08957793563604355, + 0.09036649763584137, + 0.13671714067459106, + 0.10207634419202805, + 0.18059638142585754, + 0.09341733902692795, + 0.06917222589254379, + 0.03804235905408859, + 0.08607570081949234, + 0.11395805329084396 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.11295587569475174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00023684080224484205 + ], + "opposite_logprob_tokens": [ + -8.375236511230469 + ], + "logprob_reward": -0.00023684080224484205, + "yes_no_margin_reward": 8.375, + "token_credit_reward": -0.00023684080224484205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18618541955947876, + 0.07136964797973633, + 0.06629355251789093, + 0.23791490495204926, + 0.041356123983860016, + 0.03675264120101929, + 0.08531718701124191, + 0.08591853827238083, + 0.08162396401166916, + 0.10726800560951233 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.00023684080224484205 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3919585347175598, + 0.20137788355350494, + 0.07753393799066544, + 0.06182154640555382, + 0.04211781919002533, + 0.02525234967470169, + 0.06413730978965759, + 0.0413932166993618, + 0.04278481751680374, + 0.051622577011585236 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007628831081092358 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a steady medium shot, the camera smoothly tracks a subject suspended in the center of a vast, black void. This subject is a complex flamethrower, meticulously constructed entirely from countless digital voxel blocks emitting a cool, bluish-purple glow. Its sharp outline stands out against the darkness. The weapon rotates fluidly and rapidly at an extremely high speed, leaving a blurred, voxel-shaped light trail in the air. Suddenly, from the tip of its long nozzle, a torrent of fiery flames, composed of countless blazing voxel blocks blazing with orange-red and bright yellow, erupts violently. These pixelated flames rush forward at an astonishing speed, constantly coalescing and disintegrating as they fly, forming a dynamic, swirling spectacle resembling a spectacular digital magma. The cool tones of the gun and the blazing flames create a striking visual contrast. As the scene's sole source of light, they together illuminate the void, creating a futuristic, technological atmosphere imbued with the aesthetics of digital violence and a surreal sense of reality.", + "seed": 16061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_10/index_4704_seed_16061_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05396636300720274, + "vlm_logprob": -0.05396636300720274, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.05396636300720274, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049550045281648636 + ], + "opposite_logprob_tokens": [ + -3.0495500564575195 + ], + "logprob_reward": -0.049550045281648636, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049550045281648636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3043188750743866, + 0.06105661392211914, + 0.09564850479364395, + 0.02461344003677368, + 0.04348870739340782, + 0.10835076123476028, + 0.24070489406585693, + 0.06672956049442291, + 0.024301648139953613, + 0.0307870265096426 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.049550045281648636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979321263730526 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.00979321263730526, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979321263730526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13185270130634308, + 0.12537263333797455, + 0.07128669321537018, + 0.03846896439790726, + 0.03090141899883747, + 0.10596835613250732, + 0.23042234778404236, + 0.04518687725067139, + 0.12420661747455597, + 0.09633337706327438 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.00979321263730526 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155416429042816 + ], + "opposite_logprob_tokens": [ + -1.7015541791915894 + ], + "logprob_reward": -0.20155416429042816, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155416429042816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17401288449764252, + 0.0616016611456871, + 0.08355849236249924, + 0.029973376542329788, + 0.034984637051820755, + 0.06567033380270004, + 0.39060601592063904, + 0.061831891536712646, + 0.05546516180038452, + 0.04229561612010002 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.20155416429042816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003013156820088625 + ], + "opposite_logprob_tokens": [ + -8.125301361083984 + ], + "logprob_reward": -0.0003013156820088625, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.0003013156820088625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30932292342185974, + 0.07993079721927643, + 0.1696474552154541, + 0.02986907586455345, + 0.024061575531959534, + 0.06546904146671295, + 0.08317822217941284, + 0.055286288261413574, + 0.07354606688022614, + 0.10968862473964691 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0003013156820088625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a complex flamethrower constructed from digital voxel blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the flamethrower emit a cool bluish-purple glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the flamethrower rotating fluidly and rapidly at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a torrent of fiery orange-red and bright yellow voxel flames erupt from the nozzle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a vast black void illuminated only by the subject and flames?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633077144622803 + ], + "opposite_logprob_tokens": [ + -4.758633136749268 + ], + "logprob_reward": -0.008633077144622803, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633077144622803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1837419718503952, + 0.03436492383480072, + 0.144017294049263, + 0.04639706388115883, + 0.027606002986431122, + 0.05526920035481453, + 0.2784433364868164, + 0.10524620860815048, + 0.03355948626995087, + 0.09135450422763824 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.008633077144622803 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_11/index_tensor([1602, 1602])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_11/index_tensor([1602, 1602])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..680c8f55193cdea0e795884d036c734eb3335abc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_11/index_tensor([1602, 1602])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot slowly pans forward, revealing a majestic yet crumbling Roman amphitheater, its massive stone arches reimagined in the whimsical, gothic style of Tim Burton animation. The arches are not symmetrical, but rather slightly curved and twisted, leaning against each other against a dark, starless sky, taking on an organic, skeletal quality. Water cascades from the tops of these twisting structures, shimmering with an otherworldly, bioluminescent turquoise glow, serving as the scene's primary light source. This magical water doesn't just fall; it majestically seeps from the stone, gathering in dense, luminescent streams that follow the twisting contours before plunging into the darkness below, breaking into individual, perfectly formed droplets, each radiating an intense glow. The entire spectacle is rendered in crisp 4K resolution, allowing every deep, expressive crack in the dark slate-gray stone and every shimmering, stylized droplet to be clearly seen, creating a dramatic, high-contrast atmosphere of both melancholic wonder and beautiful decay.", + "seed": 5215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_11/index_1602_seed_5215_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1466352708870545, + "vlm_logprob": -0.1466352708870545, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.1466352708870545, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6341278553009033 + ], + "opposite_logprob_tokens": [ + -0.7591278553009033 + ], + "logprob_reward": -0.6341278553009033, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6341278553009033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21220308542251587, + 0.02580955997109413, + 0.025390179827809334, + 0.09965816140174866, + 0.060048479586839676, + 0.1600525677204132, + 0.21404989063739777, + 0.03268744423985481, + 0.06610377132892609, + 0.10399680584669113 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.6341278553009033 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009800530970096588 + ], + "opposite_logprob_tokens": [ + -4.634800434112549 + ], + "logprob_reward": -0.009800530970096588, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009800530970096588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24650977551937103, + 0.09331007301807404, + 0.040345702320337296, + 0.0727163776755333, + 0.08923404663801193, + 0.0681222528219223, + 0.14689308404922485, + 0.025885310024023056, + 0.07567241042852402, + 0.1413109004497528 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.009800530970096588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002804428339005 + ], + "opposite_logprob_tokens": [ + -2.695028066635132 + ], + "logprob_reward": -0.07002804428339005, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002804428339005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1611604541540146, + 0.20794562995433807, + 0.13794603943824768, + 0.0794285461306572, + 0.08678901195526123, + 0.15191152691841125, + 0.07537519931793213, + 0.023404322564601898, + 0.028105711564421654, + 0.04793360456824303 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.07002804428339005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010444429935887456 + ], + "opposite_logprob_tokens": [ + -6.876044273376465 + ], + "logprob_reward": -0.0010444429935887456, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010444429935887456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2535187304019928, + 0.060602325946092606, + 0.0487794354557991, + 0.1220439076423645, + 0.05994875356554985, + 0.0828370451927185, + 0.10115186125040054, + 0.0322275348007679, + 0.07946613430976868, + 0.1594243347644806 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0010444429935887456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018175480887293816 + ], + "opposite_logprob_tokens": [ + -4.0181756019592285 + ], + "logprob_reward": -0.018175480887293816, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018175480887293816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.105028435587883, + 0.11955702304840088, + 0.07030346989631653, + 0.08797404170036316, + 0.05025549605488777, + 0.21524693071842194, + 0.07139712572097778, + 0.10441003739833832, + 0.04710858315229416, + 0.12871891260147095 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.018175480887293816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly pans forward, revealing a majestic yet crumbling Roman amphitheater, its massive stone arches reimagined in the whimsical, gothic style of Tim Burton animation. The arches are not symmetrical, but rather slightly curved and twisted, leaning against each other against a dark, starless sky, taking on an organic, skeletal quality. Water cascades from the tops of these twisting structures, shimmering with an otherworldly, bioluminescent turquoise glow, serving as the scene's primary light source. This magical water doesn't just fall; it majestically seeps from the stone, gathering in dense, luminescent streams that follow the twisting contours before plunging into the darkness below, breaking into individual, perfectly formed droplets, each radiating an intense glow. The entire spectacle is rendered in crisp 4K resolution, allowing every deep, expressive crack in the dark slate-gray stone and every shimmering, stylized droplet to be clearly seen, creating a dramatic, high-contrast atmosphere of both melancholic wonder and beautiful decay.", + "seed": 5216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_11/index_1602_seed_5216_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03321183241787366, + "vlm_logprob": -0.03321183241787366, + "vlm_yes_no_margin": 4.474999904632568, + "vlm_token_credit": -0.03321183241787366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06391588598489761 + ], + "opposite_logprob_tokens": [ + -2.813915967941284 + ], + "logprob_reward": -0.06391588598489761, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06391588598489761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10601682960987091, + 0.09427545219659805, + 0.09808016568422318, + 0.09420213103294373, + 0.18312792479991913, + 0.05062633007764816, + 0.020642148330807686, + 0.023015353828668594, + 0.08762925118207932, + 0.24238449335098267 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.06391588598489761 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006749805994331837 + ], + "opposite_logprob_tokens": [ + -5.006749629974365 + ], + "logprob_reward": -0.006749805994331837, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006749805994331837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11192624270915985, + 0.049163818359375, + 0.12606902420520782, + 0.05731893330812454, + 0.37149348855018616, + 0.034249596297740936, + 0.021466802805662155, + 0.04806957766413689, + 0.11732130497694016, + 0.0629212036728859 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.006749805994331837 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898922264575958 + ], + "opposite_logprob_tokens": [ + -2.578989267349243 + ], + "logprob_reward": -0.07898922264575958, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898922264575958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11559614539146423, + 0.02257542684674263, + 0.07938332110643387, + 0.02607002481818199, + 0.3081713020801544, + 0.01711278222501278, + 0.011544863693416119, + 0.025423090904951096, + 0.17869633436203003, + 0.21542678773403168 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.07898922264575958 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00034362133010290563 + ], + "opposite_logprob_tokens": [ + -8.000343322753906 + ], + "logprob_reward": -0.00034362133010290563, + "yes_no_margin_reward": 7.999999523162842, + "token_credit_reward": -0.00034362133010290563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17381824553012848, + 0.07994840294122696, + 0.12336695194244385, + 0.03236135467886925, + 0.16176427900791168, + 0.02227333001792431, + 0.016149286180734634, + 0.08199944347143173, + 0.23418009281158447, + 0.07413862645626068 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.00034362133010290563 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606062613427639 + ], + "opposite_logprob_tokens": [ + -4.141060829162598 + ], + "logprob_reward": -0.01606062613427639, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606062613427639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11074331402778625, + 0.05543118342757225, + 0.04335951432585716, + 0.03689688816666603, + 0.4689302444458008, + 0.04247812554240227, + 0.010708623565733433, + 0.03829718008637428, + 0.05965571850538254, + 0.13349924981594086 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.01606062613427639 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly pans forward, revealing a majestic yet crumbling Roman amphitheater, its massive stone arches reimagined in the whimsical, gothic style of Tim Burton animation. The arches are not symmetrical, but rather slightly curved and twisted, leaning against each other against a dark, starless sky, taking on an organic, skeletal quality. Water cascades from the tops of these twisting structures, shimmering with an otherworldly, bioluminescent turquoise glow, serving as the scene's primary light source. This magical water doesn't just fall; it majestically seeps from the stone, gathering in dense, luminescent streams that follow the twisting contours before plunging into the darkness below, breaking into individual, perfectly formed droplets, each radiating an intense glow. The entire spectacle is rendered in crisp 4K resolution, allowing every deep, expressive crack in the dark slate-gray stone and every shimmering, stylized droplet to be clearly seen, creating a dramatic, high-contrast atmosphere of both melancholic wonder and beautiful decay.", + "seed": 5217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_11/index_1602_seed_5217_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5115606759674847, + "vlm_logprob": -0.5115606759674847, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.5115606759674847, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.3505566120147705 + ], + "opposite_logprob_tokens": [ + -0.10055668652057648 + ], + "logprob_reward": -2.3505566120147705, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.3505566120147705, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15006498992443085, + 0.06038295850157738, + 0.08321875333786011, + 0.047360826283693314, + 0.019517282024025917, + 0.1334427297115326, + 0.04107627272605896, + 0.3582887053489685, + 0.05960006266832352, + 0.04704735055565834 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -2.3505566120147705 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018262455239892006 + ], + "opposite_logprob_tokens": [ + -4.0182623863220215 + ], + "logprob_reward": -0.018262455239892006, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018262455239892006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14278437197208405, + 0.04855890944600105, + 0.10399745404720306, + 0.04910418018698692, + 0.021187517791986465, + 0.11362697184085846, + 0.03841778635978699, + 0.3933209776878357, + 0.044870126992464066, + 0.04413176700472832 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.018262455239892006 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604325771331787 + ], + "opposite_logprob_tokens": [ + -1.9104325771331787 + ], + "logprob_reward": -0.1604325771331787, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604325771331787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19962619245052338, + 0.04996338486671448, + 0.047830693423748016, + 0.06632840633392334, + 0.04077020287513733, + 0.2306073158979416, + 0.08432655781507492, + 0.1130502000451088, + 0.0798783004283905, + 0.08761872351169586 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.1604325771331787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022047278471291065 + ], + "opposite_logprob_tokens": [ + -6.127204895019531 + ], + "logprob_reward": -0.0022047278471291065, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022047278471291065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10569987446069717, + 0.066533163189888, + 0.08062637597322464, + 0.04822953790426254, + 0.021399911493062973, + 0.09408687055110931, + 0.040677979588508606, + 0.43780624866485596, + 0.05521756410598755, + 0.049722425639629364 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0022047278471291065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347007602453232 + ], + "opposite_logprob_tokens": [ + -3.6513469219207764 + ], + "logprob_reward": -0.026347007602453232, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347007602453232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11762438714504242, + 0.05821651965379715, + 0.05301259830594063, + 0.04853281006217003, + 0.02435391955077648, + 0.1236671581864357, + 0.06626944243907928, + 0.3709495961666107, + 0.06296119838953018, + 0.07441232353448868 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.026347007602453232 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot slowly pans forward, revealing a majestic yet crumbling Roman amphitheater, its massive stone arches reimagined in the whimsical, gothic style of Tim Burton animation. The arches are not symmetrical, but rather slightly curved and twisted, leaning against each other against a dark, starless sky, taking on an organic, skeletal quality. Water cascades from the tops of these twisting structures, shimmering with an otherworldly, bioluminescent turquoise glow, serving as the scene's primary light source. This magical water doesn't just fall; it majestically seeps from the stone, gathering in dense, luminescent streams that follow the twisting contours before plunging into the darkness below, breaking into individual, perfectly formed droplets, each radiating an intense glow. The entire spectacle is rendered in crisp 4K resolution, allowing every deep, expressive crack in the dark slate-gray stone and every shimmering, stylized droplet to be clearly seen, creating a dramatic, high-contrast atmosphere of both melancholic wonder and beautiful decay.", + "seed": 5218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_11/index_1602_seed_5218_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -1.1647136417217552, + "vlm_logprob": -1.1647136417217552, + "vlm_yes_no_margin": 1.225, + "vlm_token_credit": -1.1647136417217552, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -5.504169940948486 + ], + "opposite_logprob_tokens": [ + -0.004169936757534742 + ], + "logprob_reward": -5.504169940948486, + "yes_no_margin_reward": -5.5, + "token_credit_reward": -5.504169940948486, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1320049911737442, + 0.0786370187997818, + 0.039122480899095535, + 0.13341793417930603, + 0.023180179297924042, + 0.11978127807378769, + 0.025455791503190994, + 0.36886563897132874, + 0.03671305626630783, + 0.04282164201140404 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -5.504169940948486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08966784924268723 + ], + "opposite_logprob_tokens": [ + -2.464667797088623 + ], + "logprob_reward": -0.08966784924268723, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08966784924268723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09924991428852081, + 0.052322082221508026, + 0.03758915513753891, + 0.15301290154457092, + 0.02599111758172512, + 0.09106408804655075, + 0.016147896647453308, + 0.46368950605392456, + 0.031527500599622726, + 0.029405947774648666 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.08966784924268723 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1430230438709259 + ], + "opposite_logprob_tokens": [ + -2.0180230140686035 + ], + "logprob_reward": -0.1430230438709259, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1430230438709259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13342100381851196, + 0.05887366831302643, + 0.037153713405132294, + 0.06693652272224426, + 0.08098505437374115, + 0.05378029868006706, + 0.01424083299934864, + 0.4887329041957855, + 0.03710811585187912, + 0.028767816722393036 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.1430230438709259 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007674968335777521 + ], + "opposite_logprob_tokens": [ + -4.8826751708984375 + ], + "logprob_reward": -0.007674968335777521, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007674968335777521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09468590468168259, + 0.06302036345005035, + 0.03720119968056679, + 0.2317807376384735, + 0.052597396075725555, + 0.09917929768562317, + 0.018778754398226738, + 0.3280743658542633, + 0.0342056043446064, + 0.040476348251104355 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.007674968335777521 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a crumbling Roman amphitheater with massive stone arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the arches styled in a whimsical, gothic Tim Burton animation aesthetic with non-symmetrical, twisted, and leaning forms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, starless sky with water cascading from the tops of the structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water bioluminescent turquoise, forming dense streams that seep from the stone and break into glowing droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, wide-angle view that slowly pans forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903240621089935 + ], + "opposite_logprob_tokens": [ + -2.5790324211120605 + ], + "logprob_reward": -0.07903240621089935, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903240621089935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1096130833029747, + 0.06523570418357849, + 0.04639361798763275, + 0.29818251729011536, + 0.07966639846563339, + 0.07783293724060059, + 0.02228362299501896, + 0.2190573811531067, + 0.03834099695086479, + 0.04339373856782913 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.07903240621089935 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_12/index_tensor([92, 92])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_12/index_tensor([92, 92])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c644951a709431b12b28c3286a6455e53add88e2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_12/index_tensor([92, 92])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, overhead medium shot, the camera panning rapidly to the right as the action unfolds, captures the central moment of a violent confrontation. A man in a well-tailored, dark navy three-piece suit, the wool gleaming subtly in the light, his crisp white French-cuffed shirt and silver-gray silk tie slightly disheveled by the intense movement. His meticulously combed dark brown hair, a few strands scattered across his forehead, reveals a sharp, defined face. He grits his teeth, his eyes sharp and focused. He leans forward, decisively and with the weight of his shoulders and body, slams into his opponent's chest. The other man, wearing a simple black turtleneck sweater, loses his balance under the sudden and immense impact. A look of shock and pain mingles across his face. His arms reach out to steady himself, his feet scraping harshly against the highly polished, off-white marble floor, which reflects a blurry figure, as he stumbles back. All this takes place in the grand lobby of a luxurious hotel. A massive crystal chandelier hangs overhead, casting countless sharp, flickering specks of light, creating a fluid flow of light and shadow across the two men's rapidly moving bodies, with elongated, dynamic shadows dancing wildly across the floor. In the background, towering indoor palm trees, gilded columns, and a curved marble staircase leading to the second floor create a magnificent backdrop. The entire scene creates a striking dramatic contrast between the luxurious and elegant environment and the raw violence of the conflict, creating an atmosphere of tension, chaos, and adrenaline.", + "seed": 28630, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_12/index_92_seed_28630_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.32268170565366744, + "vlm_logprob": -0.32268170565366744, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.32268170565366744, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3151236772537231 + ], + "opposite_logprob_tokens": [ + -0.31512367725372314 + ], + "logprob_reward": -1.3151236772537231, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3151236772537231, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04162291809916496, + 0.1441155970096588, + 0.09073235094547272, + 0.40047580003738403, + 0.04172533378005028, + 0.008955507539212704, + 0.044377390295267105, + 0.17496207356452942, + 0.03190704435110092, + 0.02112594246864319 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -1.3151236772537231 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06214877590537071 + ], + "opposite_logprob_tokens": [ + -2.8121488094329834 + ], + "logprob_reward": -0.06214877590537071, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06214877590537071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03541941940784454, + 0.11107187718153, + 0.06251764297485352, + 0.06703928112983704, + 0.02159460261464119, + 0.023874513804912567, + 0.016648614779114723, + 0.5571496486663818, + 0.0712832659482956, + 0.03340119495987892 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.06214877590537071 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991355061531067 + ], + "opposite_logprob_tokens": [ + -1.8049135208129883 + ], + "logprob_reward": -0.17991355061531067, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991355061531067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032263461500406265, + 0.08103317022323608, + 0.06553243100643158, + 0.20972029864788055, + 0.11217064410448074, + 0.025167543441057205, + 0.1155550554394722, + 0.26671159267425537, + 0.032354362308979034, + 0.05949142947793007 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.17991355061531067 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029836272820830345 + ], + "opposite_logprob_tokens": [ + -3.5298361778259277 + ], + "logprob_reward": -0.029836272820830345, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029836272820830345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049687836319208145, + 0.1274951845407486, + 0.038873426616191864, + 0.23411978781223297, + 0.02144787460565567, + 0.01235185842961073, + 0.03588816523551941, + 0.16014464199543, + 0.15376423299312592, + 0.16622695326805115 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.029836272820830345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638625167310238 + ], + "opposite_logprob_tokens": [ + -3.651386260986328 + ], + "logprob_reward": -0.02638625167310238, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638625167310238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05829262360930443, + 0.07880260050296783, + 0.06625604629516602, + 0.020730480551719666, + 0.02265404537320137, + 0.03140581026673317, + 0.09295552223920822, + 0.4896140694618225, + 0.10438652336597443, + 0.034902218729257584 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.02638625167310238 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, overhead medium shot, the camera panning rapidly to the right as the action unfolds, captures the central moment of a violent confrontation. A man in a well-tailored, dark navy three-piece suit, the wool gleaming subtly in the light, his crisp white French-cuffed shirt and silver-gray silk tie slightly disheveled by the intense movement. His meticulously combed dark brown hair, a few strands scattered across his forehead, reveals a sharp, defined face. He grits his teeth, his eyes sharp and focused. He leans forward, decisively and with the weight of his shoulders and body, slams into his opponent's chest. The other man, wearing a simple black turtleneck sweater, loses his balance under the sudden and immense impact. A look of shock and pain mingles across his face. His arms reach out to steady himself, his feet scraping harshly against the highly polished, off-white marble floor, which reflects a blurry figure, as he stumbles back. All this takes place in the grand lobby of a luxurious hotel. A massive crystal chandelier hangs overhead, casting countless sharp, flickering specks of light, creating a fluid flow of light and shadow across the two men's rapidly moving bodies, with elongated, dynamic shadows dancing wildly across the floor. In the background, towering indoor palm trees, gilded columns, and a curved marble staircase leading to the second floor create a magnificent backdrop. The entire scene creates a striking dramatic contrast between the luxurious and elegant environment and the raw violence of the conflict, creating an atmosphere of tension, chaos, and adrenaline.", + "seed": 28631, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_12/index_92_seed_28631_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.41545191667973996, + "vlm_logprob": -0.41545191667973996, + "vlm_yes_no_margin": 1.85, + "vlm_token_credit": -0.41545191667973996, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7031235694885254 + ], + "opposite_logprob_tokens": [ + -0.20312359929084778 + ], + "logprob_reward": -1.7031235694885254, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7031235694885254, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11019489914178848, + 0.13910958170890808, + 0.07522714883089066, + 0.36552077531814575, + 0.0606980137526989, + 0.05181034281849861, + 0.06164976954460144, + 0.04230206459760666, + 0.055104389786720276, + 0.03838305175304413 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -1.7031235694885254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1605585813522339 + ], + "opposite_logprob_tokens": [ + -1.9105585813522339 + ], + "logprob_reward": -0.1605585813522339, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1605585813522339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16584697365760803, + 0.1348889172077179, + 0.07782497256994247, + 0.17403927445411682, + 0.05251902714371681, + 0.09561990201473236, + 0.10416671633720398, + 0.1004653126001358, + 0.035750821232795715, + 0.05887813866138458 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.1605585813522339 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041380167007446 + ], + "opposite_logprob_tokens": [ + -1.9104137420654297 + ], + "logprob_reward": -0.16041380167007446, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041380167007446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18586717545986176, + 0.2574821412563324, + 0.05337436869740486, + 0.17005880177021027, + 0.04840335622429848, + 0.04150085896253586, + 0.06190028786659241, + 0.04077478125691414, + 0.081553615629673, + 0.05908467620611191 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.16041380167007446 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023314977064728737 + ], + "opposite_logprob_tokens": [ + -3.773314952850342 + ], + "logprob_reward": -0.023314977064728737, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023314977064728737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12230411171913147, + 0.0366092249751091, + 0.09337099641561508, + 0.16381357610225677, + 0.1091398075222969, + 0.04228788986802101, + 0.07281125336885452, + 0.15854986011981964, + 0.15552808344364166, + 0.04558523744344711 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.023314977064728737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029848653823137283 + ], + "opposite_logprob_tokens": [ + -3.529848575592041 + ], + "logprob_reward": -0.029848653823137283, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029848653823137283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22114749252796173, + 0.09080088883638382, + 0.05403699353337288, + 0.07983475923538208, + 0.052225325256586075, + 0.038551270961761475, + 0.05458893999457359, + 0.0555679015815258, + 0.08784577250480652, + 0.2654007375240326 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.029848653823137283 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, overhead medium shot, the camera panning rapidly to the right as the action unfolds, captures the central moment of a violent confrontation. A man in a well-tailored, dark navy three-piece suit, the wool gleaming subtly in the light, his crisp white French-cuffed shirt and silver-gray silk tie slightly disheveled by the intense movement. His meticulously combed dark brown hair, a few strands scattered across his forehead, reveals a sharp, defined face. He grits his teeth, his eyes sharp and focused. He leans forward, decisively and with the weight of his shoulders and body, slams into his opponent's chest. The other man, wearing a simple black turtleneck sweater, loses his balance under the sudden and immense impact. A look of shock and pain mingles across his face. His arms reach out to steady himself, his feet scraping harshly against the highly polished, off-white marble floor, which reflects a blurry figure, as he stumbles back. All this takes place in the grand lobby of a luxurious hotel. A massive crystal chandelier hangs overhead, casting countless sharp, flickering specks of light, creating a fluid flow of light and shadow across the two men's rapidly moving bodies, with elongated, dynamic shadows dancing wildly across the floor. In the background, towering indoor palm trees, gilded columns, and a curved marble staircase leading to the second floor create a magnificent backdrop. The entire scene creates a striking dramatic contrast between the luxurious and elegant environment and the raw violence of the conflict, creating an atmosphere of tension, chaos, and adrenaline.", + "seed": 28632, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_12/index_92_seed_28632_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20773333236575126, + "vlm_logprob": -0.20773333236575126, + "vlm_yes_no_margin": 1.925, + "vlm_token_credit": -0.20773333236575126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5256580114364624 + ], + "opposite_logprob_tokens": [ + -0.9006580114364624 + ], + "logprob_reward": -0.5256580114364624, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5256580114364624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12750425934791565, + 0.08596337586641312, + 0.08219274133443832, + 0.06937718391418457, + 0.18586857616901398, + 0.053235139697790146, + 0.05405609682202339, + 0.2352253645658493, + 0.06972365826368332, + 0.036853592842817307 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.5256580114364624 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14291030168533325 + ], + "opposite_logprob_tokens": [ + -2.0179102420806885 + ], + "logprob_reward": -0.14291030168533325, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14291030168533325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16567261517047882, + 0.06360417604446411, + 0.07109799981117249, + 0.06418702751398087, + 0.08590208739042282, + 0.03927728161215782, + 0.05162736400961876, + 0.2943156361579895, + 0.13664104044437408, + 0.027674764394760132 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.14291030168533325 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813527584075928 + ], + "opposite_logprob_tokens": [ + -1.4063527584075928 + ], + "logprob_reward": -0.2813527584075928, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813527584075928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10014138370752335, + 0.11625149846076965, + 0.060716401785612106, + 0.1813921332359314, + 0.07490461319684982, + 0.05205434933304787, + 0.10341080278158188, + 0.07149861752986908, + 0.18329866230487823, + 0.05633147060871124 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.2813527584075928 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05501026287674904 + ], + "opposite_logprob_tokens": [ + -2.9300103187561035 + ], + "logprob_reward": -0.05501026287674904, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05501026287674904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12003921717405319, + 0.028997264802455902, + 0.023023368790745735, + 0.05075663700699806, + 0.15221333503723145, + 0.09763094037771225, + 0.03413458168506622, + 0.34028223156929016, + 0.12036723643541336, + 0.0325552299618721 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.05501026287674904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033735327422618866 + ], + "opposite_logprob_tokens": [ + -3.4087352752685547 + ], + "logprob_reward": -0.033735327422618866, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033735327422618866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1134628877043724, + 0.061831168830394745, + 0.033587150275707245, + 0.08229147642850876, + 0.12065642327070236, + 0.06366609036922455, + 0.035296425223350525, + 0.34075671434402466, + 0.09738227725028992, + 0.051069434732198715 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.033735327422618866 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, overhead medium shot, the camera panning rapidly to the right as the action unfolds, captures the central moment of a violent confrontation. A man in a well-tailored, dark navy three-piece suit, the wool gleaming subtly in the light, his crisp white French-cuffed shirt and silver-gray silk tie slightly disheveled by the intense movement. His meticulously combed dark brown hair, a few strands scattered across his forehead, reveals a sharp, defined face. He grits his teeth, his eyes sharp and focused. He leans forward, decisively and with the weight of his shoulders and body, slams into his opponent's chest. The other man, wearing a simple black turtleneck sweater, loses his balance under the sudden and immense impact. A look of shock and pain mingles across his face. His arms reach out to steady himself, his feet scraping harshly against the highly polished, off-white marble floor, which reflects a blurry figure, as he stumbles back. All this takes place in the grand lobby of a luxurious hotel. A massive crystal chandelier hangs overhead, casting countless sharp, flickering specks of light, creating a fluid flow of light and shadow across the two men's rapidly moving bodies, with elongated, dynamic shadows dancing wildly across the floor. In the background, towering indoor palm trees, gilded columns, and a curved marble staircase leading to the second floor create a magnificent backdrop. The entire scene creates a striking dramatic contrast between the luxurious and elegant environment and the raw violence of the conflict, creating an atmosphere of tension, chaos, and adrenaline.", + "seed": 28633, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_12/index_92_seed_28633_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.26402156203985216, + "vlm_logprob": -0.26402156203985216, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.26402156203985216, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0559459924697876 + ], + "opposite_logprob_tokens": [ + -0.43094602227211 + ], + "logprob_reward": -1.0559459924697876, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0559459924697876, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09888690710067749, + 0.112368144094944, + 0.09991494566202164, + 0.21626783907413483, + 0.07518889755010605, + 0.022522417828440666, + 0.05398585647344589, + 0.03589946776628494, + 0.02710857056081295, + 0.25785696506500244 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -1.0559459924697876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10040639340877533 + ], + "opposite_logprob_tokens": [ + -2.3504064083099365 + ], + "logprob_reward": -0.10040639340877533, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10040639340877533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11221853643655777, + 0.16472169756889343, + 0.03212321922183037, + 0.06507861614227295, + 0.09529338032007217, + 0.02386818639934063, + 0.04587592929601669, + 0.023628367111086845, + 0.01588430255651474, + 0.4213077127933502 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.10040639340877533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706181406974792 + ], + "opposite_logprob_tokens": [ + -2.1270618438720703 + ], + "logprob_reward": -0.12706181406974792, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706181406974792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05799572542309761, + 0.0739356279373169, + 0.043485984206199646, + 0.20322835445404053, + 0.1314142793416977, + 0.04825107753276825, + 0.041630297899246216, + 0.021241648122668266, + 0.03441714867949486, + 0.3443998694419861 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.12706181406974792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085494309663773 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085494309663773, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085494309663773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0733179971575737, + 0.1962399184703827, + 0.01857542246580124, + 0.17435824871063232, + 0.11007072031497955, + 0.0337458997964859, + 0.18057185411453247, + 0.08433889597654343, + 0.05775107815861702, + 0.07102998346090317 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.016085494309663773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot that pans rapidly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character wearing a dark navy three-piece suit with a white French-cuffed shirt and a silver-gray silk tie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the main character slam into the opponent's chest, causing the opponent to lose balance and stumble back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a grand hotel lobby featuring off-white marble floors, a massive crystal chandelier, and towering indoor palm trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the opponent's feet scrape against the highly polished floor while he stumbles back?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020608115941286087 + ], + "opposite_logprob_tokens": [ + -3.8956081867218018 + ], + "logprob_reward": -0.020608115941286087, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020608115941286087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08318962901830673, + 0.20120741426944733, + 0.03908330947160721, + 0.09579929709434509, + 0.06002481281757355, + 0.022509705275297165, + 0.05719685181975365, + 0.04153040796518326, + 0.04289994761347771, + 0.356558620929718 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.020608115941286087 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_13/index_tensor([4428, 4428])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_13/index_tensor([4428, 4428])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9758ea2d2b23bd4f918f3da4ebecba022c285fa0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_13/index_tensor([4428, 4428])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, at eye level, captures Yotsuha Miyamizu, a young woman with nearly black hair neatly tied into two low braids, resting lightly on her shoulders, standing still. Clad in a simple light blue sweater, her profile softly illuminated by a warm, dusky light, her expression a blend of serene contemplation and quiet awe. The camera then begins a slow, deliberate pan, following her gaze from the vibrant horizon to the sky, a breathtaking canvas of fiery orange, deep fuchsia, and soft violet clouds streaking across a deepening expanse of indigo. As her gaze drifts downward, the camera smoothly tilts to follow, revealing the familiar scenery of her rural town in the valley below. Traditional houses with dark tiled roofs and neatly arranged small rice paddies are bathed in the day's final golden light, casting long, dramatic shadows between the buildings. The entire scene is imbued with the rich, warm colors of a magical moment, creating an atmosphere of profound tranquility and significance, capturing the feeling of day turning to night and a fleeting moment of deep personal reflection.", + "seed": 6544, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_13/index_4428_seed_6544_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06970228012651206, + "vlm_logprob": -0.06970228012651206, + "vlm_yes_no_margin": 3.2749999523162843, + "vlm_token_credit": -0.06970228012651206, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16057950258255005 + ], + "opposite_logprob_tokens": [ + -1.9105794429779053 + ], + "logprob_reward": -0.16057950258255005, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16057950258255005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21686142683029175, + 0.05330517515540123, + 0.03814610093832016, + 0.020037883892655373, + 0.05793539062142372, + 0.15621499717235565, + 0.09411312639713287, + 0.054478395730257034, + 0.16277964413166046, + 0.146127849817276 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.16057950258255005 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818917691707611 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.01818917691707611, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818917691707611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19637520611286163, + 0.054055605083703995, + 0.0694255381822586, + 0.05201857164502144, + 0.04852251335978508, + 0.23060652613639832, + 0.05212889984250069, + 0.06195620074868202, + 0.10791953653097153, + 0.12699143588542938 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.01818917691707611 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636845551431179 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636845551431179, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636845551431179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12844231724739075, + 0.08415209501981735, + 0.12989573180675507, + 0.040920358151197433, + 0.045592859387397766, + 0.2063276171684265, + 0.09904066473245621, + 0.043366532772779465, + 0.1391848921775818, + 0.08307694643735886 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.004636845551431179 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038097184151411057 + ], + "opposite_logprob_tokens": [ + -3.2880971431732178 + ], + "logprob_reward": -0.038097184151411057, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038097184151411057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060151610523462296, + 0.02539266273379326, + 0.026372253894805908, + 0.02937336266040802, + 0.021182440221309662, + 0.15302594006061554, + 0.0925852507352829, + 0.03781014680862427, + 0.3461323380470276, + 0.207973912358284 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.038097184151411057 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12700869143009186 + ], + "opposite_logprob_tokens": [ + -2.1270086765289307 + ], + "logprob_reward": -0.12700869143009186, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12700869143009186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048190098255872726, + 0.03178543597459793, + 0.024411283433437347, + 0.026705048978328705, + 0.02903461828827858, + 0.31114938855171204, + 0.1518692672252655, + 0.03925143927335739, + 0.19326052069664001, + 0.14434289932250977 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.12700869143009186 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, captures Yotsuha Miyamizu, a young woman with nearly black hair neatly tied into two low braids, resting lightly on her shoulders, standing still. Clad in a simple light blue sweater, her profile softly illuminated by a warm, dusky light, her expression a blend of serene contemplation and quiet awe. The camera then begins a slow, deliberate pan, following her gaze from the vibrant horizon to the sky, a breathtaking canvas of fiery orange, deep fuchsia, and soft violet clouds streaking across a deepening expanse of indigo. As her gaze drifts downward, the camera smoothly tilts to follow, revealing the familiar scenery of her rural town in the valley below. Traditional houses with dark tiled roofs and neatly arranged small rice paddies are bathed in the day's final golden light, casting long, dramatic shadows between the buildings. The entire scene is imbued with the rich, warm colors of a magical moment, creating an atmosphere of profound tranquility and significance, capturing the feeling of day turning to night and a fleeting moment of deep personal reflection.", + "seed": 6545, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_13/index_4428_seed_6545_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.043246826902031896, + "vlm_logprob": -0.043246826902031896, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.043246826902031896, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0622529573738575 + ], + "opposite_logprob_tokens": [ + -2.812252998352051 + ], + "logprob_reward": -0.0622529573738575, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0622529573738575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.276838093996048, + 0.11183734238147736, + 0.0650414302945137, + 0.08830748498439789, + 0.1158725917339325, + 0.019758375361561775, + 0.04818204790353775, + 0.06189802661538124, + 0.1600107103586197, + 0.05225391313433647 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0622529573738575 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284463211894035 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284463211894035, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284463211894035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4323808252811432, + 0.22251355648040771, + 0.06352075934410095, + 0.03321089223027229, + 0.016755908727645874, + 0.005607465747743845, + 0.02111213468015194, + 0.022267773747444153, + 0.06327317655086517, + 0.11935748904943466 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.023284463211894035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613848239183426 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.003613848239183426, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613848239183426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17134754359722137, + 0.45277905464172363, + 0.0992327556014061, + 0.02105536498129368, + 0.02287115529179573, + 0.025005126371979713, + 0.03174329549074173, + 0.0350966714322567, + 0.10332518815994263, + 0.03754378482699394 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.003613848239183426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038088005036115646 + ], + "opposite_logprob_tokens": [ + -3.288088083267212 + ], + "logprob_reward": -0.038088005036115646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038088005036115646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19556020200252533, + 0.2528175711631775, + 0.029427949339151382, + 0.02457624115049839, + 0.03398198261857033, + 0.012581556104123592, + 0.030280113220214844, + 0.08464912325143814, + 0.28805890679359436, + 0.04806628078222275 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.038088005036115646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08899486064910889 + ], + "opposite_logprob_tokens": [ + -2.4639949798583984 + ], + "logprob_reward": -0.08899486064910889, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08899486064910889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3293670415878296, + 0.17493417859077454, + 0.03941338509321213, + 0.035802800208330154, + 0.028364142403006554, + 0.016971157863736153, + 0.03174804523587227, + 0.03564776852726936, + 0.2526707649230957, + 0.05508071929216385 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.08899486064910889 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, captures Yotsuha Miyamizu, a young woman with nearly black hair neatly tied into two low braids, resting lightly on her shoulders, standing still. Clad in a simple light blue sweater, her profile softly illuminated by a warm, dusky light, her expression a blend of serene contemplation and quiet awe. The camera then begins a slow, deliberate pan, following her gaze from the vibrant horizon to the sky, a breathtaking canvas of fiery orange, deep fuchsia, and soft violet clouds streaking across a deepening expanse of indigo. As her gaze drifts downward, the camera smoothly tilts to follow, revealing the familiar scenery of her rural town in the valley below. Traditional houses with dark tiled roofs and neatly arranged small rice paddies are bathed in the day's final golden light, casting long, dramatic shadows between the buildings. The entire scene is imbued with the rich, warm colors of a magical moment, creating an atmosphere of profound tranquility and significance, capturing the feeling of day turning to night and a fleeting moment of deep personal reflection.", + "seed": 6546, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_13/index_4428_seed_6546_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.034344170894473794, + "vlm_logprob": -0.034344170894473794, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.034344170894473794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11338456720113754 + ], + "opposite_logprob_tokens": [ + -2.238384485244751 + ], + "logprob_reward": -0.11338456720113754, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11338456720113754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08119697868824005, + 0.2768741846084595, + 0.09902235120534897, + 0.04069126769900322, + 0.4063948094844818, + 0.053741853684186935, + 0.01345758605748415, + 0.011381489224731922, + 0.00840467493981123, + 0.008834825828671455 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.11338456720113754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199766330420971 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199766330420971, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199766330420971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05285371094942093, + 0.21611914038658142, + 0.0703410655260086, + 0.038844477385282516, + 0.5005188584327698, + 0.04300450161099434, + 0.049651701003313065, + 0.013067753054201603, + 0.007618280593305826, + 0.007980529218912125 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.014199766330420971 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006736662704497576 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.006736662704497576, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006736662704497576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033531103283166885, + 0.7641102075576782, + 0.029691917821764946, + 0.018609553575515747, + 0.0542425699532032, + 0.013910042122006416, + 0.01586442068219185, + 0.03156749904155731, + 0.02427533082664013, + 0.01419729646295309 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.006736662704497576 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107061468064785 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.01107061468064785, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107061468064785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07877861708402634, + 0.13410337269306183, + 0.07167371362447739, + 0.03406600281596184, + 0.27668049931526184, + 0.040084101259708405, + 0.13193051517009735, + 0.09968962520360947, + 0.044720038771629333, + 0.08827351778745651 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.01107061468064785 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026329243555665016 + ], + "opposite_logprob_tokens": [ + -3.651329278945923 + ], + "logprob_reward": -0.026329243555665016, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026329243555665016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.021907873451709747, + 0.3919670879840851, + 0.04601847380399704, + 0.030900761485099792, + 0.3279501795768738, + 0.03332895040512085, + 0.06533463299274445, + 0.05190936103463173, + 0.008843121118843555, + 0.021839579567313194 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.026329243555665016 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, at eye level, captures Yotsuha Miyamizu, a young woman with nearly black hair neatly tied into two low braids, resting lightly on her shoulders, standing still. Clad in a simple light blue sweater, her profile softly illuminated by a warm, dusky light, her expression a blend of serene contemplation and quiet awe. The camera then begins a slow, deliberate pan, following her gaze from the vibrant horizon to the sky, a breathtaking canvas of fiery orange, deep fuchsia, and soft violet clouds streaking across a deepening expanse of indigo. As her gaze drifts downward, the camera smoothly tilts to follow, revealing the familiar scenery of her rural town in the valley below. Traditional houses with dark tiled roofs and neatly arranged small rice paddies are bathed in the day's final golden light, casting long, dramatic shadows between the buildings. The entire scene is imbued with the rich, warm colors of a magical moment, creating an atmosphere of profound tranquility and significance, capturing the feeling of day turning to night and a fleeting moment of deep personal reflection.", + "seed": 6547, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_13/index_4428_seed_6547_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023111115861684083, + "vlm_logprob": -0.023111115861684083, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.023111115861684083, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04915233701467514 + ], + "opposite_logprob_tokens": [ + -3.049152374267578 + ], + "logprob_reward": -0.04915233701467514, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04915233701467514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21585245430469513, + 0.10388252139091492, + 0.12385326623916626, + 0.058620139956474304, + 0.06384037435054779, + 0.061035484075546265, + 0.09545542299747467, + 0.05241946503520012, + 0.15747594833374023, + 0.06756491959095001 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.04915233701467514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978719163686037 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.00978719163686037, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978719163686037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2683974802494049, + 0.24555695056915283, + 0.1152685135602951, + 0.042477283626794815, + 0.05179530382156372, + 0.057200849056243896, + 0.04499717056751251, + 0.07020720839500427, + 0.029572904109954834, + 0.07452631741762161 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00978719163686037 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630132604390383 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630132604390383, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630132604390383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12809859216213226, + 0.07445947825908661, + 0.07457786798477173, + 0.04382140189409256, + 0.0864601656794548, + 0.06909041106700897, + 0.05398242548108101, + 0.1353929191827774, + 0.16602574288845062, + 0.1680910587310791 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.007630132604390383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944785661995411 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944785661995411, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944785661995411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12873812019824982, + 0.045019250363111496, + 0.03771675378084183, + 0.03157585486769676, + 0.026148304343223572, + 0.0881633311510086, + 0.08913500607013702, + 0.12130246311426163, + 0.2312004715204239, + 0.20100046694278717 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.005944785661995411 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young woman with nearly black hair tied into two low braids resting on her shoulders?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a simple light blue sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sky display a gradient of fiery orange, deep fuchsia, and soft violet clouds against an indigo background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are traditional houses with dark tiled roofs and small rice paddies visible in the valley below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow pan following the gaze from the horizon to the sky, followed by a smooth tilt downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043041132390499115 + ], + "opposite_logprob_tokens": [ + -3.168041229248047 + ], + "logprob_reward": -0.043041132390499115, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043041132390499115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08689311146736145, + 0.06420111656188965, + 0.06628038734197617, + 0.06168844550848007, + 0.05296033248305321, + 0.06241665780544281, + 0.1321585476398468, + 0.07779792696237564, + 0.17850784957408905, + 0.21709559857845306 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.043041132390499115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_14/index_tensor([7698, 7698])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_14/index_tensor([7698, 7698])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8f8be1702de77edf5feae9389fa450514279ad9f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_14/index_tensor([7698, 7698])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle, tracking shot follows two massive salmon as they engage in an epic clash amidst a turbulent, deep indigo current. Their bodies, muscular and defined by Trigger's signature sharp, hard lines, one blazing crimson, the other gleaming metallic silver-green. They swirl and collide between the churning white-foaming current and the sharp, dark rocks. Each violent collision not only creates geometric, crystal-sharp explosions of water, but also radiates dazzling, circuit-like beams of cyan and magenta energy, instantly illuminating the murky underwater world. The action is captivating, with exaggerated movement, each twist and flick of the fish imbued with tension and sheer power. The image quality is impeccable, with every frame rendered in crisp, vibrant color and vibrant saturation, perfectly capturing the iconic, high-energy anime visual style.", + "seed": 9758, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_14/index_7698_seed_9758_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.007091163797304035, + "vlm_logprob": -0.007091163797304035, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.007091163797304035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0184121523052454 + ], + "opposite_logprob_tokens": [ + -4.018412113189697 + ], + "logprob_reward": -0.0184121523052454, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0184121523052454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14230085909366608, + 0.13177408277988434, + 0.1053876280784607, + 0.08570302277803421, + 0.10119829326868057, + 0.12254688143730164, + 0.03574839234352112, + 0.033964838832616806, + 0.10729841142892838, + 0.1340775042772293 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0184121523052454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007644092198461294 + ], + "opposite_logprob_tokens": [ + -4.882644176483154 + ], + "logprob_reward": -0.007644092198461294, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007644092198461294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07316569983959198, + 0.1140676811337471, + 0.08940153568983078, + 0.08865928649902344, + 0.05721573531627655, + 0.06518100202083588, + 0.10972476750612259, + 0.06056471914052963, + 0.05358505994081497, + 0.2884345054626465 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.007644092198461294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002822702983394265 + ], + "opposite_logprob_tokens": [ + -5.8778228759765625 + ], + "logprob_reward": -0.002822702983394265, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002822702983394265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14486801624298096, + 0.0679057389497757, + 0.06400711089372635, + 0.16581028699874878, + 0.12856490910053253, + 0.05254385992884636, + 0.0494101457297802, + 0.06179220974445343, + 0.10408476740121841, + 0.16101297736167908 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.002822702983394265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024880189448595047 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024880189448595047, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024880189448595047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12193130701780319, + 0.17250719666481018, + 0.054747324436903, + 0.07969372719526291, + 0.08927424997091293, + 0.13452734053134918, + 0.09672065079212189, + 0.07088197022676468, + 0.06061596795916557, + 0.11910023540258408 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.0024880189448595047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004088852554559708 + ], + "opposite_logprob_tokens": [ + -5.504088878631592 + ], + "logprob_reward": -0.004088852554559708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004088852554559708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13703621923923492, + 0.12110085040330887, + 0.1977454125881195, + 0.09265847504138947, + 0.08895270526409149, + 0.1269129514694214, + 0.04517422989010811, + 0.052946943789720535, + 0.04304537549614906, + 0.09442681074142456 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.004088852554559708 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle, tracking shot follows two massive salmon as they engage in an epic clash amidst a turbulent, deep indigo current. Their bodies, muscular and defined by Trigger's signature sharp, hard lines, one blazing crimson, the other gleaming metallic silver-green. They swirl and collide between the churning white-foaming current and the sharp, dark rocks. Each violent collision not only creates geometric, crystal-sharp explosions of water, but also radiates dazzling, circuit-like beams of cyan and magenta energy, instantly illuminating the murky underwater world. The action is captivating, with exaggerated movement, each twist and flick of the fish imbued with tension and sheer power. The image quality is impeccable, with every frame rendered in crisp, vibrant color and vibrant saturation, perfectly capturing the iconic, high-energy anime visual style.", + "seed": 9759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_14/index_7698_seed_9759_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.006526362267322838, + "vlm_logprob": -0.006526362267322838, + "vlm_yes_no_margin": 5.424999952316284, + "vlm_token_credit": -0.006526362267322838, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018381254747509956 + ], + "opposite_logprob_tokens": [ + -4.018381118774414 + ], + "logprob_reward": -0.018381254747509956, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018381254747509956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09069997817277908, + 0.10077717900276184, + 0.13487906754016876, + 0.0854402706027031, + 0.05252799391746521, + 0.12865251302719116, + 0.08179262280464172, + 0.049997713416814804, + 0.035515837371349335, + 0.23971688747406006 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.018381254747509956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961612798273563 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961612798273563, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961612798273563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10942903906106949, + 0.34726226329803467, + 0.11964403837919235, + 0.04955517128109932, + 0.047316987067461014, + 0.02193194255232811, + 0.04430624470114708, + 0.03822387754917145, + 0.024750014767050743, + 0.19758044183254242 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.005961612798273563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017174031818285584 + ], + "opposite_logprob_tokens": [ + -6.376717567443848 + ], + "logprob_reward": -0.0017174031818285584, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017174031818285584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04396655410528183, + 0.6594946980476379, + 0.05612281337380409, + 0.025561781600117683, + 0.011625383980572224, + 0.02290770784020424, + 0.07480766624212265, + 0.015793468803167343, + 0.009762401692569256, + 0.07995747774839401 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.0017174031818285584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019393223337829113 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019393223337829113, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019393223337829113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0939498171210289, + 0.3608996570110321, + 0.07489696145057678, + 0.060492269694805145, + 0.0411764457821846, + 0.04993824288249016, + 0.07941742241382599, + 0.07729489356279373, + 0.016327913850545883, + 0.1456063985824585 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0019393223337829113 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632218275219202 + ], + "opposite_logprob_tokens": [ + -5.379631996154785 + ], + "logprob_reward": -0.004632218275219202, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632218275219202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08090012520551682, + 0.5747230648994446, + 0.05743688717484474, + 0.03678104281425476, + 0.018303601071238518, + 0.03421357646584511, + 0.031201349571347237, + 0.017917903140187263, + 0.0139128677546978, + 0.1346096396446228 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.004632218275219202 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle, tracking shot follows two massive salmon as they engage in an epic clash amidst a turbulent, deep indigo current. Their bodies, muscular and defined by Trigger's signature sharp, hard lines, one blazing crimson, the other gleaming metallic silver-green. They swirl and collide between the churning white-foaming current and the sharp, dark rocks. Each violent collision not only creates geometric, crystal-sharp explosions of water, but also radiates dazzling, circuit-like beams of cyan and magenta energy, instantly illuminating the murky underwater world. The action is captivating, with exaggerated movement, each twist and flick of the fish imbued with tension and sheer power. The image quality is impeccable, with every frame rendered in crisp, vibrant color and vibrant saturation, perfectly capturing the iconic, high-energy anime visual style.", + "seed": 9760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_14/index_7698_seed_9760_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0027378325117751955, + "vlm_logprob": -0.0027378325117751955, + "vlm_yes_no_margin": 6.225, + "vlm_token_credit": -0.0027378325117751955, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00690739369019866 + ], + "opposite_logprob_tokens": [ + -5.0069074630737305 + ], + "logprob_reward": -0.00690739369019866, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00690739369019866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23837223649024963, + 0.06348836421966553, + 0.1399448812007904, + 0.054033976048231125, + 0.057105258107185364, + 0.15138591825962067, + 0.0717654824256897, + 0.0791935846209526, + 0.06930560618638992, + 0.07540466636419296 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.00690739369019866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002206393051892519 + ], + "opposite_logprob_tokens": [ + -6.127206325531006 + ], + "logprob_reward": -0.002206393051892519, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002206393051892519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17619648575782776, + 0.059928786009550095, + 0.17639531195163727, + 0.05824814736843109, + 0.03686791658401489, + 0.06869647651910782, + 0.06484337151050568, + 0.043670639395713806, + 0.1758408397436142, + 0.1393120288848877 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.002206393051892519 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000720956246368587 + ], + "opposite_logprob_tokens": [ + -7.250720977783203 + ], + "logprob_reward": -0.000720956246368587, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.000720956246368587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12169909477233887, + 0.11115190386772156, + 0.20783644914627075, + 0.029849454760551453, + 0.05164200812578201, + 0.09806632250547409, + 0.07717560231685638, + 0.03795184567570686, + 0.12234554439783096, + 0.14228181540966034 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.000720956246368587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010405131615698338 + ], + "opposite_logprob_tokens": [ + -6.876040458679199 + ], + "logprob_reward": -0.0010405131615698338, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010405131615698338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16553345322608948, + 0.0482628159224987, + 0.17308901250362396, + 0.05832139775156975, + 0.054847557097673416, + 0.21365588903427124, + 0.09006690233945847, + 0.07808053493499756, + 0.05867120251059532, + 0.059471286833286285 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.0010405131615698338 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028139064088463783 + ], + "opposite_logprob_tokens": [ + -5.877813816070557 + ], + "logprob_reward": -0.0028139064088463783, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028139064088463783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1607033759355545, + 0.05314596742391586, + 0.22845517098903656, + 0.029925532639026642, + 0.05867792293429375, + 0.13985055685043335, + 0.08938539028167725, + 0.08524344116449356, + 0.10589002072811127, + 0.04872261732816696 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0028139064088463783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle, tracking shot follows two massive salmon as they engage in an epic clash amidst a turbulent, deep indigo current. Their bodies, muscular and defined by Trigger's signature sharp, hard lines, one blazing crimson, the other gleaming metallic silver-green. They swirl and collide between the churning white-foaming current and the sharp, dark rocks. Each violent collision not only creates geometric, crystal-sharp explosions of water, but also radiates dazzling, circuit-like beams of cyan and magenta energy, instantly illuminating the murky underwater world. The action is captivating, with exaggerated movement, each twist and flick of the fish imbued with tension and sheer power. The image quality is impeccable, with every frame rendered in crisp, vibrant color and vibrant saturation, perfectly capturing the iconic, high-energy anime visual style.", + "seed": 9761, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_14/index_7698_seed_9761_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0074459137860685585, + "vlm_logprob": -0.0074459137860685585, + "vlm_yes_no_margin": 5.075, + "vlm_token_credit": -0.0074459137860685585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01619083061814308 + ], + "opposite_logprob_tokens": [ + -4.141191005706787 + ], + "logprob_reward": -0.01619083061814308, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01619083061814308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10600844770669937, + 0.07560592144727707, + 0.10396634787321091, + 0.03670097887516022, + 0.07538117468357086, + 0.2992813289165497, + 0.19545236229896545, + 0.0431172251701355, + 0.017594268545508385, + 0.046891920268535614 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.01619083061814308 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960072390735149 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005960072390735149, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960072390735149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26552268862724304, + 0.08346208930015564, + 0.10652951151132584, + 0.06967230886220932, + 0.02506338246166706, + 0.1278977245092392, + 0.1909966915845871, + 0.047021038830280304, + 0.02093622460961342, + 0.06289833039045334 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.005960072390735149 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641473293304443 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641473293304443, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641473293304443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11913000792264938, + 0.13940373063087463, + 0.07553588598966599, + 0.05034958943724632, + 0.19123037159442902, + 0.058160945773124695, + 0.1019233763217926, + 0.1216079443693161, + 0.04035041481256485, + 0.10230764001607895 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.004641473293304443 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002817115979269147 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.002817115979269147, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002817115979269147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09957181662321091, + 0.12428495287895203, + 0.11449291557073593, + 0.032949116080999374, + 0.1952035129070282, + 0.05279803276062012, + 0.19235599040985107, + 0.08636375516653061, + 0.040888287127017975, + 0.06109160557389259 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.002817115979269147 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two massive salmon visible engaging in a clash?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one salmon blazing crimson and the other gleaming metallic silver-green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the salmon swirl and collide between churning white-foaming current and sharp dark rocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the collisions create geometric crystal-sharp water explosions and radiate cyan and magenta energy beams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style consistent with an iconic high-energy anime aesthetic featuring sharp hard lines and vibrant saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007620076648890972 + ], + "opposite_logprob_tokens": [ + -4.882619857788086 + ], + "logprob_reward": -0.007620076648890972, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007620076648890972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12199849635362625, + 0.047969523817300797, + 0.03580170497298241, + 0.07445333153009415, + 0.20971395075321198, + 0.2459849864244461, + 0.0785958468914032, + 0.059540946036577225, + 0.035371143370866776, + 0.09057006239891052 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.007620076648890972 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_15/index_tensor([7655, 7655])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_15/index_tensor([7655, 7655])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e4aac2a1ddce27899450ec131c8ce18764cfbe15 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_15/index_tensor([7655, 7655])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot focuses with macro-level precision on a pristine, untouched ruby-red lipstick bullet, standing vertically against a stark matte black backdrop. The scene is illuminated by a single, sharp studio light, making the lipstick's perfect satin sheen shimmer and sculpting its tip into sharp, angular perfection. As the lipstick begins to bubble, the action begins; its rigid, sculpted shape visibly descends, its top deliberately tilting to one side, as if succumbing to an invisible heat. From the highest point of this newly formed curve, a thick droplet of ultra-glossy crimson liquid emerges, expanding with the trapped light. This droplet then begins a slow, viscous descent down the side of the solid ruby bullet, its syrupy motion tracing a shimmering, damp path that contrasts sharply with the surrounding untouched satin texture, creating a focused and dramatic atmosphere of beautiful, elegant decay.", + "seed": 14521, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_15/index_7655_seed_14521_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.022004858683794738, + "vlm_logprob": -0.022004858683794738, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.022004858683794738, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018284810706973076 + ], + "opposite_logprob_tokens": [ + -4.268284797668457 + ], + "logprob_reward": -0.018284810706973076, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.018284810706973076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20094381272792816, + 0.1027674600481987, + 0.0750214233994484, + 0.03581172600388527, + 0.29612165689468384, + 0.061687350273132324, + 0.03284648805856705, + 0.04061871021986008, + 0.06028643622994423, + 0.09389495104551315 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.018284810706973076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798321425914764 + ], + "opposite_logprob_tokens": [ + -3.5297982692718506 + ], + "logprob_reward": -0.029798321425914764, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798321425914764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6047126650810242, + 0.1321730762720108, + 0.03549829497933388, + 0.039186667650938034, + 0.04919593408703804, + 0.0550805889070034, + 0.029278403148055077, + 0.01658838428556919, + 0.02427958883345127, + 0.014006329700350761 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.029798321425914764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048666246235370636 + ], + "opposite_logprob_tokens": [ + -3.04866623878479 + ], + "logprob_reward": -0.048666246235370636, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048666246235370636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40418705344200134, + 0.09082893282175064, + 0.05607076734304428, + 0.02459658682346344, + 0.1665583699941635, + 0.05138455703854561, + 0.05430421978235245, + 0.07373455911874771, + 0.03640251234173775, + 0.04193246364593506 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.048666246235370636 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078632436692715 + ], + "opposite_logprob_tokens": [ + -4.511078834533691 + ], + "logprob_reward": -0.011078632436692715, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078632436692715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3304521143436432, + 0.1808500587940216, + 0.03474675863981247, + 0.131135955452919, + 0.02676498331129551, + 0.08699485659599304, + 0.02781166508793831, + 0.05570588260889053, + 0.0682292953133583, + 0.05730849504470825 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.011078632436692715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021962826140224934 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.0021962826140224934, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021962826140224934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.131914421916008, + 0.12325393408536911, + 0.2470228672027588, + 0.01327740028500557, + 0.23670880496501923, + 0.05051815137267113, + 0.04547664895653725, + 0.05891557037830353, + 0.05479377508163452, + 0.0381183996796608 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.0021962826140224934 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot focuses with macro-level precision on a pristine, untouched ruby-red lipstick bullet, standing vertically against a stark matte black backdrop. The scene is illuminated by a single, sharp studio light, making the lipstick's perfect satin sheen shimmer and sculpting its tip into sharp, angular perfection. As the lipstick begins to bubble, the action begins; its rigid, sculpted shape visibly descends, its top deliberately tilting to one side, as if succumbing to an invisible heat. From the highest point of this newly formed curve, a thick droplet of ultra-glossy crimson liquid emerges, expanding with the trapped light. This droplet then begins a slow, viscous descent down the side of the solid ruby bullet, its syrupy motion tracing a shimmering, damp path that contrasts sharply with the surrounding untouched satin texture, creating a focused and dramatic atmosphere of beautiful, elegant decay.", + "seed": 14522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_15/index_7655_seed_14522_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07768004182726145, + "vlm_logprob": -0.07768004182726145, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.07768004182726145, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22830428183078766 + ], + "opposite_logprob_tokens": [ + -1.6033042669296265 + ], + "logprob_reward": -0.22830428183078766, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22830428183078766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31503331661224365, + 0.13225817680358887, + 0.15728744864463806, + 0.053400326520204544, + 0.07472970336675644, + 0.053944483399391174, + 0.05207296833395958, + 0.02556983195245266, + 0.09364363551139832, + 0.04206016659736633 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.22830428183078766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198074772953987 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.018198074772953987, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198074772953987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2238679826259613, + 0.2848541736602783, + 0.12429672479629517, + 0.061187226325273514, + 0.0526055246591568, + 0.10769004374742508, + 0.0273990910500288, + 0.029212908819317818, + 0.030685819685459137, + 0.05820043757557869 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018198074772953987 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043073903769254684 + ], + "opposite_logprob_tokens": [ + -3.168073892593384 + ], + "logprob_reward": -0.043073903769254684, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043073903769254684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10933579504489899, + 0.08806773275136948, + 0.28451624512672424, + 0.09643217921257019, + 0.043250612914562225, + 0.0977189838886261, + 0.09692243486642838, + 0.025667361915111542, + 0.048460617661476135, + 0.10962801426649094 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.043073903769254684 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904218673706055 + ], + "opposite_logprob_tokens": [ + -2.4640421867370605 + ], + "logprob_reward": -0.08904218673706055, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904218673706055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1254759430885315, + 0.10962212830781937, + 0.14776401221752167, + 0.04657244309782982, + 0.02921980246901512, + 0.04989989101886749, + 0.1184559315443039, + 0.07862237095832825, + 0.11243880540132523, + 0.1819286346435547 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.08904218673706055 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781762026250362 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781762026250362, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781762026250362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1256386637687683, + 0.16125187277793884, + 0.18217790126800537, + 0.07037403434515, + 0.050108034163713455, + 0.050274528563022614, + 0.08343660831451416, + 0.08072684705257416, + 0.06430957466363907, + 0.1317019909620285 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.009781762026250362 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot focuses with macro-level precision on a pristine, untouched ruby-red lipstick bullet, standing vertically against a stark matte black backdrop. The scene is illuminated by a single, sharp studio light, making the lipstick's perfect satin sheen shimmer and sculpting its tip into sharp, angular perfection. As the lipstick begins to bubble, the action begins; its rigid, sculpted shape visibly descends, its top deliberately tilting to one side, as if succumbing to an invisible heat. From the highest point of this newly formed curve, a thick droplet of ultra-glossy crimson liquid emerges, expanding with the trapped light. This droplet then begins a slow, viscous descent down the side of the solid ruby bullet, its syrupy motion tracing a shimmering, damp path that contrasts sharply with the surrounding untouched satin texture, creating a focused and dramatic atmosphere of beautiful, elegant decay.", + "seed": 14523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_15/index_7655_seed_14523_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014746864046901464, + "vlm_logprob": -0.014746864046901464, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.014746864046901464, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010048752650618553 + ], + "opposite_logprob_tokens": [ + -5.135048866271973 + ], + "logprob_reward": -0.010048752650618553, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.010048752650618553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24643559753894806, + 0.1805395632982254, + 0.06261008977890015, + 0.17381566762924194, + 0.12484432011842728, + 0.10589632391929626, + 0.03270035609602928, + 0.02034183405339718, + 0.023276621475815773, + 0.02953965961933136 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.010048752650618553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464289728552103 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.00464289728552103, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464289728552103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3251524567604065, + 0.12112691253423691, + 0.09188076853752136, + 0.06718681752681732, + 0.06880262494087219, + 0.0946507528424263, + 0.02968498505651951, + 0.045061979442834854, + 0.03010098822414875, + 0.1263517141342163 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00464289728552103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980630472302437 + ], + "opposite_logprob_tokens": [ + -3.52980637550354 + ], + "logprob_reward": -0.02980630472302437, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980630472302437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11451392620801926, + 0.22865158319473267, + 0.06137337535619736, + 0.03718205913901329, + 0.09558602422475815, + 0.2863052487373352, + 0.030706360936164856, + 0.04063526168465614, + 0.023118866607546806, + 0.08192737400531769 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.02980630472302437 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329086884856224 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.02329086884856224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329086884856224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2836388945579529, + 0.4713989496231079, + 0.049418218433856964, + 0.019296731799840927, + 0.051317762583494186, + 0.055135924369096756, + 0.0209930632263422, + 0.017764629796147346, + 0.017516663298010826, + 0.013519121333956718 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.02329086884856224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594549672678113 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.00594549672678113, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594549672678113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17238329350948334, + 0.06947730481624603, + 0.07600235193967819, + 0.07342259585857391, + 0.15504826605319977, + 0.35316458344459534, + 0.013765750452876091, + 0.04787708818912506, + 0.014929809607565403, + 0.02392900176346302 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.00594549672678113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot focuses with macro-level precision on a pristine, untouched ruby-red lipstick bullet, standing vertically against a stark matte black backdrop. The scene is illuminated by a single, sharp studio light, making the lipstick's perfect satin sheen shimmer and sculpting its tip into sharp, angular perfection. As the lipstick begins to bubble, the action begins; its rigid, sculpted shape visibly descends, its top deliberately tilting to one side, as if succumbing to an invisible heat. From the highest point of this newly formed curve, a thick droplet of ultra-glossy crimson liquid emerges, expanding with the trapped light. This droplet then begins a slow, viscous descent down the side of the solid ruby bullet, its syrupy motion tracing a shimmering, damp path that contrasts sharply with the surrounding untouched satin texture, creating a focused and dramatic atmosphere of beautiful, elegant decay.", + "seed": 14524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_15/index_7655_seed_14524_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14987318152561785, + "vlm_logprob": -0.14987318152561785, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.14987318152561785, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04266093298792839 + ], + "opposite_logprob_tokens": [ + -3.29266095161438 + ], + "logprob_reward": -0.04266093298792839, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04266093298792839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08558085560798645, + 0.08190517872571945, + 0.033665724098682404, + 0.2329137772321701, + 0.020055105909705162, + 0.273136168718338, + 0.04561787098646164, + 0.02187434211373329, + 0.010656875558197498, + 0.19459402561187744 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.04266093298792839 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328059434890747 + ], + "opposite_logprob_tokens": [ + -0.7578059434890747 + ], + "logprob_reward": -0.6328059434890747, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328059434890747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07596553862094879, + 0.10623885691165924, + 0.07900162786245346, + 0.04348842054605484, + 0.10758421570062637, + 0.19151315093040466, + 0.08302049338817596, + 0.06925119459629059, + 0.029448378831148148, + 0.21448814868927002 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.6328059434890747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206856295466423 + ], + "opposite_logprob_tokens": [ + -2.812068462371826 + ], + "logprob_reward": -0.06206856295466423, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206856295466423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07632025331258774, + 0.12127622216939926, + 0.0367947593331337, + 0.0888524278998375, + 0.013123002834618092, + 0.3847425878047943, + 0.03968825563788414, + 0.04359811171889305, + 0.02367374300956726, + 0.17193061113357544 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.06206856295466423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642058819532394 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642058819532394, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642058819532394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22666071355342865, + 0.04374530538916588, + 0.043212179094552994, + 0.04851256310939789, + 0.059057675302028656, + 0.265348345041275, + 0.07371295243501663, + 0.05898625776171684, + 0.021327560767531395, + 0.15943643450737 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.008642058819532394 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a ruby-red lipstick bullet standing vertically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a stark matte black backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera shot an extreme close-up with static framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lipstick bubble and tilt to one side before a droplet emerges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick droplet of crimson liquid descend slowly down the side of the lipstick?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031884093768894672 + ], + "opposite_logprob_tokens": [ + -5.753188610076904 + ], + "logprob_reward": -0.0031884093768894672, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031884093768894672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09146776795387268, + 0.10707118362188339, + 0.03451963886618614, + 0.11266833543777466, + 0.10673022270202637, + 0.10332172363996506, + 0.19114871323108673, + 0.07896716147661209, + 0.024217329919338226, + 0.14988788962364197 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.0031884093768894672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_2/index_tensor([4696, 4696])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_2/index_tensor([4696, 4696])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9e41911ce67bcf6073e9efe2a6671c2b712d6e7a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_2/index_tensor([4696, 4696])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot centers on a tightly closed mechanical flower bud, its form composed of interlocking gunmetal-gray metal plates with a fine brushed texture, set against a completely black, non-reflective background. As the thin slits between the plates begin to emit a faint inner light, a low, almost imperceptible hum begins. With deliberate, silent clockwork precision, the metal petals begin to unfold; each segment contracts and rotates outward in a synchronized, non-organic sequence, like the apertures of a complex camera lens. As the final petals pull back, they reveal a core of bright, pulsating electric cyan neon. The moment the core is fully exposed, it erupts in a dazzling flash, casting a vivid horizontal anamorphic lens flare that washes across the frame, painting dramatic streaks of cyan light across the dark, reflective surface of the now fully opened metal petals and creating an atmosphere of intense, futuristic awe.", + "seed": 16710, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_2/index_4696_seed_16710_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11379806390032172, + "vlm_logprob": -0.11379806390032172, + "vlm_yes_no_margin": 3.7499999523162844, + "vlm_token_credit": -0.11379806390032172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018703643232584 + ], + "opposite_logprob_tokens": [ + -4.018703460693359 + ], + "logprob_reward": -0.018703643232584, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018703643232584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0998677909374237, + 0.45323365926742554, + 0.0527573823928833, + 0.04343147948384285, + 0.02754618600010872, + 0.017242763191461563, + 0.04807421192526817, + 0.03826506435871124, + 0.1919427514076233, + 0.027638724073767662 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.018703643232584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233768224716187 + ], + "opposite_logprob_tokens": [ + -0.8983768224716187 + ], + "logprob_reward": -0.5233768224716187, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233768224716187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11286307126283646, + 0.43021392822265625, + 0.03655723109841347, + 0.03521839901804924, + 0.04935261979699135, + 0.01045271661132574, + 0.029763365164399147, + 0.04209039732813835, + 0.19620659947395325, + 0.05728163942694664 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.5233768224716187 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421845331788063 + ], + "opposite_logprob_tokens": [ + -4.264218330383301 + ], + "logprob_reward": -0.01421845331788063, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421845331788063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10567668825387955, + 0.1469501107931137, + 0.042524874210357666, + 0.05746734142303467, + 0.10608640313148499, + 0.0205408725887537, + 0.015145532786846161, + 0.10596776008605957, + 0.337887167930603, + 0.061753202229738235 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.01421845331788063 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739622913300991 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739622913300991, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739622913300991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06098298355937004, + 0.17194697260856628, + 0.02625446207821369, + 0.037563078105449677, + 0.13222846388816833, + 0.06758590787649155, + 0.03783903270959854, + 0.14384879171848297, + 0.2835863530635834, + 0.038163941353559494 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.006739622913300991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951777566224337 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951777566224337, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951777566224337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07258939743041992, + 0.15006530284881592, + 0.03906143084168434, + 0.0295508224517107, + 0.07590796798467636, + 0.031466323882341385, + 0.07342942804098129, + 0.08223467320203781, + 0.36433079838752747, + 0.08136381208896637 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.005951777566224337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot centers on a tightly closed mechanical flower bud, its form composed of interlocking gunmetal-gray metal plates with a fine brushed texture, set against a completely black, non-reflective background. As the thin slits between the plates begin to emit a faint inner light, a low, almost imperceptible hum begins. With deliberate, silent clockwork precision, the metal petals begin to unfold; each segment contracts and rotates outward in a synchronized, non-organic sequence, like the apertures of a complex camera lens. As the final petals pull back, they reveal a core of bright, pulsating electric cyan neon. The moment the core is fully exposed, it erupts in a dazzling flash, casting a vivid horizontal anamorphic lens flare that washes across the frame, painting dramatic streaks of cyan light across the dark, reflective surface of the now fully opened metal petals and creating an atmosphere of intense, futuristic awe.", + "seed": 16711, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_2/index_4696_seed_16711_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2893235994968563, + "vlm_logprob": -0.2893235994968563, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.2893235994968563, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01085000578314066 + ], + "opposite_logprob_tokens": [ + -4.635849952697754 + ], + "logprob_reward": -0.01085000578314066, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01085000578314066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11249514669179916, + 0.07386962324380875, + 0.07943994551897049, + 0.10477503389120102, + 0.09842660278081894, + 0.24715957045555115, + 0.05093904957175255, + 0.08076740056276321, + 0.08282779157161713, + 0.0692998543381691 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.01085000578314066 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063570499420166 + ], + "opposite_logprob_tokens": [ + -0.2813569903373718 + ], + "logprob_reward": -1.4063570499420166, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063570499420166, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10185212641954422, + 0.030560962855815887, + 0.02608003094792366, + 0.007823319174349308, + 0.015428067184984684, + 0.6646634936332703, + 0.016839170828461647, + 0.07900451868772507, + 0.03334255889058113, + 0.0244058258831501 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -1.4063570499420166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020631587132811546 + ], + "opposite_logprob_tokens": [ + -3.8956315517425537 + ], + "logprob_reward": -0.020631587132811546, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020631587132811546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07203591614961624, + 0.0602906234562397, + 0.048076264560222626, + 0.03135523200035095, + 0.0524919331073761, + 0.35516706109046936, + 0.06029452383518219, + 0.17609940469264984, + 0.07150482386350632, + 0.07268419861793518 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.020631587132811546 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028276958037167788 + ], + "opposite_logprob_tokens": [ + -5.8778276443481445 + ], + "logprob_reward": -0.0028276958037167788, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028276958037167788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06824342906475067, + 0.0735170915722847, + 0.04310538247227669, + 0.01807413250207901, + 0.042519550770521164, + 0.24697399139404297, + 0.11164802312850952, + 0.26574739813804626, + 0.06216472014784813, + 0.068006232380867 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.0028276958037167788 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951658822596073 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951658822596073, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951658822596073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06126616150140762, + 0.08598768711090088, + 0.047346051782369614, + 0.032756537199020386, + 0.04503177851438522, + 0.34486767649650574, + 0.07076512277126312, + 0.11758570373058319, + 0.09118018299341202, + 0.1032131090760231 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.005951658822596073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot centers on a tightly closed mechanical flower bud, its form composed of interlocking gunmetal-gray metal plates with a fine brushed texture, set against a completely black, non-reflective background. As the thin slits between the plates begin to emit a faint inner light, a low, almost imperceptible hum begins. With deliberate, silent clockwork precision, the metal petals begin to unfold; each segment contracts and rotates outward in a synchronized, non-organic sequence, like the apertures of a complex camera lens. As the final petals pull back, they reveal a core of bright, pulsating electric cyan neon. The moment the core is fully exposed, it erupts in a dazzling flash, casting a vivid horizontal anamorphic lens flare that washes across the frame, painting dramatic streaks of cyan light across the dark, reflective surface of the now fully opened metal petals and creating an atmosphere of intense, futuristic awe.", + "seed": 16712, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_2/index_4696_seed_16712_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06500211581587792, + "vlm_logprob": -0.06500211581587792, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.06500211581587792, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044563572853803635 + ], + "opposite_logprob_tokens": [ + -3.1695635318756104 + ], + "logprob_reward": -0.044563572853803635, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044563572853803635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6579837203025818, + 0.018931876868009567, + 0.02400953136384487, + 0.11224827170372009, + 0.029333334416151047, + 0.024120697751641273, + 0.01197761856019497, + 0.04987596720457077, + 0.037073101848363876, + 0.0344458632171154 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.044563572853803635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521466016769409 + ], + "opposite_logprob_tokens": [ + -1.502146601676941 + ], + "logprob_reward": -0.2521466016769409, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521466016769409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37163352966308594, + 0.2649906873703003, + 0.023232510313391685, + 0.03839333727955818, + 0.08360651880502701, + 0.033165860921144485, + 0.02483534626662731, + 0.11606217920780182, + 0.01395795401185751, + 0.030122045427560806 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.2521466016769409 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00980407278984785 + ], + "opposite_logprob_tokens": [ + -4.6348042488098145 + ], + "logprob_reward": -0.00980407278984785, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00980407278984785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6888802647590637, + 0.02344612218439579, + 0.014357673935592175, + 0.016618827357888222, + 0.032463330775499344, + 0.02052008919417858, + 0.015300928615033627, + 0.07164464890956879, + 0.04870032146573067, + 0.06806778907775879 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.00980407278984785 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954621359705925 + ], + "opposite_logprob_tokens": [ + -5.130954742431641 + ], + "logprob_reward": -0.005954621359705925, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954621359705925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5332959890365601, + 0.018318839371204376, + 0.04560452327132225, + 0.03308077156543732, + 0.07963434606790543, + 0.05544142797589302, + 0.07127971947193146, + 0.07452581822872162, + 0.041594602167606354, + 0.04722404479980469 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.005954621359705925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541710399091244 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541710399091244, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541710399091244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42995119094848633, + 0.025529300794005394, + 0.010035017505288124, + 0.03983444347977638, + 0.015836304053664207, + 0.03340653330087662, + 0.031227480620145798, + 0.1654089093208313, + 0.16731512546539307, + 0.08145567029714584 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.012541710399091244 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot centers on a tightly closed mechanical flower bud, its form composed of interlocking gunmetal-gray metal plates with a fine brushed texture, set against a completely black, non-reflective background. As the thin slits between the plates begin to emit a faint inner light, a low, almost imperceptible hum begins. With deliberate, silent clockwork precision, the metal petals begin to unfold; each segment contracts and rotates outward in a synchronized, non-organic sequence, like the apertures of a complex camera lens. As the final petals pull back, they reveal a core of bright, pulsating electric cyan neon. The moment the core is fully exposed, it erupts in a dazzling flash, casting a vivid horizontal anamorphic lens flare that washes across the frame, painting dramatic streaks of cyan light across the dark, reflective surface of the now fully opened metal petals and creating an atmosphere of intense, futuristic awe.", + "seed": 16713, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_2/index_4696_seed_16713_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2544779287651181, + "vlm_logprob": -0.2544779287651181, + "vlm_yes_no_margin": 3.400000011920929, + "vlm_token_credit": -0.2544779287651181, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013892029412090778 + ], + "opposite_logprob_tokens": [ + -4.38889217376709 + ], + "logprob_reward": -0.013892029412090778, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013892029412090778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4439784586429596, + 0.12301327288150787, + 0.09974842518568039, + 0.06927730143070221, + 0.028857577592134476, + 0.020833410322666168, + 0.039971478283405304, + 0.02593977376818657, + 0.11604917794466019, + 0.032331131398677826 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.013892029412090778 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.223675012588501 + ], + "opposite_logprob_tokens": [ + -0.34867507219314575 + ], + "logprob_reward": -1.223675012588501, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.223675012588501, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24694104492664337, + 0.20863616466522217, + 0.3227405250072479, + 0.05813835188746452, + 0.01948096603155136, + 0.018042050302028656, + 0.01637985371053219, + 0.044039286673069, + 0.0513671338558197, + 0.01423464622348547 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -1.223675012588501 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610179990530014 + ], + "opposite_logprob_tokens": [ + -4.141101837158203 + ], + "logprob_reward": -0.01610179990530014, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610179990530014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4702144265174866, + 0.08193860948085785, + 0.17379184067249298, + 0.020519660785794258, + 0.009878380224108696, + 0.010767805390059948, + 0.007797915488481522, + 0.02766146883368492, + 0.18316401541233063, + 0.0142658157274127 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.01610179990530014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087238788604736 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087238788604736, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087238788604736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12860004603862762, + 0.052903834730386734, + 0.35588499903678894, + 0.04113762080669403, + 0.03238889202475548, + 0.030599409714341164, + 0.0403941385447979, + 0.13994449377059937, + 0.11737477034330368, + 0.06077181175351143 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.011087238788604736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a mechanical flower bud composed of interlocking gunmetal-gray metal plates?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background appear completely black and non-reflective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the metal petals unfold in a synchronized, non-organic sequence resembling camera lens apertures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a core of bright, pulsating electric cyan neon revealed inside the fully opened flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show a dazzling flash creating vivid horizontal anamorphic lens flare streaks of cyan light across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633563131093979 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633563131093979, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633563131093979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29150131344795227, + 0.1025242730975151, + 0.1814568042755127, + 0.02836800552904606, + 0.03022824414074421, + 0.01444972027093172, + 0.015920365229249, + 0.05929406359791756, + 0.24357591569423676, + 0.03268136456608772 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.007633563131093979 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_3/index_tensor([3377, 3377])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_3/index_tensor([3377, 3377])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e58ccbcbe973d50d7b38812b031fc49bcbcc0c4a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_3/index_tensor([3377, 3377])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "series of high-speed, dynamic shots montages opens with an extreme close-up of the holy angel's face, its eyes closed, its sculpted features flawless and silvery-white hair gently swaying in an invisible field of energy. The camera suddenly cuts to a dramatic overhead shot, capturing from behind the angel the explosive unfurling of its wings. These wings are composed not of feathers but of pure, dazzling golden light. Countless filaments and particles of light burst forth, instantly illuminating the surrounding darkness of swirling purple nebulae and the abyss of space. Then, a rapid cut reveals the angel's right hand, adorned with an ornate pearl-white metal gauntlet. It grips the hilt of an ancient sword, its golden sacred emblems gleaming in the light. With a smooth, arcing movement, the camera follows the angel as he draws his sword. As the sacred, flame-burning sword unsheathes with a clang, the blade instantly engulfed in a blazing, smokeless white flame. Finally, the camera pulls out to a grand panoramic shot, in which the angel is suspended in the void of the universe, with his huge wings of light fully extended, flapping steadily and powerfully. He holds high the burning sword in one hand, with the tip pointing directly to the sky. His resolute expression and powerful posture, against the sharp contrast of the bright light and the dark background, create an epic atmosphere that is sacred, majestic and full of judgment power.", + "seed": 20180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_3/index_3377_seed_20180_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07532185008749366, + "vlm_logprob": -0.07532185008749366, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.07532185008749366, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02115950547158718 + ], + "opposite_logprob_tokens": [ + -3.8961594104766846 + ], + "logprob_reward": -0.02115950547158718, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02115950547158718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3348563313484192, + 0.2420588582754135, + 0.08623923361301422, + 0.02678443305194378, + 0.1140773594379425, + 0.034174516797065735, + 0.04023010656237602, + 0.04263978451490402, + 0.038146451115608215, + 0.04079290106892586 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.02115950547158718 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032073031179606915 + ], + "opposite_logprob_tokens": [ + -5.753207206726074 + ], + "logprob_reward": -0.0032073031179606915, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032073031179606915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08867387473583221, + 0.11998184770345688, + 0.16009245812892914, + 0.044697850942611694, + 0.19997940957546234, + 0.11936818063259125, + 0.10332931578159332, + 0.05685685947537422, + 0.06740982830524445, + 0.03961040452122688 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.0032073031179606915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058732882142067 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.02058732882142067, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058732882142067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24797560274600983, + 0.21696849167346954, + 0.06757476180791855, + 0.05735483020544052, + 0.1521284580230713, + 0.07762674987316132, + 0.06212329491972923, + 0.03496428206562996, + 0.04595313221216202, + 0.03733038157224655 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.02058732882142067 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134552836418152 + ], + "opposite_logprob_tokens": [ + -1.31345534324646 + ], + "logprob_reward": -0.3134552836418152, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134552836418152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09620983153581619, + 0.052460506558418274, + 0.07259219139814377, + 0.0374998040497303, + 0.22436365485191345, + 0.2699166238307953, + 0.0828154906630516, + 0.031933944672346115, + 0.03400053828954697, + 0.09820735454559326 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.3134552836418152 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199829384684563 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.018199829384684563, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199829384684563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07627829164266586, + 0.047415148466825485, + 0.08648431301116943, + 0.031377241015434265, + 0.18807566165924072, + 0.09852413088083267, + 0.18069878220558167, + 0.02887938916683197, + 0.09747041761875153, + 0.1647966206073761 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.018199829384684563 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "series of high-speed, dynamic shots montages opens with an extreme close-up of the holy angel's face, its eyes closed, its sculpted features flawless and silvery-white hair gently swaying in an invisible field of energy. The camera suddenly cuts to a dramatic overhead shot, capturing from behind the angel the explosive unfurling of its wings. These wings are composed not of feathers but of pure, dazzling golden light. Countless filaments and particles of light burst forth, instantly illuminating the surrounding darkness of swirling purple nebulae and the abyss of space. Then, a rapid cut reveals the angel's right hand, adorned with an ornate pearl-white metal gauntlet. It grips the hilt of an ancient sword, its golden sacred emblems gleaming in the light. With a smooth, arcing movement, the camera follows the angel as he draws his sword. As the sacred, flame-burning sword unsheathes with a clang, the blade instantly engulfed in a blazing, smokeless white flame. Finally, the camera pulls out to a grand panoramic shot, in which the angel is suspended in the void of the universe, with his huge wings of light fully extended, flapping steadily and powerfully. He holds high the burning sword in one hand, with the tip pointing directly to the sky. His resolute expression and powerful posture, against the sharp contrast of the bright light and the dark background, create an epic atmosphere that is sacred, majestic and full of judgment power.", + "seed": 20181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_3/index_3377_seed_20181_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15065253488719463, + "vlm_logprob": -0.15065253488719463, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.15065253488719463, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018595997244119644 + ], + "opposite_logprob_tokens": [ + -4.018596172332764 + ], + "logprob_reward": -0.018595997244119644, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018595997244119644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17815551161766052, + 0.3149687349796295, + 0.06431693583726883, + 0.04207530990242958, + 0.03655019775032997, + 0.024405283853411674, + 0.11748583614826202, + 0.1377144306898117, + 0.027163594961166382, + 0.057164136320352554 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.018595997244119644 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098556220531464 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098556220531464, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098556220531464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052584223449230194, + 0.10363462567329407, + 0.11332335323095322, + 0.044252537190914154, + 0.029927918687462807, + 0.03644304350018501, + 0.037813037633895874, + 0.14340952038764954, + 0.27380019426345825, + 0.16481156647205353 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.011098556220531464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329300999641418 + ], + "opposite_logprob_tokens": [ + -0.7579300999641418 + ], + "logprob_reward": -0.6329300999641418, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329300999641418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0710461214184761, + 0.10340646654367447, + 0.11424168199300766, + 0.13020971417427063, + 0.044861964881420135, + 0.09056972712278366, + 0.241484135389328, + 0.11891807615756989, + 0.06348435580730438, + 0.02177778072655201 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.6329300999641418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003270834684372 + ], + "opposite_logprob_tokens": [ + -2.6950325965881348 + ], + "logprob_reward": -0.07003270834684372, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003270834684372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05684105306863785, + 0.10717564821243286, + 0.0674024224281311, + 0.10486714541912079, + 0.04882161691784859, + 0.06190459057688713, + 0.2310749739408493, + 0.09200972318649292, + 0.1142544150352478, + 0.11564845591783524 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.07003270834684372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020605312660336494 + ], + "opposite_logprob_tokens": [ + -3.8956053256988525 + ], + "logprob_reward": -0.020605312660336494, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020605312660336494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025307228788733482, + 0.10608399659395218, + 0.02734735980629921, + 0.08885445445775986, + 0.05920124053955078, + 0.14517484605312347, + 0.06672290712594986, + 0.10116149485111237, + 0.26841339468955994, + 0.11173310875892639 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.020605312660336494 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "series of high-speed, dynamic shots montages opens with an extreme close-up of the holy angel's face, its eyes closed, its sculpted features flawless and silvery-white hair gently swaying in an invisible field of energy. The camera suddenly cuts to a dramatic overhead shot, capturing from behind the angel the explosive unfurling of its wings. These wings are composed not of feathers but of pure, dazzling golden light. Countless filaments and particles of light burst forth, instantly illuminating the surrounding darkness of swirling purple nebulae and the abyss of space. Then, a rapid cut reveals the angel's right hand, adorned with an ornate pearl-white metal gauntlet. It grips the hilt of an ancient sword, its golden sacred emblems gleaming in the light. With a smooth, arcing movement, the camera follows the angel as he draws his sword. As the sacred, flame-burning sword unsheathes with a clang, the blade instantly engulfed in a blazing, smokeless white flame. Finally, the camera pulls out to a grand panoramic shot, in which the angel is suspended in the void of the universe, with his huge wings of light fully extended, flapping steadily and powerfully. He holds high the burning sword in one hand, with the tip pointing directly to the sky. His resolute expression and powerful posture, against the sharp contrast of the bright light and the dark background, create an epic atmosphere that is sacred, majestic and full of judgment power.", + "seed": 20182, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_3/index_3377_seed_20182_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16491137035191059, + "vlm_logprob": -0.16491137035191059, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.16491137035191059, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05578667297959328 + ], + "opposite_logprob_tokens": [ + -2.930786609649658 + ], + "logprob_reward": -0.05578667297959328, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05578667297959328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6542323231697083, + 0.032085489481687546, + 0.04844832047820091, + 0.05464252457022667, + 0.014859689399600029, + 0.028522100299596786, + 0.013520742766559124, + 0.03083811327815056, + 0.044237591326236725, + 0.07861313968896866 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.05578667297959328 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008661913685500622 + ], + "opposite_logprob_tokens": [ + -4.75866174697876 + ], + "logprob_reward": -0.008661913685500622, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008661913685500622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14859306812286377, + 0.060204677283763885, + 0.045522503554821014, + 0.05729002133011818, + 0.030900845304131508, + 0.044071730226278305, + 0.12139542400836945, + 0.09445653855800629, + 0.03581869229674339, + 0.36174651980400085 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.008661913685500622 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234275460243225 + ], + "opposite_logprob_tokens": [ + -0.8984275460243225 + ], + "logprob_reward": -0.5234275460243225, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234275460243225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19492027163505554, + 0.02559512108564377, + 0.03777880221605301, + 0.04700014740228653, + 0.025997262448072433, + 0.02865418791770935, + 0.027114950120449066, + 0.012851773761212826, + 0.0283456239849329, + 0.5717419385910034 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.5234275460243225 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256004363298416 + ], + "opposite_logprob_tokens": [ + -1.6006004810333252 + ], + "logprob_reward": -0.2256004363298416, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256004363298416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06313624978065491, + 0.07024811208248138, + 0.03973659127950668, + 0.08426198363304138, + 0.03799722343683243, + 0.13332834839820862, + 0.14648611843585968, + 0.07838597893714905, + 0.07392871379852295, + 0.2724907100200653 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.2256004363298416 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080282740294933 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080282740294933, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080282740294933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19564877450466156, + 0.06972909718751907, + 0.040876150131225586, + 0.08560200780630112, + 0.021251145750284195, + 0.08034288883209229, + 0.100288525223732, + 0.09354592114686966, + 0.08577045053243637, + 0.22694505751132965 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.011080282740294933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "series of high-speed, dynamic shots montages opens with an extreme close-up of the holy angel's face, its eyes closed, its sculpted features flawless and silvery-white hair gently swaying in an invisible field of energy. The camera suddenly cuts to a dramatic overhead shot, capturing from behind the angel the explosive unfurling of its wings. These wings are composed not of feathers but of pure, dazzling golden light. Countless filaments and particles of light burst forth, instantly illuminating the surrounding darkness of swirling purple nebulae and the abyss of space. Then, a rapid cut reveals the angel's right hand, adorned with an ornate pearl-white metal gauntlet. It grips the hilt of an ancient sword, its golden sacred emblems gleaming in the light. With a smooth, arcing movement, the camera follows the angel as he draws his sword. As the sacred, flame-burning sword unsheathes with a clang, the blade instantly engulfed in a blazing, smokeless white flame. Finally, the camera pulls out to a grand panoramic shot, in which the angel is suspended in the void of the universe, with his huge wings of light fully extended, flapping steadily and powerfully. He holds high the burning sword in one hand, with the tip pointing directly to the sky. His resolute expression and powerful posture, against the sharp contrast of the bright light and the dark background, create an epic atmosphere that is sacred, majestic and full of judgment power.", + "seed": 20183, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_3/index_3377_seed_20183_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018001488270238043, + "vlm_logprob": -0.018001488270238043, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.018001488270238043, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014419520273804665 + ], + "opposite_logprob_tokens": [ + -4.2644195556640625 + ], + "logprob_reward": -0.014419520273804665, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014419520273804665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3335583209991455, + 0.10124781727790833, + 0.08731634169816971, + 0.0316576212644577, + 0.04525715857744217, + 0.03912386670708656, + 0.0708433985710144, + 0.09738169610500336, + 0.1504298746585846, + 0.04318394884467125 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.014419520273804665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024968183133751154 + ], + "opposite_logprob_tokens": [ + -6.002496719360352 + ], + "logprob_reward": -0.0024968183133751154, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024968183133751154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09713924676179886, + 0.12305068224668503, + 0.06569673120975494, + 0.031032288447022438, + 0.09491022676229477, + 0.048128437250852585, + 0.06829278916120529, + 0.28678467869758606, + 0.11887276917695999, + 0.06609215587377548 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.0024968183133751154 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263508390635252 + ], + "opposite_logprob_tokens": [ + -3.651350736618042 + ], + "logprob_reward": -0.0263508390635252, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263508390635252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0793616771697998, + 0.0813920795917511, + 0.11809246242046356, + 0.10746108740568161, + 0.23790188133716583, + 0.05997170880436897, + 0.05216629058122635, + 0.0931728258728981, + 0.12104576826095581, + 0.04943430423736572 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.0263508390635252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809867799282074 + ], + "opposite_logprob_tokens": [ + -3.2880985736846924 + ], + "logprob_reward": -0.03809867799282074, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809867799282074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050505686551332474, + 0.0920400395989418, + 0.1826445609331131, + 0.03970087692141533, + 0.04061378538608551, + 0.036813072860240936, + 0.053314801305532455, + 0.0881466418504715, + 0.2651765048503876, + 0.15104398131370544 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.03809867799282074 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of an angel's face with closed eyes and silvery-white hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show the angel's wings unfurling as pure, dazzling golden light composed of filaments and particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment depicted as swirling purple nebulae and the darkness of space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video show the angel drawing a sword with an ornate pearl-white metal gauntlet that ignites into a blazing, smokeless white flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a grand panoramic shot of the angel suspended in the void with fully extended light wings and the sword tip pointing to the sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864158570766449 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.00864158570766449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864158570766449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03846869245171547, + 0.046671122312545776, + 0.06962493062019348, + 0.020512964576482773, + 0.06820341944694519, + 0.03659001737833023, + 0.03594578057527542, + 0.17387501895427704, + 0.3149288296699524, + 0.19517922401428223 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.00864158570766449 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_4/index_tensor([5172, 5172])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_4/index_tensor([5172, 5172])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8c610f39287c67263c2160b33569c641af353076 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_4/index_tensor([5172, 5172])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up shot from a slightly elevated angle, then slowly zooming out, focuses on the surface of a massive cement sculpture. The image is dominated by a stark black-and-white palette, with sharp lighting that accentuates the sculpture's rough, weathered texture with minimalist lines. At an almost imperceptible speed, the sculpture's surface begins to warp and crumble, disintegrating into countless tiny, dust-like black particles. Sweeped up by an invisible wind, they drift gracefully and silently toward the pure white sky. Simultaneously, a deep, lightning-like crack, starting from a corner of the frame, slowly creeps deeper into the sculpture with a steady and relentless rhythm. Each extension intensifies the image's tension, casting deep shadows along the edges of the crack, starkly contrasting against the glaring white of the cement. The entire process, woven through the stark contrast of light and dark, appears both violent and tranquil, creating a cold and solemn visual poem of decay and eternity.", + "seed": 26435, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_4/index_5172_seed_26435_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19390564002096652, + "vlm_logprob": -0.19390564002096652, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.19390564002096652, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05739284306764603 + ], + "opposite_logprob_tokens": [ + -2.9323928356170654 + ], + "logprob_reward": -0.05739284306764603, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05739284306764603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.318662166595459, + 0.04123417288064957, + 0.08000791817903519, + 0.05154167860746384, + 0.030357368290424347, + 0.2535976469516754, + 0.10640016943216324, + 0.04259294271469116, + 0.029523048549890518, + 0.04608288034796715 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.05739284306764603 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261333107948303 + ], + "opposite_logprob_tokens": [ + -0.5761333107948303 + ], + "logprob_reward": -0.8261333107948303, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261333107948303, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3374682664871216, + 0.18450909852981567, + 0.06682989001274109, + 0.02292829006910324, + 0.044351719319820404, + 0.10369525104761124, + 0.0855925902724266, + 0.05320552736520767, + 0.04121343418955803, + 0.060205962508916855 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.8261333107948303 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036215689033269882 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.0036215689033269882, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036215689033269882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25286710262298584, + 0.16701672971248627, + 0.2226257622241974, + 0.06283091008663177, + 0.07328125834465027, + 0.05601772665977478, + 0.06768997013568878, + 0.029803473502397537, + 0.03188168257474899, + 0.03598545864224434 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0036215689033269882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372172638773918 + ], + "opposite_logprob_tokens": [ + -3.408721685409546 + ], + "logprob_reward": -0.03372172638773918, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372172638773918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41179123520851135, + 0.08526752144098282, + 0.05674368143081665, + 0.043974731117486954, + 0.06209636479616165, + 0.0492507740855217, + 0.07643795013427734, + 0.08474745601415634, + 0.07584892958402634, + 0.05384134128689766 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.03372172638773918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865875095129013 + ], + "opposite_logprob_tokens": [ + -3.048658847808838 + ], + "logprob_reward": -0.04865875095129013, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865875095129013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07228001952171326, + 0.06810672581195831, + 0.0871749296784401, + 0.07416209578514099, + 0.0626579076051712, + 0.1501513570547104, + 0.12245607376098633, + 0.15532512962818146, + 0.13175690174102783, + 0.07592890411615372 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.04865875095129013 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly elevated angle, then slowly zooming out, focuses on the surface of a massive cement sculpture. The image is dominated by a stark black-and-white palette, with sharp lighting that accentuates the sculpture's rough, weathered texture with minimalist lines. At an almost imperceptible speed, the sculpture's surface begins to warp and crumble, disintegrating into countless tiny, dust-like black particles. Sweeped up by an invisible wind, they drift gracefully and silently toward the pure white sky. Simultaneously, a deep, lightning-like crack, starting from a corner of the frame, slowly creeps deeper into the sculpture with a steady and relentless rhythm. Each extension intensifies the image's tension, casting deep shadows along the edges of the crack, starkly contrasting against the glaring white of the cement. The entire process, woven through the stark contrast of light and dark, appears both violent and tranquil, creating a cold and solemn visual poem of decay and eternity.", + "seed": 26436, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_4/index_5172_seed_26436_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2673957938328385, + "vlm_logprob": -0.2673957938328385, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.2673957938328385, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09117060899734497 + ], + "opposite_logprob_tokens": [ + -2.4661705493927 + ], + "logprob_reward": -0.09117060899734497, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09117060899734497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2976934611797333, + 0.17152366042137146, + 0.08983270078897476, + 0.057458311319351196, + 0.08838938921689987, + 0.054152343422174454, + 0.03781738504767418, + 0.05544489249587059, + 0.10334108769893646, + 0.04434674233198166 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.09117060899734497 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742885828018188 + ], + "opposite_logprob_tokens": [ + -0.47428858280181885 + ], + "logprob_reward": -0.9742885828018188, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742885828018188, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1957540214061737, + 0.2648637890815735, + 0.0641171932220459, + 0.044825706630945206, + 0.040273409336805344, + 0.06677673012018204, + 0.060355592519044876, + 0.11167603731155396, + 0.10736159235239029, + 0.043996043503284454 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.9742885828018188 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028271013870835304 + ], + "opposite_logprob_tokens": [ + -5.877827167510986 + ], + "logprob_reward": -0.0028271013870835304, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028271013870835304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3069228231906891, + 0.1292315125465393, + 0.218904510140419, + 0.01776745729148388, + 0.18101641535758972, + 0.03249319642782211, + 0.019169751554727554, + 0.026324953883886337, + 0.025318006053566933, + 0.04285142198204994 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0028271013870835304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309308901429176 + ], + "opposite_logprob_tokens": [ + -3.168093204498291 + ], + "logprob_reward": -0.04309308901429176, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309308901429176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14549322426319122, + 0.45480701327323914, + 0.11888397485017776, + 0.027748174965381622, + 0.02950930967926979, + 0.015370429493486881, + 0.023713691160082817, + 0.06079377233982086, + 0.04713859409093857, + 0.07654181867837906 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.04309308901429176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559958696365356 + ], + "opposite_logprob_tokens": [ + -1.6005995273590088 + ], + "logprob_reward": -0.22559958696365356, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559958696365356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.260418176651001, + 0.18626993894577026, + 0.16203507781028748, + 0.041512630879879, + 0.07185235619544983, + 0.06300440430641174, + 0.05228250473737717, + 0.05037464201450348, + 0.05785531923174858, + 0.05439496785402298 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.22559958696365356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly elevated angle, then slowly zooming out, focuses on the surface of a massive cement sculpture. The image is dominated by a stark black-and-white palette, with sharp lighting that accentuates the sculpture's rough, weathered texture with minimalist lines. At an almost imperceptible speed, the sculpture's surface begins to warp and crumble, disintegrating into countless tiny, dust-like black particles. Sweeped up by an invisible wind, they drift gracefully and silently toward the pure white sky. Simultaneously, a deep, lightning-like crack, starting from a corner of the frame, slowly creeps deeper into the sculpture with a steady and relentless rhythm. Each extension intensifies the image's tension, casting deep shadows along the edges of the crack, starkly contrasting against the glaring white of the cement. The entire process, woven through the stark contrast of light and dark, appears both violent and tranquil, creating a cold and solemn visual poem of decay and eternity.", + "seed": 26437, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_4/index_5172_seed_26437_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1995284692849964, + "vlm_logprob": -0.1995284692849964, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.1995284692849964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18241795897483826 + ], + "opposite_logprob_tokens": [ + -1.8074179887771606 + ], + "logprob_reward": -0.18241795897483826, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18241795897483826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12260903418064117, + 0.18336699903011322, + 0.07257610559463501, + 0.17599734663963318, + 0.09474495053291321, + 0.12708595395088196, + 0.04667472839355469, + 0.08531814068555832, + 0.0393022783100605, + 0.05232447758316994 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.18241795897483826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761434435844421 + ], + "opposite_logprob_tokens": [ + -0.8261434435844421 + ], + "logprob_reward": -0.5761434435844421, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761434435844421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08977651596069336, + 0.12127237766981125, + 0.08630082756280899, + 0.06452879309654236, + 0.08944191783666611, + 0.09186845272779465, + 0.05825038626790047, + 0.1737021654844284, + 0.1404634267091751, + 0.0843951553106308 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.5761434435844421 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009267802815884352 + ], + "opposite_logprob_tokens": [ + -7.000926971435547 + ], + "logprob_reward": -0.0009267802815884352, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009267802815884352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22973249852657318, + 0.17592202126979828, + 0.06821814924478531, + 0.06293249130249023, + 0.12816952168941498, + 0.05285320803523064, + 0.10376689583063126, + 0.046983618289232254, + 0.0705551728606224, + 0.06086643785238266 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0009267802815884352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557720765471458 + ], + "opposite_logprob_tokens": [ + -4.387557506561279 + ], + "logprob_reward": -0.012557720765471458, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557720765471458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06615769118070602, + 0.1693582832813263, + 0.06366734206676483, + 0.07122460752725601, + 0.07938992977142334, + 0.07530558109283447, + 0.04540509358048439, + 0.3134879469871521, + 0.09313464164733887, + 0.02286885678768158 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.012557720765471458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559644281864166 + ], + "opposite_logprob_tokens": [ + -1.6005964279174805 + ], + "logprob_reward": -0.22559644281864166, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559644281864166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0353487990796566, + 0.050055086612701416, + 0.06897559762001038, + 0.04876566678285599, + 0.06994562596082687, + 0.06220197677612305, + 0.05619188770651817, + 0.3652178943157196, + 0.21224386990070343, + 0.03105364926159382 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.22559644281864166 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a slightly elevated angle, then slowly zooming out, focuses on the surface of a massive cement sculpture. The image is dominated by a stark black-and-white palette, with sharp lighting that accentuates the sculpture's rough, weathered texture with minimalist lines. At an almost imperceptible speed, the sculpture's surface begins to warp and crumble, disintegrating into countless tiny, dust-like black particles. Sweeped up by an invisible wind, they drift gracefully and silently toward the pure white sky. Simultaneously, a deep, lightning-like crack, starting from a corner of the frame, slowly creeps deeper into the sculpture with a steady and relentless rhythm. Each extension intensifies the image's tension, casting deep shadows along the edges of the crack, starkly contrasting against the glaring white of the cement. The entire process, woven through the stark contrast of light and dark, appears both violent and tranquil, creating a cold and solemn visual poem of decay and eternity.", + "seed": 26438, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_4/index_5172_seed_26438_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13600177420303225, + "vlm_logprob": -0.13600177420303225, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.13600177420303225, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07242494076490402 + ], + "opposite_logprob_tokens": [ + -2.69742488861084 + ], + "logprob_reward": -0.07242494076490402, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07242494076490402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08651500195264816, + 0.07730409502983093, + 0.09635479003190994, + 0.12801076471805573, + 0.0532449409365654, + 0.0763385221362114, + 0.1771605759859085, + 0.089915432035923, + 0.1490117758512497, + 0.06614407151937485 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.07242494076490402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813479006290436 + ], + "opposite_logprob_tokens": [ + -1.4063478708267212 + ], + "logprob_reward": -0.2813479006290436, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813479006290436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11552746593952179, + 0.11371458321809769, + 0.08014087378978729, + 0.03552712872624397, + 0.031197862699627876, + 0.09424035251140594, + 0.09721069782972336, + 0.15397755801677704, + 0.16930562257766724, + 0.10915780067443848 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.2813479006290436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004102624487131834 + ], + "opposite_logprob_tokens": [ + -5.50410270690918 + ], + "logprob_reward": -0.004102624487131834, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004102624487131834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20066684484481812, + 0.06623254716396332, + 0.2223944514989853, + 0.08044254034757614, + 0.05938071757555008, + 0.1322535127401352, + 0.06865336745977402, + 0.04596598446369171, + 0.07743170112371445, + 0.04657842218875885 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.004102624487131834 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658958598971367 + ], + "opposite_logprob_tokens": [ + -4.7586588859558105 + ], + "logprob_reward": -0.008658958598971367, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658958598971367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09131594747304916, + 0.09835673868656158, + 0.0697232261300087, + 0.18315929174423218, + 0.048890482634305954, + 0.05419956147670746, + 0.04829186573624611, + 0.09634502977132797, + 0.2768075168132782, + 0.03291039913892746 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.008658958598971367 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a massive cement sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start at a slightly elevated angle and slowly zoom out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the image dominated by a stark black-and-white palette with sharp lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the sculpture's surface warp and crumble into tiny dust-like black particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a deep lightning-like crack slowly creep from a corner into the sculpture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134744465351105 + ], + "opposite_logprob_tokens": [ + -1.313474416732788 + ], + "logprob_reward": -0.3134744465351105, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134744465351105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07957691699266434, + 0.04202539473772049, + 0.09355934709310532, + 0.028233518823981285, + 0.02723846212029457, + 0.04789993166923523, + 0.05560382455587387, + 0.26331600546836853, + 0.3179658353328705, + 0.04458077624440193 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.3134744465351105 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_5/index_tensor([9240, 9240])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_5/index_tensor([9240, 9240])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c95c81267aa830f723e3caa220efaa208496cd85 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_5/index_tensor([9240, 9240])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static wide shot immerses itself in a rain-slick, dystopian alleyway. A hulking, matte-black electric cruiser sits idle, its angular, stealth-fighter-like frame absorbing the surrounding darkness. A single, thin, horizontal LED headlight cuts a cold, white gash through the gloom. The rider, a broad-shouldered silhouette clad in heavy, non-reflective tactical gear, is almost completely hidden in the oppressive darkness, their face concealed behind a featureless, dark helmet visor, catching fleeting flashes of light from above. The powerful electric motor emits a low-frequency hum, a deep hum so intense that it creates a visible, rhythmic beat in the murky puddles that collect on the broken concrete floor, sending outward in concentric ripples. An unsteady, flickering industrial light overhead casts a deep shadow, clinging to the cruiser's geometric frame and giving it the appearance of a predator circling in the darkness. The surrounding environment is a claustrophobic abyss of grimy, weeping brick walls and exposed, dripping pipes, with steam faintly rising from a nearby sewer grate. The color palette is stark and cold, dominated by the damp sheen of black asphalt and grey concrete, creating a tense, noir-saturated atmosphere full of potential power and imminent action.", + "seed": 9291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_5/index_9240_seed_9291_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10544974356889725, + "vlm_logprob": -0.10544974356889725, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.10544974356889725, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11975804716348648 + ], + "opposite_logprob_tokens": [ + -2.369758129119873 + ], + "logprob_reward": -0.11975804716348648, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11975804716348648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18694423139095306, + 0.050357453525066376, + 0.071436308324337, + 0.05187079682946205, + 0.03534428030252457, + 0.036327388137578964, + 0.2805347442626953, + 0.054352521896362305, + 0.22298672795295715, + 0.009845624677836895 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.11975804716348648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088662669062614 + ], + "opposite_logprob_tokens": [ + -4.141088485717773 + ], + "logprob_reward": -0.016088662669062614, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088662669062614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18938365578651428, + 0.06705456227064133, + 0.11649736016988754, + 0.050424084067344666, + 0.04240640625357628, + 0.04314780980348587, + 0.2001838982105255, + 0.07697742432355881, + 0.18013359606266022, + 0.03379126638174057 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.016088662669062614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810969367623329 + ], + "opposite_logprob_tokens": [ + -3.28810977935791 + ], + "logprob_reward": -0.03810969367623329, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810969367623329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12407755106687546, + 0.07735614478588104, + 0.1037779301404953, + 0.03747331351041794, + 0.08090904355049133, + 0.04669244587421417, + 0.21874050796031952, + 0.10150793939828873, + 0.15982623398303986, + 0.04963890090584755 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.03810969367623329 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641948267817497 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004641948267817497, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641948267817497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2653062641620636, + 0.1518383026123047, + 0.06871366500854492, + 0.15138809382915497, + 0.10643982887268066, + 0.08194943517446518, + 0.04941897839307785, + 0.02637535147368908, + 0.0654030293226242, + 0.03316705301403999 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004641948267817497 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34865036606788635 + ], + "opposite_logprob_tokens": [ + -1.223650336265564 + ], + "logprob_reward": -0.34865036606788635, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34865036606788635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1874413639307022, + 0.1307964324951172, + 0.10617749392986298, + 0.08699171990156174, + 0.05014026537537575, + 0.15008848905563354, + 0.050652045756578445, + 0.0902010127902031, + 0.09883521497249603, + 0.04867596551775932 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.34865036606788635 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide shot immerses itself in a rain-slick, dystopian alleyway. A hulking, matte-black electric cruiser sits idle, its angular, stealth-fighter-like frame absorbing the surrounding darkness. A single, thin, horizontal LED headlight cuts a cold, white gash through the gloom. The rider, a broad-shouldered silhouette clad in heavy, non-reflective tactical gear, is almost completely hidden in the oppressive darkness, their face concealed behind a featureless, dark helmet visor, catching fleeting flashes of light from above. The powerful electric motor emits a low-frequency hum, a deep hum so intense that it creates a visible, rhythmic beat in the murky puddles that collect on the broken concrete floor, sending outward in concentric ripples. An unsteady, flickering industrial light overhead casts a deep shadow, clinging to the cruiser's geometric frame and giving it the appearance of a predator circling in the darkness. The surrounding environment is a claustrophobic abyss of grimy, weeping brick walls and exposed, dripping pipes, with steam faintly rising from a nearby sewer grate. The color palette is stark and cold, dominated by the damp sheen of black asphalt and grey concrete, creating a tense, noir-saturated atmosphere full of potential power and imminent action.", + "seed": 9292, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_5/index_9240_seed_9292_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.118581108096987, + "vlm_logprob": -0.118581108096987, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.118581108096987, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2984778881072998 + ], + "opposite_logprob_tokens": [ + -1.4234778881072998 + ], + "logprob_reward": -0.2984778881072998, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2984778881072998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08854003995656967, + 0.09407810866832733, + 0.07759138941764832, + 0.06782952696084976, + 0.03150139003992081, + 0.4207150936126709, + 0.03375561907887459, + 0.08533550053834915, + 0.052976179867982864, + 0.047677166759967804 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.2984778881072998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564430944621563 + ], + "opposite_logprob_tokens": [ + -4.387564659118652 + ], + "logprob_reward": -0.012564430944621563, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564430944621563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1934114545583725, + 0.05914319306612015, + 0.2292349636554718, + 0.03222229331731796, + 0.09740700572729111, + 0.0608719140291214, + 0.06165163218975067, + 0.09516166150569916, + 0.1064329519867897, + 0.06446292251348495 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.012564430944621563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048668064177036285 + ], + "opposite_logprob_tokens": [ + -3.048668146133423 + ], + "logprob_reward": -0.048668064177036285, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048668064177036285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13921460509300232, + 0.1798233985900879, + 0.1349334567785263, + 0.03375348076224327, + 0.07471513748168945, + 0.0918373242020607, + 0.08012879639863968, + 0.10959714651107788, + 0.1087559163570404, + 0.047240760177373886 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.048668064177036285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630960550159216 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630960550159216, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630960550159216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21489982306957245, + 0.07620201259851456, + 0.17898283898830414, + 0.020892269909381866, + 0.04246694594621658, + 0.07451556622982025, + 0.04032265022397041, + 0.2737942934036255, + 0.037704817950725555, + 0.04021886736154556 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.007630960550159216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556419670581818 + ], + "opposite_logprob_tokens": [ + -1.6005642414093018 + ], + "logprob_reward": -0.22556419670581818, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556419670581818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13723331689834595, + 0.11187174171209335, + 0.0771656185388565, + 0.039644043892621994, + 0.047870948910713196, + 0.04447939991950989, + 0.057164907455444336, + 0.36128804087638855, + 0.0604112334549427, + 0.06287073343992233 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.22556419670581818 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide shot immerses itself in a rain-slick, dystopian alleyway. A hulking, matte-black electric cruiser sits idle, its angular, stealth-fighter-like frame absorbing the surrounding darkness. A single, thin, horizontal LED headlight cuts a cold, white gash through the gloom. The rider, a broad-shouldered silhouette clad in heavy, non-reflective tactical gear, is almost completely hidden in the oppressive darkness, their face concealed behind a featureless, dark helmet visor, catching fleeting flashes of light from above. The powerful electric motor emits a low-frequency hum, a deep hum so intense that it creates a visible, rhythmic beat in the murky puddles that collect on the broken concrete floor, sending outward in concentric ripples. An unsteady, flickering industrial light overhead casts a deep shadow, clinging to the cruiser's geometric frame and giving it the appearance of a predator circling in the darkness. The surrounding environment is a claustrophobic abyss of grimy, weeping brick walls and exposed, dripping pipes, with steam faintly rising from a nearby sewer grate. The color palette is stark and cold, dominated by the damp sheen of black asphalt and grey concrete, creating a tense, noir-saturated atmosphere full of potential power and imminent action.", + "seed": 9293, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_5/index_9240_seed_9293_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09193050228059292, + "vlm_logprob": -0.09193050228059292, + "vlm_yes_no_margin": 3.100000023841858, + "vlm_token_credit": -0.09193050228059292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24612170457839966 + ], + "opposite_logprob_tokens": [ + -1.6211216449737549 + ], + "logprob_reward": -0.24612170457839966, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.24612170457839966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08860630542039871, + 0.06741742789745331, + 0.05568275600671768, + 0.07580114901065826, + 0.13933788239955902, + 0.0889153853058815, + 0.07978373765945435, + 0.04542917013168335, + 0.05807224288582802, + 0.3009539246559143 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.24612170457839966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609875075519085 + ], + "opposite_logprob_tokens": [ + -4.141098976135254 + ], + "logprob_reward": -0.01609875075519085, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609875075519085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24772529304027557, + 0.13498172163963318, + 0.04996725171804428, + 0.16881194710731506, + 0.07500844448804855, + 0.03937431797385216, + 0.03760020434856415, + 0.033087100833654404, + 0.021019775420427322, + 0.19242390990257263 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.01609875075519085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048678282648324966 + ], + "opposite_logprob_tokens": [ + -3.048678398132324 + ], + "logprob_reward": -0.048678282648324966, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048678282648324966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.178045392036438, + 0.045566949993371964, + 0.1059553325176239, + 0.09178895503282547, + 0.14552435278892517, + 0.10726259648799896, + 0.07394084334373474, + 0.10016468167304993, + 0.03422757238149643, + 0.11752328276634216 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.048678282648324966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954977124929428 + ], + "opposite_logprob_tokens": [ + -5.130954742431641 + ], + "logprob_reward": -0.005954977124929428, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954977124929428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21093237400054932, + 0.11790484935045242, + 0.09790823608636856, + 0.09185094386339188, + 0.10735777765512466, + 0.09713782370090485, + 0.09963450580835342, + 0.03745254501700401, + 0.030538417398929596, + 0.10928253829479218 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.005954977124929428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427987962961197 + ], + "opposite_logprob_tokens": [ + -2.017798900604248 + ], + "logprob_reward": -0.1427987962961197, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1427987962961197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11612585932016373, + 0.05669986829161644, + 0.0473945215344429, + 0.13462552428245544, + 0.22961734235286713, + 0.08789704740047455, + 0.05482979491353035, + 0.11228793859481812, + 0.04263567924499512, + 0.11788644641637802 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.1427987962961197 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide shot immerses itself in a rain-slick, dystopian alleyway. A hulking, matte-black electric cruiser sits idle, its angular, stealth-fighter-like frame absorbing the surrounding darkness. A single, thin, horizontal LED headlight cuts a cold, white gash through the gloom. The rider, a broad-shouldered silhouette clad in heavy, non-reflective tactical gear, is almost completely hidden in the oppressive darkness, their face concealed behind a featureless, dark helmet visor, catching fleeting flashes of light from above. The powerful electric motor emits a low-frequency hum, a deep hum so intense that it creates a visible, rhythmic beat in the murky puddles that collect on the broken concrete floor, sending outward in concentric ripples. An unsteady, flickering industrial light overhead casts a deep shadow, clinging to the cruiser's geometric frame and giving it the appearance of a predator circling in the darkness. The surrounding environment is a claustrophobic abyss of grimy, weeping brick walls and exposed, dripping pipes, with steam faintly rising from a nearby sewer grate. The color palette is stark and cold, dominated by the damp sheen of black asphalt and grey concrete, creating a tense, noir-saturated atmosphere full of potential power and imminent action.", + "seed": 9294, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_5/index_9240_seed_9294_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1259036695584655, + "vlm_logprob": -0.1259036695584655, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.1259036695584655, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3350004255771637 + ], + "opposite_logprob_tokens": [ + -1.3350003957748413 + ], + "logprob_reward": -0.3350004255771637, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3350004255771637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08439331501722336, + 0.05678095296025276, + 0.13324373960494995, + 0.07437953352928162, + 0.12631578743457794, + 0.07587491720914841, + 0.2378225326538086, + 0.09108266234397888, + 0.08137612789869308, + 0.0387304350733757 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.3350004255771637 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821926236152649 + ], + "opposite_logprob_tokens": [ + -4.018219470977783 + ], + "logprob_reward": -0.01821926236152649, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821926236152649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12292403727769852, + 0.08659955114126205, + 0.13939733803272247, + 0.14917324483394623, + 0.03873675689101219, + 0.023750804364681244, + 0.026217153295874596, + 0.05702139809727669, + 0.25787535309791565, + 0.09830434620380402 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.01821926236152649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307927191257477 + ], + "opposite_logprob_tokens": [ + -3.168079376220703 + ], + "logprob_reward": -0.04307927191257477, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307927191257477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07968322932720184, + 0.08700838685035706, + 0.11631044000387192, + 0.09388487040996552, + 0.09341907501220703, + 0.053313035517930984, + 0.038628045469522476, + 0.03812369704246521, + 0.17924585938453674, + 0.22038337588310242 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.04307927191257477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636639289557934 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.007636639289557934, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636639289557934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20549364387989044, + 0.1618531346321106, + 0.26309269666671753, + 0.040066804736852646, + 0.03505704924464226, + 0.016738275066018105, + 0.033019885420799255, + 0.04177778214216232, + 0.12610387802124023, + 0.07679689675569534 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.007636639289557934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low and the shot a static wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a matte-black electric cruiser with an angular, stealth-fighter-like frame visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single, thin, horizontal LED headlight emitting cold white light visible on the cruiser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a rain-slicked alleyway with grimy brick walls, exposed dripping pipes, and steam rising from a sewer grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are visible concentric ripples created in the puddles by a rhythmic beat from the motor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558274865150452 + ], + "opposite_logprob_tokens": [ + -1.6005827188491821 + ], + "logprob_reward": -0.22558274865150452, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558274865150452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.284229576587677, + 0.07909031957387924, + 0.08283967524766922, + 0.1605052649974823, + 0.0521005317568779, + 0.06734133511781693, + 0.058210719376802444, + 0.07140057533979416, + 0.05177268758416176, + 0.09250932931900024 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.22558274865150452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_6/index_tensor([8213, 8213])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_6/index_tensor([8213, 8213])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5dba4764dbc1abedfc71201c868856b8e68d1b21 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_6/index_tensor([8213, 8213])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, slowly tilting upward shot, filmed from a first-person perspective, places the viewer squarely within the young woman's experience. A few strands of dark brown hair fall to the edge of her vision, adorned by her tilted head. A single bright red ribbon, embellishing her hair, becomes the sole warm accent in the otherwise chilly nightscape. Her gaze, piercing a layer of accumulating, warm tears, reaches out to the inky night sky. A magnificent meteor shower unfolds, countless beams of blazing white and pale gold streaking through the velvety darkness with breathtaking clarity. Each meteor trails a long, luminous trail, a fleeting inscription of the universe. The high level of detail and realism allows for the precise dissipation of each trail to be seen. However, this crystal-clear image is distorted and blurred by the tears welling up in her eyes. Her peripheral vision begins to waver, and the light of distant stars and passing meteors is stretched and refracted in her wet vision, transforming into fragmented, shimmering iridescent specks, as if peering through a flowing natural crystal. The imagery creates a stark contrast between the sharp light of a shooting star and the liquid blur caused by tears, creating an immersive atmosphere that is both majestic and deeply personal, filled with silent pathos and awe.", + "seed": 3335, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_6/index_8213_seed_3335_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1366043897345662, + "vlm_logprob": -0.1366043897345662, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.1366043897345662, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4420454204082489 + ], + "opposite_logprob_tokens": [ + -1.0670454502105713 + ], + "logprob_reward": -0.4420454204082489, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4420454204082489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13873790204524994, + 0.049650806933641434, + 0.2179015874862671, + 0.09647611528635025, + 0.14575612545013428, + 0.1388135850429535, + 0.042967990040779114, + 0.0583132803440094, + 0.06699058413505554, + 0.044391993433237076 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.4420454204082489 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555602006614208 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.012555602006614208, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555602006614208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09683103859424591, + 0.21212419867515564, + 0.0961693599820137, + 0.09891513735055923, + 0.060387350618839264, + 0.06578942388296127, + 0.15084587037563324, + 0.07983861863613129, + 0.036371294409036636, + 0.10272771865129471 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.012555602006614208 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185196444392204 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185196444392204, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185196444392204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1347772479057312, + 0.053055331110954285, + 0.09565893560647964, + 0.048921406269073486, + 0.0748242512345314, + 0.04055285081267357, + 0.04505407065153122, + 0.1477588266134262, + 0.11539800465106964, + 0.24399904906749725 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.018185196444392204 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158728957176208 + ], + "opposite_logprob_tokens": [ + -1.7015873193740845 + ], + "logprob_reward": -0.20158728957176208, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158728957176208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13220879435539246, + 0.042738474905490875, + 0.058929443359375, + 0.11098216474056244, + 0.16835327446460724, + 0.07802830636501312, + 0.1194365918636322, + 0.12492042034864426, + 0.09899765998125076, + 0.06540484726428986 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.20158728957176208 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864844024181366 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.00864844024181366, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864844024181366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12384822219610214, + 0.0703156441450119, + 0.1172308474779129, + 0.1864931434392929, + 0.07819561660289764, + 0.1501496285200119, + 0.044882602989673615, + 0.05955473333597183, + 0.09203707426786423, + 0.07729247957468033 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.00864844024181366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, slowly tilting upward shot, filmed from a first-person perspective, places the viewer squarely within the young woman's experience. A few strands of dark brown hair fall to the edge of her vision, adorned by her tilted head. A single bright red ribbon, embellishing her hair, becomes the sole warm accent in the otherwise chilly nightscape. Her gaze, piercing a layer of accumulating, warm tears, reaches out to the inky night sky. A magnificent meteor shower unfolds, countless beams of blazing white and pale gold streaking through the velvety darkness with breathtaking clarity. Each meteor trails a long, luminous trail, a fleeting inscription of the universe. The high level of detail and realism allows for the precise dissipation of each trail to be seen. However, this crystal-clear image is distorted and blurred by the tears welling up in her eyes. Her peripheral vision begins to waver, and the light of distant stars and passing meteors is stretched and refracted in her wet vision, transforming into fragmented, shimmering iridescent specks, as if peering through a flowing natural crystal. The imagery creates a stark contrast between the sharp light of a shooting star and the liquid blur caused by tears, creating an immersive atmosphere that is both majestic and deeply personal, filled with silent pathos and awe.", + "seed": 3336, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_6/index_8213_seed_3336_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1450852107256651, + "vlm_logprob": -0.1450852107256651, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.1450852107256651, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5936036705970764 + ], + "opposite_logprob_tokens": [ + -0.8436036705970764 + ], + "logprob_reward": -0.5936036705970764, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5936036705970764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08871646225452423, + 0.20001430809497833, + 0.10952257364988327, + 0.048832397907972336, + 0.07418807595968246, + 0.13972677290439606, + 0.05357574671506882, + 0.07408246397972107, + 0.10335811227560043, + 0.1079830676317215 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.5936036705970764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016095347702503204 + ], + "opposite_logprob_tokens": [ + -4.141095161437988 + ], + "logprob_reward": -0.016095347702503204, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016095347702503204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13342228531837463, + 0.2521604001522064, + 0.07950224727392197, + 0.05755435675382614, + 0.05041370168328285, + 0.039882633835077286, + 0.08226002752780914, + 0.11057785153388977, + 0.058975767344236374, + 0.13525070250034332 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.016095347702503204 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642295375466347 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642295375466347, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642295375466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059695687144994736, + 0.3126257658004761, + 0.05890262499451637, + 0.06584624946117401, + 0.11313289403915405, + 0.03135756775736809, + 0.04388434812426567, + 0.06319891661405563, + 0.04472105950117111, + 0.20663487911224365 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.008642295375466347 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033588111400604 + ], + "opposite_logprob_tokens": [ + -2.3503358364105225 + ], + "logprob_reward": -0.10033588111400604, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033588111400604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08418548852205276, + 0.06163337081670761, + 0.0678286999464035, + 0.03566179424524307, + 0.04879293218255043, + 0.070447638630867, + 0.19855768978595734, + 0.2837316393852234, + 0.08096492290496826, + 0.06819583475589752 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.10033588111400604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748858839273453 + ], + "opposite_logprob_tokens": [ + -5.006748676300049 + ], + "logprob_reward": -0.006748858839273453, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748858839273453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09535733610391617, + 0.036109913140535355, + 0.06732881814241409, + 0.019807549193501472, + 0.04410380870103836, + 0.1831625998020172, + 0.08405420184135437, + 0.12324054539203644, + 0.13357454538345337, + 0.213260680437088 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.006748858839273453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, slowly tilting upward shot, filmed from a first-person perspective, places the viewer squarely within the young woman's experience. A few strands of dark brown hair fall to the edge of her vision, adorned by her tilted head. A single bright red ribbon, embellishing her hair, becomes the sole warm accent in the otherwise chilly nightscape. Her gaze, piercing a layer of accumulating, warm tears, reaches out to the inky night sky. A magnificent meteor shower unfolds, countless beams of blazing white and pale gold streaking through the velvety darkness with breathtaking clarity. Each meteor trails a long, luminous trail, a fleeting inscription of the universe. The high level of detail and realism allows for the precise dissipation of each trail to be seen. However, this crystal-clear image is distorted and blurred by the tears welling up in her eyes. Her peripheral vision begins to waver, and the light of distant stars and passing meteors is stretched and refracted in her wet vision, transforming into fragmented, shimmering iridescent specks, as if peering through a flowing natural crystal. The imagery creates a stark contrast between the sharp light of a shooting star and the liquid blur caused by tears, creating an immersive atmosphere that is both majestic and deeply personal, filled with silent pathos and awe.", + "seed": 3337, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_6/index_8213_seed_3337_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08801819123327732, + "vlm_logprob": -0.08801819123327732, + "vlm_yes_no_margin": 3.2499999523162844, + "vlm_token_credit": -0.08801819123327732, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32787632942199707 + ], + "opposite_logprob_tokens": [ + -1.327876329421997 + ], + "logprob_reward": -0.32787632942199707, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.32787632942199707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1711069494485855, + 0.30707696080207825, + 0.07094929367303848, + 0.03296627476811409, + 0.12909653782844543, + 0.04074230045080185, + 0.01955448091030121, + 0.030406158417463303, + 0.05898835137486458, + 0.13911275565624237 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.32787632942199707 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207203596830368 + ], + "opposite_logprob_tokens": [ + -4.01820707321167 + ], + "logprob_reward": -0.018207203596830368, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018207203596830368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038337573409080505, + 0.20745956897735596, + 0.05175800994038582, + 0.017241299152374268, + 0.02674117684364319, + 0.03908995911478996, + 0.020226934924721718, + 0.05097038671374321, + 0.3728910982608795, + 0.1752839982509613 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.018207203596830368 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205377355217934 + ], + "opposite_logprob_tokens": [ + -2.812053680419922 + ], + "logprob_reward": -0.06205377355217934, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205377355217934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03114292398095131, + 0.25952282547950745, + 0.03424481675028801, + 0.010335208848118782, + 0.0183993149548769, + 0.023544706404209137, + 0.013875925913453102, + 0.03510765731334686, + 0.03189817816019058, + 0.5419284105300903 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.06205377355217934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330426312983036 + ], + "opposite_logprob_tokens": [ + -3.7733042240142822 + ], + "logprob_reward": -0.02330426312983036, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330426312983036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09540323913097382, + 0.6349733471870422, + 0.019379233941435814, + 0.04253825545310974, + 0.0271317046135664, + 0.022837430238723755, + 0.05192882940173149, + 0.026629522442817688, + 0.023032303899526596, + 0.05614621937274933 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.02330426312983036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649386465549469 + ], + "opposite_logprob_tokens": [ + -4.7586493492126465 + ], + "logprob_reward": -0.008649386465549469, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649386465549469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09235629439353943, + 0.5842493176460266, + 0.07562199234962463, + 0.01973847858607769, + 0.03064945712685585, + 0.025734705850481987, + 0.027606353163719177, + 0.02461378276348114, + 0.06072508171200752, + 0.05870458483695984 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.008649386465549469 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, slowly tilting upward shot, filmed from a first-person perspective, places the viewer squarely within the young woman's experience. A few strands of dark brown hair fall to the edge of her vision, adorned by her tilted head. A single bright red ribbon, embellishing her hair, becomes the sole warm accent in the otherwise chilly nightscape. Her gaze, piercing a layer of accumulating, warm tears, reaches out to the inky night sky. A magnificent meteor shower unfolds, countless beams of blazing white and pale gold streaking through the velvety darkness with breathtaking clarity. Each meteor trails a long, luminous trail, a fleeting inscription of the universe. The high level of detail and realism allows for the precise dissipation of each trail to be seen. However, this crystal-clear image is distorted and blurred by the tears welling up in her eyes. Her peripheral vision begins to waver, and the light of distant stars and passing meteors is stretched and refracted in her wet vision, transforming into fragmented, shimmering iridescent specks, as if peering through a flowing natural crystal. The imagery creates a stark contrast between the sharp light of a shooting star and the liquid blur caused by tears, creating an immersive atmosphere that is both majestic and deeply personal, filled with silent pathos and awe.", + "seed": 3338, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_6/index_8213_seed_3338_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.32131523033604026, + "vlm_logprob": -0.32131523033604026, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.32131523033604026, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7666110396385193 + ], + "opposite_logprob_tokens": [ + -0.6416110396385193 + ], + "logprob_reward": -0.7666110396385193, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7666110396385193, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.160005122423172, + 0.12607258558273315, + 0.032736048102378845, + 0.1404527723789215, + 0.07122144848108292, + 0.08105140924453735, + 0.1284673511981964, + 0.05762162059545517, + 0.1392662227153778, + 0.06310544908046722 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.7666110396385193 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381188727915287 + ], + "opposite_logprob_tokens": [ + -3.288118839263916 + ], + "logprob_reward": -0.0381188727915287, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381188727915287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08033274859189987, + 0.09933662414550781, + 0.028844891116023064, + 0.1976480931043625, + 0.037363503128290176, + 0.043350763618946075, + 0.275646835565567, + 0.04202822968363762, + 0.1705646812915802, + 0.024883601814508438 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.0381188727915287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577652335166931 + ], + "opposite_logprob_tokens": [ + -0.6327652335166931 + ], + "logprob_reward": -0.7577652335166931, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577652335166931, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3197443187236786, + 0.02690874971449375, + 0.027858931571245193, + 0.12435074150562286, + 0.03431135043501854, + 0.03982928767800331, + 0.14695625007152557, + 0.1758914738893509, + 0.06944163888692856, + 0.034707210958004 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.7577652335166931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038124725222587585 + ], + "opposite_logprob_tokens": [ + -3.2881247997283936 + ], + "logprob_reward": -0.038124725222587585, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038124725222587585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2417827844619751, + 0.02303650602698326, + 0.04611256346106529, + 0.1700829416513443, + 0.03266369178891182, + 0.09279903024435043, + 0.16168728470802307, + 0.051829636096954346, + 0.11373047530651093, + 0.06627505272626877 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.038124725222587585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video filmed from a first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are strands of dark brown hair visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single bright red ribbon visible in the woman's hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by a meteor shower with beams of white and pale gold light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image of the sky distorted and blurred by tears, creating fragmented shimmering specks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059562805108726025 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.0059562805108726025, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059562805108726025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22155305743217468, + 0.05283486470580101, + 0.05461197718977928, + 0.24441075325012207, + 0.02811489813029766, + 0.10202023386955261, + 0.07499317824840546, + 0.07691444456577301, + 0.054225970059633255, + 0.0903206616640091 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0059562805108726025 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_7/index_tensor([757, 757])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_7/index_tensor([757, 757])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ffe6272494033f08e23dd38bba4e41f49ddc28b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_7/index_tensor([757, 757])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide, static shot, captured from a slightly upward angle, captures a magnificent Baroque-style ballroom. In the center of the room, a vast, glittering, cascading crystal chandelier radiates a warm, dazzling golden glow. Beneath its shimmer, a pair of lovers dance gracefully to the melodious music of a waltz. The man, dressed in a perfectly tailored black tuxedo, stands tall, his deep eyes filled with tenderness. The woman, in a champagne-colored, off-the-shoulder silk gown, her elegant dark brown hair swaying gently with her steps, a smile of bliss on her face. They gaze deeply into each other's hearts, one hand gently grasping the woman's slender waist, the other intertwining their fingers. Their intertwined figures are clearly reflected on the polished marble floor. As the dance continues, a magical transformation begins: their figures first become blurred and translucent, like watercolors smearing in water, their contours dissolving. Then, the colors and textures of their clothing fade, and the chandelier's light begins to penetrate their increasingly ethereal forms. Finally, in an elegant rotation, their figures turned into countless shimmering golden dust particles and completely dissipated into the air, leaving only the center of the dance floor empty. Only the crystal chandelier was still brilliant, rendering the entire scene with a dreamy and slightly sad atmosphere of eternal romance.", + "seed": 18636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_7/index_757_seed_18636_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01713375065010041, + "vlm_logprob": -0.01713375065010041, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.01713375065010041, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007365098223090172 + ], + "opposite_logprob_tokens": [ + -5.0073652267456055 + ], + "logprob_reward": -0.007365098223090172, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007365098223090172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43851107358932495, + 0.12020379304885864, + 0.07443317025899887, + 0.0648745521903038, + 0.0341438427567482, + 0.0344717875123024, + 0.03406809642910957, + 0.06908094882965088, + 0.03923923149704933, + 0.09097348153591156 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.007365098223090172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497065931558609 + ], + "opposite_logprob_tokens": [ + -2.9299707412719727 + ], + "logprob_reward": -0.05497065931558609, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497065931558609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11967822909355164, + 0.07367810606956482, + 0.1818600296974182, + 0.07661012560129166, + 0.11499626189470291, + 0.12826299667358398, + 0.12742872536182404, + 0.049460478127002716, + 0.05006697028875351, + 0.07795809954404831 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.05497065931558609 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015142414486035705 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015142414486035705, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015142414486035705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07564030587673187, + 0.12948349118232727, + 0.0788939967751503, + 0.04087384417653084, + 0.027342764660716057, + 0.02616526558995247, + 0.029801178723573685, + 0.05009675770998001, + 0.04798862338066101, + 0.49371370673179626 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.0015142414486035705 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076333265751600266 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.0076333265751600266, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076333265751600266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14290881156921387, + 0.08983708173036575, + 0.03341744467616081, + 0.04278435558080673, + 0.02825886383652687, + 0.029119685292243958, + 0.0293715912848711, + 0.027953501790761948, + 0.0375417098402977, + 0.5388068556785583 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0076333265751600266 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185427688062191 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.014185427688062191, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185427688062191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3826359510421753, + 0.09844246506690979, + 0.10704702138900757, + 0.0703616514801979, + 0.10871463268995285, + 0.03391844406723976, + 0.05474177002906799, + 0.0713672935962677, + 0.023596536368131638, + 0.0491742342710495 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.014185427688062191 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, static shot, captured from a slightly upward angle, captures a magnificent Baroque-style ballroom. In the center of the room, a vast, glittering, cascading crystal chandelier radiates a warm, dazzling golden glow. Beneath its shimmer, a pair of lovers dance gracefully to the melodious music of a waltz. The man, dressed in a perfectly tailored black tuxedo, stands tall, his deep eyes filled with tenderness. The woman, in a champagne-colored, off-the-shoulder silk gown, her elegant dark brown hair swaying gently with her steps, a smile of bliss on her face. They gaze deeply into each other's hearts, one hand gently grasping the woman's slender waist, the other intertwining their fingers. Their intertwined figures are clearly reflected on the polished marble floor. As the dance continues, a magical transformation begins: their figures first become blurred and translucent, like watercolors smearing in water, their contours dissolving. Then, the colors and textures of their clothing fade, and the chandelier's light begins to penetrate their increasingly ethereal forms. Finally, in an elegant rotation, their figures turned into countless shimmering golden dust particles and completely dissipated into the air, leaving only the center of the dance floor empty. Only the crystal chandelier was still brilliant, rendering the entire scene with a dreamy and slightly sad atmosphere of eternal romance.", + "seed": 18637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_7/index_757_seed_18637_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3372102269902825, + "vlm_logprob": -0.3372102269902825, + "vlm_yes_no_margin": 2.924999976158142, + "vlm_token_credit": -0.3372102269902825, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.502544641494751 + ], + "opposite_logprob_tokens": [ + -0.2525445818901062 + ], + "logprob_reward": -1.502544641494751, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.502544641494751, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3807472288608551, + 0.061133772134780884, + 0.11720606684684753, + 0.02662571705877781, + 0.21483419835567474, + 0.03305961936712265, + 0.024320244789123535, + 0.09087279438972473, + 0.023098809644579887, + 0.028101515024900436 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -1.502544641494751 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287051558494568 + ], + "opposite_logprob_tokens": [ + -2.0178704261779785 + ], + "logprob_reward": -0.14287051558494568, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14287051558494568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2540540099143982, + 0.08246948570013046, + 0.060619186609983444, + 0.0799204558134079, + 0.10253695398569107, + 0.02989656664431095, + 0.03670810908079147, + 0.2689991593360901, + 0.030140306800603867, + 0.05465579777956009 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.14287051558494568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099181387573481 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099181387573481, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099181387573481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3375035226345062, + 0.06325901299715042, + 0.09572556614875793, + 0.039906095713377, + 0.1590229719877243, + 0.03044796548783779, + 0.02270670048892498, + 0.1670701652765274, + 0.029275700449943542, + 0.05508233979344368 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.004099181387573481 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739978212863207 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006739978212863207, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739978212863207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2533184587955475, + 0.04054023697972298, + 0.07224003225564957, + 0.02818220667541027, + 0.12007921934127808, + 0.040628690272569656, + 0.02747008204460144, + 0.250139057636261, + 0.019738707691431046, + 0.14766336977481842 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.006739978212863207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029796818271279335 + ], + "opposite_logprob_tokens": [ + -3.529796838760376 + ], + "logprob_reward": -0.029796818271279335, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029796818271279335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3162451684474945, + 0.053671836853027344, + 0.07201749086380005, + 0.017845487222075462, + 0.12092792987823486, + 0.04529957100749016, + 0.10383997857570648, + 0.20723067224025726, + 0.018859878182411194, + 0.044062014669179916 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.029796818271279335 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, static shot, captured from a slightly upward angle, captures a magnificent Baroque-style ballroom. In the center of the room, a vast, glittering, cascading crystal chandelier radiates a warm, dazzling golden glow. Beneath its shimmer, a pair of lovers dance gracefully to the melodious music of a waltz. The man, dressed in a perfectly tailored black tuxedo, stands tall, his deep eyes filled with tenderness. The woman, in a champagne-colored, off-the-shoulder silk gown, her elegant dark brown hair swaying gently with her steps, a smile of bliss on her face. They gaze deeply into each other's hearts, one hand gently grasping the woman's slender waist, the other intertwining their fingers. Their intertwined figures are clearly reflected on the polished marble floor. As the dance continues, a magical transformation begins: their figures first become blurred and translucent, like watercolors smearing in water, their contours dissolving. Then, the colors and textures of their clothing fade, and the chandelier's light begins to penetrate their increasingly ethereal forms. Finally, in an elegant rotation, their figures turned into countless shimmering golden dust particles and completely dissipated into the air, leaving only the center of the dance floor empty. Only the crystal chandelier was still brilliant, rendering the entire scene with a dreamy and slightly sad atmosphere of eternal romance.", + "seed": 18638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_7/index_757_seed_18638_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04503998782020062, + "vlm_logprob": -0.04503998782020062, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.04503998782020062, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016438761726021767 + ], + "opposite_logprob_tokens": [ + -4.141438961029053 + ], + "logprob_reward": -0.016438761726021767, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016438761726021767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6065862774848938, + 0.05818042531609535, + 0.027020979672670364, + 0.04241308569908142, + 0.05999134108424187, + 0.03577929735183716, + 0.04478432610630989, + 0.02308446355164051, + 0.03410063311457634, + 0.06805912405252457 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.016438761726021767 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992003262043 + ], + "opposite_logprob_tokens": [ + -1.8049200773239136 + ], + "logprob_reward": -0.17992003262043, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992003262043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.330459862947464, + 0.048925191164016724, + 0.051484182476997375, + 0.04327750205993652, + 0.058473970741033554, + 0.08491545170545578, + 0.1205173060297966, + 0.04636282101273537, + 0.10325600206851959, + 0.11232774704694748 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.17992003262043 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019413450499996543 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.0019413450499996543, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019413450499996543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2680501937866211, + 0.04713672026991844, + 0.050587475299835205, + 0.05430877208709717, + 0.033393558114767075, + 0.07958067208528519, + 0.0488869808614254, + 0.05337518826127052, + 0.12648601830005646, + 0.23819442093372345 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0019413450499996543 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036184806376695633 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036184806376695633, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036184806376695633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11653905361890793, + 0.023939000442624092, + 0.035266727209091187, + 0.014253433793783188, + 0.019535256549715996, + 0.023088952526450157, + 0.04324093833565712, + 0.039950452744960785, + 0.08754091709852219, + 0.5966452956199646 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0036184806376695633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023281319066882133 + ], + "opposite_logprob_tokens": [ + -3.7732813358306885 + ], + "logprob_reward": -0.023281319066882133, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023281319066882133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20358715951442719, + 0.14385728538036346, + 0.04859943315386772, + 0.061755113303661346, + 0.07220286875963211, + 0.062113940715789795, + 0.06263895332813263, + 0.04171018674969673, + 0.04780787229537964, + 0.2557271122932434 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.023281319066882133 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, static shot, captured from a slightly upward angle, captures a magnificent Baroque-style ballroom. In the center of the room, a vast, glittering, cascading crystal chandelier radiates a warm, dazzling golden glow. Beneath its shimmer, a pair of lovers dance gracefully to the melodious music of a waltz. The man, dressed in a perfectly tailored black tuxedo, stands tall, his deep eyes filled with tenderness. The woman, in a champagne-colored, off-the-shoulder silk gown, her elegant dark brown hair swaying gently with her steps, a smile of bliss on her face. They gaze deeply into each other's hearts, one hand gently grasping the woman's slender waist, the other intertwining their fingers. Their intertwined figures are clearly reflected on the polished marble floor. As the dance continues, a magical transformation begins: their figures first become blurred and translucent, like watercolors smearing in water, their contours dissolving. Then, the colors and textures of their clothing fade, and the chandelier's light begins to penetrate their increasingly ethereal forms. Finally, in an elegant rotation, their figures turned into countless shimmering golden dust particles and completely dissipated into the air, leaving only the center of the dance floor empty. Only the crystal chandelier was still brilliant, rendering the entire scene with a dreamy and slightly sad atmosphere of eternal romance.", + "seed": 18639, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_7/index_757_seed_18639_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5801803599111736, + "vlm_logprob": -0.5801803599111736, + "vlm_yes_no_margin": 1.9499999761581421, + "vlm_token_credit": -0.5801803599111736, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.350660562515259 + ], + "opposite_logprob_tokens": [ + -0.10066060721874237 + ], + "logprob_reward": -2.350660562515259, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.350660562515259, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10465367138385773, + 0.14408481121063232, + 0.09462402760982513, + 0.023780349642038345, + 0.020873894914984703, + 0.05792419612407684, + 0.05696725845336914, + 0.3937740921974182, + 0.018729044124484062, + 0.08458862453699112 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -2.350660562515259 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38722899556159973 + ], + "opposite_logprob_tokens": [ + -1.1372289657592773 + ], + "logprob_reward": -0.38722899556159973, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38722899556159973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15688328444957733, + 0.07953104376792908, + 0.060858529061079025, + 0.07659789174795151, + 0.13355682790279388, + 0.02644190937280655, + 0.0394933819770813, + 0.06473027914762497, + 0.03914256766438484, + 0.32276418805122375 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.38722899556159973 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005967182572931051 + ], + "opposite_logprob_tokens": [ + -5.130967140197754 + ], + "logprob_reward": -0.005967182572931051, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005967182572931051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11488091200590134, + 0.1347680240869522, + 0.09990648180246353, + 0.038788292557001114, + 0.024282947182655334, + 0.06107017770409584, + 0.0596567839384079, + 0.3474794030189514, + 0.01696609891951084, + 0.10220086574554443 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.005967182572931051 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215044677257538 + ], + "opposite_logprob_tokens": [ + -4.264214992523193 + ], + "logprob_reward": -0.014215044677257538, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215044677257538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08166728168725967, + 0.10666875541210175, + 0.0678081065416336, + 0.042528994381427765, + 0.027288537472486496, + 0.049542076885700226, + 0.04427356645464897, + 0.18343381583690643, + 0.029241230338811874, + 0.36754775047302246 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.014215044677257538 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a Baroque-style ballroom with a vast crystal chandelier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot wide, static, and captured from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do a man in a black tuxedo and a woman in a champagne-colored off-the-shoulder silk gown dance together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the dancers transform from solid figures into blurred translucent forms and finally into golden dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the polished marble floor visible reflecting the dancers' intertwined figures?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428300142288208 + ], + "opposite_logprob_tokens": [ + -2.0178298950195312 + ], + "logprob_reward": -0.1428300142288208, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428300142288208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14854945242404938, + 0.09838815033435822, + 0.07798217236995697, + 0.04246020317077637, + 0.03782055899500847, + 0.06024748086929321, + 0.05917460098862648, + 0.19009064137935638, + 0.03471682220697403, + 0.2505699396133423 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.1428300142288208 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_8/index_tensor([4125, 4125])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_8/index_tensor([4125, 4125])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..57a719ff0699911f1e3997033edf4365880961ce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_8/index_tensor([4125, 4125])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, rendered in the rich, hand-drawn style of Hayao Miyazaki's manga, focuses on a high school boy with short, slightly spiky brown hair, reminiscent of Taiju Tachibana. He stands motionless on a rain-soaked balcony in Tokyo, his face, characterized by soft, rounded features, tilted upward in pure awe, eyes wide and lips slightly parted. He wears a simple, white, short-sleeved school uniform made of soft fabric. The camera then begins to slowly zoom out, widening its angle to reveal the awe-inspiring scene unfolding before him. As the frame expands, a stunning, super-saturated rainbow emerges from behind dark, parted storm clouds, hovering majestically across the sprawling cityscape. The post-rain world is exquisitely detailed; every rooftop of the dense cityscape gleams, and the wet balcony floor reflects the clear sky. The entire scene is bathed in the soft, wondrous glow of the newly emerged sun, creating a warm and hopeful aura and making the rainbow the radiant centerpiece, casting an atmosphere of magical tranquility in a moment of quiet wonder.", + "seed": 655, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_8/index_4125_seed_655_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024649498192593454, + "vlm_logprob": -0.024649498192593454, + "vlm_yes_no_margin": 4.0749999523162845, + "vlm_token_credit": -0.024649498192593454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016513574868440628 + ], + "opposite_logprob_tokens": [ + -4.141513347625732 + ], + "logprob_reward": -0.016513574868440628, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016513574868440628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3494161367416382, + 0.06922072172164917, + 0.14333514869213104, + 0.04919373244047165, + 0.09801036864519119, + 0.09445690363645554, + 0.06486324220895767, + 0.03351620212197304, + 0.03312331810593605, + 0.06486420333385468 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.016513574868440628 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620497427880764 + ], + "opposite_logprob_tokens": [ + -2.812049627304077 + ], + "logprob_reward": -0.0620497427880764, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620497427880764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1967114359140396, + 0.14609265327453613, + 0.12621378898620605, + 0.06623101234436035, + 0.13714981079101562, + 0.079600989818573, + 0.05332071706652641, + 0.08074893057346344, + 0.07375525683164597, + 0.04017547890543938 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0620497427880764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181919876486063 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.0181919876486063, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181919876486063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13277049362659454, + 0.1349140852689743, + 0.0633479654788971, + 0.12269046157598495, + 0.13772886991500854, + 0.17317327857017517, + 0.05091752111911774, + 0.04505486041307449, + 0.03508450835943222, + 0.10431802272796631 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.0181919876486063 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031932813581079245 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031932813581079245, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031932813581079245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0756879597902298, + 0.1551254689693451, + 0.05045419931411743, + 0.05283806100487709, + 0.0383150540292263, + 0.2378818243741989, + 0.1067420244216919, + 0.11449997127056122, + 0.08747053146362305, + 0.08098487555980682 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.0031932813581079245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298904299736023 + ], + "opposite_logprob_tokens": [ + -3.773298978805542 + ], + "logprob_reward": -0.023298904299736023, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298904299736023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13653557002544403, + 0.09550777822732925, + 0.1913122981786728, + 0.0835721492767334, + 0.030962010845541954, + 0.22151726484298706, + 0.08343588560819626, + 0.046664025634527206, + 0.04913012310862541, + 0.061362870037555695 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.023298904299736023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, rendered in the rich, hand-drawn style of Hayao Miyazaki's manga, focuses on a high school boy with short, slightly spiky brown hair, reminiscent of Taiju Tachibana. He stands motionless on a rain-soaked balcony in Tokyo, his face, characterized by soft, rounded features, tilted upward in pure awe, eyes wide and lips slightly parted. He wears a simple, white, short-sleeved school uniform made of soft fabric. The camera then begins to slowly zoom out, widening its angle to reveal the awe-inspiring scene unfolding before him. As the frame expands, a stunning, super-saturated rainbow emerges from behind dark, parted storm clouds, hovering majestically across the sprawling cityscape. The post-rain world is exquisitely detailed; every rooftop of the dense cityscape gleams, and the wet balcony floor reflects the clear sky. The entire scene is bathed in the soft, wondrous glow of the newly emerged sun, creating a warm and hopeful aura and making the rainbow the radiant centerpiece, casting an atmosphere of magical tranquility in a moment of quiet wonder.", + "seed": 656, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_8/index_4125_seed_656_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024913974665105344, + "vlm_logprob": -0.024913974665105344, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.024913974665105344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008822626434266567 + ], + "opposite_logprob_tokens": [ + -4.883822441101074 + ], + "logprob_reward": -0.008822626434266567, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008822626434266567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5597127676010132, + 0.08528915047645569, + 0.033942826092243195, + 0.134858176112175, + 0.06085044890642166, + 0.02507818304002285, + 0.03236524760723114, + 0.03274955973029137, + 0.008134261704981327, + 0.02701939456164837 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.008822626434266567 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058943174779415 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058943174779415, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058943174779415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4112430810928345, + 0.05002765730023384, + 0.1535208523273468, + 0.11687137186527252, + 0.0678953304886818, + 0.03700502961874008, + 0.05165562406182289, + 0.04017157480120659, + 0.038732677698135376, + 0.032876770943403244 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.02058943174779415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206251308321953 + ], + "opposite_logprob_tokens": [ + -2.8120625019073486 + ], + "logprob_reward": -0.06206251308321953, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206251308321953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41776755452156067, + 0.05750831216573715, + 0.03901727870106697, + 0.10864207148551941, + 0.04281596094369888, + 0.07710858434438705, + 0.03737373650074005, + 0.12094995379447937, + 0.06923103332519531, + 0.029585527256131172 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.06206251308321953 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743649020791054 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743649020791054, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743649020791054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17150884866714478, + 0.04372422769665718, + 0.16791653633117676, + 0.18017587065696716, + 0.060498256236314774, + 0.08507154136896133, + 0.10335546731948853, + 0.11643870919942856, + 0.025062942877411842, + 0.046247560530900955 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.006743649020791054 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351653039455414 + ], + "opposite_logprob_tokens": [ + -3.6513516902923584 + ], + "logprob_reward": -0.026351653039455414, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351653039455414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.591340184211731, + 0.07420093566179276, + 0.030138785019516945, + 0.06535600125789642, + 0.03812149539589882, + 0.029860613867640495, + 0.028218183666467667, + 0.0962839126586914, + 0.023209761828184128, + 0.02327006123960018 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.026351653039455414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, rendered in the rich, hand-drawn style of Hayao Miyazaki's manga, focuses on a high school boy with short, slightly spiky brown hair, reminiscent of Taiju Tachibana. He stands motionless on a rain-soaked balcony in Tokyo, his face, characterized by soft, rounded features, tilted upward in pure awe, eyes wide and lips slightly parted. He wears a simple, white, short-sleeved school uniform made of soft fabric. The camera then begins to slowly zoom out, widening its angle to reveal the awe-inspiring scene unfolding before him. As the frame expands, a stunning, super-saturated rainbow emerges from behind dark, parted storm clouds, hovering majestically across the sprawling cityscape. The post-rain world is exquisitely detailed; every rooftop of the dense cityscape gleams, and the wet balcony floor reflects the clear sky. The entire scene is bathed in the soft, wondrous glow of the newly emerged sun, creating a warm and hopeful aura and making the rainbow the radiant centerpiece, casting an atmosphere of magical tranquility in a moment of quiet wonder.", + "seed": 657, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_8/index_4125_seed_657_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06687084045261145, + "vlm_logprob": -0.06687084045261145, + "vlm_yes_no_margin": 3.2749999523162843, + "vlm_token_credit": -0.06687084045261145, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0896388590335846 + ], + "opposite_logprob_tokens": [ + -2.4646389484405518 + ], + "logprob_reward": -0.0896388590335846, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0896388590335846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3542434871196747, + 0.2148936539888382, + 0.09250490367412567, + 0.12391961365938187, + 0.05035337805747986, + 0.05200532451272011, + 0.015757564455270767, + 0.02360672689974308, + 0.02610340528190136, + 0.04661194235086441 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0896388590335846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603633314371109 + ], + "opposite_logprob_tokens": [ + -1.9103633165359497 + ], + "logprob_reward": -0.1603633314371109, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603633314371109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2503390312194824, + 0.3028675317764282, + 0.11410479247570038, + 0.07250367850065231, + 0.05204223096370697, + 0.03579849749803543, + 0.02185644768178463, + 0.024092771112918854, + 0.027539242058992386, + 0.09885578602552414 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.1603633314371109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205982342362404 + ], + "opposite_logprob_tokens": [ + -2.8120598793029785 + ], + "logprob_reward": -0.06205982342362404, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205982342362404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0760505273938179, + 0.048621922731399536, + 0.05370267108082771, + 0.1255951225757599, + 0.03200194612145424, + 0.020489618182182312, + 0.04783441126346588, + 0.48040539026260376, + 0.01938169077038765, + 0.09591671079397202 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.06205982342362404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040968069806694984 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.0040968069806694984, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040968069806694984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07405747473239899, + 0.04273512214422226, + 0.058843981474637985, + 0.041997030377388, + 0.18161745369434357, + 0.08521085977554321, + 0.02508140727877617, + 0.2356799691915512, + 0.08496449887752533, + 0.1698121726512909 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.0040968069806694984 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181953813880682 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.0181953813880682, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181953813880682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15467524528503418, + 0.03531809523701668, + 0.06435421109199524, + 0.035672638565301895, + 0.06723245978355408, + 0.060222867876291275, + 0.032978303730487823, + 0.41783830523490906, + 0.061748817563056946, + 0.06995903700590134 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0181953813880682 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, rendered in the rich, hand-drawn style of Hayao Miyazaki's manga, focuses on a high school boy with short, slightly spiky brown hair, reminiscent of Taiju Tachibana. He stands motionless on a rain-soaked balcony in Tokyo, his face, characterized by soft, rounded features, tilted upward in pure awe, eyes wide and lips slightly parted. He wears a simple, white, short-sleeved school uniform made of soft fabric. The camera then begins to slowly zoom out, widening its angle to reveal the awe-inspiring scene unfolding before him. As the frame expands, a stunning, super-saturated rainbow emerges from behind dark, parted storm clouds, hovering majestically across the sprawling cityscape. The post-rain world is exquisitely detailed; every rooftop of the dense cityscape gleams, and the wet balcony floor reflects the clear sky. The entire scene is bathed in the soft, wondrous glow of the newly emerged sun, creating a warm and hopeful aura and making the rainbow the radiant centerpiece, casting an atmosphere of magical tranquility in a moment of quiet wonder.", + "seed": 658, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_8/index_4125_seed_658_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10278727696277201, + "vlm_logprob": -0.10278727696277201, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.10278727696277201, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016463620588183403 + ], + "opposite_logprob_tokens": [ + -4.141463756561279 + ], + "logprob_reward": -0.016463620588183403, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016463620588183403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22451241314411163, + 0.16119284927845, + 0.04506317153573036, + 0.03429366275668144, + 0.08296379446983337, + 0.19829480350017548, + 0.08262406289577484, + 0.037858039140701294, + 0.06045151501893997, + 0.07274575531482697 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.016463620588183403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307539016008377 + ], + "opposite_logprob_tokens": [ + -3.1680753231048584 + ], + "logprob_reward": -0.04307539016008377, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307539016008377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06311094015836716, + 0.042294301092624664, + 0.023163631558418274, + 0.020130839198827744, + 0.09843520820140839, + 0.6499708890914917, + 0.037729810923337936, + 0.015614520758390427, + 0.02412613295018673, + 0.025423720479011536 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.04307539016008377 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.428893119096756 + ], + "opposite_logprob_tokens": [ + -1.0538930892944336 + ], + "logprob_reward": -0.428893119096756, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.428893119096756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09700014442205429, + 0.05243294686079025, + 0.05320475623011589, + 0.07679274678230286, + 0.17466172575950623, + 0.31776952743530273, + 0.0710834339261055, + 0.0938006117939949, + 0.025012142956256866, + 0.03824203461408615 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.428893119096756 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00220104050822556 + ], + "opposite_logprob_tokens": [ + -6.127201080322266 + ], + "logprob_reward": -0.00220104050822556, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00220104050822556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09716632962226868, + 0.059666916728019714, + 0.042746271938085556, + 0.1035606861114502, + 0.22665174305438995, + 0.09098158776760101, + 0.06591997295618057, + 0.1044604703783989, + 0.08289233595132828, + 0.12595361471176147 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.00220104050822556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a high school boy with short, slightly spiky brown hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a simple white short-sleeved school uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy standing motionless on a rain-soaked balcony in a city setting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly zoom out to reveal a super-saturated rainbow emerging from dark storm clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a hand-drawn manga style reminiscent of Hayao Miyazaki's work?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303214460611343 + ], + "opposite_logprob_tokens": [ + -3.773303270339966 + ], + "logprob_reward": -0.023303214460611343, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303214460611343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1445997953414917, + 0.09396228939294815, + 0.09636042267084122, + 0.049777332693338394, + 0.09794211387634277, + 0.09627754986286163, + 0.07801704853773117, + 0.08796925842761993, + 0.07334861904382706, + 0.18174563348293304 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.023303214460611343 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_9/index_tensor([836, 836])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_9/index_tensor([836, 836])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..860cfd5533d6ba3a6b29cc6011902feeddc6f0d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_9/index_tensor([836, 836])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in mesmerizing super-slow motion with a static, locked-on camera, extreme close-ups capture the raw physics of impact. A sharply defined, powerful hand decisively strikes a flat, dark, non-reflective surface. With stark, high-contrast studio lighting sculpting every contour, the force of impact creates a stunningly visible shockwave, rippling through skin and muscle. The initial point of contact at the base of the palm violently compresses, and this mesmerizing rebound effect spreads across the back of the palm and up to the wrist in fluid, undulating waves, showcasing the elasticity of the muscles in raw, surreal detail. The color palette is minimalist and stark, focusing on warm, natural skin tones set against the deep, featureless black of the surface, creating an intensely visceral yet strangely beautiful atmosphere that isolates the sheer kinetic energy of that moment.", + "seed": 5327, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_9/index_836_seed_5327_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.35654698573052884, + "vlm_logprob": -0.35654698573052884, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.35654698573052884, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1208072230219841 + ], + "opposite_logprob_tokens": [ + -2.49580717086792 + ], + "logprob_reward": -0.1208072230219841, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.1208072230219841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06506805121898651, + 0.044563811272382736, + 0.0533156543970108, + 0.04465531185269356, + 0.15751352906227112, + 0.029048647731542587, + 0.06654870510101318, + 0.07773332297801971, + 0.3387064039707184, + 0.12284649908542633 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.1208072230219841 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236701250076294 + ], + "opposite_logprob_tokens": [ + -0.3486701250076294 + ], + "logprob_reward": -1.2236701250076294, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236701250076294, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0754280835390091, + 0.10716693103313446, + 0.04073382541537285, + 0.0676426887512207, + 0.2675988972187042, + 0.0474112443625927, + 0.10049497336149216, + 0.21047155559062958, + 0.0379769466817379, + 0.045074883848428726 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -1.2236701250076294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134772181510925 + ], + "opposite_logprob_tokens": [ + -1.4063477516174316 + ], + "logprob_reward": -0.28134772181510925, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134772181510925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07591971755027771, + 0.016430547460913658, + 0.024751076474785805, + 0.014286638237535954, + 0.14888496696949005, + 0.016307059675455093, + 0.040292371064424515, + 0.611204981803894, + 0.02008439227938652, + 0.03183821216225624 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.28134772181510925 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707798182964325 + ], + "opposite_logprob_tokens": [ + -2.127078056335449 + ], + "logprob_reward": -0.12707798182964325, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707798182964325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11934665590524673, + 0.07589346170425415, + 0.06260928511619568, + 0.07192705571651459, + 0.257063090801239, + 0.06618359684944153, + 0.06333428621292114, + 0.09675958007574081, + 0.08829233795404434, + 0.0985906794667244 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.12707798182964325 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983187697827816 + ], + "opposite_logprob_tokens": [ + -3.529831886291504 + ], + "logprob_reward": -0.02983187697827816, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983187697827816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11440613120794296, + 0.05547819286584854, + 0.06366820633411407, + 0.03680936247110367, + 0.21899932622909546, + 0.04722250625491142, + 0.0627620667219162, + 0.07857120037078857, + 0.13606438040733337, + 0.18601860105991364 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.02983187697827816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in mesmerizing super-slow motion with a static, locked-on camera, extreme close-ups capture the raw physics of impact. A sharply defined, powerful hand decisively strikes a flat, dark, non-reflective surface. With stark, high-contrast studio lighting sculpting every contour, the force of impact creates a stunningly visible shockwave, rippling through skin and muscle. The initial point of contact at the base of the palm violently compresses, and this mesmerizing rebound effect spreads across the back of the palm and up to the wrist in fluid, undulating waves, showcasing the elasticity of the muscles in raw, surreal detail. The color palette is minimalist and stark, focusing on warm, natural skin tones set against the deep, featureless black of the surface, creating an intensely visceral yet strangely beautiful atmosphere that isolates the sheer kinetic energy of that moment.", + "seed": 5328, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_9/index_836_seed_5328_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3217215766198933, + "vlm_logprob": -0.3217215766198933, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.3217215766198933, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14041580259799957 + ], + "opposite_logprob_tokens": [ + -2.515415906906128 + ], + "logprob_reward": -0.14041580259799957, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.14041580259799957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0874512791633606, + 0.08159159123897552, + 0.07988512516021729, + 0.16147613525390625, + 0.10659819096326828, + 0.036451585590839386, + 0.043581780046224594, + 0.2673952877521515, + 0.08304809033870697, + 0.05252091586589813 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.14041580259799957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063420295715332 + ], + "opposite_logprob_tokens": [ + -0.2813420593738556 + ], + "logprob_reward": -1.4063420295715332, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063420295715332, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05578865855932236, + 0.04255075752735138, + 0.04215323552489281, + 0.44832363724708557, + 0.09376553446054459, + 0.02854493074119091, + 0.12835153937339783, + 0.04840270057320595, + 0.02875526435673237, + 0.08336378633975983 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -1.4063420295715332 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016101213172078133 + ], + "opposite_logprob_tokens": [ + -4.141101360321045 + ], + "logprob_reward": -0.016101213172078133, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016101213172078133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07367029041051865, + 0.2444344460964203, + 0.12480906397104263, + 0.3206467926502228, + 0.02291381172835827, + 0.05030228942632675, + 0.03507106751203537, + 0.040689803659915924, + 0.026983341202139854, + 0.06047912314534187 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.016101213172078133 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038112908601760864 + ], + "opposite_logprob_tokens": [ + -3.2881128787994385 + ], + "logprob_reward": -0.038112908601760864, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038112908601760864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1280536651611328, + 0.06542295217514038, + 0.060421593487262726, + 0.17760232090950012, + 0.06298646330833435, + 0.017923763021826744, + 0.04252047464251518, + 0.14691869914531708, + 0.18407124280929565, + 0.11407876014709473 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.038112908601760864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076359291560947895 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.0076359291560947895, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076359291560947895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21372537314891815, + 0.1250273436307907, + 0.07296409457921982, + 0.24006852507591248, + 0.04376797750592232, + 0.07805248349905014, + 0.031035041436553, + 0.04306503385305405, + 0.039545878767967224, + 0.11274823546409607 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0076359291560947895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in mesmerizing super-slow motion with a static, locked-on camera, extreme close-ups capture the raw physics of impact. A sharply defined, powerful hand decisively strikes a flat, dark, non-reflective surface. With stark, high-contrast studio lighting sculpting every contour, the force of impact creates a stunningly visible shockwave, rippling through skin and muscle. The initial point of contact at the base of the palm violently compresses, and this mesmerizing rebound effect spreads across the back of the palm and up to the wrist in fluid, undulating waves, showcasing the elasticity of the muscles in raw, surreal detail. The color palette is minimalist and stark, focusing on warm, natural skin tones set against the deep, featureless black of the surface, creating an intensely visceral yet strangely beautiful atmosphere that isolates the sheer kinetic energy of that moment.", + "seed": 5329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_9/index_836_seed_5329_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3353935211896896, + "vlm_logprob": -0.3353935211896896, + "vlm_yes_no_margin": 1.724999988079071, + "vlm_token_credit": -0.3353935211896896, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22752512991428375 + ], + "opposite_logprob_tokens": [ + -1.7275251150131226 + ], + "logprob_reward": -0.22752512991428375, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.22752512991428375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2737967073917389, + 0.11817718297243118, + 0.07350371778011322, + 0.06771311908960342, + 0.04742185398936272, + 0.06363366544246674, + 0.10751708596944809, + 0.09889903664588928, + 0.10811791568994522, + 0.041219692677259445 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.22752512991428375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236897945404053 + ], + "opposite_logprob_tokens": [ + -0.3486897349357605 + ], + "logprob_reward": -1.2236897945404053, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2236897945404053, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17850735783576965, + 0.07661620527505875, + 0.059697575867176056, + 0.033326566219329834, + 0.07900407910346985, + 0.030014315620064735, + 0.08292174339294434, + 0.12679323554039001, + 0.24262312054634094, + 0.09049578011035919 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -1.2236897945404053 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903603464365005 + ], + "opposite_logprob_tokens": [ + -2.579035997390747 + ], + "logprob_reward": -0.07903603464365005, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903603464365005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05073794350028038, + 0.06837170571088791, + 0.09029019623994827, + 0.03336810693144798, + 0.03431715443730354, + 0.02146301604807377, + 0.041581135243177414, + 0.4624127447605133, + 0.09116050601005554, + 0.10629745572805405 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.07903603464365005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129869669675827 + ], + "opposite_logprob_tokens": [ + -2.2379870414733887 + ], + "logprob_reward": -0.1129869669675827, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129869669675827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2126433253288269, + 0.09917687624692917, + 0.07108678668737411, + 0.06146121025085449, + 0.023005317896604538, + 0.049502599984407425, + 0.05397345870733261, + 0.21711774170398712, + 0.12636005878448486, + 0.08567257225513458 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.1129869669675827 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337296798825264 + ], + "opposite_logprob_tokens": [ + -3.4087297916412354 + ], + "logprob_reward": -0.0337296798825264, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337296798825264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12370388209819794, + 0.1013277992606163, + 0.17465132474899292, + 0.07043759524822235, + 0.06073934584856033, + 0.04923444986343384, + 0.054778408259153366, + 0.17097510397434235, + 0.10263101011514664, + 0.09152111411094666 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.0337296798825264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in mesmerizing super-slow motion with a static, locked-on camera, extreme close-ups capture the raw physics of impact. A sharply defined, powerful hand decisively strikes a flat, dark, non-reflective surface. With stark, high-contrast studio lighting sculpting every contour, the force of impact creates a stunningly visible shockwave, rippling through skin and muscle. The initial point of contact at the base of the palm violently compresses, and this mesmerizing rebound effect spreads across the back of the palm and up to the wrist in fluid, undulating waves, showcasing the elasticity of the muscles in raw, surreal detail. The color palette is minimalist and stark, focusing on warm, natural skin tones set against the deep, featureless black of the surface, creating an intensely visceral yet strangely beautiful atmosphere that isolates the sheer kinetic energy of that moment.", + "seed": 5330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000203/group_9/index_836_seed_5330_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3439503192901611, + "vlm_logprob": -0.3439503192901611, + "vlm_yes_no_margin": 1.4, + "vlm_token_credit": -0.3439503192901611, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13584138453006744 + ], + "opposite_logprob_tokens": [ + -2.3858413696289062 + ], + "logprob_reward": -0.13584138453006744, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.13584138453006744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07290013879537582, + 0.10696814209222794, + 0.03917393088340759, + 0.041974473744630814, + 0.040510304272174835, + 0.2037341147661209, + 0.09684295952320099, + 0.18376502394676208, + 0.07435959577560425, + 0.13977134227752686 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.13584138453006744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743348956108093 + ], + "opposite_logprob_tokens": [ + -0.4743348956108093 + ], + "logprob_reward": -0.9743348956108093, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743348956108093, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0842554047703743, + 0.028224807232618332, + 0.04821043834090233, + 0.05152155086398125, + 0.1194329485297203, + 0.03281495347619057, + 0.018646184355020523, + 0.04139748960733414, + 0.2763326168060303, + 0.2991635501384735 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.9743348956108093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38708141446113586 + ], + "opposite_logprob_tokens": [ + -1.1370813846588135 + ], + "logprob_reward": -0.38708141446113586, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38708141446113586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07407961040735245, + 0.07996103167533875, + 0.11050837486982346, + 0.10927879065275192, + 0.07999107241630554, + 0.05050467699766159, + 0.044649288058280945, + 0.06587006896734238, + 0.09874550253152847, + 0.2864115834236145 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.38708141446113586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040842235088348 + ], + "opposite_logprob_tokens": [ + -1.9104083776474 + ], + "logprob_reward": -0.16040842235088348, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040842235088348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11451447755098343, + 0.08326034247875214, + 0.046507421880960464, + 0.05696855112910271, + 0.05472765490412712, + 0.10497143864631653, + 0.03731117770075798, + 0.1854388266801834, + 0.1388770043849945, + 0.1774231344461441 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.16040842235088348 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in super-slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static and locked-on without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a hand striking a flat, dark, non-reflective surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a visible shockwave rippling through the skin and muscle upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting stark and high-contrast, sculpting the contours of the hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062085479497909546 + ], + "opposite_logprob_tokens": [ + -2.8120853900909424 + ], + "logprob_reward": -0.062085479497909546, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062085479497909546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06651008874177933, + 0.02822810970246792, + 0.03332575038075447, + 0.048860736191272736, + 0.06079860404133797, + 0.18581904470920563, + 0.04187154024839401, + 0.12743251025676727, + 0.13954249024391174, + 0.26761117577552795 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.062085479497909546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_0/index_tensor([6573, 6573])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_0/index_tensor([6573, 6573])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..16d34d232532d35f44d256767c04f47e73c6c3ae --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_0/index_tensor([6573, 6573])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro close-up, captured from a slightly downward, level angle, the camera remains stationary, focused on a tightly closed lotus bud against a pristine, blank, rice paper-textured background. The lotus is rendered in the style of Chinese ink wash painting, its petals smudged with layers of translucent, light ink, while edges are outlined with a sharp, elegant, and concentrated burnt ink. As the camera gazes, the petals begin to unfold, one by one, at a visible yet incredibly graceful and deliberate pace. The movement is as fluid as water, each petal unfolding with subtle variations in ink intensity, as if an invisible brushstroke were painting the surface in real time. When the innermost petals finally open, a delicately carved child slowly emerges from within the golden lotus pod. He sports two signature buns and wears a small red bellyband with the feel of an ink wash painting. In his tiny hands, he clutches a fire-tipped spear, its tip ablaze with a dynamic, flickering flame, rendered in a mixture of cinnabar and gold ink. The entire scene is evenly illuminated by a soft, non-directional light with no obvious shadows. The main colors are classic black, white and gray, with only the child's red bellyband and the flame on the tip of the gun as embellishments, creating a sacred, quiet and fantasy atmosphere full of oriental mythology.", + "seed": 18771, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_0/index_6573_seed_18771_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.007933541759848594, + "vlm_logprob": -0.007933541759848594, + "vlm_yes_no_margin": 5.375, + "vlm_token_credit": -0.007933541759848594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003641642164438963 + ], + "opposite_logprob_tokens": [ + -5.878641605377197 + ], + "logprob_reward": -0.003641642164438963, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003641642164438963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09205522388219833, + 0.07248950749635696, + 0.10971343517303467, + 0.1111421212553978, + 0.09990163892507553, + 0.0917670950293541, + 0.04655204713344574, + 0.055075012147426605, + 0.13283205032348633, + 0.18847183883190155 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.003641642164438963 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651084542274475 + ], + "opposite_logprob_tokens": [ + -5.379651069641113 + ], + "logprob_reward": -0.004651084542274475, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651084542274475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09944679588079453, + 0.10130596905946732, + 0.055555298924446106, + 0.21883970499038696, + 0.11433249711990356, + 0.06138226389884949, + 0.06663390249013901, + 0.048163965344429016, + 0.09243184328079224, + 0.14190775156021118 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.004651084542274475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002828646684065461 + ], + "opposite_logprob_tokens": [ + -5.877828598022461 + ], + "logprob_reward": -0.002828646684065461, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002828646684065461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1429503858089447, + 0.07161107659339905, + 0.11169275641441345, + 0.10551290214061737, + 0.11715129762887955, + 0.06812208890914917, + 0.054989829659461975, + 0.1459382325410843, + 0.05372416228055954, + 0.1283072531223297 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.002828646684065461 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002202229807153344 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.002202229807153344, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002202229807153344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07967907935380936, + 0.039718225598335266, + 0.026532143354415894, + 0.05764474347233772, + 0.04470489174127579, + 0.09487539529800415, + 0.038264162838459015, + 0.10585866123437881, + 0.10665196180343628, + 0.4060707688331604 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.002202229807153344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634410560131073 + ], + "opposite_logprob_tokens": [ + -3.651344060897827 + ], + "logprob_reward": -0.02634410560131073, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634410560131073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07779380679130554, + 0.02636329084634781, + 0.3115047216415405, + 0.2355515956878662, + 0.03766933083534241, + 0.04924726113677025, + 0.13450714945793152, + 0.0245981402695179, + 0.05455600470304489, + 0.048208706080913544 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.02634410560131073 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, captured from a slightly downward, level angle, the camera remains stationary, focused on a tightly closed lotus bud against a pristine, blank, rice paper-textured background. The lotus is rendered in the style of Chinese ink wash painting, its petals smudged with layers of translucent, light ink, while edges are outlined with a sharp, elegant, and concentrated burnt ink. As the camera gazes, the petals begin to unfold, one by one, at a visible yet incredibly graceful and deliberate pace. The movement is as fluid as water, each petal unfolding with subtle variations in ink intensity, as if an invisible brushstroke were painting the surface in real time. When the innermost petals finally open, a delicately carved child slowly emerges from within the golden lotus pod. He sports two signature buns and wears a small red bellyband with the feel of an ink wash painting. In his tiny hands, he clutches a fire-tipped spear, its tip ablaze with a dynamic, flickering flame, rendered in a mixture of cinnabar and gold ink. The entire scene is evenly illuminated by a soft, non-directional light with no obvious shadows. The main colors are classic black, white and gray, with only the child's red bellyband and the flame on the tip of the gun as embellishments, creating a sacred, quiet and fantasy atmosphere full of oriental mythology.", + "seed": 18772, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_0/index_6573_seed_18772_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0073593500535935165, + "vlm_logprob": -0.0073593500535935165, + "vlm_yes_no_margin": 5.299999952316284, + "vlm_token_credit": -0.0073593500535935165, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0034633437171578407 + ], + "opposite_logprob_tokens": [ + -5.878463268280029 + ], + "logprob_reward": -0.0034633437171578407, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0034633437171578407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16307160258293152, + 0.10444074124097824, + 0.13293497264385223, + 0.02255534566938877, + 0.03426055982708931, + 0.06597698479890823, + 0.02762901782989502, + 0.0407373271882534, + 0.35795775055885315, + 0.05043574422597885 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0034633437171578407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979887880384922 + ], + "opposite_logprob_tokens": [ + -4.634799003601074 + ], + "logprob_reward": -0.00979887880384922, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979887880384922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10029342770576477, + 0.05958618223667145, + 0.200764462351799, + 0.04001583158969879, + 0.05261632055044174, + 0.09556946158409119, + 0.1040305569767952, + 0.15384237468242645, + 0.11928565055131912, + 0.07399572432041168 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.00979887880384922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017197832930833101 + ], + "opposite_logprob_tokens": [ + -6.376719951629639 + ], + "logprob_reward": -0.0017197832930833101, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017197832930833101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14960287511348724, + 0.039519693702459335, + 0.059439193457365036, + 0.019207315519452095, + 0.043775200843811035, + 0.15961937606334686, + 0.11233729124069214, + 0.1262063831090927, + 0.21365775167942047, + 0.07663493603467941 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.0017197832930833101 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036227568052709103 + ], + "opposite_logprob_tokens": [ + -5.628622531890869 + ], + "logprob_reward": -0.0036227568052709103, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036227568052709103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13957801461219788, + 0.035923611372709274, + 0.06028332561254501, + 0.030155548825860023, + 0.03563376143574715, + 0.0784858837723732, + 0.054556094110012054, + 0.10803217440843582, + 0.37669795751571655, + 0.08065365999937057 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0036227568052709103 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181919876486063 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.0181919876486063, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181919876486063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10207850486040115, + 0.02112753316760063, + 0.09614698588848114, + 0.019876476377248764, + 0.036765094846487045, + 0.034663327038288116, + 0.052552081644535065, + 0.040888264775276184, + 0.5784043669700623, + 0.017497340217232704 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0181919876486063 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, captured from a slightly downward, level angle, the camera remains stationary, focused on a tightly closed lotus bud against a pristine, blank, rice paper-textured background. The lotus is rendered in the style of Chinese ink wash painting, its petals smudged with layers of translucent, light ink, while edges are outlined with a sharp, elegant, and concentrated burnt ink. As the camera gazes, the petals begin to unfold, one by one, at a visible yet incredibly graceful and deliberate pace. The movement is as fluid as water, each petal unfolding with subtle variations in ink intensity, as if an invisible brushstroke were painting the surface in real time. When the innermost petals finally open, a delicately carved child slowly emerges from within the golden lotus pod. He sports two signature buns and wears a small red bellyband with the feel of an ink wash painting. In his tiny hands, he clutches a fire-tipped spear, its tip ablaze with a dynamic, flickering flame, rendered in a mixture of cinnabar and gold ink. The entire scene is evenly illuminated by a soft, non-directional light with no obvious shadows. The main colors are classic black, white and gray, with only the child's red bellyband and the flame on the tip of the gun as embellishments, creating a sacred, quiet and fantasy atmosphere full of oriental mythology.", + "seed": 18773, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_0/index_6573_seed_18773_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0067991424351930615, + "vlm_logprob": -0.0067991424351930615, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.0067991424351930615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009368151426315308 + ], + "opposite_logprob_tokens": [ + -4.759367942810059 + ], + "logprob_reward": -0.009368151426315308, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009368151426315308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14781583845615387, + 0.1978491246700287, + 0.08729419857263565, + 0.10231471806764603, + 0.030626457184553146, + 0.019049810245633125, + 0.03847036138176918, + 0.1909009963274002, + 0.15598899126052856, + 0.029689516872167587 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.009368151426315308 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003627745434641838 + ], + "opposite_logprob_tokens": [ + -5.628627777099609 + ], + "logprob_reward": -0.003627745434641838, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003627745434641838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14307674765586853, + 0.09087894856929779, + 0.06760236620903015, + 0.33641934394836426, + 0.020187444984912872, + 0.042690496891736984, + 0.03524155542254448, + 0.07623299211263657, + 0.15840646624565125, + 0.029263626784086227 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.003627745434641838 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260909907519817 + ], + "opposite_logprob_tokens": [ + -5.255260944366455 + ], + "logprob_reward": -0.005260909907519817, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260909907519817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0984184518456459, + 0.0741967260837555, + 0.028546079993247986, + 0.35444575548171997, + 0.019039936363697052, + 0.02623116225004196, + 0.05748371407389641, + 0.21430368721485138, + 0.09802904725074768, + 0.029305456206202507 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.005260909907519817 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031963707879185677 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.0031963707879185677, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031963707879185677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1473701298236847, + 0.04555626958608627, + 0.022472785785794258, + 0.26863330602645874, + 0.013735773973166943, + 0.03195612132549286, + 0.04223833233118057, + 0.2926228642463684, + 0.12000308185815811, + 0.015411293134093285 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.0031963707879185677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542534619569778 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542534619569778, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542534619569778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17243289947509766, + 0.11591065675020218, + 0.19630847871303558, + 0.1428499072790146, + 0.021576695144176483, + 0.032731976360082626, + 0.047714170068502426, + 0.11876565217971802, + 0.10404085367918015, + 0.0476687029004097 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.012542534619569778 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro close-up, captured from a slightly downward, level angle, the camera remains stationary, focused on a tightly closed lotus bud against a pristine, blank, rice paper-textured background. The lotus is rendered in the style of Chinese ink wash painting, its petals smudged with layers of translucent, light ink, while edges are outlined with a sharp, elegant, and concentrated burnt ink. As the camera gazes, the petals begin to unfold, one by one, at a visible yet incredibly graceful and deliberate pace. The movement is as fluid as water, each petal unfolding with subtle variations in ink intensity, as if an invisible brushstroke were painting the surface in real time. When the innermost petals finally open, a delicately carved child slowly emerges from within the golden lotus pod. He sports two signature buns and wears a small red bellyband with the feel of an ink wash painting. In his tiny hands, he clutches a fire-tipped spear, its tip ablaze with a dynamic, flickering flame, rendered in a mixture of cinnabar and gold ink. The entire scene is evenly illuminated by a soft, non-directional light with no obvious shadows. The main colors are classic black, white and gray, with only the child's red bellyband and the flame on the tip of the gun as embellishments, creating a sacred, quiet and fantasy atmosphere full of oriental mythology.", + "seed": 18774, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_0/index_6573_seed_18774_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00843744706362486, + "vlm_logprob": -0.00843744706362486, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.00843744706362486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0043724412098526955 + ], + "opposite_logprob_tokens": [ + -5.504372596740723 + ], + "logprob_reward": -0.0043724412098526955, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0043724412098526955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2225760817527771, + 0.0912742018699646, + 0.15384499728679657, + 0.17745740711688995, + 0.12462449818849564, + 0.05164538696408272, + 0.02860770933330059, + 0.035316288471221924, + 0.057070642709732056, + 0.05758284404873848 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0043724412098526955 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007647759281098843 + ], + "opposite_logprob_tokens": [ + -4.88264799118042 + ], + "logprob_reward": -0.007647759281098843, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007647759281098843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2574862837791443, + 0.08200903236865997, + 0.13240663707256317, + 0.14287707209587097, + 0.23906546831130981, + 0.022599730640649796, + 0.031203657388687134, + 0.03727784752845764, + 0.020536288619041443, + 0.034537944942712784 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.007647759281098843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036233505234122276 + ], + "opposite_logprob_tokens": [ + -5.6286234855651855 + ], + "logprob_reward": -0.0036233505234122276, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036233505234122276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23412075638771057, + 0.05980078503489494, + 0.10702097415924072, + 0.041673969477415085, + 0.24430535733699799, + 0.0707223042845726, + 0.03957434371113777, + 0.08958572894334793, + 0.060998860746622086, + 0.052196893841028214 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0036233505234122276 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961494520306587 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961494520306587, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961494520306587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30942097306251526, + 0.046652961522340775, + 0.09212926030158997, + 0.1972469836473465, + 0.19952575862407684, + 0.029643923044204712, + 0.023227164521813393, + 0.025767285376787186, + 0.03613327443599701, + 0.040252432227134705 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.005961494520306587 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a macro close-up of a lotus bud against a blank, rice paper-textured background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with Chinese ink wash painting, featuring translucent light ink and sharp burnt ink outlines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lotus petals unfold one by one at a slow, graceful pace, revealing a child inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a child with two buns, a red bellyband, and a fire-tipped spear visible emerging from the lotus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary, captured from a slightly downward, level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058218978345394 + ], + "opposite_logprob_tokens": [ + -3.8955821990966797 + ], + "logprob_reward": -0.02058218978345394, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058218978345394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17154233157634735, + 0.12023036926984787, + 0.18172384798526764, + 0.07332870364189148, + 0.03954353183507919, + 0.0799107775092125, + 0.13164590299129486, + 0.046055786311626434, + 0.10615261644124985, + 0.04986606538295746 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.02058218978345394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_1/index_tensor([2083, 2083])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_1/index_tensor([2083, 2083])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a72f8618a9aff86c2dcfc68b76234f8fa0ab4b41 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_1/index_tensor([2083, 2083])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely low-angle, static, ground-level shot captures the terrifying immediacy of a raging flash flood crashing against the weathered gray concrete of a city roadside. Rendered in a surreal macrophotography style, the camera focuses with exquisite clarity on the chaotic waters, an opaque, chocolate-brown torrent laden with sediment, churning violently. The scene is illuminated by the cold, flat light of an overcast sky, accentuating the stark hues of the muddy brown and the gray of the concrete. The water's surface is a roiling tapestry of frothy white foam and intricate whirlpools, cautiously dragging swirling debris like twigs and shredded leaves. Each raindrop in the torrential downpour explodes upon impact, forming a fleeting, perfectly detailed crater before blooming into a crown-like splash, its microscopic droplets catching the dim light. The entire torrent relentlessly rushes through the camera with immense, unstoppable force, creating an atmosphere of profound danger and tension, offering a disturbingly intimate and detailed look at nature's raw, destructive power.", + "seed": 27341, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_1/index_2083_seed_27341_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5851431518793107, + "vlm_logprob": -0.5851431518793107, + "vlm_yes_no_margin": 1.075, + "vlm_token_credit": -0.5851431518793107, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6038146018981934 + ], + "opposite_logprob_tokens": [ + -0.22881458699703217 + ], + "logprob_reward": -1.6038146018981934, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6038146018981934, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12297520041465759, + 0.0512373112142086, + 0.14394202828407288, + 0.14002898335456848, + 0.05783291906118393, + 0.14270514249801636, + 0.07042627036571503, + 0.1867758333683014, + 0.059918031096458435, + 0.024158339947462082 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -1.6038146018981934 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053957462310791 + ], + "opposite_logprob_tokens": [ + -0.4289574921131134 + ], + "logprob_reward": -1.053957462310791, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053957462310791, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17159275710582733, + 0.0610765777528286, + 0.0938989520072937, + 0.11033523827791214, + 0.08663786202669144, + 0.04680100083351135, + 0.1758815050125122, + 0.18633493781089783, + 0.03379083052277565, + 0.03365033119916916 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -1.053957462310791 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285440742969513 + ], + "opposite_logprob_tokens": [ + -2.0178544521331787 + ], + "logprob_reward": -0.14285440742969513, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285440742969513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27614519000053406, + 0.22808034718036652, + 0.05434528738260269, + 0.03595739230513573, + 0.0817943587899208, + 0.0899924486875534, + 0.05034489929676056, + 0.12052617967128754, + 0.03472720831632614, + 0.02808675915002823 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.14285440742969513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008861750364304 + ], + "opposite_logprob_tokens": [ + -2.6950886249542236 + ], + "logprob_reward": -0.07008861750364304, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008861750364304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25385770201683044, + 0.04845421388745308, + 0.03242943435907364, + 0.1585981845855713, + 0.03261415287852287, + 0.06749588996171951, + 0.056205008178949356, + 0.0875602588057518, + 0.15459662675857544, + 0.10818854719400406 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.07008861750364304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0550006702542305 + ], + "opposite_logprob_tokens": [ + -2.9300007820129395 + ], + "logprob_reward": -0.0550006702542305, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0550006702542305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3669349253177643, + 0.036956820636987686, + 0.01679685339331627, + 0.03204049542546272, + 0.055636994540691376, + 0.11952396482229233, + 0.040796127170324326, + 0.11991053819656372, + 0.13064859807491302, + 0.08075470477342606 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0550006702542305 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely low-angle, static, ground-level shot captures the terrifying immediacy of a raging flash flood crashing against the weathered gray concrete of a city roadside. Rendered in a surreal macrophotography style, the camera focuses with exquisite clarity on the chaotic waters, an opaque, chocolate-brown torrent laden with sediment, churning violently. The scene is illuminated by the cold, flat light of an overcast sky, accentuating the stark hues of the muddy brown and the gray of the concrete. The water's surface is a roiling tapestry of frothy white foam and intricate whirlpools, cautiously dragging swirling debris like twigs and shredded leaves. Each raindrop in the torrential downpour explodes upon impact, forming a fleeting, perfectly detailed crater before blooming into a crown-like splash, its microscopic droplets catching the dim light. The entire torrent relentlessly rushes through the camera with immense, unstoppable force, creating an atmosphere of profound danger and tension, offering a disturbingly intimate and detailed look at nature's raw, destructive power.", + "seed": 27342, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_1/index_2083_seed_27342_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.6469509147107602, + "vlm_logprob": -0.6469509147107602, + "vlm_yes_no_margin": 0.625, + "vlm_token_credit": -0.6469509147107602, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8138614892959595 + ], + "opposite_logprob_tokens": [ + -0.1888614445924759 + ], + "logprob_reward": -1.8138614892959595, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8138614892959595, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14431509375572205, + 0.2524203658103943, + 0.051613740622997284, + 0.05915842950344086, + 0.11484666913747787, + 0.037602875381708145, + 0.06507803499698639, + 0.09786740690469742, + 0.06189314275979996, + 0.11520425230264664 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -1.8138614892959595 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7579178810119629 + ], + "opposite_logprob_tokens": [ + -0.6329178810119629 + ], + "logprob_reward": -0.7579178810119629, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7579178810119629, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11937607079744339, + 0.11840164661407471, + 0.043984003365039825, + 0.05889892578125, + 0.230130136013031, + 0.10472249239683151, + 0.03388465568423271, + 0.06382451206445694, + 0.0617234893143177, + 0.16505402326583862 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.7579178810119629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25214409828186035 + ], + "opposite_logprob_tokens": [ + -1.5021440982818604 + ], + "logprob_reward": -0.25214409828186035, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25214409828186035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18027301132678986, + 0.30845123529434204, + 0.03395746275782585, + 0.05133676901459694, + 0.044969189912080765, + 0.028023306280374527, + 0.06148149073123932, + 0.03881225734949112, + 0.23348580300807953, + 0.01920957863330841 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.25214409828186035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208671256899834 + ], + "opposite_logprob_tokens": [ + -2.812086820602417 + ], + "logprob_reward": -0.06208671256899834, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208671256899834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1313343495130539, + 0.155494824051857, + 0.04638773575425148, + 0.08344344049692154, + 0.19817869365215302, + 0.058258555829524994, + 0.04054182395339012, + 0.07779940962791443, + 0.07225751131772995, + 0.13630369305610657 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.06208671256899834 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34874439239501953 + ], + "opposite_logprob_tokens": [ + -1.2237443923950195 + ], + "logprob_reward": -0.34874439239501953, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34874439239501953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33697250485420227, + 0.15459667146205902, + 0.03872392326593399, + 0.047280825674533844, + 0.04998451843857765, + 0.07197684794664383, + 0.15278126299381256, + 0.06505127996206284, + 0.05451337620615959, + 0.028118817135691643 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.34874439239501953 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely low-angle, static, ground-level shot captures the terrifying immediacy of a raging flash flood crashing against the weathered gray concrete of a city roadside. Rendered in a surreal macrophotography style, the camera focuses with exquisite clarity on the chaotic waters, an opaque, chocolate-brown torrent laden with sediment, churning violently. The scene is illuminated by the cold, flat light of an overcast sky, accentuating the stark hues of the muddy brown and the gray of the concrete. The water's surface is a roiling tapestry of frothy white foam and intricate whirlpools, cautiously dragging swirling debris like twigs and shredded leaves. Each raindrop in the torrential downpour explodes upon impact, forming a fleeting, perfectly detailed crater before blooming into a crown-like splash, its microscopic droplets catching the dim light. The entire torrent relentlessly rushes through the camera with immense, unstoppable force, creating an atmosphere of profound danger and tension, offering a disturbingly intimate and detailed look at nature's raw, destructive power.", + "seed": 27343, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_1/index_2083_seed_27343_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5296650871634483, + "vlm_logprob": -0.5296650871634483, + "vlm_yes_no_margin": 0.675000011920929, + "vlm_token_credit": -0.5296650871634483, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0713131427764893 + ], + "opposite_logprob_tokens": [ + -0.44631320238113403 + ], + "logprob_reward": -1.0713131427764893, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0713131427764893, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1049647107720375, + 0.6037237644195557, + 0.014187568798661232, + 0.0902690663933754, + 0.02104690857231617, + 0.011857862584292889, + 0.005222033709287643, + 0.016680164262652397, + 0.12117712199687958, + 0.010870855301618576 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -1.0713131427764893 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983852863311768 + ], + "opposite_logprob_tokens": [ + -0.5233852863311768 + ], + "logprob_reward": -0.8983852863311768, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983852863311768, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24180924892425537, + 0.2664002776145935, + 0.053740087896585464, + 0.10840682685375214, + 0.07324954122304916, + 0.03414011374115944, + 0.025564342737197876, + 0.08889797329902649, + 0.07260611653327942, + 0.035185474902391434 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.8983852863311768 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134634494781494 + ], + "opposite_logprob_tokens": [ + -1.3134634494781494 + ], + "logprob_reward": -0.3134634494781494, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134634494781494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031586918979883194, + 0.8456409573554993, + 0.003371484810486436, + 0.0648159608244896, + 0.010815556161105633, + 0.0011325180530548096, + 0.009473500773310661, + 0.004049714654684067, + 0.027863742783665657, + 0.0012496768031269312 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.3134634494781494 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25216594338417053 + ], + "opposite_logprob_tokens": [ + -1.5021659135818481 + ], + "logprob_reward": -0.25216594338417053, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25216594338417053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22988903522491455, + 0.4508907198905945, + 0.01926807127892971, + 0.057854413986206055, + 0.05296869948506355, + 0.02097901701927185, + 0.010923480615019798, + 0.017027530819177628, + 0.1264556348323822, + 0.013743432238698006 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.25216594338417053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129976138472557 + ], + "opposite_logprob_tokens": [ + -2.237997531890869 + ], + "logprob_reward": -0.1129976138472557, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129976138472557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07712210714817047, + 0.6434910297393799, + 0.014710595831274986, + 0.1332429200410843, + 0.0362594835460186, + 0.012135487049818039, + 0.04682296887040138, + 0.009104729630053043, + 0.021759292110800743, + 0.00535137765109539 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.1129976138472557 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely low-angle, static, ground-level shot captures the terrifying immediacy of a raging flash flood crashing against the weathered gray concrete of a city roadside. Rendered in a surreal macrophotography style, the camera focuses with exquisite clarity on the chaotic waters, an opaque, chocolate-brown torrent laden with sediment, churning violently. The scene is illuminated by the cold, flat light of an overcast sky, accentuating the stark hues of the muddy brown and the gray of the concrete. The water's surface is a roiling tapestry of frothy white foam and intricate whirlpools, cautiously dragging swirling debris like twigs and shredded leaves. Each raindrop in the torrential downpour explodes upon impact, forming a fleeting, perfectly detailed crater before blooming into a crown-like splash, its microscopic droplets catching the dim light. The entire torrent relentlessly rushes through the camera with immense, unstoppable force, creating an atmosphere of profound danger and tension, offering a disturbingly intimate and detailed look at nature's raw, destructive power.", + "seed": 27344, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_1/index_2083_seed_27344_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.40850173607468604, + "vlm_logprob": -0.40850173607468604, + "vlm_yes_no_margin": 1.275, + "vlm_token_credit": -0.40850173607468604, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9895752668380737 + ], + "opposite_logprob_tokens": [ + -0.48957523703575134 + ], + "logprob_reward": -0.9895752668380737, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9895752668380737, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19214995205402374, + 0.14024923741817474, + 0.05950668826699257, + 0.15157616138458252, + 0.19339613616466522, + 0.05981851741671562, + 0.04416628181934357, + 0.048952676355838776, + 0.079237200319767, + 0.030947180464863777 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.9895752668380737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578809857368469 + ], + "opposite_logprob_tokens": [ + -0.6328809857368469 + ], + "logprob_reward": -0.7578809857368469, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578809857368469, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08417059481143951, + 0.11950593441724777, + 0.0930698961019516, + 0.07689321041107178, + 0.07362377643585205, + 0.022175680845975876, + 0.2107631117105484, + 0.1268567442893982, + 0.040849070996046066, + 0.15209193527698517 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.7578809857368469 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497686192393303 + ], + "opposite_logprob_tokens": [ + -2.9299769401550293 + ], + "logprob_reward": -0.05497686192393303, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497686192393303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23762817680835724, + 0.07934834063053131, + 0.04926273226737976, + 0.1101204976439476, + 0.17596112191677094, + 0.02991742081940174, + 0.10168204456567764, + 0.06781882792711258, + 0.08594787865877151, + 0.062312930822372437 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.05497686192393303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298079043626785 + ], + "opposite_logprob_tokens": [ + -2.237980842590332 + ], + "logprob_reward": -0.11298079043626785, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298079043626785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2159283608198166, + 0.14157424867153168, + 0.09500530362129211, + 0.07094934582710266, + 0.18028441071510315, + 0.037042196840047836, + 0.034626465290784836, + 0.08601284772157669, + 0.0687817856669426, + 0.06979502737522125 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.11298079043626785 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extremely low, ground-level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera static without any movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water depicted as an opaque, chocolate-brown torrent laden with sediment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a surreal macrophotography style with exquisite clarity on the water details?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the water rushing through the camera frame with immense force?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709477543830872 + ], + "opposite_logprob_tokens": [ + -2.1270947456359863 + ], + "logprob_reward": -0.12709477543830872, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709477543830872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11401782184839249, + 0.09168613702058792, + 0.20141009986400604, + 0.08334577083587646, + 0.25010013580322266, + 0.0340687520802021, + 0.04736359789967537, + 0.07420341670513153, + 0.07085783034563065, + 0.032946377992630005 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.12709477543830872 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_10/index_tensor([1368, 1368])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_10/index_tensor([1368, 1368])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9735fcd910da5ee6b8f286e958a89b1dab052afc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_10/index_tensor([1368, 1368])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a tailored suit suspended in a pitch-black void. The fine fabric of this meticulously crafted charcoal-gray wool suit is magnified by a single, sharp spotlight cast from directly above, revealing every fiber and subtle grain. Suddenly, in absolute silence, the process unfolds. Starting at the suit's crisp collar, the fabric begins to disintegrate silently and without a trace of flame. This decomposition, like an invisible erosion, spreads swiftly and steadily downward, reducing the perfectly tailored piece to a delicate ember. Tiny dust particles drift and swirl slowly in the still air, shimmering in the spotlight's beam like the slow flow of a black hourglass. This devastating transformation is captured in exquisite detail by a cinematic lens imbued with the whimsical quality of high-noise film grain, creating a visual atmosphere both surreal and deeply nostalgic.", + "seed": 9918, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_10/index_1368_seed_9918_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.31718637738376854, + "vlm_logprob": -0.31718637738376854, + "vlm_yes_no_margin": 2.200000011920929, + "vlm_token_credit": -0.31718637738376854, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01524780597537756 + ], + "opposite_logprob_tokens": [ + -4.265247821807861 + ], + "logprob_reward": -0.01524780597537756, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01524780597537756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29410362243652344, + 0.09929452836513519, + 0.09241325408220291, + 0.10970094799995422, + 0.07264674454927444, + 0.05193720757961273, + 0.05918927863240242, + 0.061224717646837234, + 0.10943414270877838, + 0.05005559325218201 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.01524780597537756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003359854221344 + ], + "opposite_logprob_tokens": [ + -2.3503360748291016 + ], + "logprob_reward": -0.1003359854221344, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003359854221344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20094352960586548, + 0.1691090166568756, + 0.11329025775194168, + 0.09559779614210129, + 0.05421864986419678, + 0.038922395557165146, + 0.09949656575918198, + 0.0535585880279541, + 0.053705401718616486, + 0.12115774303674698 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.1003359854221344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134386539459229 + ], + "opposite_logprob_tokens": [ + -0.3134387135505676 + ], + "logprob_reward": -1.3134386539459229, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.3134386539459229, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.25466084480285645, + 0.0858672484755516, + 0.05345834791660309, + 0.06461568176746368, + 0.07310935109853745, + 0.12192897498607635, + 0.1402251273393631, + 0.06935537606477737, + 0.06536534428596497, + 0.07141366600990295 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -1.3134386539459229 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710464000701904 + ], + "opposite_logprob_tokens": [ + -2.1271047592163086 + ], + "logprob_reward": -0.12710464000701904, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710464000701904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29755207896232605, + 0.21051689982414246, + 0.06770424544811249, + 0.05102717503905296, + 0.049153052270412445, + 0.06618046760559082, + 0.08816944807767868, + 0.053593046963214874, + 0.06004679948091507, + 0.05605683475732803 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.12710464000701904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980480156838894 + ], + "opposite_logprob_tokens": [ + -3.5298047065734863 + ], + "logprob_reward": -0.02980480156838894, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980480156838894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3764568567276001, + 0.18693768978118896, + 0.051476407796144485, + 0.07423736155033112, + 0.08270210027694702, + 0.057315461337566376, + 0.05011957883834839, + 0.03546496853232384, + 0.040965963155031204, + 0.044323619455099106 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.02980480156838894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a tailored suit suspended in a pitch-black void. The fine fabric of this meticulously crafted charcoal-gray wool suit is magnified by a single, sharp spotlight cast from directly above, revealing every fiber and subtle grain. Suddenly, in absolute silence, the process unfolds. Starting at the suit's crisp collar, the fabric begins to disintegrate silently and without a trace of flame. This decomposition, like an invisible erosion, spreads swiftly and steadily downward, reducing the perfectly tailored piece to a delicate ember. Tiny dust particles drift and swirl slowly in the still air, shimmering in the spotlight's beam like the slow flow of a black hourglass. This devastating transformation is captured in exquisite detail by a cinematic lens imbued with the whimsical quality of high-noise film grain, creating a visual atmosphere both surreal and deeply nostalgic.", + "seed": 9919, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_10/index_1368_seed_9919_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.038989332132041456, + "vlm_logprob": -0.038989332132041456, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.038989332132041456, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031001323834061623 + ], + "opposite_logprob_tokens": [ + -3.531001329421997 + ], + "logprob_reward": -0.031001323834061623, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031001323834061623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10994425415992737, + 0.1914471685886383, + 0.05739022046327591, + 0.05145085230469704, + 0.14442595839500427, + 0.2438119649887085, + 0.05262753739953041, + 0.05284993723034859, + 0.026401694864034653, + 0.06965039670467377 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.031001323834061623 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700361579656601 + ], + "opposite_logprob_tokens": [ + -2.6950361728668213 + ], + "logprob_reward": -0.0700361579656601, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700361579656601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20850400626659393, + 0.07702241837978363, + 0.2308177351951599, + 0.034197848290205, + 0.05811412259936333, + 0.0787118524312973, + 0.05773061886429787, + 0.0627603679895401, + 0.03589501604437828, + 0.15624599158763885 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0700361579656601 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495237931609154 + ], + "opposite_logprob_tokens": [ + -2.929952383041382 + ], + "logprob_reward": -0.05495237931609154, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495237931609154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09439229220151901, + 0.04407637566328049, + 0.05934694781899452, + 0.040559981018304825, + 0.12775462865829468, + 0.43516457080841064, + 0.0659242495894432, + 0.016594907268881798, + 0.015468711964786053, + 0.10071729123592377 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.05495237931609154 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370478376746178 + ], + "opposite_logprob_tokens": [ + -3.4087047576904297 + ], + "logprob_reward": -0.03370478376746178, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370478376746178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16079658269882202, + 0.088602714240551, + 0.08259164541959763, + 0.05430065840482712, + 0.07630182802677155, + 0.20759813487529755, + 0.05567820370197296, + 0.11425816267728806, + 0.06749887019395828, + 0.09237325936555862 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.03370478376746178 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052520157769322395 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.0052520157769322395, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052520157769322395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15669569373130798, + 0.127506822347641, + 0.05668587237596512, + 0.09122126549482346, + 0.05498640611767769, + 0.2539771497249603, + 0.06828392297029495, + 0.10256599634885788, + 0.04046424478292465, + 0.04761258885264397 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0052520157769322395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a tailored suit suspended in a pitch-black void. The fine fabric of this meticulously crafted charcoal-gray wool suit is magnified by a single, sharp spotlight cast from directly above, revealing every fiber and subtle grain. Suddenly, in absolute silence, the process unfolds. Starting at the suit's crisp collar, the fabric begins to disintegrate silently and without a trace of flame. This decomposition, like an invisible erosion, spreads swiftly and steadily downward, reducing the perfectly tailored piece to a delicate ember. Tiny dust particles drift and swirl slowly in the still air, shimmering in the spotlight's beam like the slow flow of a black hourglass. This devastating transformation is captured in exquisite detail by a cinematic lens imbued with the whimsical quality of high-noise film grain, creating a visual atmosphere both surreal and deeply nostalgic.", + "seed": 9920, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_10/index_1368_seed_9920_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06785843539983034, + "vlm_logprob": -0.06785843539983034, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06785843539983034, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021633481606841087 + ], + "opposite_logprob_tokens": [ + -3.8966333866119385 + ], + "logprob_reward": -0.021633481606841087, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021633481606841087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05477861687541008, + 0.025847673416137695, + 0.014863883145153522, + 0.012281082570552826, + 0.7749947309494019, + 0.019183021038770676, + 0.032220881432294846, + 0.019747622311115265, + 0.028745653107762337, + 0.017336836084723473 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.021633481606841087 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706643342971802 + ], + "opposite_logprob_tokens": [ + -2.1270663738250732 + ], + "logprob_reward": -0.12706643342971802, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706643342971802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056619033217430115, + 0.07073522359132767, + 0.03969201073050499, + 0.0748082771897316, + 0.5857956409454346, + 0.024333762004971504, + 0.055187806487083435, + 0.0547049343585968, + 0.015412232838571072, + 0.02271106280386448 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.12706643342971802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129225492477417 + ], + "opposite_logprob_tokens": [ + -2.2379226684570312 + ], + "logprob_reward": -0.1129225492477417, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129225492477417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07389254868030548, + 0.022202143445611, + 0.025285614654421806, + 0.10365752130746841, + 0.57135009765625, + 0.022472022101283073, + 0.026896242052316666, + 0.06354188174009323, + 0.0649663656949997, + 0.025735575705766678 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.1129225492477417 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003993541002274 + ], + "opposite_logprob_tokens": [ + -2.695039987564087 + ], + "logprob_reward": -0.07003993541002274, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003993541002274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02224670723080635, + 0.03089871071279049, + 0.010659566149115562, + 0.11041365563869476, + 0.7180286049842834, + 0.008751592598855495, + 0.013485425151884556, + 0.050094347447156906, + 0.024596653878688812, + 0.010824697092175484 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.07003993541002274 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629777304828167 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629777304828167, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629777304828167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02601151168346405, + 0.017597250640392303, + 0.014445836655795574, + 0.03947841376066208, + 0.6582382321357727, + 0.019746840000152588, + 0.1819234937429428, + 0.024930983781814575, + 0.012363841757178307, + 0.0052635460160672665 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.007629777304828167 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium-length close-up shot from a horizontal angle focuses on a tailored suit suspended in a pitch-black void. The fine fabric of this meticulously crafted charcoal-gray wool suit is magnified by a single, sharp spotlight cast from directly above, revealing every fiber and subtle grain. Suddenly, in absolute silence, the process unfolds. Starting at the suit's crisp collar, the fabric begins to disintegrate silently and without a trace of flame. This decomposition, like an invisible erosion, spreads swiftly and steadily downward, reducing the perfectly tailored piece to a delicate ember. Tiny dust particles drift and swirl slowly in the still air, shimmering in the spotlight's beam like the slow flow of a black hourglass. This devastating transformation is captured in exquisite detail by a cinematic lens imbued with the whimsical quality of high-noise film grain, creating a visual atmosphere both surreal and deeply nostalgic.", + "seed": 9921, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_10/index_1368_seed_9921_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10374862886965275, + "vlm_logprob": -0.10374862886965275, + "vlm_yes_no_margin": 2.849999988079071, + "vlm_token_credit": -0.10374862886965275, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01742483116686344 + ], + "opposite_logprob_tokens": [ + -4.142425060272217 + ], + "logprob_reward": -0.01742483116686344, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01742483116686344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18866975605487823, + 0.11082970350980759, + 0.10766784101724625, + 0.10430481284856796, + 0.04949529841542244, + 0.046742163598537445, + 0.05236489698290825, + 0.06918603181838989, + 0.21669740974903107, + 0.05404207855463028 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.01742483116686344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004804909229279 + ], + "opposite_logprob_tokens": [ + -2.6950480937957764 + ], + "logprob_reward": -0.07004804909229279, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004804909229279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19012367725372314, + 0.3202061057090759, + 0.1496099829673767, + 0.04330291226506233, + 0.06699719280004501, + 0.03517922759056091, + 0.03735584765672684, + 0.039373062551021576, + 0.06872956454753876, + 0.04912246763706207 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07004804909229279 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862715005874634 + ], + "opposite_logprob_tokens": [ + -1.2236270904541016 + ], + "logprob_reward": -0.34862715005874634, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34862715005874634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07656420022249222, + 0.09427585452795029, + 0.12223462760448456, + 0.09574002027511597, + 0.03257587179541588, + 0.039510808885097504, + 0.1925077885389328, + 0.12845472991466522, + 0.18736624717712402, + 0.03076988086104393 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.34862715005874634 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062064193189144135 + ], + "opposite_logprob_tokens": [ + -2.8120641708374023 + ], + "logprob_reward": -0.062064193189144135, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062064193189144135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11271294206380844, + 0.12233678996562958, + 0.1870020180940628, + 0.14087755978107452, + 0.04940250143408775, + 0.06077984720468521, + 0.06050368770956993, + 0.10499878227710724, + 0.11513515561819077, + 0.046250734478235245 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.062064193189144135 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tailored charcoal-gray wool suit suspended in a pitch-black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the suit illuminated by a single sharp spotlight cast from directly above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit's fabric disintegrate silently starting from the collar and spreading downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do tiny dust particles drift and swirl slowly in the air, shimmering in the spotlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a high-noise film grain aesthetic with a cinematic lens look?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057892084121704 + ], + "opposite_logprob_tokens": [ + -3.8955788612365723 + ], + "logprob_reward": -0.02057892084121704, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057892084121704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14152367413043976, + 0.13536983728408813, + 0.09901626408100128, + 0.07804097980260849, + 0.064402274787426, + 0.15651826560497284, + 0.05075570195913315, + 0.0570492260158062, + 0.08867520838975906, + 0.1286485493183136 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.02057892084121704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_11/index_tensor([796, 796])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_11/index_tensor([796, 796])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a173819ccd58d9e58b94bd518fa4b430fd9ec3e8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_11/index_tensor([796, 796])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up triggers a slow, graceful orbital rotation, revealing a plump, lime-green caterpillar clinging to the edge of a vibrant, dew-drenched leaf. Its segmented body has a soft, velvety texture, and its tiny, fleshy forelimbs grip the leaf's surface with surprising tenacity. The camera's movement highlights the scene's intricate details: the leaf is a rich emerald green, with a clearly visible network of veins, dotted with crystal-clear, spherical dewdrops that glitter like miniature jewels in the soft morning light. The rotation centers on the caterpillar's small, sleek black head, its tiny mouthpiece methodically biting at the leaf's serrated edge. With steady, deliberate precision, its jaws shear off tiny fragments of green in a quiet, relentless act of consumption. The background, a beautiful blurred bokeh dotted with shades of green and yellow, creates a tranquil, focused, and almost magical atmosphere, amplifying this tiny natural drama.", + "seed": 8651, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_11/index_796_seed_8651_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2639097456820309, + "vlm_logprob": -0.2639097456820309, + "vlm_yes_no_margin": 3.275000011920929, + "vlm_token_credit": -0.2639097456820309, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008684486150741577 + ], + "opposite_logprob_tokens": [ + -6.2586846351623535 + ], + "logprob_reward": -0.008684486150741577, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.008684486150741577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09842950105667114, + 0.04839868098497391, + 0.14006251096725464, + 0.2078353613615036, + 0.036205269396305084, + 0.06330085545778275, + 0.05194941908121109, + 0.07332001626491547, + 0.10757636278867722, + 0.17292208969593048 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.008684486150741577 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026366397738456726 + ], + "opposite_logprob_tokens": [ + -3.6513664722442627 + ], + "logprob_reward": -0.026366397738456726, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026366397738456726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049372073262929916, + 0.07883285731077194, + 0.10436616837978363, + 0.15906235575675964, + 0.07909711450338364, + 0.03182531148195267, + 0.09132180362939835, + 0.11288546770811081, + 0.11111859977245331, + 0.1821182519197464 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.026366397738456726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280635118484497 + ], + "opposite_logprob_tokens": [ + -2.0178062915802 + ], + "logprob_reward": -0.14280635118484497, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280635118484497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06794187426567078, + 0.036657024174928665, + 0.06864597648382187, + 0.10434125363826752, + 0.12571409344673157, + 0.017479775473475456, + 0.08184727281332016, + 0.10874524712562561, + 0.20248711109161377, + 0.18614035844802856 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.14280635118484497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137047290802002 + ], + "opposite_logprob_tokens": [ + -0.38704735040664673 + ], + "logprob_reward": -1.137047290802002, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.137047290802002, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.035967640578746796, + 0.03368617594242096, + 0.10863517969846725, + 0.07932696491479874, + 0.03929545730352402, + 0.048930294811725616, + 0.06091482192277908, + 0.3272622525691986, + 0.031084397807717323, + 0.23489683866500854 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -1.137047290802002 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644202534109354 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644202534109354, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644202534109354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1253669708967209, + 0.055362679064273834, + 0.0461496077477932, + 0.16721151769161224, + 0.14661844074726105, + 0.01973945088684559, + 0.04136889800429344, + 0.14759208261966705, + 0.015748849138617516, + 0.2348414957523346 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.004644202534109354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "An extreme close-up triggers a slow, graceful orbital rotation, revealing a plump, lime-green caterpillar clinging to the edge of a vibrant, dew-drenched leaf. Its segmented body has a soft, velvety texture, and its tiny, fleshy forelimbs grip the leaf's surface with surprising tenacity. The camera's movement highlights the scene's intricate details: the leaf is a rich emerald green, with a clearly visible network of veins, dotted with crystal-clear, spherical dewdrops that glitter like miniature jewels in the soft morning light. The rotation centers on the caterpillar's small, sleek black head, its tiny mouthpiece methodically biting at the leaf's serrated edge. With steady, deliberate precision, its jaws shear off tiny fragments of green in a quiet, relentless act of consumption. The background, a beautiful blurred bokeh dotted with shades of green and yellow, creates a tranquil, focused, and almost magical atmosphere, amplifying this tiny natural drama.", + "seed": 8652, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_11/index_796_seed_8652_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3144292750861496, + "vlm_logprob": -0.3144292750861496, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.3144292750861496, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010580752044916153 + ], + "opposite_logprob_tokens": [ + -4.760580539703369 + ], + "logprob_reward": -0.010580752044916153, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010580752044916153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12588268518447876, + 0.11850479990243912, + 0.1176845133304596, + 0.16333512961864471, + 0.05127250403165817, + 0.02823895961046219, + 0.11942572891712189, + 0.06019653379917145, + 0.1380636990070343, + 0.0773954838514328 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.010580752044916153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651750162243843 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651750162243843, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651750162243843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07101154327392578, + 0.08505431562662125, + 0.08692184090614319, + 0.05008038133382797, + 0.016646767035126686, + 0.02700086683034897, + 0.46040454506874084, + 0.10408913344144821, + 0.04628885164856911, + 0.05250172317028046 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.008651750162243843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865432530641556 + ], + "opposite_logprob_tokens": [ + -3.048654317855835 + ], + "logprob_reward": -0.04865432530641556, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865432530641556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1523122787475586, + 0.3573245704174042, + 0.1406143605709076, + 0.032973360270261765, + 0.049280617386102676, + 0.03886483982205391, + 0.0349157378077507, + 0.06407949328422546, + 0.05632421746850014, + 0.07331054657697678 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.04865432530641556 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020592212677002 + ], + "opposite_logprob_tokens": [ + -0.2520592212677002 + ], + "logprob_reward": -1.5020592212677002, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020592212677002, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0970330610871315, + 0.04153645038604736, + 0.16829708218574524, + 0.26611828804016113, + 0.03300650417804718, + 0.02226571924984455, + 0.10077572613954544, + 0.18299464881420135, + 0.03973138704895973, + 0.04824118688702583 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -1.5020592212677002 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022003266494721174 + ], + "opposite_logprob_tokens": [ + -6.127200126647949 + ], + "logprob_reward": -0.0022003266494721174, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022003266494721174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14236600697040558, + 0.061882127076387405, + 0.09971066564321518, + 0.11852376163005829, + 0.03147412836551666, + 0.03407964110374451, + 0.3315927982330322, + 0.08928245306015015, + 0.05393270403146744, + 0.037155769765377045 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.0022003266494721174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "An extreme close-up triggers a slow, graceful orbital rotation, revealing a plump, lime-green caterpillar clinging to the edge of a vibrant, dew-drenched leaf. Its segmented body has a soft, velvety texture, and its tiny, fleshy forelimbs grip the leaf's surface with surprising tenacity. The camera's movement highlights the scene's intricate details: the leaf is a rich emerald green, with a clearly visible network of veins, dotted with crystal-clear, spherical dewdrops that glitter like miniature jewels in the soft morning light. The rotation centers on the caterpillar's small, sleek black head, its tiny mouthpiece methodically biting at the leaf's serrated edge. With steady, deliberate precision, its jaws shear off tiny fragments of green in a quiet, relentless act of consumption. The background, a beautiful blurred bokeh dotted with shades of green and yellow, creates a tranquil, focused, and almost magical atmosphere, amplifying this tiny natural drama.", + "seed": 8653, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_11/index_796_seed_8653_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3776001407299191, + "vlm_logprob": -0.3776001407299191, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.3776001407299191, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008073552511632442 + ], + "opposite_logprob_tokens": [ + -5.258073329925537 + ], + "logprob_reward": -0.008073552511632442, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.008073552511632442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062384676188230515, + 0.16869951784610748, + 0.02904164046049118, + 0.09669283777475357, + 0.040160633623600006, + 0.06959530711174011, + 0.15984097123146057, + 0.04398728162050247, + 0.10510148108005524, + 0.22449564933776855 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.008073552511632442 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029814982786774635 + ], + "opposite_logprob_tokens": [ + -3.5298149585723877 + ], + "logprob_reward": -0.029814982786774635, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029814982786774635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05160117894411087, + 0.061112627387046814, + 0.028241155669093132, + 0.024192318320274353, + 0.03863850608468056, + 0.020950356498360634, + 0.08445361256599426, + 0.3048725724220276, + 0.026473458856344223, + 0.35946428775787354 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.029814982786774635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043060317635536194 + ], + "opposite_logprob_tokens": [ + -3.168060302734375 + ], + "logprob_reward": -0.043060317635536194, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043060317635536194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09187323600053787, + 0.2992883622646332, + 0.10995282232761383, + 0.03638617321848869, + 0.03208238258957863, + 0.0796278640627861, + 0.11101753264665604, + 0.08285712450742722, + 0.06809115409851074, + 0.0888233482837677 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.043060317635536194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048478364944458 + ], + "opposite_logprob_tokens": [ + -0.1798478215932846 + ], + "logprob_reward": -1.8048478364944458, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048478364944458, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0642491951584816, + 0.33584776520729065, + 0.0745496079325676, + 0.040835097432136536, + 0.055003948509693146, + 0.09909477084875107, + 0.027297912165522575, + 0.16992412507534027, + 0.04833502322435379, + 0.08486257493495941 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -1.8048478364944458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022040142212063074 + ], + "opposite_logprob_tokens": [ + -6.127203941345215 + ], + "logprob_reward": -0.0022040142212063074, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022040142212063074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1161535307765007, + 0.25274914503097534, + 0.065860316157341, + 0.052758779376745224, + 0.03925279155373573, + 0.09175103157758713, + 0.0317026786506176, + 0.2792957127094269, + 0.02273120917379856, + 0.047744784504175186 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0022040142212063074 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "An extreme close-up triggers a slow, graceful orbital rotation, revealing a plump, lime-green caterpillar clinging to the edge of a vibrant, dew-drenched leaf. Its segmented body has a soft, velvety texture, and its tiny, fleshy forelimbs grip the leaf's surface with surprising tenacity. The camera's movement highlights the scene's intricate details: the leaf is a rich emerald green, with a clearly visible network of veins, dotted with crystal-clear, spherical dewdrops that glitter like miniature jewels in the soft morning light. The rotation centers on the caterpillar's small, sleek black head, its tiny mouthpiece methodically biting at the leaf's serrated edge. With steady, deliberate precision, its jaws shear off tiny fragments of green in a quiet, relentless act of consumption. The background, a beautiful blurred bokeh dotted with shades of green and yellow, creates a tranquil, focused, and almost magical atmosphere, amplifying this tiny natural drama.", + "seed": 8654, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_11/index_796_seed_8654_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21393336141481994, + "vlm_logprob": -0.21393336141481994, + "vlm_yes_no_margin": 3.724999952316284, + "vlm_token_credit": -0.21393336141481994, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0056832158006727695 + ], + "opposite_logprob_tokens": [ + -6.005683422088623 + ], + "logprob_reward": -0.0056832158006727695, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0056832158006727695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03511013090610504, + 0.05268865451216698, + 0.030220085754990578, + 0.032221436500549316, + 0.14348365366458893, + 0.3081124722957611, + 0.22416028380393982, + 0.09851069003343582, + 0.04983677342534065, + 0.025655752047896385 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.0056832158006727695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819959655404091 + ], + "opposite_logprob_tokens": [ + -4.018199443817139 + ], + "logprob_reward": -0.01819959655404091, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819959655404091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05080866068601608, + 0.022557493299245834, + 0.09371048212051392, + 0.07044849544763565, + 0.3174031674861908, + 0.25792598724365234, + 0.026875324547290802, + 0.08852992951869965, + 0.052103541791439056, + 0.019636856392025948 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.01819959655404091 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001347839832306 + ], + "opposite_logprob_tokens": [ + -2.6950135231018066 + ], + "logprob_reward": -0.07001347839832306, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001347839832306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041795436292886734, + 0.022158190608024597, + 0.04375883564352989, + 0.0895359069108963, + 0.3530305325984955, + 0.1285891830921173, + 0.15399323403835297, + 0.09766478836536407, + 0.03194862976670265, + 0.037525322288274765 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.07001347839832306 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974254846572876 + ], + "opposite_logprob_tokens": [ + -0.474254846572876 + ], + "logprob_reward": -0.974254846572876, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974254846572876, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03169921413064003, + 0.034086618572473526, + 0.04038616642355919, + 0.0994194820523262, + 0.043354570865631104, + 0.1111869215965271, + 0.5117744207382202, + 0.08236870914697647, + 0.028379390016198158, + 0.017344478517770767 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.974254846572876 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a plump, lime-green caterpillar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the caterpillar clinging to the edge of a vibrant, dew-drenched leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, graceful orbital rotation centered on the caterpillar's head?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the caterpillar shown biting the leaf's serrated edge with its mouthpiece to shear off fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurred bokeh with shades of green and yellow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015156697481870651 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015156697481870651, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015156697481870651, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12375350296497345, + 0.046497851610183716, + 0.04479191452264786, + 0.0776519849896431, + 0.09522205591201782, + 0.19508551061153412, + 0.24549147486686707, + 0.054124195128679276, + 0.0575721338391304, + 0.05980933457612991 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.0015156697481870651 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_12/index_tensor([2788, 2788])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_12/index_tensor([2788, 2788])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a48eeec2c2b31d0a32f43f332b939a14527f2dca --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_12/index_tensor([2788, 2788])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static, full-body photograph captures the dramatic scene with a classic cyberpunk aesthetic, revealing a cluster of resilient, genetically modified queen flower plants. Anchored in a grimy concrete channel, their long, strap-like leaves unfurl like sentient tentacles, each covered in a shimmering, viscous fluid that catches the chaotic ambient light. Faint internal neon lights, primarily cyan and fuchsia, pulse rhythmically through their translucent vascular systems, making them eerie beacons in the darkness. A murky, polluted flash flood surges violently around their bases, its dark, opaque waters churning up iridescent chemical slicks and floating debris. The entire dramatic scene is illuminated by the futuristic, rain-soaked city looming in the background; towering, dark skyscrapers adorned with giant, flickering holographic logos cast ever-shifting patterns of electric blue and hot pink light on their wet surfaces. A steady, heavy rain streaks through the air, each drop acting like a tiny lens reflecting a chaotic halo of neon lights, creating a tense and awe-inspiring atmosphere of strange nature that thrives against a dystopian technological backdrop.", + "seed": 4402, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_12/index_2788_seed_4402_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08068449972197414, + "vlm_logprob": -0.08068449972197414, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.08068449972197414, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3207647502422333 + ], + "opposite_logprob_tokens": [ + -1.3207647800445557 + ], + "logprob_reward": -0.3207647502422333, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3207647502422333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25863316655158997, + 0.07960886508226395, + 0.07673953473567963, + 0.12032436579465866, + 0.04945247992873192, + 0.14212435483932495, + 0.05328710749745369, + 0.059838030487298965, + 0.07904496788978577, + 0.08094708621501923 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.3207647502422333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002215087413788 + ], + "opposite_logprob_tokens": [ + -2.6950221061706543 + ], + "logprob_reward": -0.07002215087413788, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002215087413788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33248165249824524, + 0.11521710455417633, + 0.13209253549575806, + 0.12266310304403305, + 0.03437361866235733, + 0.06767323613166809, + 0.03394834324717522, + 0.04721090942621231, + 0.07119973748922348, + 0.0431397445499897 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.07002215087413788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820087829604745 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.002820087829604745, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820087829604745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22123214602470398, + 0.2227812111377716, + 0.07476261258125305, + 0.08813051134347916, + 0.06540487706661224, + 0.07957281917333603, + 0.0836745873093605, + 0.08753717690706253, + 0.03472481667995453, + 0.04217929393053055 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.002820087829604745 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762315234169364 + ], + "opposite_logprob_tokens": [ + -4.882623195648193 + ], + "logprob_reward": -0.00762315234169364, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762315234169364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25432056188583374, + 0.10992120206356049, + 0.11363587528467178, + 0.11649691313505173, + 0.028058215975761414, + 0.13836658000946045, + 0.04002822935581207, + 0.03719809278845787, + 0.08817191421985626, + 0.07380250096321106 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.00762315234169364 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021923573222011328 + ], + "opposite_logprob_tokens": [ + -6.127192497253418 + ], + "logprob_reward": -0.0021923573222011328, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021923573222011328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3802107274532318, + 0.1261289119720459, + 0.07653573900461197, + 0.061594415456056595, + 0.030362585559487343, + 0.06273208558559418, + 0.1171148344874382, + 0.055564455687999725, + 0.037241436541080475, + 0.05251484736800194 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0021923573222011328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, full-body photograph captures the dramatic scene with a classic cyberpunk aesthetic, revealing a cluster of resilient, genetically modified queen flower plants. Anchored in a grimy concrete channel, their long, strap-like leaves unfurl like sentient tentacles, each covered in a shimmering, viscous fluid that catches the chaotic ambient light. Faint internal neon lights, primarily cyan and fuchsia, pulse rhythmically through their translucent vascular systems, making them eerie beacons in the darkness. A murky, polluted flash flood surges violently around their bases, its dark, opaque waters churning up iridescent chemical slicks and floating debris. The entire dramatic scene is illuminated by the futuristic, rain-soaked city looming in the background; towering, dark skyscrapers adorned with giant, flickering holographic logos cast ever-shifting patterns of electric blue and hot pink light on their wet surfaces. A steady, heavy rain streaks through the air, each drop acting like a tiny lens reflecting a chaotic halo of neon lights, creating a tense and awe-inspiring atmosphere of strange nature that thrives against a dystopian technological backdrop.", + "seed": 4403, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_12/index_2788_seed_4403_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.026657747477293013, + "vlm_logprob": -0.026657747477293013, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.026657747477293013, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08288420736789703 + ], + "opposite_logprob_tokens": [ + -2.5828843116760254 + ], + "logprob_reward": -0.08288420736789703, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08288420736789703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1858208179473877, + 0.146065354347229, + 0.11626449227333069, + 0.06795384734869003, + 0.17290964722633362, + 0.05846327543258667, + 0.09583867341279984, + 0.05322244018316269, + 0.06092684343457222, + 0.042534615844488144 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.08288420736789703 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370939567685127 + ], + "opposite_logprob_tokens": [ + -3.4087092876434326 + ], + "logprob_reward": -0.03370939567685127, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370939567685127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18135803937911987, + 0.11276818811893463, + 0.09930785745382309, + 0.09751848876476288, + 0.10407383739948273, + 0.026987750083208084, + 0.07135793566703796, + 0.16157010197639465, + 0.05594891682267189, + 0.08910887688398361 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.03370939567685127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013368725776672363 + ], + "opposite_logprob_tokens": [ + -6.626337051391602 + ], + "logprob_reward": -0.0013368725776672363, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013368725776672363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15400049090385437, + 0.10801608860492706, + 0.13098008930683136, + 0.07777754217386246, + 0.06374017149209976, + 0.061897262930870056, + 0.10722194612026215, + 0.09209953248500824, + 0.14786724746227264, + 0.056399594992399216 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0013368725776672363 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729439832270145 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729439832270145, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729439832270145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12976385653018951, + 0.16789992153644562, + 0.12359464913606644, + 0.09654396027326584, + 0.0905650332570076, + 0.0751054584980011, + 0.045255180448293686, + 0.09937961399555206, + 0.08398395031690598, + 0.08790837973356247 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.006729439832270145 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008628821931779385 + ], + "opposite_logprob_tokens": [ + -4.758628845214844 + ], + "logprob_reward": -0.008628821931779385, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008628821931779385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24726253747940063, + 0.08951903879642487, + 0.0818515196442604, + 0.1343984305858612, + 0.06113172695040703, + 0.03655311092734337, + 0.04863438382744789, + 0.20357602834701538, + 0.045375097543001175, + 0.05169809237122536 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.008628821931779385 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, full-body photograph captures the dramatic scene with a classic cyberpunk aesthetic, revealing a cluster of resilient, genetically modified queen flower plants. Anchored in a grimy concrete channel, their long, strap-like leaves unfurl like sentient tentacles, each covered in a shimmering, viscous fluid that catches the chaotic ambient light. Faint internal neon lights, primarily cyan and fuchsia, pulse rhythmically through their translucent vascular systems, making them eerie beacons in the darkness. A murky, polluted flash flood surges violently around their bases, its dark, opaque waters churning up iridescent chemical slicks and floating debris. The entire dramatic scene is illuminated by the futuristic, rain-soaked city looming in the background; towering, dark skyscrapers adorned with giant, flickering holographic logos cast ever-shifting patterns of electric blue and hot pink light on their wet surfaces. A steady, heavy rain streaks through the air, each drop acting like a tiny lens reflecting a chaotic halo of neon lights, creating a tense and awe-inspiring atmosphere of strange nature that thrives against a dystopian technological backdrop.", + "seed": 4404, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_12/index_2788_seed_4404_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06280677311588079, + "vlm_logprob": -0.06280677311588079, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.06280677311588079, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25795552134513855 + ], + "opposite_logprob_tokens": [ + -1.507955551147461 + ], + "logprob_reward": -0.25795552134513855, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25795552134513855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10062586516141891, + 0.04471893608570099, + 0.15255415439605713, + 0.21003319323062897, + 0.19246028363704681, + 0.06813812255859375, + 0.06616193801164627, + 0.07186117768287659, + 0.05467505380511284, + 0.03877127543091774 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.25795552134513855 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306865110993385 + ], + "opposite_logprob_tokens": [ + -3.1680686473846436 + ], + "logprob_reward": -0.04306865110993385, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306865110993385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07818470895290375, + 0.15114127099514008, + 0.3536197245121002, + 0.07985546439886093, + 0.06426931917667389, + 0.05367059260606766, + 0.031186392530798912, + 0.03130494803190231, + 0.08537957817316055, + 0.07138802111148834 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.04306865110993385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021983047481626272 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.0021983047481626272, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021983047481626272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12105203419923782, + 0.10236693918704987, + 0.28058433532714844, + 0.05182759091258049, + 0.19543510675430298, + 0.06050833314657211, + 0.018913473933935165, + 0.06708446890115738, + 0.05724329501390457, + 0.0449843667447567 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.0021983047481626272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009773852303624153 + ], + "opposite_logprob_tokens": [ + -4.6347737312316895 + ], + "logprob_reward": -0.009773852303624153, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009773852303624153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11627697944641113, + 0.06252619624137878, + 0.5350338220596313, + 0.09340991079807281, + 0.06380950659513474, + 0.025362055748701096, + 0.02294330857694149, + 0.013553609140217304, + 0.029094088822603226, + 0.037990503013134 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.009773852303624153 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010375360725447536 + ], + "opposite_logprob_tokens": [ + -6.87603759765625 + ], + "logprob_reward": -0.0010375360725447536, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010375360725447536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23261582851409912, + 0.11209684610366821, + 0.274905800819397, + 0.06010594218969345, + 0.14773359894752502, + 0.0191559586673975, + 0.04022139310836792, + 0.018480239436030388, + 0.024891238659620285, + 0.06979312747716904 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0010375360725447536 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, full-body photograph captures the dramatic scene with a classic cyberpunk aesthetic, revealing a cluster of resilient, genetically modified queen flower plants. Anchored in a grimy concrete channel, their long, strap-like leaves unfurl like sentient tentacles, each covered in a shimmering, viscous fluid that catches the chaotic ambient light. Faint internal neon lights, primarily cyan and fuchsia, pulse rhythmically through their translucent vascular systems, making them eerie beacons in the darkness. A murky, polluted flash flood surges violently around their bases, its dark, opaque waters churning up iridescent chemical slicks and floating debris. The entire dramatic scene is illuminated by the futuristic, rain-soaked city looming in the background; towering, dark skyscrapers adorned with giant, flickering holographic logos cast ever-shifting patterns of electric blue and hot pink light on their wet surfaces. A steady, heavy rain streaks through the air, each drop acting like a tiny lens reflecting a chaotic halo of neon lights, creating a tense and awe-inspiring atmosphere of strange nature that thrives against a dystopian technological backdrop.", + "seed": 4405, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_12/index_2788_seed_4405_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015492306160740554, + "vlm_logprob": -0.015492306160740554, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.015492306160740554, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04209395870566368 + ], + "opposite_logprob_tokens": [ + -3.2920939922332764 + ], + "logprob_reward": -0.04209395870566368, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04209395870566368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4195590913295746, + 0.06198453530669212, + 0.07052046805620193, + 0.05240228772163391, + 0.030489802360534668, + 0.016647573560476303, + 0.06713031232357025, + 0.060699980705976486, + 0.08308926969766617, + 0.13747674226760864 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.04209395870566368 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289239034056664 + ], + "opposite_logprob_tokens": [ + -3.773289203643799 + ], + "logprob_reward": -0.023289239034056664, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289239034056664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42847132682800293, + 0.07721603661775589, + 0.16150714457035065, + 0.058999888598918915, + 0.029398759827017784, + 0.023880545049905777, + 0.05036270618438721, + 0.026911398395895958, + 0.07778539508581161, + 0.0654667317867279 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.023289239034056664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015136463334783912 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015136463334783912, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015136463334783912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2581413984298706, + 0.06567023694515228, + 0.0616723969578743, + 0.04821738228201866, + 0.052669283002614975, + 0.0683399960398674, + 0.08010386675596237, + 0.07405436784029007, + 0.124733567237854, + 0.16639754176139832 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0015136463334783912 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008629885502159595 + ], + "opposite_logprob_tokens": [ + -4.75862979888916 + ], + "logprob_reward": -0.008629885502159595, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008629885502159595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23086510598659515, + 0.14346708357334137, + 0.07059133797883987, + 0.05435521900653839, + 0.026799293234944344, + 0.024965645745396614, + 0.03157367557287216, + 0.0667315199971199, + 0.12189172208309174, + 0.22875945270061493 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.008629885502159595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a low-angle perspective showing the full body of the plants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the plants genetically modified queen flowers with long, strap-like leaves resembling tentacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the leaves have a shimmering, viscous fluid and faint internal neon lights in cyan and fuchsia?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a grimy concrete channel with a murky, polluted flash flood surging around the plant bases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a futuristic, rain-soaked city with dark skyscrapers and flickering holographic logos?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019348012283444405 + ], + "opposite_logprob_tokens": [ + -6.251935005187988 + ], + "logprob_reward": -0.0019348012283444405, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019348012283444405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4004982113838196, + 0.09718828648328781, + 0.07317095994949341, + 0.04978223890066147, + 0.04146363213658333, + 0.03354215249419212, + 0.04163996875286102, + 0.038699232041835785, + 0.0729323998093605, + 0.15108296275138855 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0019348012283444405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_13/index_tensor([4543, 4543])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_13/index_tensor([4543, 4543])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..695265c05774e0a06741ca6adac5aa7642f2d465 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_13/index_tensor([4543, 4543])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strikingly dynamic, overhead tracking shot follows a sleek, modern stealth fighter as it enters the frame at high speed from the upper left corner and streaks towards the lower right. The fighter's matte-gray metal fuselage reflects sharp highlights in the glaring afternoon sun, revealing its intricate panel lines and aerodynamic shape. The background is a clear, cloudless, deep blue sky. From its tail, the twin engine nozzles fiercely belch a dazzling orange-red afterburner flame. The flames' cores are brilliant white, while the intense heat distorts the surrounding air, emitting a fiery glow. As the fighter roars past, two pure white contrails, formed by vortexes and condensed water vapor from the wingtips, instantly slash the azure sky like two sharp blades, lingering long after the aircraft passes. The entire scene is imbued with the overwhelming beauty of power, speed, and modern technology, creating an atmosphere of tension and grandeur.", + "seed": 1613, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_13/index_4543_seed_1613_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024741699174046516, + "vlm_logprob": -0.024741699174046516, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.024741699174046516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06368011981248856 + ], + "opposite_logprob_tokens": [ + -2.8136801719665527 + ], + "logprob_reward": -0.06368011981248856, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06368011981248856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2218698412179947, + 0.06490840017795563, + 0.059890877455472946, + 0.055842459201812744, + 0.26544421911239624, + 0.024248627945780754, + 0.2357761561870575, + 0.034997500479221344, + 0.014254066161811352, + 0.02276783064007759 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.06368011981248856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308688774704933 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308688774704933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308688774704933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11537471413612366, + 0.06650635600090027, + 0.10806086659431458, + 0.08548513799905777, + 0.22239765524864197, + 0.10174030810594559, + 0.11728674918413162, + 0.1113303005695343, + 0.03663763031363487, + 0.035180237144231796 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.023308688774704933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057494968175888 + ], + "opposite_logprob_tokens": [ + -3.8955750465393066 + ], + "logprob_reward": -0.02057494968175888, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057494968175888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4737509787082672, + 0.07478579133749008, + 0.03658871352672577, + 0.060542747378349304, + 0.1620786488056183, + 0.06595300137996674, + 0.020885737612843513, + 0.06805646419525146, + 0.02358683943748474, + 0.013771030120551586 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.02057494968175888 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036149173974990845 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036149173974990845, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036149173974990845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13348382711410522, + 0.039386969059705734, + 0.047485850751399994, + 0.021955937147140503, + 0.5322369933128357, + 0.028559159487485886, + 0.06677243113517761, + 0.0716305673122406, + 0.019519751891493797, + 0.038968537002801895 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0036149173974990845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012529820203781128 + ], + "opposite_logprob_tokens": [ + -4.3875298500061035 + ], + "logprob_reward": -0.012529820203781128, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012529820203781128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3643401563167572, + 0.03577614203095436, + 0.033983971923589706, + 0.03685585409402847, + 0.37411388754844666, + 0.02399348095059395, + 0.02596248686313629, + 0.03962395712733269, + 0.015672508627176285, + 0.04967758432030678 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.012529820203781128 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic, overhead tracking shot follows a sleek, modern stealth fighter as it enters the frame at high speed from the upper left corner and streaks towards the lower right. The fighter's matte-gray metal fuselage reflects sharp highlights in the glaring afternoon sun, revealing its intricate panel lines and aerodynamic shape. The background is a clear, cloudless, deep blue sky. From its tail, the twin engine nozzles fiercely belch a dazzling orange-red afterburner flame. The flames' cores are brilliant white, while the intense heat distorts the surrounding air, emitting a fiery glow. As the fighter roars past, two pure white contrails, formed by vortexes and condensed water vapor from the wingtips, instantly slash the azure sky like two sharp blades, lingering long after the aircraft passes. The entire scene is imbued with the overwhelming beauty of power, speed, and modern technology, creating an atmosphere of tension and grandeur.", + "seed": 1614, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_13/index_4543_seed_1614_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3879198858514428, + "vlm_logprob": -0.3879198858514428, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.3879198858514428, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.805153489112854 + ], + "opposite_logprob_tokens": [ + -0.1801535189151764 + ], + "logprob_reward": -1.805153489112854, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.805153489112854, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0444401390850544, + 0.12261321395635605, + 0.07856018841266632, + 0.03557829186320305, + 0.028821932151913643, + 0.09237030893564224, + 0.08711397647857666, + 0.07877012342214584, + 0.06875654309988022, + 0.36297526955604553 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -1.805153489112854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07913780957460403 + ], + "opposite_logprob_tokens": [ + -2.5791378021240234 + ], + "logprob_reward": -0.07913780957460403, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07913780957460403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09138260036706924, + 0.14960357546806335, + 0.08414788544178009, + 0.04253830760717392, + 0.01558525487780571, + 0.058033738285303116, + 0.09318807721138, + 0.06354301422834396, + 0.05082143098115921, + 0.3511561453342438 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.07913780957460403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038125988095998764 + ], + "opposite_logprob_tokens": [ + -3.288125991821289 + ], + "logprob_reward": -0.038125988095998764, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038125988095998764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046872787177562714, + 0.0691620334982872, + 0.023288646712899208, + 0.015544467605650425, + 0.006285181734710932, + 0.029457205906510353, + 0.026883946731686592, + 0.0450618751347065, + 0.09847856312990189, + 0.6389653086662292 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.038125988095998764 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643728025257587 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.004643728025257587, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643728025257587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055661845952272415, + 0.16379483044147491, + 0.139888197183609, + 0.04215546324849129, + 0.027255289256572723, + 0.07652153074741364, + 0.0755205824971199, + 0.09313561022281647, + 0.04600811377167702, + 0.2800585627555847 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.004643728025257587 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253841444849968 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.01253841444849968, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253841444849968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1776391714811325, + 0.23255838453769684, + 0.08359912037849426, + 0.08022431284189224, + 0.016356857493519783, + 0.06649784743785858, + 0.053428180515766144, + 0.06775865703821182, + 0.03928082063794136, + 0.18265663087368011 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.01253841444849968 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic, overhead tracking shot follows a sleek, modern stealth fighter as it enters the frame at high speed from the upper left corner and streaks towards the lower right. The fighter's matte-gray metal fuselage reflects sharp highlights in the glaring afternoon sun, revealing its intricate panel lines and aerodynamic shape. The background is a clear, cloudless, deep blue sky. From its tail, the twin engine nozzles fiercely belch a dazzling orange-red afterburner flame. The flames' cores are brilliant white, while the intense heat distorts the surrounding air, emitting a fiery glow. As the fighter roars past, two pure white contrails, formed by vortexes and condensed water vapor from the wingtips, instantly slash the azure sky like two sharp blades, lingering long after the aircraft passes. The entire scene is imbued with the overwhelming beauty of power, speed, and modern technology, creating an atmosphere of tension and grandeur.", + "seed": 1615, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_13/index_4543_seed_1615_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.024011650076135992, + "vlm_logprob": -0.024011650076135992, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.024011650076135992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05609271675348282 + ], + "opposite_logprob_tokens": [ + -2.9310927391052246 + ], + "logprob_reward": -0.05609271675348282, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05609271675348282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07929307222366333, + 0.03881005197763443, + 0.23095613718032837, + 0.057880792766809464, + 0.100865438580513, + 0.04492834582924843, + 0.0568695142865181, + 0.061856698244810104, + 0.06572922319173813, + 0.26281073689460754 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.05609271675348282 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109207235276699 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.01109207235276699, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109207235276699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1354021430015564, + 0.06343229860067368, + 0.045413196086883545, + 0.06724156439304352, + 0.054814085364341736, + 0.02931632101535797, + 0.04211661219596863, + 0.12509290874004364, + 0.025469431653618813, + 0.4117014408111572 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.01109207235276699 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043051183223724365 + ], + "opposite_logprob_tokens": [ + -3.168051242828369 + ], + "logprob_reward": -0.043051183223724365, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043051183223724365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07346133887767792, + 0.08040423691272736, + 0.056763045489788055, + 0.08108804374933243, + 0.08180027455091476, + 0.03800132870674133, + 0.04593959450721741, + 0.18593211472034454, + 0.04941374063491821, + 0.3071962893009186 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.043051183223724365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021969962399452925 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.0021969962399452925, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021969962399452925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04328706115484238, + 0.052259888499975204, + 0.030461374670267105, + 0.072231225669384, + 0.13441681861877441, + 0.040998201817274094, + 0.029439112171530724, + 0.21438318490982056, + 0.2641405761241913, + 0.1183825358748436 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.0021969962399452925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625281810760498 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.007625281810760498, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625281810760498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22039605677127838, + 0.057905878871679306, + 0.03795149549841881, + 0.03838151693344116, + 0.07487758249044418, + 0.037412453442811966, + 0.03406491130590439, + 0.13213013112545013, + 0.20319034159183502, + 0.16368956863880157 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.007625281810760498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strikingly dynamic, overhead tracking shot follows a sleek, modern stealth fighter as it enters the frame at high speed from the upper left corner and streaks towards the lower right. The fighter's matte-gray metal fuselage reflects sharp highlights in the glaring afternoon sun, revealing its intricate panel lines and aerodynamic shape. The background is a clear, cloudless, deep blue sky. From its tail, the twin engine nozzles fiercely belch a dazzling orange-red afterburner flame. The flames' cores are brilliant white, while the intense heat distorts the surrounding air, emitting a fiery glow. As the fighter roars past, two pure white contrails, formed by vortexes and condensed water vapor from the wingtips, instantly slash the azure sky like two sharp blades, lingering long after the aircraft passes. The entire scene is imbued with the overwhelming beauty of power, speed, and modern technology, creating an atmosphere of tension and grandeur.", + "seed": 1616, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_13/index_4543_seed_1616_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12120869723148645, + "vlm_logprob": -0.12120869723148645, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.12120869723148645, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4294467270374298 + ], + "opposite_logprob_tokens": [ + -1.0544466972351074 + ], + "logprob_reward": -0.4294467270374298, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4294467270374298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06844937801361084, + 0.5829401612281799, + 0.042974069714546204, + 0.039503637701272964, + 0.033350516110658646, + 0.14390046894550323, + 0.030709145590662956, + 0.014073560945689678, + 0.011712532490491867, + 0.03238653391599655 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.4294467270374298 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637290023267269 + ], + "opposite_logprob_tokens": [ + -3.6513729095458984 + ], + "logprob_reward": -0.02637290023267269, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637290023267269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054330870509147644, + 0.6709759831428528, + 0.031985096633434296, + 0.04279794543981552, + 0.02960558608174324, + 0.04821782186627388, + 0.027089940384030342, + 0.06459934264421463, + 0.009385923855006695, + 0.02101156674325466 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.02637290023267269 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033695563673973083 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.033695563673973083, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033695563673973083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02564864605665207, + 0.7210323810577393, + 0.027901872992515564, + 0.05544407665729523, + 0.024456599727272987, + 0.019664939492940903, + 0.06476803123950958, + 0.038516368716955185, + 0.007725813426077366, + 0.014841390773653984 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.033695563673973083 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036147984210401773 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036147984210401773, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036147984210401773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04729320481419563, + 0.3254513144493103, + 0.06446321308612823, + 0.13615421950817108, + 0.1105893924832344, + 0.07623440027236938, + 0.03556764870882034, + 0.15096540749073029, + 0.01649636961519718, + 0.03678486496210098 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.0036147984210401773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, modern stealth fighter?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the fighter's fuselage matte-gray with visible panel lines and aerodynamic shape?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fighter enter from the upper left and streak towards the lower right at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are twin engine nozzles emitting orange-red flames with white cores and heat distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an overhead tracking view against a clear, cloudless deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291349679231644 + ], + "opposite_logprob_tokens": [ + -2.2379136085510254 + ], + "logprob_reward": -0.11291349679231644, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291349679231644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0351247601211071, + 0.044583458453416824, + 0.14535754919052124, + 0.047435205429792404, + 0.23940880596637726, + 0.016636928543448448, + 0.021635983139276505, + 0.3736545145511627, + 0.011826260946691036, + 0.06433653831481934 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.11291349679231644 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_14/index_tensor([6949, 6949])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_14/index_tensor([6949, 6949])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a19ba741e84f78ad58ae10f1b6b073c4c8d5948f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_14/index_tensor([6949, 6949])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly low-angle medium shot captures a scene rendered in a classic black-and-white retro animation style, imbued with a charming hand-drawn quality. A cheerful, cartoonish character, designed with a simple, rounded form, rubber hose limbs, and classic white four-fingered gloves, bends over, intently tending. The character's face features oversized, expressive pie-shaped eyes and a broad, resolute smile that conveys pure joy. They are carefully watering a resilient flower, holding a simple small watering can, tilting it steadily and deliberately. A clean, arcing stream of white water flows from the nozzle to the base of the daisy-like flower, which bravely sprouts from a steep, jagged crack in the dark sidewalk. Looming in the background, a towering, impersonal apartment building dominates the frame, its facade a monotonous grid of identical black square windows stretching upwards into the distance. The stark contrast between the vast, geometric uniformity of the urban backdrop and the small, gentle acts that nourish life creates a warm and poignant atmosphere, and the subtle shimmer and boil of hand-drawn lines reinforces the scene’s vintage, charming aesthetic.", + "seed": 1202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_14/index_6949_seed_1202_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024298722157254815, + "vlm_logprob": -0.024298722157254815, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.024298722157254815, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0030553110409528017 + ], + "opposite_logprob_tokens": [ + -6.378055095672607 + ], + "logprob_reward": -0.0030553110409528017, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0030553110409528017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19950832426548004, + 0.23134981095790863, + 0.055043913424015045, + 0.049949269741773605, + 0.17439661920070648, + 0.048401616513729095, + 0.050672635436058044, + 0.057263586670160294, + 0.07916359603404999, + 0.05425063893198967 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0030553110409528017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211636036634445 + ], + "opposite_logprob_tokens": [ + -4.264211654663086 + ], + "logprob_reward": -0.014211636036634445, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211636036634445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3195269703865051, + 0.19626787304878235, + 0.07846693694591522, + 0.08679413795471191, + 0.05064057186245918, + 0.050372667610645294, + 0.047563083469867706, + 0.07767130434513092, + 0.039324600249528885, + 0.05337190628051758 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.014211636036634445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897204160690308 + ], + "opposite_logprob_tokens": [ + -2.578972101211548 + ], + "logprob_reward": -0.07897204160690308, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897204160690308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23847663402557373, + 0.22497691214084625, + 0.10802856087684631, + 0.06898153573274612, + 0.06973842531442642, + 0.05920373275876045, + 0.04616505652666092, + 0.05257920175790787, + 0.09379022568464279, + 0.03805974870920181 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07897204160690308 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187190681695938 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187190681695938, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187190681695938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3448977768421173, + 0.11561877280473709, + 0.10454331338405609, + 0.03871273994445801, + 0.14562170207500458, + 0.06849607825279236, + 0.08234097063541412, + 0.031337544322013855, + 0.024583594873547554, + 0.043847545981407166 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.014187190681695938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067431420087814 + ], + "opposite_logprob_tokens": [ + -4.5110673904418945 + ], + "logprob_reward": -0.011067431420087814, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067431420087814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10020198673009872, + 0.09195920079946518, + 0.0766359269618988, + 0.06624514609575272, + 0.4237024188041687, + 0.0726170465350151, + 0.03748660907149315, + 0.08393008261919022, + 0.02639310620725155, + 0.020828448235988617 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.011067431420087814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle medium shot captures a scene rendered in a classic black-and-white retro animation style, imbued with a charming hand-drawn quality. A cheerful, cartoonish character, designed with a simple, rounded form, rubber hose limbs, and classic white four-fingered gloves, bends over, intently tending. The character's face features oversized, expressive pie-shaped eyes and a broad, resolute smile that conveys pure joy. They are carefully watering a resilient flower, holding a simple small watering can, tilting it steadily and deliberately. A clean, arcing stream of white water flows from the nozzle to the base of the daisy-like flower, which bravely sprouts from a steep, jagged crack in the dark sidewalk. Looming in the background, a towering, impersonal apartment building dominates the frame, its facade a monotonous grid of identical black square windows stretching upwards into the distance. The stark contrast between the vast, geometric uniformity of the urban backdrop and the small, gentle acts that nourish life creates a warm and poignant atmosphere, and the subtle shimmer and boil of hand-drawn lines reinforces the scene’s vintage, charming aesthetic.", + "seed": 1203, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_14/index_6949_seed_1203_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.00793897188268602, + "vlm_logprob": -0.00793897188268602, + "vlm_yes_no_margin": 5.325, + "vlm_token_credit": -0.00793897188268602, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017601249273866415 + ], + "opposite_logprob_tokens": [ + -6.876760005950928 + ], + "logprob_reward": -0.0017601249273866415, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0017601249273866415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1353427618741989, + 0.12011141330003738, + 0.1474401354789734, + 0.17730924487113953, + 0.05905816704034805, + 0.032613564282655716, + 0.0441162995994091, + 0.02309660241007805, + 0.21306723356246948, + 0.04784459248185158 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.0017601249273866415 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748029962182045 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748029962182045, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748029962182045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08848205953836441, + 0.09217274934053421, + 0.098833829164505, + 0.052937570959329605, + 0.07770173251628876, + 0.03202814236283302, + 0.0839400589466095, + 0.026225358247756958, + 0.20205917954444885, + 0.24561935663223267 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.006748029962182045 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075095273554325 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011075095273554325, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075095273554325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12470130622386932, + 0.04215146228671074, + 0.5487493276596069, + 0.05824122577905655, + 0.04924783855676651, + 0.020836513489484787, + 0.03463113680481911, + 0.0420905277132988, + 0.03149796277284622, + 0.04785260930657387 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.011075095273554325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181744284927845 + ], + "opposite_logprob_tokens": [ + -4.018174648284912 + ], + "logprob_reward": -0.0181744284927845, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181744284927845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18906927108764648, + 0.07627884298563004, + 0.16466909646987915, + 0.25325122475624084, + 0.03228111192584038, + 0.03359867259860039, + 0.09673841297626495, + 0.04855761677026749, + 0.08229518681764603, + 0.023260561749339104 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0181744284927845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001937180757522583 + ], + "opposite_logprob_tokens": [ + -6.251937389373779 + ], + "logprob_reward": -0.001937180757522583, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001937180757522583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.262606680393219, + 0.07554206252098083, + 0.19081713259220123, + 0.1956571787595749, + 0.03837844729423523, + 0.01640724577009678, + 0.02934190258383751, + 0.02491900883615017, + 0.11494933813810349, + 0.05138099566102028 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.001937180757522583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle medium shot captures a scene rendered in a classic black-and-white retro animation style, imbued with a charming hand-drawn quality. A cheerful, cartoonish character, designed with a simple, rounded form, rubber hose limbs, and classic white four-fingered gloves, bends over, intently tending. The character's face features oversized, expressive pie-shaped eyes and a broad, resolute smile that conveys pure joy. They are carefully watering a resilient flower, holding a simple small watering can, tilting it steadily and deliberately. A clean, arcing stream of white water flows from the nozzle to the base of the daisy-like flower, which bravely sprouts from a steep, jagged crack in the dark sidewalk. Looming in the background, a towering, impersonal apartment building dominates the frame, its facade a monotonous grid of identical black square windows stretching upwards into the distance. The stark contrast between the vast, geometric uniformity of the urban backdrop and the small, gentle acts that nourish life creates a warm and poignant atmosphere, and the subtle shimmer and boil of hand-drawn lines reinforces the scene’s vintage, charming aesthetic.", + "seed": 1204, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_14/index_6949_seed_1204_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019634677655994894, + "vlm_logprob": -0.019634677655994894, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.019634677655994894, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013354025781154633 + ], + "opposite_logprob_tokens": [ + -4.3883538246154785 + ], + "logprob_reward": -0.013354025781154633, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013354025781154633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22441279888153076, + 0.21139001846313477, + 0.14488264918327332, + 0.058421581983566284, + 0.11152662336826324, + 0.07028304785490036, + 0.0792357549071312, + 0.016558947041630745, + 0.0498075969517231, + 0.03348094969987869 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.013354025781154633 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059619685634970665 + ], + "opposite_logprob_tokens": [ + -5.130961894989014 + ], + "logprob_reward": -0.0059619685634970665, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059619685634970665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23932990431785583, + 0.09770750999450684, + 0.1082528829574585, + 0.0904851034283638, + 0.06484746187925339, + 0.12177063524723053, + 0.06251590698957443, + 0.07642368972301483, + 0.09331324696540833, + 0.04535365104675293 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0059619685634970665 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283299058675766 + ], + "opposite_logprob_tokens": [ + -3.7732832431793213 + ], + "logprob_reward": -0.023283299058675766, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283299058675766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34972113370895386, + 0.10540395975112915, + 0.07785863429307938, + 0.11647724360227585, + 0.044585082679986954, + 0.04429132118821144, + 0.046352267265319824, + 0.10504409670829773, + 0.03957827389240265, + 0.07068794220685959 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.023283299058675766 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304615780711174 + ], + "opposite_logprob_tokens": [ + -3.168046236038208 + ], + "logprob_reward": -0.04304615780711174, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304615780711174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3223101496696472, + 0.08145392686128616, + 0.2203165888786316, + 0.04635541886091232, + 0.06694363802671432, + 0.06474020332098007, + 0.07458500564098358, + 0.041154757142066956, + 0.029067816212773323, + 0.05307250842452049 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04304615780711174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012527937069535255 + ], + "opposite_logprob_tokens": [ + -4.387527942657471 + ], + "logprob_reward": -0.012527937069535255, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012527937069535255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28485843539237976, + 0.13763457536697388, + 0.22565875947475433, + 0.045152876526117325, + 0.07701607048511505, + 0.05951348692178726, + 0.061701711267232895, + 0.04412839189171791, + 0.02883870340883732, + 0.03549706190824509 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.012527937069535255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly low-angle medium shot captures a scene rendered in a classic black-and-white retro animation style, imbued with a charming hand-drawn quality. A cheerful, cartoonish character, designed with a simple, rounded form, rubber hose limbs, and classic white four-fingered gloves, bends over, intently tending. The character's face features oversized, expressive pie-shaped eyes and a broad, resolute smile that conveys pure joy. They are carefully watering a resilient flower, holding a simple small watering can, tilting it steadily and deliberately. A clean, arcing stream of white water flows from the nozzle to the base of the daisy-like flower, which bravely sprouts from a steep, jagged crack in the dark sidewalk. Looming in the background, a towering, impersonal apartment building dominates the frame, its facade a monotonous grid of identical black square windows stretching upwards into the distance. The stark contrast between the vast, geometric uniformity of the urban backdrop and the small, gentle acts that nourish life creates a warm and poignant atmosphere, and the subtle shimmer and boil of hand-drawn lines reinforces the scene’s vintage, charming aesthetic.", + "seed": 1205, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_14/index_6949_seed_1205_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01697571724653244, + "vlm_logprob": -0.01697571724653244, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.01697571724653244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0039132460951805115 + ], + "opposite_logprob_tokens": [ + -6.378913402557373 + ], + "logprob_reward": -0.0039132460951805115, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0039132460951805115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19038540124893188, + 0.12543591856956482, + 0.13254134356975555, + 0.04653145372867584, + 0.03579457849264145, + 0.020980320870876312, + 0.13013429939746857, + 0.13728968799114227, + 0.14460423588752747, + 0.036302752792835236 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0039132460951805115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011097259819507599 + ], + "opposite_logprob_tokens": [ + -4.511097431182861 + ], + "logprob_reward": -0.011097259819507599, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011097259819507599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1926584243774414, + 0.06141181290149689, + 0.15991957485675812, + 0.029503894969820976, + 0.02738012559711933, + 0.016987767070531845, + 0.05118722841143608, + 0.05066248029470444, + 0.35209396481513977, + 0.058194659650325775 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.011097259819507599 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818554848432541 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.01818554848432541, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818554848432541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07769101858139038, + 0.059117935597896576, + 0.1280573010444641, + 0.04849504306912422, + 0.04453347250819206, + 0.02308516576886177, + 0.26375022530555725, + 0.11592768132686615, + 0.08293761312961578, + 0.15640448033809662 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.01818554848432541 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043049927800893784 + ], + "opposite_logprob_tokens": [ + -3.1680498123168945 + ], + "logprob_reward": -0.043049927800893784, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043049927800893784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18091081082820892, + 0.08712586760520935, + 0.10636357963085175, + 0.047770943492650986, + 0.03218265622854233, + 0.019983287900686264, + 0.12130974978208542, + 0.12841439247131348, + 0.2248002290725708, + 0.05113845318555832 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.043049927800893784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic black-and-white retro animation style with a hand-drawn quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a cheerful cartoon figure with rubber hose limbs and white four-fingered gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character bending over while watering a daisy-like flower with a small watering can?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the flower growing from a steep, jagged crack in a dark sidewalk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dominated by a towering apartment building with a grid of identical black square windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632604032754898 + ], + "opposite_logprob_tokens": [ + -4.758632659912109 + ], + "logprob_reward": -0.008632604032754898, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632604032754898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09701184183359146, + 0.06464596092700958, + 0.10457263886928558, + 0.11004585027694702, + 0.0791158601641655, + 0.03534131869673729, + 0.03838928043842316, + 0.15622222423553467, + 0.19623365998268127, + 0.11842140555381775 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.008632604032754898 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_15/index_tensor([5254, 5254])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_15/index_tensor([5254, 5254])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bbd83a45dadffc255153fcad214a1af63e2cfab3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_15/index_tensor([5254, 5254])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle tracking shot closely follows a little boy, about five or six, as he happily runs along a winding dirt road. His short, shaggy blond hair, bleached slightly by the sun, bounces gently as he runs, a carefree smile radiating from his face, revealing a few white, baby teeth. He wears a pair of washed-out blue denim overalls, the legs stained with dirt and grass, and a loose-fitting white cotton T-shirt. His arms are slightly outstretched for balance, and his bare feet tap the dusty road briskly, each step sending up a cloud of golden dust. On either side of the road, knee-high grass, dotted with yellow and white wildflowers, sway gently in the breeze. The golden sunlight of the summer evening slants down at a low angle, casting a warm halo around the ends of his shaggy hair and stretching his figure long against the ground. The entire picture presents a desaturated, warm, retro tone with a slightly yellowish grain, reminiscent of faded old photos, creating an atmosphere of tranquility, nostalgia and innocent joy.", + "seed": 3015, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_15/index_5254_seed_3015_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023503488535061477, + "vlm_logprob": -0.023503488535061477, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.023503488535061477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04946404695510864 + ], + "opposite_logprob_tokens": [ + -3.424463987350464 + ], + "logprob_reward": -0.04946404695510864, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04946404695510864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3424735367298126, + 0.055536504834890366, + 0.13720941543579102, + 0.07591414451599121, + 0.09632360190153122, + 0.07326201349496841, + 0.07665199786424637, + 0.0381288081407547, + 0.03604092076420784, + 0.06845908612012863 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.04946404695510864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008667349815368652 + ], + "opposite_logprob_tokens": [ + -4.758667469024658 + ], + "logprob_reward": -0.008667349815368652, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008667349815368652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17316113412380219, + 0.05563892051577568, + 0.209109827876091, + 0.06382901221513748, + 0.06794676184654236, + 0.06858113408088684, + 0.0465395450592041, + 0.12075530737638474, + 0.11533429473638535, + 0.07910408079624176 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.008667349815368652 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054958585649728775 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.054958585649728775, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054958585649728775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10502298921346664, + 0.044159624725580215, + 0.4150722026824951, + 0.11352881044149399, + 0.08110246807336807, + 0.0801367312669754, + 0.04830349609255791, + 0.036833617836236954, + 0.04590712487697601, + 0.02993292175233364 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.054958585649728775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024877809919416904 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.0024877809919416904, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024877809919416904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38266584277153015, + 0.04532747343182564, + 0.09749561548233032, + 0.07955871522426605, + 0.053376298397779465, + 0.03845879063010216, + 0.11039867997169495, + 0.0936630442738533, + 0.030594520270824432, + 0.0684611052274704 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.0024877809919416904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019396792631596327 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019396792631596327, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019396792631596327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.317674845457077, + 0.10137411952018738, + 0.12383735179901123, + 0.05444429814815521, + 0.06801164895296097, + 0.07896806299686432, + 0.04255594313144684, + 0.07000800222158432, + 0.05769267678260803, + 0.08543305099010468 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0019396792631596327 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot closely follows a little boy, about five or six, as he happily runs along a winding dirt road. His short, shaggy blond hair, bleached slightly by the sun, bounces gently as he runs, a carefree smile radiating from his face, revealing a few white, baby teeth. He wears a pair of washed-out blue denim overalls, the legs stained with dirt and grass, and a loose-fitting white cotton T-shirt. His arms are slightly outstretched for balance, and his bare feet tap the dusty road briskly, each step sending up a cloud of golden dust. On either side of the road, knee-high grass, dotted with yellow and white wildflowers, sway gently in the breeze. The golden sunlight of the summer evening slants down at a low angle, casting a warm halo around the ends of his shaggy hair and stretching his figure long against the ground. The entire picture presents a desaturated, warm, retro tone with a slightly yellowish grain, reminiscent of faded old photos, creating an atmosphere of tranquility, nostalgia and innocent joy.", + "seed": 3016, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_15/index_5254_seed_3016_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01685039671137929, + "vlm_logprob": -0.01685039671137929, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.01685039671137929, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04220173507928848 + ], + "opposite_logprob_tokens": [ + -3.6672017574310303 + ], + "logprob_reward": -0.04220173507928848, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.04220173507928848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33669647574424744, + 0.27397289872169495, + 0.07089624553918839, + 0.0669829398393631, + 0.03008081577718258, + 0.07305711507797241, + 0.06858436018228531, + 0.027823111042380333, + 0.019842656329274178, + 0.03206341341137886 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.04220173507928848 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005973581690341234 + ], + "opposite_logprob_tokens": [ + -5.130973815917969 + ], + "logprob_reward": -0.005973581690341234, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005973581690341234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40358036756515503, + 0.19031941890716553, + 0.18834777176380157, + 0.023960335180163383, + 0.03719163313508034, + 0.04030109941959381, + 0.031148677691817284, + 0.01335656177252531, + 0.025717632845044136, + 0.04607655853033066 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005973581690341234 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369844704866409 + ], + "opposite_logprob_tokens": [ + -3.408698558807373 + ], + "logprob_reward": -0.03369844704866409, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369844704866409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5118610858917236, + 0.2554550766944885, + 0.03933855518698692, + 0.04064255952835083, + 0.04024147614836693, + 0.026049451902508736, + 0.04199429601430893, + 0.016338836401700974, + 0.00998247042298317, + 0.018096253275871277 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.03369844704866409 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335801207460463 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335801207460463, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335801207460463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.569602906703949, + 0.16181480884552002, + 0.0908319503068924, + 0.02162100188434124, + 0.021223850548267365, + 0.036316949874162674, + 0.05265537649393082, + 0.014235486276447773, + 0.012151075527071953, + 0.01954665035009384 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.001335801207460463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010424185311421752 + ], + "opposite_logprob_tokens": [ + -6.876042366027832 + ], + "logprob_reward": -0.0010424185311421752, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010424185311421752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2900252044200897, + 0.19736908376216888, + 0.12184333056211472, + 0.04875921458005905, + 0.028755446895956993, + 0.029676197096705437, + 0.21082861721515656, + 0.015900801867246628, + 0.015068874694406986, + 0.04177316650748253 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0010424185311421752 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot closely follows a little boy, about five or six, as he happily runs along a winding dirt road. His short, shaggy blond hair, bleached slightly by the sun, bounces gently as he runs, a carefree smile radiating from his face, revealing a few white, baby teeth. He wears a pair of washed-out blue denim overalls, the legs stained with dirt and grass, and a loose-fitting white cotton T-shirt. His arms are slightly outstretched for balance, and his bare feet tap the dusty road briskly, each step sending up a cloud of golden dust. On either side of the road, knee-high grass, dotted with yellow and white wildflowers, sway gently in the breeze. The golden sunlight of the summer evening slants down at a low angle, casting a warm halo around the ends of his shaggy hair and stretching his figure long against the ground. The entire picture presents a desaturated, warm, retro tone with a slightly yellowish grain, reminiscent of faded old photos, creating an atmosphere of tranquility, nostalgia and innocent joy.", + "seed": 3017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_15/index_5254_seed_3017_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.015217356360517442, + "vlm_logprob": -0.015217356360517442, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.015217356360517442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045623909682035446 + ], + "opposite_logprob_tokens": [ + -3.545624017715454 + ], + "logprob_reward": -0.045623909682035446, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.045623909682035446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32734212279319763, + 0.11190937459468842, + 0.10730939358472824, + 0.14206653833389282, + 0.045645322650671005, + 0.04928218945860863, + 0.0687260627746582, + 0.035609208047389984, + 0.0755074992775917, + 0.03660234436392784 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.045623909682035446 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004663068801164627 + ], + "opposite_logprob_tokens": [ + -5.379662990570068 + ], + "logprob_reward": -0.004663068801164627, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004663068801164627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23467783629894257, + 0.1949661374092102, + 0.06642691791057587, + 0.1283969134092331, + 0.055204883217811584, + 0.05244104936718941, + 0.05601657181978226, + 0.06876500695943832, + 0.10093119740486145, + 0.04217347875237465 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004663068801164627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287026211619377 + ], + "opposite_logprob_tokens": [ + -3.773287057876587 + ], + "logprob_reward": -0.023287026211619377, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287026211619377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20604346692562103, + 0.3225237727165222, + 0.12255601584911346, + 0.07989191263914108, + 0.05537303909659386, + 0.051776960492134094, + 0.05663062632083893, + 0.030611664056777954, + 0.05018605291843414, + 0.024406468495726585 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.023287026211619377 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013341344892978668 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.0013341344892978668, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013341344892978668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23896507918834686, + 0.15060381591320038, + 0.0506659559905529, + 0.15769514441490173, + 0.047041215002536774, + 0.12899479269981384, + 0.05341756343841553, + 0.07710251212120056, + 0.06338358670473099, + 0.03213030844926834 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0013341344892978668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001178642618469894 + ], + "opposite_logprob_tokens": [ + -6.751178741455078 + ], + "logprob_reward": -0.001178642618469894, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001178642618469894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18509265780448914, + 0.259055495262146, + 0.051341161131858826, + 0.19768501818180084, + 0.03001103177666664, + 0.02346079610288143, + 0.05430332198739052, + 0.06991400569677353, + 0.07982293516397476, + 0.04931360483169556 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.001178642618469894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle tracking shot closely follows a little boy, about five or six, as he happily runs along a winding dirt road. His short, shaggy blond hair, bleached slightly by the sun, bounces gently as he runs, a carefree smile radiating from his face, revealing a few white, baby teeth. He wears a pair of washed-out blue denim overalls, the legs stained with dirt and grass, and a loose-fitting white cotton T-shirt. His arms are slightly outstretched for balance, and his bare feet tap the dusty road briskly, each step sending up a cloud of golden dust. On either side of the road, knee-high grass, dotted with yellow and white wildflowers, sway gently in the breeze. The golden sunlight of the summer evening slants down at a low angle, casting a warm halo around the ends of his shaggy hair and stretching his figure long against the ground. The entire picture presents a desaturated, warm, retro tone with a slightly yellowish grain, reminiscent of faded old photos, creating an atmosphere of tranquility, nostalgia and innocent joy.", + "seed": 3018, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_15/index_5254_seed_3018_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.022911879792809488, + "vlm_logprob": -0.022911879792809488, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.022911879792809488, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050378426909446716 + ], + "opposite_logprob_tokens": [ + -3.3003783226013184 + ], + "logprob_reward": -0.050378426909446716, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.050378426909446716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2640364170074463, + 0.1007046326994896, + 0.08245792984962463, + 0.08184322714805603, + 0.11353900283575058, + 0.054832953959703445, + 0.09644967317581177, + 0.050955284386873245, + 0.08716320991516113, + 0.06801766902208328 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.050378426909446716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016102034598588943 + ], + "opposite_logprob_tokens": [ + -4.141101837158203 + ], + "logprob_reward": -0.016102034598588943, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016102034598588943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2541559934616089, + 0.08916185051202774, + 0.07927386462688446, + 0.034356147050857544, + 0.05771830305457115, + 0.042290665209293365, + 0.06134507432579994, + 0.0344281904399395, + 0.14161396026611328, + 0.20565594732761383 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.016102034598588943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306339845061302 + ], + "opposite_logprob_tokens": [ + -3.1680634021759033 + ], + "logprob_reward": -0.04306339845061302, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306339845061302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33225733041763306, + 0.07113046199083328, + 0.05216369032859802, + 0.12860898673534393, + 0.08740505576133728, + 0.03666553273797035, + 0.1144968643784523, + 0.02385649085044861, + 0.07194895297288895, + 0.08146663010120392 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.04306339845061302 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028181858360767365 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.0028181858360767365, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028181858360767365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2706904709339142, + 0.08096943795681, + 0.037860311567783356, + 0.06532197445631027, + 0.2133868932723999, + 0.05863119661808014, + 0.046259067952632904, + 0.04540345445275307, + 0.040335942059755325, + 0.14114122092723846 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0028181858360767365 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle while tracking the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a little boy with short, shaggy blond hair wearing washed-out blue denim overalls and a white T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy running barefoot on a winding dirt road with his arms slightly outstretched?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature knee-high grass with yellow and white wildflowers swaying on either side of the road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered with a desaturated, warm, retro tone featuring a slightly yellowish grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002197353169322014 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.002197353169322014, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002197353169322014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3465263247489929, + 0.13106270134449005, + 0.06933198869228363, + 0.03474303334951401, + 0.11184881627559662, + 0.025981895625591278, + 0.10434344410896301, + 0.03038492053747177, + 0.06137637048959732, + 0.08440050482749939 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.002197353169322014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_2/index_tensor([9129, 9129])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_2/index_tensor([9129, 9129])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ae2706267027a551e2927c43ecf3eed9586d1ccf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_2/index_tensor([9129, 9129])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, captured from a slightly bird's-eye view, tilts steadily downward, following a weathered oak chair as it slowly and calmly descends vertically into a deep, remarkably clear blue body of water. Soft beams of sunlight penetrate the water, creating swaying shafts of light. As the chair sinks, they cast dappled, flowing shadows on its wooden surface, highlighting the dark wood grain and age-worn scratches. As the water pressure increases, tiny bubbles scramble to escape from the ancient wood grain and mortise and tenon joints, forming silvery, winding upward trails that contrast sharply with the heavy weight of the chair. Against the cool backdrop, the entire scene exudes a sense of profound tranquility and melancholy, imbued with a surreal poetic atmosphere.", + "seed": 29776, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_2/index_9129_seed_29776_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05077068842947483, + "vlm_logprob": -0.05077068842947483, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.05077068842947483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019519856199622154 + ], + "opposite_logprob_tokens": [ + -4.644519805908203 + ], + "logprob_reward": -0.019519856199622154, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.019519856199622154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11873375624418259, + 0.10035961121320724, + 0.17330239713191986, + 0.05073412507772446, + 0.1004336029291153, + 0.06895898282527924, + 0.06623072922229767, + 0.20241054892539978, + 0.0747915655374527, + 0.04404468089342117 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.019519856199622154 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209511682391167 + ], + "opposite_logprob_tokens": [ + -2.8120951652526855 + ], + "logprob_reward": -0.06209511682391167, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209511682391167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2872587740421295, + 0.09577249735593796, + 0.09935586899518967, + 0.10254663974046707, + 0.0506824254989624, + 0.022432060912251472, + 0.1197129637002945, + 0.11141300946474075, + 0.07029207795858383, + 0.04053366929292679 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.06209511682391167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864853248000145 + ], + "opposite_logprob_tokens": [ + -3.0486485958099365 + ], + "logprob_reward": -0.04864853248000145, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864853248000145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2743428349494934, + 0.043412644416093826, + 0.03020440600812435, + 0.022638550028204918, + 0.051180217415094376, + 0.03590136393904686, + 0.0716899037361145, + 0.4191628098487854, + 0.02232423983514309, + 0.029143033549189568 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.04864853248000145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294713348150253 + ], + "opposite_logprob_tokens": [ + -3.773294687271118 + ], + "logprob_reward": -0.023294713348150253, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294713348150253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11054917424917221, + 0.17448635399341583, + 0.10053334385156631, + 0.07370106130838394, + 0.13747021555900574, + 0.08248819410800934, + 0.09586931020021439, + 0.0979856327176094, + 0.0540350116789341, + 0.07288174331188202 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.023294713348150253 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029522329568863 + ], + "opposite_logprob_tokens": [ + -2.350295305252075 + ], + "logprob_reward": -0.10029522329568863, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029522329568863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1463058739900589, + 0.20664021372795105, + 0.058398034423589706, + 0.06955447047948837, + 0.1267731934785843, + 0.065424844622612, + 0.030075473710894585, + 0.16736194491386414, + 0.03742609918117523, + 0.09203986078500748 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.10029522329568863 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured from a slightly bird's-eye view, tilts steadily downward, following a weathered oak chair as it slowly and calmly descends vertically into a deep, remarkably clear blue body of water. Soft beams of sunlight penetrate the water, creating swaying shafts of light. As the chair sinks, they cast dappled, flowing shadows on its wooden surface, highlighting the dark wood grain and age-worn scratches. As the water pressure increases, tiny bubbles scramble to escape from the ancient wood grain and mortise and tenon joints, forming silvery, winding upward trails that contrast sharply with the heavy weight of the chair. Against the cool backdrop, the entire scene exudes a sense of profound tranquility and melancholy, imbued with a surreal poetic atmosphere.", + "seed": 29777, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_2/index_9129_seed_29777_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03745141108520329, + "vlm_logprob": -0.03745141108520329, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03745141108520329, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056902751326560974 + ], + "opposite_logprob_tokens": [ + -3.1819026470184326 + ], + "logprob_reward": -0.056902751326560974, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.056902751326560974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5141317844390869, + 0.10221594572067261, + 0.033367134630680084, + 0.053091518580913544, + 0.014964270405471325, + 0.06249300017952919, + 0.10276376456022263, + 0.02522878535091877, + 0.06904929876327515, + 0.022694502025842667 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.056902751326560974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003213481977581978 + ], + "opposite_logprob_tokens": [ + -5.753213405609131 + ], + "logprob_reward": -0.003213481977581978, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003213481977581978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5417202711105347, + 0.09226148575544357, + 0.06975232064723969, + 0.026843810454010963, + 0.03055386431515217, + 0.04959474131464958, + 0.0691581666469574, + 0.029890231788158417, + 0.03465614467859268, + 0.05556892603635788 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.003213481977581978 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494222417473793 + ], + "opposite_logprob_tokens": [ + -2.9299421310424805 + ], + "logprob_reward": -0.05494222417473793, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494222417473793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3232928216457367, + 0.3086308240890503, + 0.09046564251184464, + 0.029032668098807335, + 0.021060284227132797, + 0.04830789193511009, + 0.06142836809158325, + 0.02669169008731842, + 0.04216910898685455, + 0.048920683562755585 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.05494222417473793 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021972341928631067 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021972341928631067, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021972341928631067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3169555068016052, + 0.12192189693450928, + 0.23657572269439697, + 0.07948382943868637, + 0.03284480795264244, + 0.048448823392391205, + 0.04046621918678284, + 0.05165722221136093, + 0.02089637704193592, + 0.05074957013130188 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0021972341928631067 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000136375427246 + ], + "opposite_logprob_tokens": [ + -2.6950013637542725 + ], + "logprob_reward": -0.07000136375427246, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000136375427246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41369447112083435, + 0.11885836720466614, + 0.07624908536672592, + 0.07594341039657593, + 0.020107338204979897, + 0.042030833661556244, + 0.08721920847892761, + 0.050138600170612335, + 0.03040514513850212, + 0.08535361289978027 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.07000136375427246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured from a slightly bird's-eye view, tilts steadily downward, following a weathered oak chair as it slowly and calmly descends vertically into a deep, remarkably clear blue body of water. Soft beams of sunlight penetrate the water, creating swaying shafts of light. As the chair sinks, they cast dappled, flowing shadows on its wooden surface, highlighting the dark wood grain and age-worn scratches. As the water pressure increases, tiny bubbles scramble to escape from the ancient wood grain and mortise and tenon joints, forming silvery, winding upward trails that contrast sharply with the heavy weight of the chair. Against the cool backdrop, the entire scene exudes a sense of profound tranquility and melancholy, imbued with a surreal poetic atmosphere.", + "seed": 29778, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_2/index_9129_seed_29778_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05087828077375889, + "vlm_logprob": -0.05087828077375889, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.05087828077375889, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015003221109509468 + ], + "opposite_logprob_tokens": [ + -4.640003204345703 + ], + "logprob_reward": -0.015003221109509468, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.015003221109509468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12423598766326904, + 0.08930490165948868, + 0.16607248783111572, + 0.09662827104330063, + 0.061939965933561325, + 0.04883592948317528, + 0.11882252246141434, + 0.2167828381061554, + 0.047326911240816116, + 0.03005014918744564 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.015003221109509468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020615706220269203 + ], + "opposite_logprob_tokens": [ + -3.895615816116333 + ], + "logprob_reward": -0.020615706220269203, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020615706220269203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18624600768089294, + 0.07968919724225998, + 0.23882237076759338, + 0.06710460036993027, + 0.12798526883125305, + 0.028067898005247116, + 0.07166758924722672, + 0.12035468220710754, + 0.021215923130512238, + 0.05884644389152527 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.020615706220269203 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029371827840805 + ], + "opposite_logprob_tokens": [ + -2.3502936363220215 + ], + "logprob_reward": -0.10029371827840805, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029371827840805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14266151189804077, + 0.1369694173336029, + 0.1796833574771881, + 0.05246032029390335, + 0.05588822439312935, + 0.12401364743709564, + 0.15783724188804626, + 0.06797708570957184, + 0.02555614896118641, + 0.05695301666855812 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.10029371827840805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187304958701134 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187304958701134, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187304958701134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1712246835231781, + 0.10908349603414536, + 0.1320963203907013, + 0.06435566395521164, + 0.0545082688331604, + 0.06868817657232285, + 0.036966752260923386, + 0.26153939962387085, + 0.07897214591503143, + 0.022565076127648354 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.018187304958701134 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029145330190659 + ], + "opposite_logprob_tokens": [ + -2.3502914905548096 + ], + "logprob_reward": -0.10029145330190659, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029145330190659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13820186257362366, + 0.040421679615974426, + 0.14211755990982056, + 0.0683419331908226, + 0.11902162432670593, + 0.05376854166388512, + 0.06663566082715988, + 0.25188273191452026, + 0.07991261035203934, + 0.039695773273706436 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.10029145330190659 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, captured from a slightly bird's-eye view, tilts steadily downward, following a weathered oak chair as it slowly and calmly descends vertically into a deep, remarkably clear blue body of water. Soft beams of sunlight penetrate the water, creating swaying shafts of light. As the chair sinks, they cast dappled, flowing shadows on its wooden surface, highlighting the dark wood grain and age-worn scratches. As the water pressure increases, tiny bubbles scramble to escape from the ancient wood grain and mortise and tenon joints, forming silvery, winding upward trails that contrast sharply with the heavy weight of the chair. Against the cool backdrop, the entire scene exudes a sense of profound tranquility and melancholy, imbued with a surreal poetic atmosphere.", + "seed": 29779, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_2/index_9129_seed_29779_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0297490899451077, + "vlm_logprob": -0.0297490899451077, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.0297490899451077, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08538680523633957 + ], + "opposite_logprob_tokens": [ + -2.5853867530822754 + ], + "logprob_reward": -0.08538680523633957, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08538680523633957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24616383016109467, + 0.3412860631942749, + 0.08441794663667679, + 0.033339615911245346, + 0.023769842460751534, + 0.03961842134594917, + 0.11801689118146896, + 0.06771435588598251, + 0.02990048937499523, + 0.015772521495819092 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.08538680523633957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965760443359613 + ], + "opposite_logprob_tokens": [ + -5.130965709686279 + ], + "logprob_reward": -0.005965760443359613, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965760443359613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.077364981174469, + 0.09303898364305496, + 0.0804968848824501, + 0.10267781466245651, + 0.27704644203186035, + 0.13570213317871094, + 0.1236056461930275, + 0.06230712682008743, + 0.019406087696552277, + 0.02835390530526638 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.005965760443359613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624099031090736 + ], + "opposite_logprob_tokens": [ + -4.88262414932251 + ], + "logprob_reward": -0.007624099031090736, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624099031090736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20093145966529846, + 0.08543410897254944, + 0.09333395957946777, + 0.2176448255777359, + 0.043474212288856506, + 0.161619171500206, + 0.08657437562942505, + 0.06600197404623032, + 0.02462409809231758, + 0.020361799746751785 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.007624099031090736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067337024956941605 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.0067337024956941605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067337024956941605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3107081353664398, + 0.0830845832824707, + 0.10572095960378647, + 0.10108217597007751, + 0.11149420589208603, + 0.07016974687576294, + 0.07579754292964935, + 0.07894635945558548, + 0.038893040269613266, + 0.024103224277496338 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0067337024956941605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured in a medium shot from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a weathered oak chair visible descending vertically into a deep, clear blue body of water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt steadily downward while following the chair's descent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are soft beams of sunlight penetrating the water to create swaying shafts of light and dappled shadows on the chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny bubbles escape from the wood grain and joints of the chair, forming silvery, winding upward trails?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303508251905441 + ], + "opposite_logprob_tokens": [ + -3.1680350303649902 + ], + "logprob_reward": -0.04303508251905441, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303508251905441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1769942045211792, + 0.10464541614055634, + 0.10379932820796967, + 0.09266243129968643, + 0.04888036847114563, + 0.07772213220596313, + 0.2109728306531906, + 0.07070153206586838, + 0.08303740620613098, + 0.030584292486310005 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.04303508251905441 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_3/index_tensor([2223, 2223])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_3/index_tensor([2223, 2223])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ccc090e4d1bcec4d0ad2dc5024c0e2171a982165 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_3/index_tensor([2223, 2223])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stark, dark anime style, a low-angle tracking shot moves smoothly sideways, keeping pace with the ghostly Nekomata as it scales the towering structure. A creature of pure shadow and moonlight, its feline form a bold, clean silhouette against the night sky. Its body is a deep matte black, practically absorbing the light, while its piercing emerald eyes glow with an intense, otherworldly radiance. Its two iconic tails don't simply follow but flow like living calligraphy, trailing behind like a stream of liquid ink, dissipating into the cold air. The camera follows the civet cat as it effortlessly scales the massive, moss-covered stone walls of an ancient moonlit temple. Each paw placement is a silent, deliberate movement, its ethereal claws seeming to grasp the soul of the weathered gray stone rather than its surface. The ascent is a fluid, unbroken sequence of serpentine grace, utterly weightless and otherworldly. The cold, high-contrast moonlight from an unseen full moon carves sharp, glass-shadowed highlights on Nekomata's back, the damp, velvety texture of deep green moss, and the ancient, swirling stones of the temple walls, plunging everything else into a deep, inky black. The atmosphere is filled with silent mystery and a profound sense of the sacred, capturing a fleeting, ghostly pilgrimage in a world of sharp lines and deep shadows.", + "seed": 699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_3/index_2223_seed_699_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017598977778106928, + "vlm_logprob": -0.017598977778106928, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.017598977778106928, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06307558715343475 + ], + "opposite_logprob_tokens": [ + -2.813075542449951 + ], + "logprob_reward": -0.06307558715343475, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06307558715343475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08230903744697571, + 0.2948993146419525, + 0.034446001052856445, + 0.059724465012550354, + 0.1421770453453064, + 0.02930954098701477, + 0.030044695362448692, + 0.14514367282390594, + 0.05133314058184624, + 0.13061313331127167 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.06307558715343475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028335205279290676 + ], + "opposite_logprob_tokens": [ + -5.877833366394043 + ], + "logprob_reward": -0.0028335205279290676, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028335205279290676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09778435528278351, + 0.43104788661003113, + 0.0513882115483284, + 0.06855080276727676, + 0.08319009840488434, + 0.026425577700138092, + 0.035584695637226105, + 0.05450309440493584, + 0.0880722850561142, + 0.06345295161008835 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0028335205279290676 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178759142756462 + ], + "opposite_logprob_tokens": [ + -4.018178939819336 + ], + "logprob_reward": -0.018178759142756462, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178759142756462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17069309949874878, + 0.07568468153476715, + 0.0507693812251091, + 0.0739668756723404, + 0.09202560037374496, + 0.1843571811914444, + 0.10587044060230255, + 0.097389817237854, + 0.07521452009677887, + 0.07402843236923218 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.018178759142756462 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021950930822640657 + ], + "opposite_logprob_tokens": [ + -6.127194881439209 + ], + "logprob_reward": -0.0021950930822640657, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021950930822640657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13976068794727325, + 0.19897647202014923, + 0.08764291554689407, + 0.08460753411054611, + 0.1282912939786911, + 0.011763832531869411, + 0.04842885583639145, + 0.07784458249807358, + 0.15862131118774414, + 0.06406249105930328 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0021950930822640657 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017119289841502905 + ], + "opposite_logprob_tokens": [ + -6.376711845397949 + ], + "logprob_reward": -0.0017119289841502905, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017119289841502905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21393756568431854, + 0.16295494139194489, + 0.061796657741069794, + 0.11037962883710861, + 0.07201290130615234, + 0.03518044203519821, + 0.02411021664738655, + 0.05914976820349693, + 0.19329428672790527, + 0.06718359887599945 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0017119289841502905 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stark, dark anime style, a low-angle tracking shot moves smoothly sideways, keeping pace with the ghostly Nekomata as it scales the towering structure. A creature of pure shadow and moonlight, its feline form a bold, clean silhouette against the night sky. Its body is a deep matte black, practically absorbing the light, while its piercing emerald eyes glow with an intense, otherworldly radiance. Its two iconic tails don't simply follow but flow like living calligraphy, trailing behind like a stream of liquid ink, dissipating into the cold air. The camera follows the civet cat as it effortlessly scales the massive, moss-covered stone walls of an ancient moonlit temple. Each paw placement is a silent, deliberate movement, its ethereal claws seeming to grasp the soul of the weathered gray stone rather than its surface. The ascent is a fluid, unbroken sequence of serpentine grace, utterly weightless and otherworldly. The cold, high-contrast moonlight from an unseen full moon carves sharp, glass-shadowed highlights on Nekomata's back, the damp, velvety texture of deep green moss, and the ancient, swirling stones of the temple walls, plunging everything else into a deep, inky black. The atmosphere is filled with silent mystery and a profound sense of the sacred, capturing a fleeting, ghostly pilgrimage in a world of sharp lines and deep shadows.", + "seed": 700, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_3/index_2223_seed_700_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.00949314662721008, + "vlm_logprob": -0.00949314662721008, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.00949314662721008, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026995036751031876 + ], + "opposite_logprob_tokens": [ + -3.6519949436187744 + ], + "logprob_reward": -0.026995036751031876, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026995036751031876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10423845797777176, + 0.05891534686088562, + 0.041122809052467346, + 0.04525838792324066, + 0.07428299635648727, + 0.0715925469994545, + 0.059249188750982285, + 0.13862831890583038, + 0.3012114465236664, + 0.10550051927566528 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.026995036751031876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004111765883862972 + ], + "opposite_logprob_tokens": [ + -5.5041117668151855 + ], + "logprob_reward": -0.004111765883862972, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004111765883862972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20524586737155914, + 0.11004772037267685, + 0.15961861610412598, + 0.06229671463370323, + 0.13409452140331268, + 0.08833181858062744, + 0.03111492097377777, + 0.04233840852975845, + 0.08834459632635117, + 0.0785667821764946 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.004111765883862972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535824440419674 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012535824440419674, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535824440419674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11099717020988464, + 0.05617116391658783, + 0.32651159167289734, + 0.10071400552988052, + 0.12367407232522964, + 0.05012800171971321, + 0.04714355990290642, + 0.0692344605922699, + 0.04828766733407974, + 0.06713830679655075 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.012535824440419674 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335444045253098 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335444045253098, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335444045253098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15104621648788452, + 0.0867934376001358, + 0.08602968603372574, + 0.21490934491157532, + 0.13891969621181488, + 0.08511313050985336, + 0.07895360141992569, + 0.04626713693141937, + 0.04565934091806412, + 0.06630846858024597 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.001335444045253098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024876620154827833 + ], + "opposite_logprob_tokens": [ + -6.002487659454346 + ], + "logprob_reward": -0.0024876620154827833, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024876620154827833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15365101397037506, + 0.1607782244682312, + 0.0431831032037735, + 0.049625325947999954, + 0.06078439950942993, + 0.11067496240139008, + 0.04832707718014717, + 0.20421987771987915, + 0.06832952052354813, + 0.10042642056941986 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0024876620154827833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stark, dark anime style, a low-angle tracking shot moves smoothly sideways, keeping pace with the ghostly Nekomata as it scales the towering structure. A creature of pure shadow and moonlight, its feline form a bold, clean silhouette against the night sky. Its body is a deep matte black, practically absorbing the light, while its piercing emerald eyes glow with an intense, otherworldly radiance. Its two iconic tails don't simply follow but flow like living calligraphy, trailing behind like a stream of liquid ink, dissipating into the cold air. The camera follows the civet cat as it effortlessly scales the massive, moss-covered stone walls of an ancient moonlit temple. Each paw placement is a silent, deliberate movement, its ethereal claws seeming to grasp the soul of the weathered gray stone rather than its surface. The ascent is a fluid, unbroken sequence of serpentine grace, utterly weightless and otherworldly. The cold, high-contrast moonlight from an unseen full moon carves sharp, glass-shadowed highlights on Nekomata's back, the damp, velvety texture of deep green moss, and the ancient, swirling stones of the temple walls, plunging everything else into a deep, inky black. The atmosphere is filled with silent mystery and a profound sense of the sacred, capturing a fleeting, ghostly pilgrimage in a world of sharp lines and deep shadows.", + "seed": 701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_3/index_2223_seed_701_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.018151209969073535, + "vlm_logprob": -0.018151209969073535, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.018151209969073535, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07063805311918259 + ], + "opposite_logprob_tokens": [ + -2.6956379413604736 + ], + "logprob_reward": -0.07063805311918259, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07063805311918259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04221542179584503, + 0.04470929503440857, + 0.018900074064731598, + 0.12792259454727173, + 0.18779928982257843, + 0.07979986071586609, + 0.0383707657456398, + 0.04310271888971329, + 0.35472699999809265, + 0.06245296448469162 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.07063805311918259 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652034025639296 + ], + "opposite_logprob_tokens": [ + -5.37965202331543 + ], + "logprob_reward": -0.004652034025639296, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004652034025639296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017924714833498, + 0.03305986523628235, + 0.02325780689716339, + 0.010768727399408817, + 0.22529901564121246, + 0.02031519263982773, + 0.018084349110722542, + 0.03884997218847275, + 0.5695375204086304, + 0.04290284961462021 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.004652034025639296 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863425899296999 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.00863425899296999, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863425899296999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014916961081326008, + 0.011907032690942287, + 0.022542187944054604, + 0.022594207897782326, + 0.3126760721206665, + 0.039492592215538025, + 0.042623598128557205, + 0.09743402153253555, + 0.4199765920639038, + 0.01583675853908062 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.00863425899296999 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635659046471119 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635659046471119, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635659046471119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02668205089867115, + 0.01725384220480919, + 0.01566856913268566, + 0.13777044415473938, + 0.03567738085985184, + 0.009334001690149307, + 0.030967844650149345, + 0.02491227351129055, + 0.6549767255783081, + 0.04675683379173279 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.004635659046471119 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196044661104679 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002196044661104679, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196044661104679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03920083865523338, + 0.0191968847066164, + 0.050421666353940964, + 0.06555378437042236, + 0.10191886872053146, + 0.05013344809412956, + 0.024250328540802002, + 0.017378132790327072, + 0.5940629243850708, + 0.03788311034440994 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.002196044661104679 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stark, dark anime style, a low-angle tracking shot moves smoothly sideways, keeping pace with the ghostly Nekomata as it scales the towering structure. A creature of pure shadow and moonlight, its feline form a bold, clean silhouette against the night sky. Its body is a deep matte black, practically absorbing the light, while its piercing emerald eyes glow with an intense, otherworldly radiance. Its two iconic tails don't simply follow but flow like living calligraphy, trailing behind like a stream of liquid ink, dissipating into the cold air. The camera follows the civet cat as it effortlessly scales the massive, moss-covered stone walls of an ancient moonlit temple. Each paw placement is a silent, deliberate movement, its ethereal claws seeming to grasp the soul of the weathered gray stone rather than its surface. The ascent is a fluid, unbroken sequence of serpentine grace, utterly weightless and otherworldly. The cold, high-contrast moonlight from an unseen full moon carves sharp, glass-shadowed highlights on Nekomata's back, the damp, velvety texture of deep green moss, and the ancient, swirling stones of the temple walls, plunging everything else into a deep, inky black. The atmosphere is filled with silent mystery and a profound sense of the sacred, capturing a fleeting, ghostly pilgrimage in a world of sharp lines and deep shadows.", + "seed": 702, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_3/index_2223_seed_702_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.017646200209856033, + "vlm_logprob": -0.017646200209856033, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.017646200209856033, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04350382834672928 + ], + "opposite_logprob_tokens": [ + -3.168503761291504 + ], + "logprob_reward": -0.04350382834672928, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04350382834672928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34921637177467346, + 0.06246732920408249, + 0.05166708678007126, + 0.029898034408688545, + 0.053446415811777115, + 0.10380732268095016, + 0.05701068043708801, + 0.04731513932347298, + 0.09541105479001999, + 0.14976058900356293 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.04350382834672928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005268380511552095 + ], + "opposite_logprob_tokens": [ + -5.255268573760986 + ], + "logprob_reward": -0.005268380511552095, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005268380511552095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4193927049636841, + 0.0410970076918602, + 0.11362418532371521, + 0.033776383846998215, + 0.04441798850893974, + 0.025481922551989555, + 0.10494791716337204, + 0.06029295548796654, + 0.05137598514556885, + 0.10559293627738953 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.005268380511552095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576585084199905 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576585084199905, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576585084199905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22892066836357117, + 0.044146034866571426, + 0.12709930539131165, + 0.09736417233943939, + 0.022206466645002365, + 0.017443301156163216, + 0.17459529638290405, + 0.047884415835142136, + 0.16900146007537842, + 0.07133884727954865 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.020576585084199905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064496710896492 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064496710896492, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064496710896492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34207290410995483, + 0.09219365566968918, + 0.08152765035629272, + 0.05133337900042534, + 0.0413215197622776, + 0.013210163451731205, + 0.15583379566669464, + 0.11382279545068741, + 0.04577009007334709, + 0.06291410326957703 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.016064496710896492 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Nekomata (a two-tailed cat creature) with a deep matte black body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have two tails that flow like liquid ink and emerald eyes that glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the action a low-angle tracking shot moving sideways as the creature scales a moss-covered stone temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an ancient moonlit temple with weathered gray stone walls and deep green moss under high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style stark, dark, and anime-like with sharp lines and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028177103959023952 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028177103959023952, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028177103959023952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32912155985832214, + 0.05313192307949066, + 0.04693560674786568, + 0.04539406672120094, + 0.03036290593445301, + 0.025454776361584663, + 0.20780088007450104, + 0.1352921724319458, + 0.05331714451313019, + 0.07318898290395737 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0028177103959023952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_4/index_tensor([47, 47])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_4/index_tensor([47, 47])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5c05b341ef7d1ca7de01ce3acb560771cff47dc4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_4/index_tensor([47, 47])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, static shot, shot from a high angle, sweeps across a vast, murky lake at night. The reflection of a massive, luminous, silvery full moon, resting peacefully in the water's center, is instantly shattered and shattered by the turbulent waves whipped by an invisible, powerful wind. The unbroken moon's shadow shatters into countless shimmering, elongated, and twisted silver streaks and points of light, which tremble, chase, and collide frantically across the inky black water, like liquid mercury engaged in a chaotic and dazzling dance. Sharp highlights are captured on the crest of each wave, giving the water the appearance of a violently swaying sheet of black velvet studded with diamonds. The image, cast in a strikingly cold palette, presents a powerful, turbulent, yet captivating natural spectacle, creating a sense of vast, chaotic tranquility.", + "seed": 11293, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_4/index_47_seed_11293_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13301356132142245, + "vlm_logprob": -0.13301356132142245, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.13301356132142245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01326015405356884 + ], + "opposite_logprob_tokens": [ + -4.763260364532471 + ], + "logprob_reward": -0.01326015405356884, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01326015405356884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2177700698375702, + 0.11016158014535904, + 0.047053541988134384, + 0.07125735282897949, + 0.051915284246206284, + 0.05420461669564247, + 0.04089030250906944, + 0.06404925882816315, + 0.23582793772220612, + 0.10687009990215302 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.01326015405356884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036305959802120924 + ], + "opposite_logprob_tokens": [ + -5.628630638122559 + ], + "logprob_reward": -0.0036305959802120924, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036305959802120924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07173450291156769, + 0.48119714856147766, + 0.0692044049501419, + 0.060991398990154266, + 0.0862768217921257, + 0.03026059828698635, + 0.02147495746612549, + 0.02840198017656803, + 0.124613918364048, + 0.025844261050224304 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.0036305959802120924 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739741191267967 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739741191267967, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739741191267967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.083509661257267, + 0.3878210783004761, + 0.10253407061100006, + 0.035387687385082245, + 0.03815126419067383, + 0.032669927924871445, + 0.02669326774775982, + 0.03875463828444481, + 0.23310787975788116, + 0.021370550617575645 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.006739741191267967 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864406768232584 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.00864406768232584, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864406768232584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18641354143619537, + 0.25065410137176514, + 0.06318534910678864, + 0.0893361046910286, + 0.05632311850786209, + 0.04540214687585831, + 0.04969022423028946, + 0.03982517495751381, + 0.17291729152202606, + 0.04625295102596283 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.00864406768232584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327932476997375 + ], + "opposite_logprob_tokens": [ + -0.7577932476997375 + ], + "logprob_reward": -0.6327932476997375, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327932476997375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18816259503364563, + 0.37275201082229614, + 0.04819871485233307, + 0.08791238814592361, + 0.0655880868434906, + 0.028384143486618996, + 0.03202293813228607, + 0.05027620121836662, + 0.0541917085647583, + 0.07251112908124924 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.6327932476997375 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, shot from a high angle, sweeps across a vast, murky lake at night. The reflection of a massive, luminous, silvery full moon, resting peacefully in the water's center, is instantly shattered and shattered by the turbulent waves whipped by an invisible, powerful wind. The unbroken moon's shadow shatters into countless shimmering, elongated, and twisted silver streaks and points of light, which tremble, chase, and collide frantically across the inky black water, like liquid mercury engaged in a chaotic and dazzling dance. Sharp highlights are captured on the crest of each wave, giving the water the appearance of a violently swaying sheet of black velvet studded with diamonds. The image, cast in a strikingly cold palette, presents a powerful, turbulent, yet captivating natural spectacle, creating a sense of vast, chaotic tranquility.", + "seed": 11294, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_4/index_47_seed_11294_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21757143000140786, + "vlm_logprob": -0.21757143000140786, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.21757143000140786, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020111920312047005 + ], + "opposite_logprob_tokens": [ + -4.020112037658691 + ], + "logprob_reward": -0.020111920312047005, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020111920312047005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09160822629928589, + 0.033427197486162186, + 0.10394114255905151, + 0.026046305894851685, + 0.059337202459573746, + 0.41788724064826965, + 0.054863300174474716, + 0.07036831229925156, + 0.08197513967752457, + 0.060545939952135086 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.020111920312047005 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498839981853962 + ], + "opposite_logprob_tokens": [ + -6.002498626708984 + ], + "logprob_reward": -0.002498839981853962, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498839981853962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.160176083445549, + 0.07148009538650513, + 0.12546533346176147, + 0.057032737880945206, + 0.07040999084711075, + 0.09958574175834656, + 0.03637465089559555, + 0.0858720988035202, + 0.23901914060115814, + 0.05458415672183037 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.002498839981853962 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643846768885851 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.004643846768885851, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643846768885851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1151508018374443, + 0.03713269531726837, + 0.07082826644182205, + 0.0575096495449543, + 0.10405752807855606, + 0.4126383662223816, + 0.036082424223423004, + 0.05738320201635361, + 0.0669918954372406, + 0.042225033044815063 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.004643846768885851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741044111549854 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.006741044111549854, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741044111549854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054270848631858826, + 0.03203144297003746, + 0.19146709144115448, + 0.021057942882180214, + 0.19068266451358795, + 0.29786622524261475, + 0.015650516375899315, + 0.04543580859899521, + 0.10916951298713684, + 0.04236797243356705 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.006741044111549854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538614988327026 + ], + "opposite_logprob_tokens": [ + -0.428861528635025 + ], + "logprob_reward": -1.0538614988327026, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538614988327026, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10473423451185226, + 0.08603313565254211, + 0.1061965823173523, + 0.03201716020703316, + 0.05282984673976898, + 0.2425878942012787, + 0.06632860004901886, + 0.06054075062274933, + 0.19961786270141602, + 0.04911394417285919 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -1.0538614988327026 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "long, static shot, shot from a high angle, sweeps across a vast, murky lake at night. The reflection of a massive, luminous, silvery full moon, resting peacefully in the water's center, is instantly shattered and shattered by the turbulent waves whipped by an invisible, powerful wind. The unbroken moon's shadow shatters into countless shimmering, elongated, and twisted silver streaks and points of light, which tremble, chase, and collide frantically across the inky black water, like liquid mercury engaged in a chaotic and dazzling dance. Sharp highlights are captured on the crest of each wave, giving the water the appearance of a violently swaying sheet of black velvet studded with diamonds. The image, cast in a strikingly cold palette, presents a powerful, turbulent, yet captivating natural spectacle, creating a sense of vast, chaotic tranquility.", + "seed": 11295, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_4/index_47_seed_11295_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.24273478593677283, + "vlm_logprob": -0.24273478593677283, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.24273478593677283, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05805762857198715 + ], + "opposite_logprob_tokens": [ + -2.9330575466156006 + ], + "logprob_reward": -0.05805762857198715, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05805762857198715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29098236560821533, + 0.03665098920464516, + 0.05106281116604805, + 0.025375768542289734, + 0.03333982080221176, + 0.015898998826742172, + 0.07190999388694763, + 0.22334429621696472, + 0.14475120604038239, + 0.10668374598026276 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.05805762857198715 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005272056441754103 + ], + "opposite_logprob_tokens": [ + -5.255271911621094 + ], + "logprob_reward": -0.005272056441754103, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005272056441754103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14637167751789093, + 0.06032811850309372, + 0.060849372297525406, + 0.02595897950232029, + 0.07931593805551529, + 0.07379364222288132, + 0.11365435272455215, + 0.31032904982566833, + 0.060168247669935226, + 0.06923066824674606 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.005272056441754103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004645033273845911 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.004645033273845911, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004645033273845911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2414775937795639, + 0.08399338275194168, + 0.16202940046787262, + 0.036036569625139236, + 0.03220541402697563, + 0.05395988002419472, + 0.046238820999860764, + 0.17047223448753357, + 0.07636123150587082, + 0.09722540527582169 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.004645033273845911 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645840920507908 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645840920507908, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645840920507908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0941767767071724, + 0.07887626439332962, + 0.15986712276935577, + 0.0685395821928978, + 0.043333690613508224, + 0.07949689775705338, + 0.07892848551273346, + 0.16897203028202057, + 0.10238923132419586, + 0.12541992962360382 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.008645840920507908 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137053370475769 + ], + "opposite_logprob_tokens": [ + -0.38705334067344666 + ], + "logprob_reward": -1.137053370475769, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137053370475769, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13223958015441895, + 0.08276568353176117, + 0.10923200100660324, + 0.08998224884271622, + 0.061508987098932266, + 0.1121940165758133, + 0.057149697095155716, + 0.2006675750017166, + 0.07417472451925278, + 0.08008556813001633 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -1.137053370475769 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "long, static shot, shot from a high angle, sweeps across a vast, murky lake at night. The reflection of a massive, luminous, silvery full moon, resting peacefully in the water's center, is instantly shattered and shattered by the turbulent waves whipped by an invisible, powerful wind. The unbroken moon's shadow shatters into countless shimmering, elongated, and twisted silver streaks and points of light, which tremble, chase, and collide frantically across the inky black water, like liquid mercury engaged in a chaotic and dazzling dance. Sharp highlights are captured on the crest of each wave, giving the water the appearance of a violently swaying sheet of black velvet studded with diamonds. The image, cast in a strikingly cold palette, presents a powerful, turbulent, yet captivating natural spectacle, creating a sense of vast, chaotic tranquility.", + "seed": 11296, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_4/index_47_seed_11296_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20201269164681435, + "vlm_logprob": -0.20201269164681435, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.20201269164681435, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02804424799978733 + ], + "opposite_logprob_tokens": [ + -3.6530442237854004 + ], + "logprob_reward": -0.02804424799978733, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02804424799978733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17615365982055664, + 0.06050753593444824, + 0.1305219829082489, + 0.11738859117031097, + 0.07536360621452332, + 0.056133147329092026, + 0.065068319439888, + 0.09377633780241013, + 0.14260414242744446, + 0.08248271048069 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.02804424799978733 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019480077316984534 + ], + "opposite_logprob_tokens": [ + -6.25194787979126 + ], + "logprob_reward": -0.0019480077316984534, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019480077316984534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1570012867450714, + 0.10804321616888046, + 0.290706992149353, + 0.06987591087818146, + 0.03362852707505226, + 0.07770030200481415, + 0.09380528330802917, + 0.06643367558717728, + 0.04876241087913513, + 0.05404239520430565 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0019480077316984534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017176411347463727 + ], + "opposite_logprob_tokens": [ + -6.376717567443848 + ], + "logprob_reward": -0.0017176411347463727, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017176411347463727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2081463634967804, + 0.1760169118642807, + 0.1282915472984314, + 0.10720577836036682, + 0.06892143934965134, + 0.07857805490493774, + 0.0544799268245697, + 0.07702784985303879, + 0.0414523147046566, + 0.059879858046770096 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0017176411347463727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096688237041235 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.004096688237041235, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096688237041235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15507154166698456, + 0.07436086237430573, + 0.13173434138298035, + 0.08134903013706207, + 0.11196764558553696, + 0.08359529078006744, + 0.10647448152303696, + 0.04870157688856125, + 0.1401800662279129, + 0.06656515598297119 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.004096688237041235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night on a vast, murky lake?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive, luminous, silvery full moon visible in the center of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the moon's reflection shatter into countless shimmering, elongated, and twisted silver streaks due to turbulent waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water surface depicted as violently swaying with sharp highlights on the crests, resembling black velvet studded with diamonds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a high angle and is the camera movement static?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742568731307983 + ], + "opposite_logprob_tokens": [ + -0.47425684332847595 + ], + "logprob_reward": -0.9742568731307983, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742568731307983, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11023146659135818, + 0.07277926802635193, + 0.12026416510343552, + 0.2232571691274643, + 0.13336911797523499, + 0.12849007546901703, + 0.08013075590133667, + 0.045701924711465836, + 0.040135279297828674, + 0.04564085975289345 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.9742568731307983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_5/index_tensor([1554, 1554])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_5/index_tensor([1554, 1554])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..00a71bcb8812dc887c3665726155c411605951df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_5/index_tensor([1554, 1554])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins from a slightly upward angle, then slowly zooms out, revealing the scene. Atop a precipitous mountain, a Taoist priest with white hair and beard, a gaunt face, sits cross-legged on a massive, moss-covered rock. He wears a wide-sleeved, dark blue cotton and linen robe that flutters gently in the mountain breeze. His graying hair is pulled into a simple bun, secured with a wooden hairpin. His long, silvery-white beard cascades down to his chest. Across his lap lies a guqin, a deep-colored instrument, its patina gleaming with ageless care. His eyes are slightly closed, his expression serene and focused. His long, bony fingers gracefully move across the silken strings—his left hand gently pressing to change the pitch, his right hand leisurely plucking and sweeping. Each movement is imbued with a sense of ritual and immersion. He is immersed in a shifting sea of clouds, thick mist swirling and swirling around him. Soft, diffuse morning light penetrates the clouds, casting a gentle halo around his white beard and the edges of his robes. As the camera zooms out, an ancient, weathered pine tree emerges from the mist, its twisted branches seeming to protect the practitioner. In the distance, the dark green outlines of the mountains loom through the shifting mist. The entire scene, cast in cool tones, evokes a profound, otherworldly tranquility and otherworldly aura, like a flowing ink landscape painting, imbued with the Zen and poetic essence of Eastern philosophy.", + "seed": 26744, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_5/index_1554_seed_26744_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04707019249908626, + "vlm_logprob": -0.04707019249908626, + "vlm_yes_no_margin": 4.349999952316284, + "vlm_token_credit": -0.04707019249908626, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01834169588983059 + ], + "opposite_logprob_tokens": [ + -4.018341541290283 + ], + "logprob_reward": -0.01834169588983059, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01834169588983059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23803327977657318, + 0.12898100912570953, + 0.13972607254981995, + 0.03796416521072388, + 0.060305457562208176, + 0.09883777052164078, + 0.09749288111925125, + 0.03551427647471428, + 0.10072775185108185, + 0.062417417764663696 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01834169588983059 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21545471251010895, + 0.1205637976527214, + 0.10931938141584396, + 0.026233376935124397, + 0.032305389642715454, + 0.12089377641677856, + 0.06371742486953735, + 0.08264904469251633, + 0.06834365427494049, + 0.16051945090293884 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944430362433195 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944430362433195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944430362433195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13170050084590912, + 0.07432861626148224, + 0.0948239341378212, + 0.03718390315771103, + 0.01680733636021614, + 0.06221995875239372, + 0.03053981065750122, + 0.1633342057466507, + 0.15096963942050934, + 0.2380920946598053 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.005944430362433195 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019356340635567904 + ], + "opposite_logprob_tokens": [ + -6.2519354820251465 + ], + "logprob_reward": -0.0019356340635567904, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019356340635567904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26758283376693726, + 0.12243139743804932, + 0.08352716267108917, + 0.05527716502547264, + 0.02479277364909649, + 0.074332594871521, + 0.0558779314160347, + 0.04853473976254463, + 0.134374737739563, + 0.13326869904994965 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0019356340635567904 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20150037109851837 + ], + "opposite_logprob_tokens": [ + -1.701500415802002 + ], + "logprob_reward": -0.20150037109851837, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20150037109851837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3049905598163605, + 0.17098699510097504, + 0.07223018258810043, + 0.022537562996149063, + 0.02978901006281376, + 0.07027799636125565, + 0.0538543201982975, + 0.039446353912353516, + 0.15764406323432922, + 0.07824299484491348 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.20150037109851837 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a slightly upward angle, then slowly zooms out, revealing the scene. Atop a precipitous mountain, a Taoist priest with white hair and beard, a gaunt face, sits cross-legged on a massive, moss-covered rock. He wears a wide-sleeved, dark blue cotton and linen robe that flutters gently in the mountain breeze. His graying hair is pulled into a simple bun, secured with a wooden hairpin. His long, silvery-white beard cascades down to his chest. Across his lap lies a guqin, a deep-colored instrument, its patina gleaming with ageless care. His eyes are slightly closed, his expression serene and focused. His long, bony fingers gracefully move across the silken strings—his left hand gently pressing to change the pitch, his right hand leisurely plucking and sweeping. Each movement is imbued with a sense of ritual and immersion. He is immersed in a shifting sea of clouds, thick mist swirling and swirling around him. Soft, diffuse morning light penetrates the clouds, casting a gentle halo around his white beard and the edges of his robes. As the camera zooms out, an ancient, weathered pine tree emerges from the mist, its twisted branches seeming to protect the practitioner. In the distance, the dark green outlines of the mountains loom through the shifting mist. The entire scene, cast in cool tones, evokes a profound, otherworldly tranquility and otherworldly aura, like a flowing ink landscape painting, imbued with the Zen and poetic essence of Eastern philosophy.", + "seed": 26745, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_5/index_1554_seed_26745_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02843456119298935, + "vlm_logprob": -0.02843456119298935, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.02843456119298935, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0126622524112463 + ], + "opposite_logprob_tokens": [ + -4.387662410736084 + ], + "logprob_reward": -0.0126622524112463, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0126622524112463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16325902938842773, + 0.028685057535767555, + 0.08021938800811768, + 0.07894985377788544, + 0.043088581413030624, + 0.049211032688617706, + 0.3056710958480835, + 0.04181886836886406, + 0.0321904793381691, + 0.17690664529800415 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.0126622524112463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632025051862001 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632025051862001, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632025051862001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1312442272901535, + 0.03692485764622688, + 0.04559674486517906, + 0.046014297753572464, + 0.09403225779533386, + 0.06471091508865356, + 0.3858487606048584, + 0.04879048094153404, + 0.03751736134290695, + 0.10932008922100067 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.007632025051862001 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057226374745369 + ], + "opposite_logprob_tokens": [ + -3.8955721855163574 + ], + "logprob_reward": -0.02057226374745369, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057226374745369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11228706687688828, + 0.027846742421388626, + 0.10636556148529053, + 0.5047954320907593, + 0.04541010409593582, + 0.03586094453930855, + 0.0685291737318039, + 0.01868176832795143, + 0.029475122690200806, + 0.05074809864163399 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.02057226374745369 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010378933511674404 + ], + "opposite_logprob_tokens": [ + -6.876038074493408 + ], + "logprob_reward": -0.0010378933511674404, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010378933511674404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14677855372428894, + 0.0639268159866333, + 0.08830105513334274, + 0.09736655652523041, + 0.0628327876329422, + 0.08029913902282715, + 0.24534054100513458, + 0.03512438386678696, + 0.018695486709475517, + 0.16133472323417664 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.0010378933511674404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10026837140321732 + ], + "opposite_logprob_tokens": [ + -2.3502683639526367 + ], + "logprob_reward": -0.10026837140321732, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10026837140321732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09336259961128235, + 0.06062464043498039, + 0.049449555575847626, + 0.11793957650661469, + 0.06899198889732361, + 0.15653422474861145, + 0.07513870298862457, + 0.0900328978896141, + 0.030854003503918648, + 0.2570718228816986 + ], + "top_frames": [ + 9, + 5, + 3 + ], + "selected_reward": -0.10026837140321732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a slightly upward angle, then slowly zooms out, revealing the scene. Atop a precipitous mountain, a Taoist priest with white hair and beard, a gaunt face, sits cross-legged on a massive, moss-covered rock. He wears a wide-sleeved, dark blue cotton and linen robe that flutters gently in the mountain breeze. His graying hair is pulled into a simple bun, secured with a wooden hairpin. His long, silvery-white beard cascades down to his chest. Across his lap lies a guqin, a deep-colored instrument, its patina gleaming with ageless care. His eyes are slightly closed, his expression serene and focused. His long, bony fingers gracefully move across the silken strings—his left hand gently pressing to change the pitch, his right hand leisurely plucking and sweeping. Each movement is imbued with a sense of ritual and immersion. He is immersed in a shifting sea of clouds, thick mist swirling and swirling around him. Soft, diffuse morning light penetrates the clouds, casting a gentle halo around his white beard and the edges of his robes. As the camera zooms out, an ancient, weathered pine tree emerges from the mist, its twisted branches seeming to protect the practitioner. In the distance, the dark green outlines of the mountains loom through the shifting mist. The entire scene, cast in cool tones, evokes a profound, otherworldly tranquility and otherworldly aura, like a flowing ink landscape painting, imbued with the Zen and poetic essence of Eastern philosophy.", + "seed": 26746, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_5/index_1554_seed_26746_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020104459999129177, + "vlm_logprob": -0.020104459999129177, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.020104459999129177, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011188033036887646 + ], + "opposite_logprob_tokens": [ + -4.51118803024292 + ], + "logprob_reward": -0.011188033036887646, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011188033036887646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17293977737426758, + 0.1261783391237259, + 0.11338507384061813, + 0.057488348335027695, + 0.051842451095581055, + 0.062384605407714844, + 0.13695672154426575, + 0.09073842316865921, + 0.03470201417803764, + 0.1533842235803604 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.011188033036887646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631078828126192 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631078828126192, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631078828126192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.419519305229187, + 0.10980457812547684, + 0.08180048316717148, + 0.051397062838077545, + 0.026023976504802704, + 0.06992575526237488, + 0.0310029499232769, + 0.08854328095912933, + 0.05939580872654915, + 0.06258690357208252 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.007631078828126192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180163577198982 + ], + "opposite_logprob_tokens": [ + -4.0181803703308105 + ], + "logprob_reward": -0.018180163577198982, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018180163577198982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27588939666748047, + 0.11769308894872665, + 0.06187157705426216, + 0.04262949153780937, + 0.05750387907028198, + 0.06059711053967476, + 0.06847469508647919, + 0.09308259934186935, + 0.03437849506735802, + 0.18787971138954163 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.018180163577198982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015093612018972635 + ], + "opposite_logprob_tokens": [ + -6.501509189605713 + ], + "logprob_reward": -0.0015093612018972635, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015093612018972635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21974490582942963, + 0.053356509655714035, + 0.04012751579284668, + 0.033762138336896896, + 0.04912925884127617, + 0.17152728140354156, + 0.14129112660884857, + 0.166650652885437, + 0.04391033574938774, + 0.08050033450126648 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0015093612018972635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620136633515358 + ], + "opposite_logprob_tokens": [ + -2.812013626098633 + ], + "logprob_reward": -0.0620136633515358, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620136633515358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19665873050689697, + 0.061309222131967545, + 0.057561177760362625, + 0.05433269590139389, + 0.043631672859191895, + 0.06893523782491684, + 0.24595025181770325, + 0.09750556200742722, + 0.07085172086954117, + 0.10326379537582397 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.0620136633515358 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a slightly upward angle, then slowly zooms out, revealing the scene. Atop a precipitous mountain, a Taoist priest with white hair and beard, a gaunt face, sits cross-legged on a massive, moss-covered rock. He wears a wide-sleeved, dark blue cotton and linen robe that flutters gently in the mountain breeze. His graying hair is pulled into a simple bun, secured with a wooden hairpin. His long, silvery-white beard cascades down to his chest. Across his lap lies a guqin, a deep-colored instrument, its patina gleaming with ageless care. His eyes are slightly closed, his expression serene and focused. His long, bony fingers gracefully move across the silken strings—his left hand gently pressing to change the pitch, his right hand leisurely plucking and sweeping. Each movement is imbued with a sense of ritual and immersion. He is immersed in a shifting sea of clouds, thick mist swirling and swirling around him. Soft, diffuse morning light penetrates the clouds, casting a gentle halo around his white beard and the edges of his robes. As the camera zooms out, an ancient, weathered pine tree emerges from the mist, its twisted branches seeming to protect the practitioner. In the distance, the dark green outlines of the mountains loom through the shifting mist. The entire scene, cast in cool tones, evokes a profound, otherworldly tranquility and otherworldly aura, like a flowing ink landscape painting, imbued with the Zen and poetic essence of Eastern philosophy.", + "seed": 26747, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_5/index_1554_seed_26747_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04352956614457071, + "vlm_logprob": -0.04352956614457071, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.04352956614457071, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023491401225328445 + ], + "opposite_logprob_tokens": [ + -3.773491382598877 + ], + "logprob_reward": -0.023491401225328445, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023491401225328445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45675814151763916, + 0.08248477429151535, + 0.0550185926258564, + 0.1778552532196045, + 0.02823728695511818, + 0.04682624712586403, + 0.023899894207715988, + 0.06486712396144867, + 0.029752133414149284, + 0.03430056571960449 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.023491401225328445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640403859317303 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640403859317303, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640403859317303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2336532473564148, + 0.22498632967472076, + 0.07346826791763306, + 0.16716118156909943, + 0.03848722204566002, + 0.10293617844581604, + 0.02964416891336441, + 0.06983829289674759, + 0.02190477028489113, + 0.037920303642749786 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.008640403859317303 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023278290405869484 + ], + "opposite_logprob_tokens": [ + -3.77327823638916 + ], + "logprob_reward": -0.023278290405869484, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023278290405869484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19134339690208435, + 0.10676170885562897, + 0.06187824904918671, + 0.090074323117733, + 0.037818897515535355, + 0.27342721819877625, + 0.03645128756761551, + 0.03910452872514725, + 0.07122889906167984, + 0.0919114500284195 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.023278290405869484 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019363479223102331 + ], + "opposite_logprob_tokens": [ + -6.251936435699463 + ], + "logprob_reward": -0.0019363479223102331, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019363479223102331, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2093668133020401, + 0.08997049182653427, + 0.08442097157239914, + 0.1399529129266739, + 0.07243530452251434, + 0.24274122714996338, + 0.06291116029024124, + 0.04581586271524429, + 0.03148200735449791, + 0.020903274416923523 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0019363479223102331 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Taoist priest with white hair and beard sitting cross-legged on a moss-covered rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the priest wearing a wide-sleeved dark blue cotton and linen robe that is fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a guqin instrument visible across the priest's lap with his hands moving on the strings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set atop a precipitous mountain with a shifting sea of clouds and mist surrounding the priest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from a slightly upward angle and slowly zoom out to reveal an ancient pine tree and distant mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16030138731002808 + ], + "opposite_logprob_tokens": [ + -1.9103014469146729 + ], + "logprob_reward": -0.16030138731002808, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16030138731002808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09779322147369385, + 0.10962702333927155, + 0.04316626489162445, + 0.32692670822143555, + 0.1198638305068016, + 0.04704244062304497, + 0.0459049828350544, + 0.07668319344520569, + 0.02712615579366684, + 0.1058662161231041 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.16030138731002808 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_6/index_tensor([2979, 2979])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_6/index_tensor([2979, 2979])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b30570f318748ba65ceff0af99b207e8977d885b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_6/index_tensor([2979, 2979])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle close-up captures a pair of chef's hands as they perform a delicate task in the vast stainless steel kitchen of a modern mansion. The hands are clean, their nails neatly manicured, and their movements graceful; one hand steadily twirls a vibrant navel, its skin perfectly dimpled and saturated, while the other carefully wields a small, gleaming stainless steel paring knife with a black composite handle. The scene is set against a vast, polished stainless steel countertop, which reflects the bright, clean light from a recessed ceiling fixture. The blurred, minimalist lines of high-end cabinetry are visible in the background. The blade glides beneath the surface of the fruit peel, carving a complete, continuous spiral; beneath the peel lies a white core, gracefully unfurling and elongating, dangling in a perfect spiral beneath the fruit. The cool, metallic sheen of the kitchen provides a stark, professional backdrop for the warm, vivid orange fruit, creating a powerful color contrast and an atmosphere of tranquil concentration and culinary artistry.", + "seed": 17979, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_6/index_2979_seed_17979_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.058871700707823035, + "vlm_logprob": -0.058871700707823035, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.058871700707823035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1836986094713211 + ], + "opposite_logprob_tokens": [ + -1.8086986541748047 + ], + "logprob_reward": -0.1836986094713211, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1836986094713211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1989668905735016, + 0.32493314146995544, + 0.048057056963443756, + 0.018269263207912445, + 0.023314980790019035, + 0.020268656313419342, + 0.03237966075539589, + 0.1912308782339096, + 0.11946672946214676, + 0.023112867027521133 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.1836986094713211 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007681474555283785 + ], + "opposite_logprob_tokens": [ + -4.882681369781494 + ], + "logprob_reward": -0.007681474555283785, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007681474555283785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1680455505847931, + 0.13714809715747833, + 0.1905328780412674, + 0.10738005489110947, + 0.04422445595264435, + 0.04590427875518799, + 0.046791162341833115, + 0.080043725669384, + 0.08415713161230087, + 0.0957726538181305 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.007681474555283785 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868418723344803 + ], + "opposite_logprob_tokens": [ + -3.0486841201782227 + ], + "logprob_reward": -0.04868418723344803, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868418723344803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12571951746940613, + 0.10731584578752518, + 0.11415371298789978, + 0.0374988354742527, + 0.0875176265835762, + 0.02368805930018425, + 0.1150866150856018, + 0.09396322071552277, + 0.19740746915340424, + 0.09764914214611053 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.04868418723344803 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059071511030197 + ], + "opposite_logprob_tokens": [ + -3.8955907821655273 + ], + "logprob_reward": -0.02059071511030197, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059071511030197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08801789581775665, + 0.05466153845191002, + 0.04536060988903046, + 0.04140439257025719, + 0.10337194800376892, + 0.023429015651345253, + 0.06417909264564514, + 0.2220788151025772, + 0.3011961877346039, + 0.05630047619342804 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.02059071511030197 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337035171687603 + ], + "opposite_logprob_tokens": [ + -3.408703565597534 + ], + "logprob_reward": -0.0337035171687603, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337035171687603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11498148739337921, + 0.045492660254240036, + 0.08726844191551208, + 0.16662812232971191, + 0.3622153401374817, + 0.015005175955593586, + 0.019830362871289253, + 0.07039943337440491, + 0.06760739535093307, + 0.05057160183787346 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.0337035171687603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a pair of chef's hands as they perform a delicate task in the vast stainless steel kitchen of a modern mansion. The hands are clean, their nails neatly manicured, and their movements graceful; one hand steadily twirls a vibrant navel, its skin perfectly dimpled and saturated, while the other carefully wields a small, gleaming stainless steel paring knife with a black composite handle. The scene is set against a vast, polished stainless steel countertop, which reflects the bright, clean light from a recessed ceiling fixture. The blurred, minimalist lines of high-end cabinetry are visible in the background. The blade glides beneath the surface of the fruit peel, carving a complete, continuous spiral; beneath the peel lies a white core, gracefully unfurling and elongating, dangling in a perfect spiral beneath the fruit. The cool, metallic sheen of the kitchen provides a stark, professional backdrop for the warm, vivid orange fruit, creating a powerful color contrast and an atmosphere of tranquil concentration and culinary artistry.", + "seed": 17980, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_6/index_2979_seed_17980_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030326352920383215, + "vlm_logprob": -0.030326352920383215, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.030326352920383215, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09008114784955978 + ], + "opposite_logprob_tokens": [ + -2.465081214904785 + ], + "logprob_reward": -0.09008114784955978, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09008114784955978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17095381021499634, + 0.1766539216041565, + 0.03276960179209709, + 0.13631829619407654, + 0.15751737356185913, + 0.06882691383361816, + 0.01964174397289753, + 0.026513654738664627, + 0.08355119824409485, + 0.1272534281015396 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.09008114784955978 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005971566773951054 + ], + "opposite_logprob_tokens": [ + -5.130971431732178 + ], + "logprob_reward": -0.005971566773951054, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005971566773951054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14124330878257751, + 0.12215294688940048, + 0.04417067766189575, + 0.09267288446426392, + 0.10311856120824814, + 0.13763806223869324, + 0.055943891406059265, + 0.10543855279684067, + 0.08766819536685944, + 0.109952911734581 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.005971566773951054 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634863369166851 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.02634863369166851, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634863369166851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09754164516925812, + 0.21942037343978882, + 0.04681623354554176, + 0.1142595186829567, + 0.21635328233242035, + 0.08517934381961823, + 0.031737785786390305, + 0.0349050909280777, + 0.05527670308947563, + 0.09851003438234329 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.02634863369166851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285511881113052 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285511881113052, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285511881113052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10538659989833832, + 0.1671161949634552, + 0.03295968472957611, + 0.10394862294197083, + 0.05312616005539894, + 0.10460299998521805, + 0.09548772126436234, + 0.09921219944953918, + 0.08235132694244385, + 0.1558084487915039 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.023285511881113052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944904405623674 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944904405623674, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944904405623674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12328590452671051, + 0.11352935433387756, + 0.050126805901527405, + 0.05155671015381813, + 0.13699887692928314, + 0.07989483326673508, + 0.0577896423637867, + 0.08087438344955444, + 0.25404489040374756, + 0.051898613572120667 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.005944904405623674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a pair of chef's hands as they perform a delicate task in the vast stainless steel kitchen of a modern mansion. The hands are clean, their nails neatly manicured, and their movements graceful; one hand steadily twirls a vibrant navel, its skin perfectly dimpled and saturated, while the other carefully wields a small, gleaming stainless steel paring knife with a black composite handle. The scene is set against a vast, polished stainless steel countertop, which reflects the bright, clean light from a recessed ceiling fixture. The blurred, minimalist lines of high-end cabinetry are visible in the background. The blade glides beneath the surface of the fruit peel, carving a complete, continuous spiral; beneath the peel lies a white core, gracefully unfurling and elongating, dangling in a perfect spiral beneath the fruit. The cool, metallic sheen of the kitchen provides a stark, professional backdrop for the warm, vivid orange fruit, creating a powerful color contrast and an atmosphere of tranquil concentration and culinary artistry.", + "seed": 17981, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_6/index_2979_seed_17981_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.048468058556318284, + "vlm_logprob": -0.048468058556318284, + "vlm_yes_no_margin": 3.474999952316284, + "vlm_token_credit": -0.048468058556318284, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14467906951904297 + ], + "opposite_logprob_tokens": [ + -2.019679069519043 + ], + "logprob_reward": -0.14467906951904297, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14467906951904297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31654122471809387, + 0.1280500292778015, + 0.057854652404785156, + 0.03608950600028038, + 0.07156060636043549, + 0.16980719566345215, + 0.05921920761466026, + 0.037229958921670914, + 0.040890101343393326, + 0.0827576145529747 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.14467906951904297 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076665692031383514 + ], + "opposite_logprob_tokens": [ + -4.88266658782959 + ], + "logprob_reward": -0.0076665692031383514, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076665692031383514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2396731674671173, + 0.20343579351902008, + 0.08954450488090515, + 0.10012195259332657, + 0.04040411114692688, + 0.13172495365142822, + 0.08264666795730591, + 0.04543055221438408, + 0.04108303412795067, + 0.02593524008989334 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0076665692031383514 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371100872755051 + ], + "opposite_logprob_tokens": [ + -3.4087109565734863 + ], + "logprob_reward": -0.03371100872755051, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371100872755051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44723451137542725, + 0.1313672512769699, + 0.05939033627510071, + 0.06129741668701172, + 0.050514474511146545, + 0.08013615012168884, + 0.038351740688085556, + 0.034497443586587906, + 0.051260314881801605, + 0.045950308442115784 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.03371100872755051 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191050738096237 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018191050738096237, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018191050738096237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2338254302740097, + 0.1555744707584381, + 0.1412489414215088, + 0.03931108117103577, + 0.060208141803741455, + 0.10925860702991486, + 0.07271353900432587, + 0.0476718433201313, + 0.08879091590642929, + 0.051397018134593964 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.018191050738096237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809259459376335 + ], + "opposite_logprob_tokens": [ + -3.288092613220215 + ], + "logprob_reward": -0.03809259459376335, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809259459376335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20684631168842316, + 0.09699544310569763, + 0.19829314947128296, + 0.11680346727371216, + 0.03735346347093582, + 0.13364359736442566, + 0.042338766157627106, + 0.05045991763472557, + 0.06921440362930298, + 0.04805147275328636 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.03809259459376335 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a pair of chef's hands as they perform a delicate task in the vast stainless steel kitchen of a modern mansion. The hands are clean, their nails neatly manicured, and their movements graceful; one hand steadily twirls a vibrant navel, its skin perfectly dimpled and saturated, while the other carefully wields a small, gleaming stainless steel paring knife with a black composite handle. The scene is set against a vast, polished stainless steel countertop, which reflects the bright, clean light from a recessed ceiling fixture. The blurred, minimalist lines of high-end cabinetry are visible in the background. The blade glides beneath the surface of the fruit peel, carving a complete, continuous spiral; beneath the peel lies a white core, gracefully unfurling and elongating, dangling in a perfect spiral beneath the fruit. The cool, metallic sheen of the kitchen provides a stark, professional backdrop for the warm, vivid orange fruit, creating a powerful color contrast and an atmosphere of tranquil concentration and culinary artistry.", + "seed": 17982, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_6/index_2979_seed_17982_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08761456105858087, + "vlm_logprob": -0.08761456105858087, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.08761456105858087, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3503032624721527 + ], + "opposite_logprob_tokens": [ + -1.225303292274475 + ], + "logprob_reward": -0.3503032624721527, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3503032624721527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13836903870105743, + 0.040282461792230606, + 0.0410604402422905, + 0.10989108681678772, + 0.362139493227005, + 0.06805504858493805, + 0.014912737533450127, + 0.030944839119911194, + 0.1620832234621048, + 0.03226161003112793 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.3503032624721527 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059905266389250755 + ], + "opposite_logprob_tokens": [ + -5.130990505218506 + ], + "logprob_reward": -0.0059905266389250755, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059905266389250755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17807963490486145, + 0.17044498026371002, + 0.07536917924880981, + 0.05424356460571289, + 0.20581290125846863, + 0.07022707164287567, + 0.03541125729680061, + 0.03091343306005001, + 0.1258522868156433, + 0.053645696491003036 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0059905266389250755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059188298881054 + ], + "opposite_logprob_tokens": [ + -3.895591974258423 + ], + "logprob_reward": -0.02059188298881054, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059188298881054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21039874851703644, + 0.11304814368486404, + 0.09333138167858124, + 0.048386260867118835, + 0.12493015080690384, + 0.10202021896839142, + 0.05599914491176605, + 0.04353725537657738, + 0.13529634475708008, + 0.07305226475000381 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.02059188298881054 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537237256765366 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537237256765366, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537237256765366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10449093580245972, + 0.14178882539272308, + 0.026716366410255432, + 0.04373052343726158, + 0.06837885826826096, + 0.10577849298715591, + 0.045711155980825424, + 0.05256223306059837, + 0.23764429986476898, + 0.17319834232330322 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.012537237256765366 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are a pair of clean chef's hands with neatly manicured nails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one hand twirling a vibrant orange navel orange with visible dimples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the other hand wielding a small stainless steel paring knife with a black composite handle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the blade carving a continuous spiral peel that reveals a white core underneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a high-angle close-up of a stainless steel kitchen with blurred cabinetry in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864989593625069 + ], + "opposite_logprob_tokens": [ + -3.048649787902832 + ], + "logprob_reward": -0.04864989593625069, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864989593625069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10791061073541641, + 0.46252888441085815, + 0.03186797350645065, + 0.026194578036665916, + 0.29798516631126404, + 0.01506202481687069, + 0.01424984447658062, + 0.008810734376311302, + 0.01947096176445484, + 0.015919215977191925 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.04864989593625069 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_7/index_tensor([6745, 6745])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_7/index_tensor([6745, 6745])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7582b772a1417cdffc0fa9259ec455916bd23fe2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_7/index_tensor([6745, 6745])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, tight close-up captures a standard blue plastic ballpoint pen, perched precariously near the sharp edge of a light-colored wood laminate desk. The pen's hexagonal, transparent barrel reveals the black ink cartridge within, and its plastic surface shows faint wear, catching the flat, sterile light emitted by an overhead fluorescent panel. A barely perceptible surface vibration suddenly disrupts its stillness, causing it to lurch erratically before beginning to roll, slowly at first, then accelerating across the smooth surface. As the pen passes over the edge, the camera smoothly tilts downward, maintaining sharp focus as it tumbles chaotically through the air, spinning end over end. The descent ends with a sharp, audible thud as the pen strikes the hard, slightly reflective light gray linen floor, followed by an unsteady glide across the surface before finally sliding to a completely silent stop. The entire scene is bathed in the cool, even glow of office lighting, combined with the diffuse gray light from a large window revealing an overcast sky, creating a sterile, hushed atmosphere focused on a small, dramatic accident.", + "seed": 29225, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_7/index_6745_seed_29225_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05425427854061127, + "vlm_logprob": -0.05425427854061127, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.05425427854061127, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22729921340942383 + ], + "opposite_logprob_tokens": [ + -1.6022992134094238 + ], + "logprob_reward": -0.22729921340942383, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22729921340942383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1273878663778305, + 0.1594025194644928, + 0.06315741688013077, + 0.0832822173833847, + 0.07655184715986252, + 0.08203069120645523, + 0.11243711411952972, + 0.0588860809803009, + 0.11727842688560486, + 0.11958587169647217 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.22729921340942383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648322895169258 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648322895169258, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648322895169258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19068650901317596, + 0.0961591824889183, + 0.1307838410139084, + 0.08026628941297531, + 0.08627291768789291, + 0.12258373200893402, + 0.081553615629673, + 0.06795725226402283, + 0.0644565224647522, + 0.07928020507097244 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.008648322895169258 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536177411675453 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536177411675453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536177411675453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09010808169841766, + 0.0856282040476799, + 0.09536383301019669, + 0.05512251332402229, + 0.06098369136452675, + 0.23433905839920044, + 0.13980169594287872, + 0.0877612754702568, + 0.07641693949699402, + 0.07447469979524612 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.012536177411675453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062501817941666 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062501817941666, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062501817941666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13122189044952393, + 0.09524575620889664, + 0.09243407845497131, + 0.06633037328720093, + 0.1378631591796875, + 0.11180990189313889, + 0.14512190222740173, + 0.06026459485292435, + 0.06525706499814987, + 0.09445122629404068 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.016062501817941666 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00672517716884613 + ], + "opposite_logprob_tokens": [ + -5.006725311279297 + ], + "logprob_reward": -0.00672517716884613, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00672517716884613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07965173572301865, + 0.0657971054315567, + 0.08701826632022858, + 0.11451142281293869, + 0.06778446584939957, + 0.12994824349880219, + 0.10278863459825516, + 0.09931856393814087, + 0.17872796952724457, + 0.07445358484983444 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.00672517716884613 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up captures a standard blue plastic ballpoint pen, perched precariously near the sharp edge of a light-colored wood laminate desk. The pen's hexagonal, transparent barrel reveals the black ink cartridge within, and its plastic surface shows faint wear, catching the flat, sterile light emitted by an overhead fluorescent panel. A barely perceptible surface vibration suddenly disrupts its stillness, causing it to lurch erratically before beginning to roll, slowly at first, then accelerating across the smooth surface. As the pen passes over the edge, the camera smoothly tilts downward, maintaining sharp focus as it tumbles chaotically through the air, spinning end over end. The descent ends with a sharp, audible thud as the pen strikes the hard, slightly reflective light gray linen floor, followed by an unsteady glide across the surface before finally sliding to a completely silent stop. The entire scene is bathed in the cool, even glow of office lighting, combined with the diffuse gray light from a large window revealing an overcast sky, creating a sterile, hushed atmosphere focused on a small, dramatic accident.", + "seed": 29226, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_7/index_6745_seed_29226_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.049231637921184304, + "vlm_logprob": -0.049231637921184304, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.049231637921184304, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20291030406951904 + ], + "opposite_logprob_tokens": [ + -1.702910304069519 + ], + "logprob_reward": -0.20291030406951904, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20291030406951904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14447222650051117, + 0.038136303424835205, + 0.08867066353559494, + 0.03902449831366539, + 0.045990951359272, + 0.022792290896177292, + 0.052418239414691925, + 0.29359129071235657, + 0.19278059899806976, + 0.08212294429540634 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.20291030406951904 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978943519294262 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.00978943519294262, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978943519294262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12172995507717133, + 0.08964861184358597, + 0.08652558922767639, + 0.04695351421833038, + 0.027181318029761314, + 0.07119933515787125, + 0.21427606046199799, + 0.17883965373039246, + 0.08493635058403015, + 0.07870963960886002 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.00978943519294262 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627411279827356 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627411279827356, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627411279827356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08220158517360687, + 0.058278970420360565, + 0.14225372672080994, + 0.04356856644153595, + 0.04383658245205879, + 0.045838288962841034, + 0.24143822491168976, + 0.1952637881040573, + 0.06287528574466705, + 0.0844450294971466 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.007627411279827356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062971204519272 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062971204519272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062971204519272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06727658212184906, + 0.030793698504567146, + 0.08142315596342087, + 0.03428730368614197, + 0.028306011110544205, + 0.051468126475811005, + 0.09548953175544739, + 0.4387543499469757, + 0.029532408341765404, + 0.14266885817050934 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.016062971204519272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009768067859113216 + ], + "opposite_logprob_tokens": [ + -4.634768009185791 + ], + "logprob_reward": -0.009768067859113216, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009768067859113216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12329615652561188, + 0.02076234482228756, + 0.0501677505671978, + 0.03440627083182335, + 0.0659543126821518, + 0.04052076116204262, + 0.17258505523204803, + 0.12016845494508743, + 0.1239357441663742, + 0.24820317327976227 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.009768067859113216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up captures a standard blue plastic ballpoint pen, perched precariously near the sharp edge of a light-colored wood laminate desk. The pen's hexagonal, transparent barrel reveals the black ink cartridge within, and its plastic surface shows faint wear, catching the flat, sterile light emitted by an overhead fluorescent panel. A barely perceptible surface vibration suddenly disrupts its stillness, causing it to lurch erratically before beginning to roll, slowly at first, then accelerating across the smooth surface. As the pen passes over the edge, the camera smoothly tilts downward, maintaining sharp focus as it tumbles chaotically through the air, spinning end over end. The descent ends with a sharp, audible thud as the pen strikes the hard, slightly reflective light gray linen floor, followed by an unsteady glide across the surface before finally sliding to a completely silent stop. The entire scene is bathed in the cool, even glow of office lighting, combined with the diffuse gray light from a large window revealing an overcast sky, creating a sterile, hushed atmosphere focused on a small, dramatic accident.", + "seed": 29227, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_7/index_6745_seed_29227_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06805270947515965, + "vlm_logprob": -0.06805270947515965, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.06805270947515965, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25377175211906433 + ], + "opposite_logprob_tokens": [ + -1.5037717819213867 + ], + "logprob_reward": -0.25377175211906433, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25377175211906433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0900922417640686, + 0.11746376752853394, + 0.33957013487815857, + 0.012605615891516209, + 0.015949079766869545, + 0.03682348504662514, + 0.17160086333751678, + 0.10374516248703003, + 0.04628969728946686, + 0.06585996598005295 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.25377175211906433 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649740368127823 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649740368127823, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649740368127823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06592259556055069, + 0.08744978159666061, + 0.14627328515052795, + 0.07720312476158142, + 0.08248183876276016, + 0.09197603911161423, + 0.12933465838432312, + 0.11559011787176132, + 0.17432574927806854, + 0.029442744329571724 + ], + "top_frames": [ + 8, + 2, + 6 + ], + "selected_reward": -0.008649740368127823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864228889346123 + ], + "opposite_logprob_tokens": [ + -3.04864239692688 + ], + "logprob_reward": -0.04864228889346123, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864228889346123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1769701987504959, + 0.06803935766220093, + 0.08536302298307419, + 0.08294343203306198, + 0.07094120979309082, + 0.096955806016922, + 0.16845187544822693, + 0.06708064675331116, + 0.055105891078710556, + 0.12814861536026 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.04864228889346123 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574016496539116 + ], + "opposite_logprob_tokens": [ + -3.8955740928649902 + ], + "logprob_reward": -0.020574016496539116, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574016496539116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050551969558000565, + 0.34184733033180237, + 0.07976598292589188, + 0.03602093085646629, + 0.06930231302976608, + 0.050280921161174774, + 0.14537183940410614, + 0.1238606795668602, + 0.08442004024982452, + 0.018578002229332924 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.020574016496539116 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008625749498605728 + ], + "opposite_logprob_tokens": [ + -4.7586259841918945 + ], + "logprob_reward": -0.008625749498605728, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008625749498605728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07604231685400009, + 0.3111514747142792, + 0.12700700759887695, + 0.031175896525382996, + 0.04521716386079788, + 0.046590596437454224, + 0.11852869391441345, + 0.1388397514820099, + 0.0647013857960701, + 0.040745727717876434 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.008625749498605728 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up captures a standard blue plastic ballpoint pen, perched precariously near the sharp edge of a light-colored wood laminate desk. The pen's hexagonal, transparent barrel reveals the black ink cartridge within, and its plastic surface shows faint wear, catching the flat, sterile light emitted by an overhead fluorescent panel. A barely perceptible surface vibration suddenly disrupts its stillness, causing it to lurch erratically before beginning to roll, slowly at first, then accelerating across the smooth surface. As the pen passes over the edge, the camera smoothly tilts downward, maintaining sharp focus as it tumbles chaotically through the air, spinning end over end. The descent ends with a sharp, audible thud as the pen strikes the hard, slightly reflective light gray linen floor, followed by an unsteady glide across the surface before finally sliding to a completely silent stop. The entire scene is bathed in the cool, even glow of office lighting, combined with the diffuse gray light from a large window revealing an overcast sky, creating a sterile, hushed atmosphere focused on a small, dramatic accident.", + "seed": 29228, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_7/index_6745_seed_29228_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08048284407705068, + "vlm_logprob": -0.08048284407705068, + "vlm_yes_no_margin": 3.674999988079071, + "vlm_token_credit": -0.08048284407705068, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35119348764419556 + ], + "opposite_logprob_tokens": [ + -1.2261934280395508 + ], + "logprob_reward": -0.35119348764419556, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.35119348764419556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18017157912254333, + 0.0629490539431572, + 0.04244215786457062, + 0.020506106317043304, + 0.04333829507231712, + 0.028551945462822914, + 0.09979301691055298, + 0.36360326409339905, + 0.08238675445318222, + 0.07625783234834671 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.35119348764419556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653049357235432 + ], + "opposite_logprob_tokens": [ + -4.758653163909912 + ], + "logprob_reward": -0.008653049357235432, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653049357235432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10858283191919327, + 0.10213029384613037, + 0.05039481818675995, + 0.07167923450469971, + 0.14827992022037506, + 0.07846420258283615, + 0.03383752331137657, + 0.3146015703678131, + 0.06802674382925034, + 0.02400282956659794 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.008653049357235432 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419494766741991 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.01419494766741991, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419494766741991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13687387108802795, + 0.13108304142951965, + 0.07885868847370148, + 0.0660911276936531, + 0.07109081000089645, + 0.13096463680267334, + 0.053101420402526855, + 0.11623963713645935, + 0.10205606371164322, + 0.11364065855741501 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01419494766741991 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190951362252235 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014190951362252235, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190951362252235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13488081097602844, + 0.08088772743940353, + 0.0744253620505333, + 0.18518096208572388, + 0.11659958958625793, + 0.14435265958309174, + 0.04721358045935631, + 0.1448090523481369, + 0.030680373311042786, + 0.04096987843513489 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.014190951362252235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a standard blue plastic ballpoint pen with a hexagonal transparent barrel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pen start perched precariously near the sharp edge of a light-colored wood laminate desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pen lurch erratically and then roll across the desk surface before falling off the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera smoothly tilt downward to follow the pen as it tumbles through the air and strikes the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene end with the pen sliding to a silent stop on a hard, slightly reflective light gray linen floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014181784354150295 + ], + "opposite_logprob_tokens": [ + -4.264181613922119 + ], + "logprob_reward": -0.014181784354150295, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014181784354150295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0568489246070385, + 0.06384479254484177, + 0.04502475634217262, + 0.057319771498441696, + 0.10046174377202988, + 0.23332834243774414, + 0.04710613563656807, + 0.22601190209388733, + 0.07935205847024918, + 0.09070155769586563 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.014181784354150295 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_8/index_tensor([4880, 4880])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_8/index_tensor([4880, 4880])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c95627c19d03ca7c16e5324e8c4da3cc0837e3b6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_8/index_tensor([4880, 4880])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, pans steadily and slowly to the left. The entire scene is rendered in a beautiful pixel art style, with every detail constructed from meticulously designed blocks, creating a retro yet artistic visual effect. At the center of the frame, a lone warrior stands firmly on the charred earth, his legs slightly bent. He wears a battle-worn suit of dark metal armor, scarred and dented by swords. The armor on his left shoulder has shattered, revealing the frayed crimson cloth beneath. His long black hair, matted by smoke and dust, flutters in the scorching wind. His face is stained with blood and dirt, but his pixelated eyes are remarkably resolute and bright. He clutches a longsword, gleaming with a cold, pixelated light, the tip pointed at the ground, as he stands determined to meet his enemy. As the camera slowly pans left, the vast expanse of battlefield ruins behind him gradually reveals itself: broken, pixelated flags flutter feebly in the wind, scattered with shattered weapons and overturned chariots, and the distant sky, stained an ominous dark red by thick smoke. Leaping flames and embers on the distant horizon serve as the primary light sources, casting flickering orange-red highlights on the samurai's tattered armor, contrasting sharply with the cool tones of the metal. The entire image, shrouded in pixelated grain, is imbued with an atmosphere of epic tragedy and indomitable heroism.", + "seed": 13269, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_8/index_4880_seed_13269_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2769491788931191, + "vlm_logprob": -0.2769491788931191, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.2769491788931191, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5786356925964355 + ], + "opposite_logprob_tokens": [ + -0.8286356925964355 + ], + "logprob_reward": -0.5786356925964355, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5786356925964355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5762979388237, + 0.05795103311538696, + 0.05665292590856552, + 0.035117439925670624, + 0.09369029104709625, + 0.01774522475898266, + 0.07302272319793701, + 0.0377299040555954, + 0.028575429692864418, + 0.023217128589749336 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.5786356925964355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595983536913991 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.00595983536913991, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595983536913991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40854036808013916, + 0.050205085426568985, + 0.03356972709298134, + 0.04260591045022011, + 0.023654328659176826, + 0.03529434651136398, + 0.32736074924468994, + 0.020577119663357735, + 0.017192892730236053, + 0.04099951311945915 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.00595983536913991 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808156192302704 + ], + "opposite_logprob_tokens": [ + -3.5298080444335938 + ], + "logprob_reward": -0.029808156192302704, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808156192302704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3818727731704712, + 0.08159035444259644, + 0.04569128155708313, + 0.07054673135280609, + 0.057383302599191666, + 0.09350629150867462, + 0.09568018466234207, + 0.07931172847747803, + 0.046267129480838776, + 0.04815026745200157 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.029808156192302704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578083872795105 + ], + "opposite_logprob_tokens": [ + -0.6328083872795105 + ], + "logprob_reward": -0.7578083872795105, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578083872795105, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17810358107089996, + 0.08194135129451752, + 0.0963551476597786, + 0.11846473067998886, + 0.09204359352588654, + 0.05177010968327522, + 0.20403167605400085, + 0.037533219903707504, + 0.05588456988334656, + 0.083871990442276 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.7578083872795105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533823028206825 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533823028206825, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533823028206825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24401235580444336, + 0.03078923188149929, + 0.028196046128869057, + 0.016248494386672974, + 0.03949721157550812, + 0.07222110033035278, + 0.421030193567276, + 0.07464869320392609, + 0.041659191250801086, + 0.03169746696949005 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.012533823028206825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, pans steadily and slowly to the left. The entire scene is rendered in a beautiful pixel art style, with every detail constructed from meticulously designed blocks, creating a retro yet artistic visual effect. At the center of the frame, a lone warrior stands firmly on the charred earth, his legs slightly bent. He wears a battle-worn suit of dark metal armor, scarred and dented by swords. The armor on his left shoulder has shattered, revealing the frayed crimson cloth beneath. His long black hair, matted by smoke and dust, flutters in the scorching wind. His face is stained with blood and dirt, but his pixelated eyes are remarkably resolute and bright. He clutches a longsword, gleaming with a cold, pixelated light, the tip pointed at the ground, as he stands determined to meet his enemy. As the camera slowly pans left, the vast expanse of battlefield ruins behind him gradually reveals itself: broken, pixelated flags flutter feebly in the wind, scattered with shattered weapons and overturned chariots, and the distant sky, stained an ominous dark red by thick smoke. Leaping flames and embers on the distant horizon serve as the primary light sources, casting flickering orange-red highlights on the samurai's tattered armor, contrasting sharply with the cool tones of the metal. The entire image, shrouded in pixelated grain, is imbued with an atmosphere of epic tragedy and indomitable heroism.", + "seed": 13270, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_8/index_4880_seed_13270_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2638696011155844, + "vlm_logprob": -0.2638696011155844, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.2638696011155844, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.69600909948349 + ], + "opposite_logprob_tokens": [ + -0.69600909948349 + ], + "logprob_reward": -0.69600909948349, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.69600909948349, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19190914928913116, + 0.06949880719184875, + 0.15299297869205475, + 0.1309720128774643, + 0.04644475504755974, + 0.03481229022145271, + 0.117705799639225, + 0.033726491034030914, + 0.11894427984952927, + 0.10299336910247803 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.69600909948349 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790733456611633 + ], + "opposite_logprob_tokens": [ + -4.634790897369385 + ], + "logprob_reward": -0.009790733456611633, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790733456611633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1747569888830185, + 0.17332012951374054, + 0.02088000997900963, + 0.020557951182127, + 0.04271745681762695, + 0.01945662684738636, + 0.1833314299583435, + 0.1322353631258011, + 0.054207008332014084, + 0.17853711545467377 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.009790733456611633 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298027191311121 + ], + "opposite_logprob_tokens": [ + -3.5298027992248535 + ], + "logprob_reward": -0.0298027191311121, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298027191311121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07239256054162979, + 0.04592210054397583, + 0.11144430190324783, + 0.022453084588050842, + 0.021442711353302002, + 0.031847033649683, + 0.13280704617500305, + 0.0624377615749836, + 0.015664633363485336, + 0.4835887551307678 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.0298027191311121 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761245489120483 + ], + "opposite_logprob_tokens": [ + -0.8261245489120483 + ], + "logprob_reward": -0.5761245489120483, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761245489120483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1390441656112671, + 0.09686054289340973, + 0.05701472610235214, + 0.046439941972494125, + 0.07145386189222336, + 0.02704581432044506, + 0.23591209948062897, + 0.06772641092538834, + 0.13581669330596924, + 0.1226857602596283 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.5761245489120483 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007620904594659805 + ], + "opposite_logprob_tokens": [ + -4.882620811462402 + ], + "logprob_reward": -0.007620904594659805, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007620904594659805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.158999502658844, + 0.181443989276886, + 0.06939932703971863, + 0.05433889850974083, + 0.09755218029022217, + 0.08270102739334106, + 0.03128654509782791, + 0.09082154184579849, + 0.09988521784543991, + 0.13357175886631012 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.007620904594659805 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, pans steadily and slowly to the left. The entire scene is rendered in a beautiful pixel art style, with every detail constructed from meticulously designed blocks, creating a retro yet artistic visual effect. At the center of the frame, a lone warrior stands firmly on the charred earth, his legs slightly bent. He wears a battle-worn suit of dark metal armor, scarred and dented by swords. The armor on his left shoulder has shattered, revealing the frayed crimson cloth beneath. His long black hair, matted by smoke and dust, flutters in the scorching wind. His face is stained with blood and dirt, but his pixelated eyes are remarkably resolute and bright. He clutches a longsword, gleaming with a cold, pixelated light, the tip pointed at the ground, as he stands determined to meet his enemy. As the camera slowly pans left, the vast expanse of battlefield ruins behind him gradually reveals itself: broken, pixelated flags flutter feebly in the wind, scattered with shattered weapons and overturned chariots, and the distant sky, stained an ominous dark red by thick smoke. Leaping flames and embers on the distant horizon serve as the primary light sources, casting flickering orange-red highlights on the samurai's tattered armor, contrasting sharply with the cool tones of the metal. The entire image, shrouded in pixelated grain, is imbued with an atmosphere of epic tragedy and indomitable heroism.", + "seed": 13271, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_8/index_4880_seed_13271_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11832783538848161, + "vlm_logprob": -0.11832783538848161, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.11832783538848161, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35419586300849915 + ], + "opposite_logprob_tokens": [ + -1.2291958332061768 + ], + "logprob_reward": -0.35419586300849915, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35419586300849915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17941145598888397, + 0.10236040502786636, + 0.08506368100643158, + 0.054286889731884, + 0.2348342090845108, + 0.04636714980006218, + 0.03571474924683571, + 0.09342682361602783, + 0.0696294829249382, + 0.09890509396791458 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.35419586300849915 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005267906002700329 + ], + "opposite_logprob_tokens": [ + -5.255268096923828 + ], + "logprob_reward": -0.005267906002700329, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005267906002700329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1310928463935852, + 0.12968607246875763, + 0.07473006099462509, + 0.039573438465595245, + 0.22399497032165527, + 0.05604562908411026, + 0.06650643050670624, + 0.11638538539409637, + 0.03569676727056503, + 0.12628835439682007 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.005267906002700329 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811394050717354 + ], + "opposite_logprob_tokens": [ + -3.288113832473755 + ], + "logprob_reward": -0.03811394050717354, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811394050717354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12636204063892365, + 0.07781480252742767, + 0.10407260805368423, + 0.07753549516201019, + 0.168617382645607, + 0.08925865590572357, + 0.03680690377950668, + 0.13938534259796143, + 0.09835012257099152, + 0.08179661631584167 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.03811394050717354 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987263202667236 + ], + "opposite_logprob_tokens": [ + -1.8048726320266724 + ], + "logprob_reward": -0.17987263202667236, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987263202667236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04655188322067261, + 0.0963100790977478, + 0.056622616946697235, + 0.0609733909368515, + 0.2958008944988251, + 0.20407429337501526, + 0.03974757343530655, + 0.0689438059926033, + 0.052474524825811386, + 0.07850097119808197 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.17987263202667236 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188835397362709 + ], + "opposite_logprob_tokens": [ + -4.264188766479492 + ], + "logprob_reward": -0.014188835397362709, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188835397362709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12795184552669525, + 0.10657034814357758, + 0.07490812242031097, + 0.09702108055353165, + 0.05765353515744209, + 0.09483455866575241, + 0.05244673043489456, + 0.12524358928203583, + 0.049822431057691574, + 0.2135477364063263 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.014188835397362709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, pans steadily and slowly to the left. The entire scene is rendered in a beautiful pixel art style, with every detail constructed from meticulously designed blocks, creating a retro yet artistic visual effect. At the center of the frame, a lone warrior stands firmly on the charred earth, his legs slightly bent. He wears a battle-worn suit of dark metal armor, scarred and dented by swords. The armor on his left shoulder has shattered, revealing the frayed crimson cloth beneath. His long black hair, matted by smoke and dust, flutters in the scorching wind. His face is stained with blood and dirt, but his pixelated eyes are remarkably resolute and bright. He clutches a longsword, gleaming with a cold, pixelated light, the tip pointed at the ground, as he stands determined to meet his enemy. As the camera slowly pans left, the vast expanse of battlefield ruins behind him gradually reveals itself: broken, pixelated flags flutter feebly in the wind, scattered with shattered weapons and overturned chariots, and the distant sky, stained an ominous dark red by thick smoke. Leaping flames and embers on the distant horizon serve as the primary light sources, casting flickering orange-red highlights on the samurai's tattered armor, contrasting sharply with the cool tones of the metal. The entire image, shrouded in pixelated grain, is imbued with an atmosphere of epic tragedy and indomitable heroism.", + "seed": 13272, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_8/index_4880_seed_13272_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.36457204185426234, + "vlm_logprob": -0.36457204185426234, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.36457204185426234, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6358223557472229 + ], + "opposite_logprob_tokens": [ + -0.7608223557472229 + ], + "logprob_reward": -0.6358223557472229, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6358223557472229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.372376024723053, + 0.12431731075048447, + 0.04914530739188194, + 0.07678185403347015, + 0.06957196444272995, + 0.04464789479970932, + 0.09892047941684723, + 0.04157609865069389, + 0.08341798186302185, + 0.039245083928108215 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.6358223557472229 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076424358412623405 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.0076424358412623405, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076424358412623405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5260545015335083, + 0.10299637168645859, + 0.03686586022377014, + 0.0722394809126854, + 0.035930123180150986, + 0.02530115284025669, + 0.04677868261933327, + 0.02962147258222103, + 0.07184671610593796, + 0.05236561968922615 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0076424358412623405 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370743617415428 + ], + "opposite_logprob_tokens": [ + -3.4087073802948 + ], + "logprob_reward": -0.03370743617415428, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370743617415428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21828830242156982, + 0.11570823192596436, + 0.04964106157422066, + 0.06913001835346222, + 0.0800972655415535, + 0.02717289887368679, + 0.10887344181537628, + 0.0960659608244896, + 0.14677907526493073, + 0.088243767619133 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.03370743617415428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.13705313205719 + ], + "opposite_logprob_tokens": [ + -0.38705310225486755 + ], + "logprob_reward": -1.13705313205719, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.13705313205719, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.7457860112190247, + 0.044719453901052475, + 0.01385258138179779, + 0.026881389319896698, + 0.030840443447232246, + 0.020131325349211693, + 0.009654560126364231, + 0.01484362781047821, + 0.03544073924422264, + 0.05784983187913895 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -1.13705313205719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a pixel art style constructed from blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone warrior wearing dark metal armor standing at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the warrior's left shoulder armor shattered, revealing crimson cloth beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera pan steadily and slowly to the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a battlefield with broken flags, shattered weapons, and overturned chariots?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634849451482296 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008634849451482296, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634849451482296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48587656021118164, + 0.05927734449505806, + 0.03942329064011574, + 0.03457874804735184, + 0.09203144162893295, + 0.05508796498179436, + 0.04566852003335953, + 0.0451277531683445, + 0.1167295053601265, + 0.026198821142315865 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.008634849451482296 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_9/index_tensor([9024, 9024])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_9/index_tensor([9024, 9024])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..113d8ac6475af8dda34437b3df77ac252cd003c4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_9/index_tensor([9024, 9024])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot follows the shimmering surface of the river alongside an exquisitely carved dragon boat. In the bright midday sun, the boat's dark, polished mahogany hull gleams with a wet sheen. Its carved dragon scales, painted vibrant red and gold, shimmer with the splashing water. The camera then zooms in for a close-up, focusing on a row of muscular men moving in unison. Clad in matching bright yellow tank tops, their tanned skin beaded with sweat, their arms and back muscles tensing with every stroke. Their jaws clenched, their brows furrowed, their eyes fixed forward, a look of intense focus and determination. With explosive force and impeccable synchronization, their oars slice through the emerald green water, instantly stirring up white foam. Each powerful pull sends the boat hurtling forward. The color saturation of the entire picture is adjusted to an extremely high level, making the team members' bright costumes, the gorgeous paintings on the hull, and the blue sky reflected on the water appear almost unreal and vivid, creating a tense, intense, powerful and collaborative competitive atmosphere.", + "seed": 12748, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_9/index_9024_seed_12748_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025748570449650288, + "vlm_logprob": -0.025748570449650288, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.025748570449650288, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.050127092748880386 + ], + "opposite_logprob_tokens": [ + -3.0501270294189453 + ], + "logprob_reward": -0.050127092748880386, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.050127092748880386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14490731060504913, + 0.07400847971439362, + 0.05466822162270546, + 0.14305242896080017, + 0.03435201942920685, + 0.18725045025348663, + 0.22444704174995422, + 0.07012918591499329, + 0.03281492367386818, + 0.03436999022960663 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.050127092748880386 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788726456463337 + ], + "opposite_logprob_tokens": [ + -4.634788513183594 + ], + "logprob_reward": -0.009788726456463337, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788726456463337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14240235090255737, + 0.14824984967708588, + 0.05647480860352516, + 0.12936557829380035, + 0.14921073615550995, + 0.03907297924160957, + 0.14872048795223236, + 0.050950467586517334, + 0.08043525367975235, + 0.05511743947863579 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.009788726456463337 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785421192646027 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785421192646027, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785421192646027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12934191524982452, + 0.09897186607122421, + 0.09392349421977997, + 0.13289737701416016, + 0.042738135904073715, + 0.06693989038467407, + 0.041119322180747986, + 0.309190034866333, + 0.06057525426149368, + 0.024302728474140167 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.009785421192646027 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054942786693573 + ], + "opposite_logprob_tokens": [ + -2.9299428462982178 + ], + "logprob_reward": -0.054942786693573, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054942786693573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05746268481016159, + 0.07169816642999649, + 0.04874766618013382, + 0.08929421752691269, + 0.16487149894237518, + 0.09830435365438461, + 0.26068395376205444, + 0.14345531165599823, + 0.040257398039102554, + 0.02522468753159046 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.054942786693573 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409882515668869 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.00409882515668869, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409882515668869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15553651750087738, + 0.055239927023649216, + 0.03788438066840172, + 0.031841859221458435, + 0.1298963576555252, + 0.07342446595430374, + 0.05466138944029808, + 0.2395673543214798, + 0.11959757655858994, + 0.10235012322664261 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.00409882515668869 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows the shimmering surface of the river alongside an exquisitely carved dragon boat. In the bright midday sun, the boat's dark, polished mahogany hull gleams with a wet sheen. Its carved dragon scales, painted vibrant red and gold, shimmer with the splashing water. The camera then zooms in for a close-up, focusing on a row of muscular men moving in unison. Clad in matching bright yellow tank tops, their tanned skin beaded with sweat, their arms and back muscles tensing with every stroke. Their jaws clenched, their brows furrowed, their eyes fixed forward, a look of intense focus and determination. With explosive force and impeccable synchronization, their oars slice through the emerald green water, instantly stirring up white foam. Each powerful pull sends the boat hurtling forward. The color saturation of the entire picture is adjusted to an extremely high level, making the team members' bright costumes, the gorgeous paintings on the hull, and the blue sky reflected on the water appear almost unreal and vivid, creating a tense, intense, powerful and collaborative competitive atmosphere.", + "seed": 12749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_9/index_9024_seed_12749_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08614423330873251, + "vlm_logprob": -0.08614423330873251, + "vlm_yes_no_margin": 3.574999988079071, + "vlm_token_credit": -0.08614423330873251, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3572104573249817 + ], + "opposite_logprob_tokens": [ + -1.232210397720337 + ], + "logprob_reward": -0.3572104573249817, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3572104573249817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12412972003221512, + 0.08777464926242828, + 0.05489068478345871, + 0.03414880484342575, + 0.07517161220312119, + 0.38322412967681885, + 0.06057025119662285, + 0.1096993237733841, + 0.03317001089453697, + 0.03722090274095535 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.3572104573249817 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819265007972717 + ], + "opposite_logprob_tokens": [ + -3.5298192501068115 + ], + "logprob_reward": -0.029819265007972717, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819265007972717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10016556829214096, + 0.08417888730764389, + 0.057446859776973724, + 0.06404353678226471, + 0.12923868000507355, + 0.08287159353494644, + 0.04481405392289162, + 0.18525907397270203, + 0.2076338529586792, + 0.044347889721393585 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.029819265007972717 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255929194390774 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255929194390774, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255929194390774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13768313825130463, + 0.1033448874950409, + 0.15695467591285706, + 0.13114772737026215, + 0.07743298262357712, + 0.0966079831123352, + 0.12275820225477219, + 0.05308837443590164, + 0.08563696593046188, + 0.03534502908587456 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.005255929194390774 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029793692752718925 + ], + "opposite_logprob_tokens": [ + -3.5297937393188477 + ], + "logprob_reward": -0.029793692752718925, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029793692752718925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07609507441520691, + 0.06789003312587738, + 0.06589316576719284, + 0.07574639469385147, + 0.05758433789014816, + 0.07178656756877899, + 0.06769166886806488, + 0.3205394148826599, + 0.11804784089326859, + 0.07872550189495087 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.029793692752718925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641822263598442 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641822263598442, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641822263598442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07438120990991592, + 0.04415152221918106, + 0.08572660386562347, + 0.05404437333345413, + 0.14416517317295074, + 0.10253124684095383, + 0.15568934381008148, + 0.11696791648864746, + 0.15879394114017487, + 0.06354870647192001 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.008641822263598442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows the shimmering surface of the river alongside an exquisitely carved dragon boat. In the bright midday sun, the boat's dark, polished mahogany hull gleams with a wet sheen. Its carved dragon scales, painted vibrant red and gold, shimmer with the splashing water. The camera then zooms in for a close-up, focusing on a row of muscular men moving in unison. Clad in matching bright yellow tank tops, their tanned skin beaded with sweat, their arms and back muscles tensing with every stroke. Their jaws clenched, their brows furrowed, their eyes fixed forward, a look of intense focus and determination. With explosive force and impeccable synchronization, their oars slice through the emerald green water, instantly stirring up white foam. Each powerful pull sends the boat hurtling forward. The color saturation of the entire picture is adjusted to an extremely high level, making the team members' bright costumes, the gorgeous paintings on the hull, and the blue sky reflected on the water appear almost unreal and vivid, creating a tense, intense, powerful and collaborative competitive atmosphere.", + "seed": 12750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_9/index_9024_seed_12750_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08784291883930564, + "vlm_logprob": -0.08784291883930564, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.08784291883930564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3503088057041168 + ], + "opposite_logprob_tokens": [ + -1.2253087759017944 + ], + "logprob_reward": -0.3503088057041168, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3503088057041168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2975229322910309, + 0.1158616691827774, + 0.04179672524333, + 0.04042920097708702, + 0.046847518533468246, + 0.17875191569328308, + 0.053551219403743744, + 0.07311857491731644, + 0.04722854122519493, + 0.10489167273044586 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.3503088057041168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088299565017223 + ], + "opposite_logprob_tokens": [ + -4.5110883712768555 + ], + "logprob_reward": -0.011088299565017223, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088299565017223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07433146238327026, + 0.07069499045610428, + 0.07248976081609726, + 0.10428957641124725, + 0.04889168217778206, + 0.05904649570584297, + 0.06283974647521973, + 0.154642254114151, + 0.03888608515262604, + 0.31388789415359497 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.011088299565017223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865795746445656 + ], + "opposite_logprob_tokens": [ + -3.0486578941345215 + ], + "logprob_reward": -0.04865795746445656, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865795746445656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056872881948947906, + 0.09091553092002869, + 0.03592910245060921, + 0.019113775342702866, + 0.02172837406396866, + 0.029901770874857903, + 0.028180256485939026, + 0.016334297135472298, + 0.08603613823652267, + 0.614987850189209 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.04865795746445656 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634015679359436 + ], + "opposite_logprob_tokens": [ + -3.6513402462005615 + ], + "logprob_reward": -0.02634015679359436, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634015679359436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07640670239925385, + 0.13641473650932312, + 0.2266189306974411, + 0.04553895816206932, + 0.0507761649787426, + 0.09943849593400955, + 0.1500737965106964, + 0.04800621420145035, + 0.035230789333581924, + 0.1314951330423355 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.02634015679359436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002819374669343233 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.002819374669343233, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002819374669343233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1525617241859436, + 0.10855042934417725, + 0.08165797591209412, + 0.030810058116912842, + 0.17357563972473145, + 0.14607509970664978, + 0.06665225327014923, + 0.05011475831270218, + 0.024514317512512207, + 0.16548773646354675 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.002819374669343233 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot follows the shimmering surface of the river alongside an exquisitely carved dragon boat. In the bright midday sun, the boat's dark, polished mahogany hull gleams with a wet sheen. Its carved dragon scales, painted vibrant red and gold, shimmer with the splashing water. The camera then zooms in for a close-up, focusing on a row of muscular men moving in unison. Clad in matching bright yellow tank tops, their tanned skin beaded with sweat, their arms and back muscles tensing with every stroke. Their jaws clenched, their brows furrowed, their eyes fixed forward, a look of intense focus and determination. With explosive force and impeccable synchronization, their oars slice through the emerald green water, instantly stirring up white foam. Each powerful pull sends the boat hurtling forward. The color saturation of the entire picture is adjusted to an extremely high level, making the team members' bright costumes, the gorgeous paintings on the hull, and the blue sky reflected on the water appear almost unreal and vivid, creating a tense, intense, powerful and collaborative competitive atmosphere.", + "seed": 12751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000209/group_9/index_9024_seed_12751_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1035499295219779, + "vlm_logprob": -0.1035499295219779, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.1035499295219779, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.430103063583374 + ], + "opposite_logprob_tokens": [ + -1.055103063583374 + ], + "logprob_reward": -0.430103063583374, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.430103063583374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38162150979042053, + 0.03213997557759285, + 0.06467406451702118, + 0.13285915553569794, + 0.04205318167805672, + 0.06698861718177795, + 0.12326163798570633, + 0.06542403250932693, + 0.03659279644489288, + 0.054384995251894 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.430103063583374 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796753525733948 + ], + "opposite_logprob_tokens": [ + -4.634796619415283 + ], + "logprob_reward": -0.009796753525733948, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796753525733948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26924586296081543, + 0.0499752014875412, + 0.12028881162405014, + 0.04183508828282356, + 0.03063139133155346, + 0.09137509763240814, + 0.0804370641708374, + 0.04801288619637489, + 0.0921141728758812, + 0.17608435451984406 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.009796753525733948 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589664578437805 + ], + "opposite_logprob_tokens": [ + -3.895589590072632 + ], + "logprob_reward": -0.020589664578437805, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589664578437805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36218443512916565, + 0.2123412936925888, + 0.08483626693487167, + 0.06947784125804901, + 0.04756201058626175, + 0.027181046083569527, + 0.06616266071796417, + 0.03204309195280075, + 0.029454363510012627, + 0.06875704228878021 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.020589664578437805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306145757436752 + ], + "opposite_logprob_tokens": [ + -3.1680614948272705 + ], + "logprob_reward": -0.04306145757436752, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306145757436752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2471916377544403, + 0.05320700258016586, + 0.09460656344890594, + 0.061993543058633804, + 0.09647734463214874, + 0.1459120213985443, + 0.07616419345140457, + 0.04552550986409187, + 0.03038003109395504, + 0.1485421359539032 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.04306145757436752 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a river with a dragon boat featuring dark polished mahogany hull and red and gold carved dragon scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are muscular men wearing matching bright yellow tank tops rowing in unison with intense focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the oars slice through emerald green water creating white foam as the boat moves forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video start with a low-angle tracking shot and transition to a close-up zoom on the rowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image characterized by extremely high color saturation making the costumes, paintings, and blue sky reflection appear vivid and unreal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198708347976208 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.014198708347976208, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198708347976208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26937153935432434, + 0.06925724446773529, + 0.03721318393945694, + 0.056682974100112915, + 0.043747469782829285, + 0.03422069177031517, + 0.10570481419563293, + 0.2265934944152832, + 0.06170384958386421, + 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391153 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_0/index_tensor([7856, 7856])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_0/index_tensor([7856, 7856])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c2891d54f4c668dded815f6e8ac8b85327b9355b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_0/index_tensor([7856, 7856])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme top-down close-up remains static, completely focused on a puddle of viscous engine oil. The inky liquid moves in slow, deliberate, mesmerizing waves, its surface tension creating languid, rolling crests that rhythmically fold over one another. Under a single, direct light source from above, the oil's dark, glossy surface shimmers with a brilliant, ever-shifting rainbow of colors. Swirls of psychedelic colors—vivid fuchsia, electric teal, deep emerald, and molten gold—flow and ooze through the viscous liquid, their patterns constantly morphing with each gentle pulse. The background is a soft, dark, gritty asphalt, its rough texture contrasting with the oil's smooth, polished surface, creating an abstract, dynamic atmosphere of industrial art that is both hypnotic and strangely beautiful.", + "seed": 25236, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_0/index_7856_seed_25236_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03998439130373299, + "vlm_logprob": -0.03998439130373299, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03998439130373299, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04554349556565285 + ], + "opposite_logprob_tokens": [ + -3.1705434322357178 + ], + "logprob_reward": -0.04554349556565285, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04554349556565285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05256476253271103, + 0.10520603507757187, + 0.11847696453332901, + 0.33531454205513, + 0.0402408093214035, + 0.038554586470127106, + 0.033430904150009155, + 0.02126644365489483, + 0.22782711684703827, + 0.027117835357785225 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.04554349556565285 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363495737314224 + ], + "opposite_logprob_tokens": [ + -3.6513636112213135 + ], + "logprob_reward": -0.026363495737314224, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363495737314224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10468229651451111, + 0.21278633177280426, + 0.1574198454618454, + 0.1302126944065094, + 0.06416137516498566, + 0.01956148073077202, + 0.03323366865515709, + 0.055099669843912125, + 0.0934196189045906, + 0.12942302227020264 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.026363495737314224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013409203384071589 + ], + "opposite_logprob_tokens": [ + -6.626340866088867 + ], + "logprob_reward": -0.0013409203384071589, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013409203384071589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09440162777900696, + 0.14652517437934875, + 0.24705392122268677, + 0.15808536112308502, + 0.03690623119473457, + 0.014829305931925774, + 0.023482469841837883, + 0.026242481544613838, + 0.19495634734630585, + 0.05751710757613182 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.0013409203384071589 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263621024787426 + ], + "opposite_logprob_tokens": [ + -3.651362180709839 + ], + "logprob_reward": -0.0263621024787426, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263621024787426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06297077238559723, + 0.09140302240848541, + 0.14064711332321167, + 0.2044767588376999, + 0.03958899527788162, + 0.015583156608045101, + 0.031014828011393547, + 0.014702055603265762, + 0.27822116017341614, + 0.12139207869768143 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.0263621024787426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031194239854813 + ], + "opposite_logprob_tokens": [ + -2.3503119945526123 + ], + "logprob_reward": -0.10031194239854813, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031194239854813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08422799408435822, + 0.13207896053791046, + 0.08301548659801483, + 0.14930808544158936, + 0.07343225181102753, + 0.01650448516011238, + 0.04066899046301842, + 0.1185198500752449, + 0.13098937273025513, + 0.17125457525253296 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.10031194239854813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme top-down close-up remains static, completely focused on a puddle of viscous engine oil. The inky liquid moves in slow, deliberate, mesmerizing waves, its surface tension creating languid, rolling crests that rhythmically fold over one another. Under a single, direct light source from above, the oil's dark, glossy surface shimmers with a brilliant, ever-shifting rainbow of colors. Swirls of psychedelic colors—vivid fuchsia, electric teal, deep emerald, and molten gold—flow and ooze through the viscous liquid, their patterns constantly morphing with each gentle pulse. The background is a soft, dark, gritty asphalt, its rough texture contrasting with the oil's smooth, polished surface, creating an abstract, dynamic atmosphere of industrial art that is both hypnotic and strangely beautiful.", + "seed": 25237, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_0/index_7856_seed_25237_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.037446657195687294, + "vlm_logprob": -0.037446657195687294, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.037446657195687294, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0299506988376379 + ], + "opposite_logprob_tokens": [ + -3.6549506187438965 + ], + "logprob_reward": -0.0299506988376379, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0299506988376379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17110003530979156, + 0.16620875895023346, + 0.06994504481554031, + 0.1683216243982315, + 0.06905390322208405, + 0.03211776539683342, + 0.03366304188966751, + 0.05433604493737221, + 0.18317681550979614, + 0.05207693204283714 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.0299506988376379 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062048956751823425 + ], + "opposite_logprob_tokens": [ + -2.81204891204834 + ], + "logprob_reward": -0.062048956751823425, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062048956751823425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14135795831680298, + 0.23987849056720734, + 0.061447158455848694, + 0.19956064224243164, + 0.03329908847808838, + 0.03417510911822319, + 0.05077880620956421, + 0.031808041036129, + 0.051277194172143936, + 0.15641753375530243 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.062048956751823425 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637913778424263 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637913778424263, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637913778424263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10234446823596954, + 0.19638217985630035, + 0.04714064300060272, + 0.17734555900096893, + 0.05311962962150574, + 0.04613022133708, + 0.07009582221508026, + 0.058357901871204376, + 0.06216108426451683, + 0.18692247569561005 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.004637913778424263 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587796345353127 + ], + "opposite_logprob_tokens": [ + -3.895587682723999 + ], + "logprob_reward": -0.020587796345353127, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587796345353127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11883872002363205, + 0.32372230291366577, + 0.09250514209270477, + 0.061157383024692535, + 0.028878191486001015, + 0.03505443036556244, + 0.04089953377842903, + 0.09013548493385315, + 0.05471634492278099, + 0.15409252047538757 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.020587796345353127 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000792026519775 + ], + "opposite_logprob_tokens": [ + -2.695007801055908 + ], + "logprob_reward": -0.07000792026519775, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000792026519775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29705822467803955, + 0.14984294772148132, + 0.050644464790821075, + 0.13379770517349243, + 0.04690706357359886, + 0.025079285725951195, + 0.030417736619710922, + 0.024826303124427795, + 0.06197095289826393, + 0.17945533990859985 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07000792026519775 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme top-down close-up remains static, completely focused on a puddle of viscous engine oil. The inky liquid moves in slow, deliberate, mesmerizing waves, its surface tension creating languid, rolling crests that rhythmically fold over one another. Under a single, direct light source from above, the oil's dark, glossy surface shimmers with a brilliant, ever-shifting rainbow of colors. Swirls of psychedelic colors—vivid fuchsia, electric teal, deep emerald, and molten gold—flow and ooze through the viscous liquid, their patterns constantly morphing with each gentle pulse. The background is a soft, dark, gritty asphalt, its rough texture contrasting with the oil's smooth, polished surface, creating an abstract, dynamic atmosphere of industrial art that is both hypnotic and strangely beautiful.", + "seed": 25238, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_0/index_7856_seed_25238_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05699860975146294, + "vlm_logprob": -0.05699860975146294, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.05699860975146294, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04896698519587517 + ], + "opposite_logprob_tokens": [ + -3.173966884613037 + ], + "logprob_reward": -0.04896698519587517, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04896698519587517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18518182635307312, + 0.09427077323198318, + 0.09987330436706543, + 0.10283108800649643, + 0.12152423709630966, + 0.1100241020321846, + 0.07481489330530167, + 0.05758117511868477, + 0.11209320276975632, + 0.04180539771914482 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.04896698519587517 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812839835882187 + ], + "opposite_logprob_tokens": [ + -3.28812837600708 + ], + "logprob_reward": -0.03812839835882187, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812839835882187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23122243583202362, + 0.1755017638206482, + 0.1360148787498474, + 0.08035504072904587, + 0.06543028354644775, + 0.10091611742973328, + 0.048191651701927185, + 0.07508249580860138, + 0.0550624318420887, + 0.03222290053963661 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03812839835882187 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059555694460868835 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.0059555694460868835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059555694460868835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16286101937294006, + 0.13349509239196777, + 0.11610938608646393, + 0.08109134435653687, + 0.1278555691242218, + 0.14186301827430725, + 0.06545423716306686, + 0.06119970604777336, + 0.08278828859329224, + 0.027282316237688065 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0059555694460868835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901103049516678 + ], + "opposite_logprob_tokens": [ + -2.5790109634399414 + ], + "logprob_reward": -0.07901103049516678, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901103049516678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22599069774150848, + 0.1181209459900856, + 0.11438187956809998, + 0.18414214253425598, + 0.12301752716302872, + 0.06736574321985245, + 0.03453187644481659, + 0.047848835587501526, + 0.0548386313021183, + 0.02976175583899021 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.07901103049516678 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293106526136398 + ], + "opposite_logprob_tokens": [ + -2.2379310131073 + ], + "logprob_reward": -0.11293106526136398, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293106526136398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.167114719748497, + 0.13521026074886322, + 0.1324365884065628, + 0.10518471151590347, + 0.13777577877044678, + 0.149319589138031, + 0.039204515516757965, + 0.035669125616550446, + 0.05032302811741829, + 0.04776166379451752 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.11293106526136398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme top-down close-up remains static, completely focused on a puddle of viscous engine oil. The inky liquid moves in slow, deliberate, mesmerizing waves, its surface tension creating languid, rolling crests that rhythmically fold over one another. Under a single, direct light source from above, the oil's dark, glossy surface shimmers with a brilliant, ever-shifting rainbow of colors. Swirls of psychedelic colors—vivid fuchsia, electric teal, deep emerald, and molten gold—flow and ooze through the viscous liquid, their patterns constantly morphing with each gentle pulse. The background is a soft, dark, gritty asphalt, its rough texture contrasting with the oil's smooth, polished surface, creating an abstract, dynamic atmosphere of industrial art that is both hypnotic and strangely beautiful.", + "seed": 25239, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_0/index_7856_seed_25239_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10187597768381237, + "vlm_logprob": -0.10187597768381237, + "vlm_yes_no_margin": 2.8999999880790712, + "vlm_token_credit": -0.10187597768381237, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056648317724466324 + ], + "opposite_logprob_tokens": [ + -2.9316482543945312 + ], + "logprob_reward": -0.056648317724466324, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056648317724466324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19359269738197327, + 0.30410751700401306, + 0.028367863968014717, + 0.08319107443094254, + 0.15701793134212494, + 0.07427030801773071, + 0.049434561282396317, + 0.030458353459835052, + 0.06473509222269058, + 0.014824490994215012 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.056648317724466324 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790247991681099 + ], + "opposite_logprob_tokens": [ + -2.5790247917175293 + ], + "logprob_reward": -0.0790247991681099, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790247991681099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2856190502643585, + 0.055822864174842834, + 0.04441964998841286, + 0.08051636815071106, + 0.14439266920089722, + 0.030551349744200706, + 0.14873895049095154, + 0.12448950111865997, + 0.06025378778576851, + 0.025195781141519547 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.0790247991681099 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258182529360056 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005258182529360056, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258182529360056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4355996549129486, + 0.05284658819437027, + 0.04528534784913063, + 0.052414506673812866, + 0.08260435611009598, + 0.03961192071437836, + 0.1229541152715683, + 0.09381020814180374, + 0.05051245912909508, + 0.02436078153550625 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.005258182529360056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549791194498539 + ], + "opposite_logprob_tokens": [ + -2.929979085922241 + ], + "logprob_reward": -0.0549791194498539, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549791194498539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1581510305404663, + 0.031886015087366104, + 0.05598016828298569, + 0.06374848634004593, + 0.10790535062551498, + 0.057488393038511276, + 0.31481409072875977, + 0.10105898231267929, + 0.0854950100183487, + 0.02347247116267681 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0549791194498539 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an extreme top-down close-up that remains static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a puddle of viscous engine oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the oil display a dark, glossy surface shimmering with rainbow colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are swirls of vivid fuchsia, electric teal, deep emerald, and molten gold visible flowing through the oil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, dark, gritty asphalt surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346946954727173 + ], + "opposite_logprob_tokens": [ + -1.313469409942627 + ], + "logprob_reward": -0.31346946954727173, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31346946954727173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47271957993507385, + 0.12725238502025604, + 0.037971340119838715, + 0.07856374979019165, + 0.033136073499917984, + 0.019612478092312813, + 0.06129547581076622, + 0.1294577717781067, + 0.02211778238415718, + 0.017873436212539673 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.31346946954727173 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_1/index_tensor([1358, 1358])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_1/index_tensor([1358, 1358])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a1a96a7a0135f8bcf46a599f683a9eed1f7c081b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_1/index_tensor([1358, 1358])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, taken from a slightly upward angle, captures a professional-grade quadcopter drone, its matte dark gray carbon fiber composite fuselage precisely hovering in the air. The four transparent propellers spin at ultra-high speed, becoming almost invisible, blurry discs, their edges reflecting only the last rays of the setting sun. This high-speed motion generates a high-frequency, subtle vibration visible throughout the drone, imbuing the delicate seams and radiator grille details with a dynamic tension. The vast expanse of the sky, tinted by the setting sun in a gradient of warm orange and soft purple, is framed by the gentle light, casting a brilliant golden rim around the drone's austere industrial design. The image creates a striking contrast between the precise control of high-tech technology and the tranquil grandeur of dusk, creating an atmosphere of focus and potential energy.", + "seed": 21115, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_1/index_1358_seed_21115_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11850062469020486, + "vlm_logprob": -0.11850062469020486, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.11850062469020486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25417014956474304 + ], + "opposite_logprob_tokens": [ + -1.5041701793670654 + ], + "logprob_reward": -0.25417014956474304, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25417014956474304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3859379291534424, + 0.21276776492595673, + 0.07545898854732513, + 0.13294263184070587, + 0.09411099553108215, + 0.024337247014045715, + 0.010487774387001991, + 0.01167113333940506, + 0.04071445018053055, + 0.011571102775633335 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.25417014956474304 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281356543302536 + ], + "opposite_logprob_tokens": [ + -1.4063565731048584 + ], + "logprob_reward": -0.281356543302536, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281356543302536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22008450329303741, + 0.06299223005771637, + 0.1310001164674759, + 0.1050175130367279, + 0.2257651537656784, + 0.09002368897199631, + 0.022602559998631477, + 0.04323546588420868, + 0.06677309423685074, + 0.03250560536980629 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.281356543302536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818067092448473 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.002818067092448473, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818067092448473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24419984221458435, + 0.05666306987404823, + 0.038202520459890366, + 0.10523289442062378, + 0.3637157082557678, + 0.10035023093223572, + 0.010969444178044796, + 0.02020871639251709, + 0.04214700683951378, + 0.018310546875 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.002818067092448473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070127487182617 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070127487182617, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070127487182617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15292669832706451, + 0.24102288484573364, + 0.09112795442342758, + 0.0942477360367775, + 0.21622344851493835, + 0.030508367344737053, + 0.022941526025533676, + 0.04199451953172684, + 0.08732374012470245, + 0.02168315276503563 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.016070127487182617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808823600411415 + ], + "opposite_logprob_tokens": [ + -3.288088321685791 + ], + "logprob_reward": -0.03808823600411415, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808823600411415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2534903585910797, + 0.11250417679548264, + 0.039472758769989014, + 0.05080480873584747, + 0.22718976438045502, + 0.08505553752183914, + 0.029913993552327156, + 0.03159516304731369, + 0.11050476133823395, + 0.05946871265769005 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03808823600411415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, taken from a slightly upward angle, captures a professional-grade quadcopter drone, its matte dark gray carbon fiber composite fuselage precisely hovering in the air. The four transparent propellers spin at ultra-high speed, becoming almost invisible, blurry discs, their edges reflecting only the last rays of the setting sun. This high-speed motion generates a high-frequency, subtle vibration visible throughout the drone, imbuing the delicate seams and radiator grille details with a dynamic tension. The vast expanse of the sky, tinted by the setting sun in a gradient of warm orange and soft purple, is framed by the gentle light, casting a brilliant golden rim around the drone's austere industrial design. The image creates a striking contrast between the precise control of high-tech technology and the tranquil grandeur of dusk, creating an atmosphere of focus and potential energy.", + "seed": 21116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_1/index_1358_seed_21116_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07038641488179564, + "vlm_logprob": -0.07038641488179564, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.07038641488179564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16292926669120789 + ], + "opposite_logprob_tokens": [ + -1.9129292964935303 + ], + "logprob_reward": -0.16292926669120789, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16292926669120789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04879475012421608, + 0.026904001832008362, + 0.023276807740330696, + 0.05089021101593971, + 0.06836739182472229, + 0.2660376727581024, + 0.23937544226646423, + 0.07575792074203491, + 0.05078059434890747, + 0.14981526136398315 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.16292926669120789 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270930916070938 + ], + "opposite_logprob_tokens": [ + -2.1270930767059326 + ], + "logprob_reward": -0.1270930916070938, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270930916070938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06406744569540024, + 0.033576782792806625, + 0.03767753019928932, + 0.02314627356827259, + 0.085205078125, + 0.2789928615093231, + 0.244370236992836, + 0.15351295471191406, + 0.04491221532225609, + 0.03453870490193367 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.1270930916070938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626346778124571 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626346778124571, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626346778124571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20737290382385254, + 0.0766746923327446, + 0.054643794894218445, + 0.04780929163098335, + 0.16228318214416504, + 0.1284789890050888, + 0.09857071936130524, + 0.11343985795974731, + 0.07549752295017242, + 0.03522902727127075 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.007626346778124571 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020588379353284836 + ], + "opposite_logprob_tokens": [ + -3.8955883979797363 + ], + "logprob_reward": -0.020588379353284836, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020588379353284836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25386810302734375, + 0.04693097248673439, + 0.03990476578474045, + 0.04930438473820686, + 0.11283635348081589, + 0.21466150879859924, + 0.14178641140460968, + 0.07104078680276871, + 0.03277580067515373, + 0.036890845745801926 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.020588379353284836 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369498997926712 + ], + "opposite_logprob_tokens": [ + -3.4086949825286865 + ], + "logprob_reward": -0.03369498997926712, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369498997926712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1200626865029335, + 0.06028182804584503, + 0.05043632164597511, + 0.037590205669403076, + 0.021859683096408844, + 0.17420101165771484, + 0.11679273098707199, + 0.18178094923496246, + 0.1405925750732422, + 0.09640200436115265 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.03369498997926712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, taken from a slightly upward angle, captures a professional-grade quadcopter drone, its matte dark gray carbon fiber composite fuselage precisely hovering in the air. The four transparent propellers spin at ultra-high speed, becoming almost invisible, blurry discs, their edges reflecting only the last rays of the setting sun. This high-speed motion generates a high-frequency, subtle vibration visible throughout the drone, imbuing the delicate seams and radiator grille details with a dynamic tension. The vast expanse of the sky, tinted by the setting sun in a gradient of warm orange and soft purple, is framed by the gentle light, casting a brilliant golden rim around the drone's austere industrial design. The image creates a striking contrast between the precise control of high-tech technology and the tranquil grandeur of dusk, creating an atmosphere of focus and potential energy.", + "seed": 21117, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_1/index_1358_seed_21117_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05298483213409781, + "vlm_logprob": -0.05298483213409781, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.05298483213409781, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08138377219438553 + ], + "opposite_logprob_tokens": [ + -2.58138370513916 + ], + "logprob_reward": -0.08138377219438553, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08138377219438553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07984405755996704, + 0.14569950103759766, + 0.2892160713672638, + 0.029431672766804695, + 0.08134353160858154, + 0.06469175964593887, + 0.05061708763241768, + 0.06006944924592972, + 0.05689827352762222, + 0.14218856394290924 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.08138377219438553 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428653597831726 + ], + "opposite_logprob_tokens": [ + -2.0178654193878174 + ], + "logprob_reward": -0.1428653597831726, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428653597831726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14885400235652924, + 0.1320175975561142, + 0.23593248426914215, + 0.07434679567813873, + 0.0710340291261673, + 0.06349799036979675, + 0.15137489140033722, + 0.046876486390829086, + 0.05025772005319595, + 0.02580796368420124 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.1428653597831726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031916177831590176 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031916177831590176, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031916177831590176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46169671416282654, + 0.08202522993087769, + 0.056536536663770676, + 0.05220935493707657, + 0.14765565097332, + 0.040894392877817154, + 0.043876584619283676, + 0.02071635238826275, + 0.0707632452249527, + 0.02362591028213501 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0031916177831590176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419929601252079 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.01419929601252079, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419929601252079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3212420344352722, + 0.10407567769289017, + 0.09318900108337402, + 0.020341090857982635, + 0.18832144141197205, + 0.039308447390794754, + 0.0928385928273201, + 0.029457656666636467, + 0.0875329002737999, + 0.023693200200796127 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.01419929601252079 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328411489725113 + ], + "opposite_logprob_tokens": [ + -3.7732841968536377 + ], + "logprob_reward": -0.02328411489725113, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328411489725113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13261863589286804, + 0.04759688675403595, + 0.07733404636383057, + 0.06854640692472458, + 0.38078781962394714, + 0.03568994253873825, + 0.05019470304250717, + 0.04130283743143082, + 0.1520412415266037, + 0.013887438923120499 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.02328411489725113 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, taken from a slightly upward angle, captures a professional-grade quadcopter drone, its matte dark gray carbon fiber composite fuselage precisely hovering in the air. The four transparent propellers spin at ultra-high speed, becoming almost invisible, blurry discs, their edges reflecting only the last rays of the setting sun. This high-speed motion generates a high-frequency, subtle vibration visible throughout the drone, imbuing the delicate seams and radiator grille details with a dynamic tension. The vast expanse of the sky, tinted by the setting sun in a gradient of warm orange and soft purple, is framed by the gentle light, casting a brilliant golden rim around the drone's austere industrial design. The image creates a striking contrast between the precise control of high-tech technology and the tranquil grandeur of dusk, creating an atmosphere of focus and potential energy.", + "seed": 21118, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_1/index_1358_seed_21118_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05211902218870819, + "vlm_logprob": -0.05211902218870819, + "vlm_yes_no_margin": 3.574999976158142, + "vlm_token_credit": -0.05211902218870819, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09112218022346497 + ], + "opposite_logprob_tokens": [ + -2.4661221504211426 + ], + "logprob_reward": -0.09112218022346497, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09112218022346497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14319728314876556, + 0.20230633020401, + 0.30134478211402893, + 0.023511376231908798, + 0.02891206368803978, + 0.0860849916934967, + 0.04576243460178375, + 0.10501338541507721, + 0.04440158233046532, + 0.01946575939655304 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.09112218022346497 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127096027135849 + ], + "opposite_logprob_tokens": [ + -2.127095937728882 + ], + "logprob_reward": -0.127096027135849, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.127096027135849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.074599988758564, + 0.09402249753475189, + 0.3932625353336334, + 0.03173474222421646, + 0.0277096014469862, + 0.01876888796687126, + 0.056929413229227066, + 0.19534839689731598, + 0.05559324100613594, + 0.05203066021203995 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.127096027135849 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036128980573266745 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036128980573266745, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036128980573266745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13353639841079712, + 0.14323265850543976, + 0.42202240228652954, + 0.056950174272060394, + 0.06811646372079849, + 0.02538091503083706, + 0.04306527599692345, + 0.04462277144193649, + 0.02416498400270939, + 0.03890793398022652 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0036128980573266745 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186602741479874 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186602741479874, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186602741479874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11611886322498322, + 0.31535202264785767, + 0.10930219292640686, + 0.09711624681949615, + 0.033821579068899155, + 0.082074373960495, + 0.05696431174874306, + 0.06337793171405792, + 0.049498703330755234, + 0.07637378573417664 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018186602741479874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a professional-grade quadcopter drone with a matte dark gray carbon fiber fuselage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the drone hovering in the air with four transparent propellers spinning at ultra-high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast sky tinted with a gradient of warm orange and soft purple from a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a brilliant golden rim light visible around the drone's edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577402785420418 + ], + "opposite_logprob_tokens": [ + -3.8955774307250977 + ], + "logprob_reward": -0.020577402785420418, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577402785420418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07523961365222931, + 0.09257898479700089, + 0.1648736298084259, + 0.046871598809957504, + 0.046961709856987, + 0.3234870731830597, + 0.06779280304908752, + 0.12481723725795746, + 0.03357239067554474, + 0.02380492351949215 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.020577402785420418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_10/index_tensor([5409, 5409])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_10/index_tensor([5409, 5409])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4ce8e5769529ce4e774c04e828a769d5748e444c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_10/index_tensor([5409, 5409])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up focuses on a simple, clear cylindrical glass filled with still, transparent water, positioned against a dark, softly lit, out-of-focus background. A perfectly round, chalky, matte white disc plunges into the glass, decisively shattering the water's calm surface tension. The moment of impact is immediate and explosive; the disc erupts into a violent, chaotic cascade of foam, swirling and expanding wildly. Countless tiny bubbles and larger, shimmering spheres surge upward in turbulence, instantly transforming the crystal-clear water into a milky, opaque vortex. The scene hums with energy, as a hissing reaction continues to stir the liquid. Side lighting captures the intricate dance of rising bubbles, which ultimately converge on the surface to form a thick, popping, frothy foam, conveying a powerful sense of speed and dynamism.", + "seed": 30376, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_10/index_5409_seed_30376_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.050816112640313806, + "vlm_logprob": -0.050816112640313806, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.050816112640313806, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22922387719154358 + ], + "opposite_logprob_tokens": [ + -1.6042238473892212 + ], + "logprob_reward": -0.22922387719154358, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22922387719154358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1732032150030136, + 0.0963166207075119, + 0.15051110088825226, + 0.09806457906961441, + 0.048038970679044724, + 0.04499470442533493, + 0.10274101793766022, + 0.025235943496227264, + 0.05512577295303345, + 0.20576806366443634 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.22922387719154358 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006756081711500883 + ], + "opposite_logprob_tokens": [ + -5.00675630569458 + ], + "logprob_reward": -0.006756081711500883, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006756081711500883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09918670356273651, + 0.08963748067617416, + 0.5032524466514587, + 0.0848059430718422, + 0.02084466442465782, + 0.03234632685780525, + 0.061572715640068054, + 0.02817324735224247, + 0.014929546974599361, + 0.06525096297264099 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.006756081711500883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965760443359613 + ], + "opposite_logprob_tokens": [ + -5.130965709686279 + ], + "logprob_reward": -0.005965760443359613, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965760443359613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48733511567115784, + 0.04033515974879265, + 0.10293853282928467, + 0.07146469503641129, + 0.0534023679792881, + 0.030726313591003418, + 0.049216240644454956, + 0.02338576316833496, + 0.04690353944897652, + 0.09429223090410233 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.005965760443359613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010424185311421752 + ], + "opposite_logprob_tokens": [ + -6.876042366027832 + ], + "logprob_reward": -0.0010424185311421752, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010424185311421752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19343023002147675, + 0.1274840384721756, + 0.2074241191148758, + 0.0797734335064888, + 0.10566817969083786, + 0.0418078675866127, + 0.0687895268201828, + 0.039507102221250534, + 0.04631258174777031, + 0.08980293571949005 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0010424185311421752 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109242532402277 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.01109242532402277, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109242532402277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21458683907985687, + 0.08739864081144333, + 0.1300555020570755, + 0.14414188265800476, + 0.05237804353237152, + 0.07599487155675888, + 0.10861604660749435, + 0.04765796661376953, + 0.03918313607573509, + 0.09998710453510284 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.01109242532402277 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up focuses on a simple, clear cylindrical glass filled with still, transparent water, positioned against a dark, softly lit, out-of-focus background. A perfectly round, chalky, matte white disc plunges into the glass, decisively shattering the water's calm surface tension. The moment of impact is immediate and explosive; the disc erupts into a violent, chaotic cascade of foam, swirling and expanding wildly. Countless tiny bubbles and larger, shimmering spheres surge upward in turbulence, instantly transforming the crystal-clear water into a milky, opaque vortex. The scene hums with energy, as a hissing reaction continues to stir the liquid. Side lighting captures the intricate dance of rising bubbles, which ultimately converge on the surface to form a thick, popping, frothy foam, conveying a powerful sense of speed and dynamism.", + "seed": 30377, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_10/index_5409_seed_30377_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04758599100168794, + "vlm_logprob": -0.04758599100168794, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.04758599100168794, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20293979346752167 + ], + "opposite_logprob_tokens": [ + -1.702939748764038 + ], + "logprob_reward": -0.20293979346752167, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20293979346752167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0825677290558815, + 0.12350738793611526, + 0.04764397069811821, + 0.05230089649558067, + 0.1059957891702652, + 0.11932496726512909, + 0.3036327660083771, + 0.10139346867799759, + 0.03699773550033569, + 0.02663527987897396 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.20293979346752167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097969900816679 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.0097969900816679, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097969900816679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19150309264659882, + 0.15153063833713531, + 0.06373375654220581, + 0.07022256404161453, + 0.10554926842451096, + 0.07053151726722717, + 0.0877411961555481, + 0.19592255353927612, + 0.0384516678750515, + 0.024813704192638397 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0097969900816679 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009800413623452187 + ], + "opposite_logprob_tokens": [ + -4.634800434112549 + ], + "logprob_reward": -0.009800413623452187, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009800413623452187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16754058003425598, + 0.02967529185116291, + 0.03377770632505417, + 0.07216491550207138, + 0.10907202214002609, + 0.041582103818655014, + 0.4434073567390442, + 0.030295198783278465, + 0.053171850740909576, + 0.019313054159283638 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.009800413623452187 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011794761521741748 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.0011794761521741748, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011794761521741748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2158111035823822, + 0.06423585116863251, + 0.05047294497489929, + 0.10739799588918686, + 0.11782722175121307, + 0.04401274770498276, + 0.3300377428531647, + 0.029511092230677605, + 0.01890639215707779, + 0.021786920726299286 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0011794761521741748 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421328168362379 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.01421328168362379, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421328168362379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1848473995923996, + 0.09877058118581772, + 0.04694424569606781, + 0.07673702389001846, + 0.13853788375854492, + 0.04441303014755249, + 0.19462041556835175, + 0.0984845831990242, + 0.06520592421293259, + 0.05143888667225838 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.01421328168362379 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up focuses on a simple, clear cylindrical glass filled with still, transparent water, positioned against a dark, softly lit, out-of-focus background. A perfectly round, chalky, matte white disc plunges into the glass, decisively shattering the water's calm surface tension. The moment of impact is immediate and explosive; the disc erupts into a violent, chaotic cascade of foam, swirling and expanding wildly. Countless tiny bubbles and larger, shimmering spheres surge upward in turbulence, instantly transforming the crystal-clear water into a milky, opaque vortex. The scene hums with energy, as a hissing reaction continues to stir the liquid. Side lighting captures the intricate dance of rising bubbles, which ultimately converge on the surface to form a thick, popping, frothy foam, conveying a powerful sense of speed and dynamism.", + "seed": 30378, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_10/index_5409_seed_30378_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020784445479512213, + "vlm_logprob": -0.020784445479512213, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.020784445479512213, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06522174179553986 + ], + "opposite_logprob_tokens": [ + -2.8152217864990234 + ], + "logprob_reward": -0.06522174179553986, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06522174179553986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23847047984600067, + 0.12435658276081085, + 0.06785552203655243, + 0.0863160714507103, + 0.08550181239843369, + 0.04634412005543709, + 0.208747997879982, + 0.03965575248003006, + 0.0653541088104248, + 0.037397582083940506 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.06522174179553986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554542161524296 + ], + "opposite_logprob_tokens": [ + -4.38755464553833 + ], + "logprob_reward": -0.012554542161524296, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554542161524296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22031444311141968, + 0.062757208943367, + 0.07605237513780594, + 0.1665559858083725, + 0.14914171397686005, + 0.025784369558095932, + 0.08029632270336151, + 0.07147818803787231, + 0.0323205329477787, + 0.11529886722564697 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.012554542161524296 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109596248716116 + ], + "opposite_logprob_tokens": [ + -4.511096000671387 + ], + "logprob_reward": -0.01109596248716116, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109596248716116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06969494372606277, + 0.1324722319841385, + 0.14356480538845062, + 0.07779695093631744, + 0.16662105917930603, + 0.082789346575737, + 0.045285094529390335, + 0.1681942641735077, + 0.062027353793382645, + 0.05155390873551369 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.01109596248716116 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024883756414055824 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.0024883756414055824, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024883756414055824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05400916188955307, + 0.08107507228851318, + 0.09205484390258789, + 0.07262320071458817, + 0.07827090471982956, + 0.09110825508832932, + 0.3441506326198578, + 0.07686301320791245, + 0.03590305149555206, + 0.07394189387559891 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.0024883756414055824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256160531193018 + ], + "opposite_logprob_tokens": [ + -4.387561798095703 + ], + "logprob_reward": -0.01256160531193018, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256160531193018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1309836208820343, + 0.09675273299217224, + 0.04437379911541939, + 0.07856074720621109, + 0.07359301298856735, + 0.04255039617419243, + 0.07191779464483261, + 0.2762082517147064, + 0.11540030688047409, + 0.06965932250022888 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.01256160531193018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up focuses on a simple, clear cylindrical glass filled with still, transparent water, positioned against a dark, softly lit, out-of-focus background. A perfectly round, chalky, matte white disc plunges into the glass, decisively shattering the water's calm surface tension. The moment of impact is immediate and explosive; the disc erupts into a violent, chaotic cascade of foam, swirling and expanding wildly. Countless tiny bubbles and larger, shimmering spheres surge upward in turbulence, instantly transforming the crystal-clear water into a milky, opaque vortex. The scene hums with energy, as a hissing reaction continues to stir the liquid. Side lighting captures the intricate dance of rising bubbles, which ultimately converge on the surface to form a thick, popping, frothy foam, conveying a powerful sense of speed and dynamism.", + "seed": 30379, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_10/index_5409_seed_30379_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020406178571283816, + "vlm_logprob": -0.020406178571283816, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.020406178571283816, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045019183307886124 + ], + "opposite_logprob_tokens": [ + -3.1700191497802734 + ], + "logprob_reward": -0.045019183307886124, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.045019183307886124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44250965118408203, + 0.07955943793058395, + 0.059377990663051605, + 0.08041390031576157, + 0.051435429602861404, + 0.09020138531923294, + 0.05959681421518326, + 0.07049991190433502, + 0.022564085200428963, + 0.04384135827422142 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.045019183307886124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008660140447318554 + ], + "opposite_logprob_tokens": [ + -4.758660316467285 + ], + "logprob_reward": -0.008660140447318554, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008660140447318554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1827598214149475, + 0.10605436563491821, + 0.11533205956220627, + 0.08154544979333878, + 0.17613741755485535, + 0.06802396476268768, + 0.05250012129545212, + 0.11424475908279419, + 0.045072730630636215, + 0.05832924321293831 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.008660140447318554 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023321032524108887 + ], + "opposite_logprob_tokens": [ + -3.7733211517333984 + ], + "logprob_reward": -0.023321032524108887, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023321032524108887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.212803915143013, + 0.06767240911722183, + 0.03833678737282753, + 0.040264565497636795, + 0.047606371343135834, + 0.12074396014213562, + 0.1588801145553589, + 0.19551776349544525, + 0.050225891172885895, + 0.06794817000627518 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.023321032524108887 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017128810286521912 + ], + "opposite_logprob_tokens": [ + -6.376712799072266 + ], + "logprob_reward": -0.0017128810286521912, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017128810286521912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3541422188282013, + 0.06868782639503479, + 0.03730867803096771, + 0.04120498523116112, + 0.04711659997701645, + 0.09391217678785324, + 0.060033056885004044, + 0.10308276861906052, + 0.05456095188856125, + 0.13995079696178436 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0017128810286521912 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static extreme close-up of a cylindrical glass filled with clear water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background dark, softly lit, and out-of-focus?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a perfectly round, chalky, matte white disc plunge into the glass and shatter the water's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the impact cause the water to erupt into a violent, chaotic cascade of foam and bubbles that turns the liquid milky and opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit from the side to capture the rising bubbles and frothy foam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331765554845333 + ], + "opposite_logprob_tokens": [ + -3.773317575454712 + ], + "logprob_reward": -0.02331765554845333, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331765554845333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19366660714149475, + 0.14949488639831543, + 0.05461328476667404, + 0.07227019220590591, + 0.0714748278260231, + 0.12149157375097275, + 0.062199775129556656, + 0.16773557662963867, + 0.046356186270713806, + 0.060697101056575775 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.02331765554845333 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_11/index_tensor([5401, 5401])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_11/index_tensor([5401, 5401])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5470749781b5f164bc32ca23fa284ed16854b7e9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_11/index_tensor([5401, 5401])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shaky, handheld, eye-level medium shot captures a man in his thirties speaking passionately, the camera's unsteady movements reflecting his energetic expression. He has slightly tousled dark brown hair and a light stubble on his chin. He wears a well-worn, dark blue denim jacket over a simple, heather-gray, crew-neck T-shirt. As he speaks directly to the camera, he rhythmically moves his head from side to side to emphasize key points, his expression a blend of genuine conviction and urgency. His hands are in constant, expressive motion; he decisively traces a point in the air with one hand and then opens his arms, as if presenting a grand idea. The background is a crowded, out-of-focus blur of a crowded interior, perhaps a conference hall, where blurred figures mill about and converse, their movements adding to the scene's dynamic chaos. Bright, slightly harsh overhead lighting illuminates the environment, casting subtle, shifting shadows on his face and capturing the texture of his denim jacket, creating a raw, documentary-style atmosphere imbued with a sense of immediacy and unfiltered communication.", + "seed": 3049, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_11/index_5401_seed_3049_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0959566258592531, + "vlm_logprob": -0.0959566258592531, + "vlm_yes_no_margin": 3.574999988079071, + "vlm_token_credit": -0.0959566258592531, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35578662157058716 + ], + "opposite_logprob_tokens": [ + -1.2307865619659424 + ], + "logprob_reward": -0.35578662157058716, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.35578662157058716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19634169340133667, + 0.2262256145477295, + 0.04694846272468567, + 0.04056619852781296, + 0.07426685839891434, + 0.19199532270431519, + 0.09675860404968262, + 0.04047418013215065, + 0.02896537259221077, + 0.05745764076709747 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.35578662157058716 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891309529542923 + ], + "opposite_logprob_tokens": [ + -2.4641308784484863 + ], + "logprob_reward": -0.0891309529542923, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891309529542923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06477004289627075, + 0.255547434091568, + 0.07301343232393265, + 0.07066987454891205, + 0.11143127828836441, + 0.0779467299580574, + 0.13422027230262756, + 0.11000684648752213, + 0.04131738469004631, + 0.06107667088508606 + ], + "top_frames": [ + 1, + 6, + 4 + ], + "selected_reward": -0.0891309529542923 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606480538845062 + ], + "opposite_logprob_tokens": [ + -3.895606517791748 + ], + "logprob_reward": -0.020606480538845062, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606480538845062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17295795679092407, + 0.13363419473171234, + 0.07094816118478775, + 0.16387216746807098, + 0.13594351708889008, + 0.07412571460008621, + 0.07023011147975922, + 0.1104530394077301, + 0.024389280006289482, + 0.04344584047794342 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.020606480538845062 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545360252261162 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545360252261162, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545360252261162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03554324805736542, + 0.07232463359832764, + 0.027646904811263084, + 0.07205447554588318, + 0.07109448313713074, + 0.5352925062179565, + 0.07165725529193878, + 0.08393364399671555, + 0.0139392064884305, + 0.0165136456489563 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.012545360252261162 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017137139802798629 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.0017137139802798629, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017137139802798629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15128977596759796, + 0.2884930372238159, + 0.025313232094049454, + 0.023782266303896904, + 0.05819987878203392, + 0.17862990498542786, + 0.053165335208177567, + 0.059977177530527115, + 0.027999408543109894, + 0.13314995169639587 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.0017137139802798629 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, handheld, eye-level medium shot captures a man in his thirties speaking passionately, the camera's unsteady movements reflecting his energetic expression. He has slightly tousled dark brown hair and a light stubble on his chin. He wears a well-worn, dark blue denim jacket over a simple, heather-gray, crew-neck T-shirt. As he speaks directly to the camera, he rhythmically moves his head from side to side to emphasize key points, his expression a blend of genuine conviction and urgency. His hands are in constant, expressive motion; he decisively traces a point in the air with one hand and then opens his arms, as if presenting a grand idea. The background is a crowded, out-of-focus blur of a crowded interior, perhaps a conference hall, where blurred figures mill about and converse, their movements adding to the scene's dynamic chaos. Bright, slightly harsh overhead lighting illuminates the environment, casting subtle, shifting shadows on his face and capturing the texture of his denim jacket, creating a raw, documentary-style atmosphere imbued with a sense of immediacy and unfiltered communication.", + "seed": 3050, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_11/index_5401_seed_3050_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.27694029742851856, + "vlm_logprob": -0.27694029742851856, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.27694029742851856, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3186781406402588 + ], + "opposite_logprob_tokens": [ + -0.3186781704425812 + ], + "logprob_reward": -1.3186781406402588, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3186781406402588, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1145523190498352, + 0.050241515040397644, + 0.059298574924468994, + 0.06452498584985733, + 0.04642774909734726, + 0.08782081305980682, + 0.1761084645986557, + 0.06505925208330154, + 0.2604477107524872, + 0.07551858574151993 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -1.3186781406402588 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638961933553219 + ], + "opposite_logprob_tokens": [ + -3.6513895988464355 + ], + "logprob_reward": -0.02638961933553219, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638961933553219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1085052490234375, + 0.06056783348321915, + 0.0801536962389946, + 0.13429388403892517, + 0.06705991923809052, + 0.0573892816901207, + 0.0633966401219368, + 0.07267885655164719, + 0.29761168360710144, + 0.05834290757775307 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.02638961933553219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645131252706051 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008645131252706051, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645131252706051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13816191256046295, + 0.09961124509572983, + 0.08262769877910614, + 0.15938130021095276, + 0.1314193159341812, + 0.09108364582061768, + 0.05917918682098389, + 0.11453877389431, + 0.05835265666246414, + 0.06564434617757797 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.008645131252706051 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635258063673973 + ], + "opposite_logprob_tokens": [ + -3.651352643966675 + ], + "logprob_reward": -0.02635258063673973, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635258063673973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1422167420387268, + 0.09440573304891586, + 0.10352525115013123, + 0.06612467020750046, + 0.15086224675178528, + 0.07705587148666382, + 0.11572927981615067, + 0.05731077119708061, + 0.14684240520000458, + 0.0459270253777504 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.02635258063673973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636015277355909 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004636015277355909, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636015277355909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18000800907611847, + 0.04217471182346344, + 0.07477004081010818, + 0.11871686577796936, + 0.053633689880371094, + 0.11392024159431458, + 0.24915966391563416, + 0.04705115035176277, + 0.036453623324632645, + 0.08411204814910889 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.004636015277355909 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, handheld, eye-level medium shot captures a man in his thirties speaking passionately, the camera's unsteady movements reflecting his energetic expression. He has slightly tousled dark brown hair and a light stubble on his chin. He wears a well-worn, dark blue denim jacket over a simple, heather-gray, crew-neck T-shirt. As he speaks directly to the camera, he rhythmically moves his head from side to side to emphasize key points, his expression a blend of genuine conviction and urgency. His hands are in constant, expressive motion; he decisively traces a point in the air with one hand and then opens his arms, as if presenting a grand idea. The background is a crowded, out-of-focus blur of a crowded interior, perhaps a conference hall, where blurred figures mill about and converse, their movements adding to the scene's dynamic chaos. Bright, slightly harsh overhead lighting illuminates the environment, casting subtle, shifting shadows on his face and capturing the texture of his denim jacket, creating a raw, documentary-style atmosphere imbued with a sense of immediacy and unfiltered communication.", + "seed": 3051, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_11/index_5401_seed_3051_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.29329066555947064, + "vlm_logprob": -0.29329066555947064, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.29329066555947064, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.409589171409607 + ], + "opposite_logprob_tokens": [ + -0.2845892012119293 + ], + "logprob_reward": -1.409589171409607, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.409589171409607, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21729403734207153, + 0.09977423399686813, + 0.09085636585950851, + 0.05854407697916031, + 0.07973659038543701, + 0.09446833282709122, + 0.12010599672794342, + 0.06780900806188583, + 0.0752900019288063, + 0.09612137824296951 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -1.409589171409607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598890259861946 + ], + "opposite_logprob_tokens": [ + -3.895598888397217 + ], + "logprob_reward": -0.020598890259861946, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598890259861946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18870826065540314, + 0.1540297120809555, + 0.07547050714492798, + 0.08804140239953995, + 0.05860617756843567, + 0.04673966392874718, + 0.22420617938041687, + 0.07973968982696533, + 0.02783566154539585, + 0.0566226989030838 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.020598890259861946 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781880304217339 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781880304217339, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781880304217339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.208643838763237, + 0.16230341792106628, + 0.07395441830158234, + 0.10911433398723602, + 0.07472947984933853, + 0.05621786043047905, + 0.149932399392128, + 0.08602185547351837, + 0.037787195295095444, + 0.04129523038864136 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.009781880304217339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293431848287582 + ], + "opposite_logprob_tokens": [ + -3.7732934951782227 + ], + "logprob_reward": -0.023293431848287582, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293431848287582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05712369829416275, + 0.46449166536331177, + 0.04725369065999985, + 0.029252812266349792, + 0.030871951952576637, + 0.03725422918796539, + 0.1051919013261795, + 0.08073921501636505, + 0.05275868996977806, + 0.09506218880414963 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.023293431848287582 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189953975379467 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.003189953975379467, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189953975379467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25860297679901123, + 0.1356973797082901, + 0.050720635801553726, + 0.13477057218551636, + 0.07865151762962341, + 0.04773307964205742, + 0.12004946917295456, + 0.04327336326241493, + 0.05385011062026024, + 0.07665091753005981 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.003189953975379467 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shaky, handheld, eye-level medium shot captures a man in his thirties speaking passionately, the camera's unsteady movements reflecting his energetic expression. He has slightly tousled dark brown hair and a light stubble on his chin. He wears a well-worn, dark blue denim jacket over a simple, heather-gray, crew-neck T-shirt. As he speaks directly to the camera, he rhythmically moves his head from side to side to emphasize key points, his expression a blend of genuine conviction and urgency. His hands are in constant, expressive motion; he decisively traces a point in the air with one hand and then opens his arms, as if presenting a grand idea. The background is a crowded, out-of-focus blur of a crowded interior, perhaps a conference hall, where blurred figures mill about and converse, their movements adding to the scene's dynamic chaos. Bright, slightly harsh overhead lighting illuminates the environment, casting subtle, shifting shadows on his face and capturing the texture of his denim jacket, creating a raw, documentary-style atmosphere imbued with a sense of immediacy and unfiltered communication.", + "seed": 3052, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_11/index_5401_seed_3052_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1766165810637176, + "vlm_logprob": -0.1766165810637176, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.1766165810637176, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8342030644416809 + ], + "opposite_logprob_tokens": [ + -0.5842030644416809 + ], + "logprob_reward": -0.8342030644416809, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8342030644416809, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18407779932022095, + 0.05012345686554909, + 0.06585369259119034, + 0.059380557388067245, + 0.023367036134004593, + 0.06033555418252945, + 0.26685860753059387, + 0.04348781332373619, + 0.04181865230202675, + 0.20469675958156586 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.8342030644416809 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363611221313477 + ], + "opposite_logprob_tokens": [ + -3.6513636112213135 + ], + "logprob_reward": -0.026363611221313477, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363611221313477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.239466592669487, + 0.06856934726238251, + 0.04392150044441223, + 0.0409042164683342, + 0.03643364831805229, + 0.027586551383137703, + 0.15033474564552307, + 0.105777807533741, + 0.14012816548347473, + 0.14687739312648773 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.026363611221313477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639931678771973 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639931678771973, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639931678771973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2005687803030014, + 0.05466923117637634, + 0.036933187395334244, + 0.07571310549974442, + 0.07068982720375061, + 0.12958158552646637, + 0.1291058361530304, + 0.058864776045084, + 0.08844571560621262, + 0.155427947640419 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.008639931678771973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978435855358839 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.00978435855358839, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978435855358839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10548818111419678, + 0.06341130286455154, + 0.03984534367918968, + 0.06476613134145737, + 0.018368128687143326, + 0.08565991371870041, + 0.12083866447210312, + 0.018744420260190964, + 0.032198432832956314, + 0.4506795406341553 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.00978435855358839 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot shaky and handheld?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his thirties with dark brown hair and light stubble?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark blue denim jacket over a heather-gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man move his head rhythmically from side to side and use expressive hand gestures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a crowded, out-of-focus interior with blurred figures moving around?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091939423233271 + ], + "opposite_logprob_tokens": [ + -5.504091739654541 + ], + "logprob_reward": -0.004091939423233271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091939423233271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09707657992839813, + 0.11547556519508362, + 0.05238967016339302, + 0.19592483341693878, + 0.02568466030061245, + 0.028695549815893173, + 0.06478011608123779, + 0.13688603043556213, + 0.04529261961579323, + 0.23779435455799103 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.004091939423233271 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_12/index_tensor([3616, 3616])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_12/index_tensor([3616, 3616])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4e46a9befa5ecbf79a59544c2eb2c425b0eac6a3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_12/index_tensor([3616, 3616])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful overhead shot, the camera slowly and steadily tilting upward from the ground, captures a fantastical martial arts world imbued with the colors of the Dunhuang murals. At the center of the frame, a massive demon resembling the ancient guardian deity, King Kong, roars silently to the heavens. Its body appears to be a blend of bronze and rock. Beneath its tanned skin, every muscle fiber vibrates violently and at high frequency with immense stored energy. Its massive head snaps back, its mouth stretched to its limit, its facial muscles contorted in utter fury and agony, as if unleashing a silent roar that shakes the heavens. Its body is covered in shattered feathers of light, battered yet still gleaming with a divine aura. These feathers, like shattered glass, are sharp-edged, constantly fracturing and shattering as it vibrates. Captured in ultra-high frame rate slow motion, countless golden and cinnabar-colored particles of light burst forth from the cracks in its muscles and the fractures in its feathers, tracing fleeting, brilliant trails through the air. The movement is fluid beyond reality, and every detail is crystal clear. The background is a vast Gobi desert, with weathered ochre-red rocks rising one after another. The sky presents an unnatural gradient color between indigo and malachite green. A few wisps of strangely shaped auspicious clouds are dyed into warm orange by the setting sun, creating a sacred and tragic surreal epic atmosphere.", + "seed": 23083, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_12/index_3616_seed_23083_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02561497101560235, + "vlm_logprob": -0.02561497101560235, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.02561497101560235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0710226446390152 + ], + "opposite_logprob_tokens": [ + -2.6960227489471436 + ], + "logprob_reward": -0.0710226446390152, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0710226446390152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04419071972370148, + 0.01946568302810192, + 0.030377592891454697, + 0.07534638047218323, + 0.6985540390014648, + 0.03089524433016777, + 0.052076611667871475, + 0.0278793852776289, + 0.007161883637309074, + 0.014052433893084526 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.0710226446390152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818987913429737 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.01818987913429737, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818987913429737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06652756780385971, + 0.045427072793245316, + 0.0675172433257103, + 0.10963322967290878, + 0.18175174295902252, + 0.08700430393218994, + 0.055421970784664154, + 0.1459152102470398, + 0.08885541558265686, + 0.15194635093212128 + ], + "top_frames": [ + 4, + 9, + 7 + ], + "selected_reward": -0.01818987913429737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732518319040537 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.006732518319040537, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732518319040537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16414622962474823, + 0.05269915610551834, + 0.04879118502140045, + 0.041729990392923355, + 0.5024831891059875, + 0.018086986616253853, + 0.011065812781453133, + 0.09332094341516495, + 0.02502703294157982, + 0.042649514973163605 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.006732518319040537 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606719382107258 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.01606719382107258, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606719382107258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06283144652843475, + 0.03775566816329956, + 0.03417292982339859, + 0.09105763584375381, + 0.38407379388809204, + 0.08515680581331253, + 0.06660077720880508, + 0.10091739147901535, + 0.0860065147280693, + 0.05142711475491524 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.01606719382107258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062619164586067 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062619164586067, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062619164586067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15581758320331573, + 0.041367437690496445, + 0.041960958391427994, + 0.06935380399227142, + 0.2160029113292694, + 0.06798382103443146, + 0.1707805097103119, + 0.09172755479812622, + 0.09339259564876556, + 0.05161283537745476 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.016062619164586067 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera slowly and steadily tilting upward from the ground, captures a fantastical martial arts world imbued with the colors of the Dunhuang murals. At the center of the frame, a massive demon resembling the ancient guardian deity, King Kong, roars silently to the heavens. Its body appears to be a blend of bronze and rock. Beneath its tanned skin, every muscle fiber vibrates violently and at high frequency with immense stored energy. Its massive head snaps back, its mouth stretched to its limit, its facial muscles contorted in utter fury and agony, as if unleashing a silent roar that shakes the heavens. Its body is covered in shattered feathers of light, battered yet still gleaming with a divine aura. These feathers, like shattered glass, are sharp-edged, constantly fracturing and shattering as it vibrates. Captured in ultra-high frame rate slow motion, countless golden and cinnabar-colored particles of light burst forth from the cracks in its muscles and the fractures in its feathers, tracing fleeting, brilliant trails through the air. The movement is fluid beyond reality, and every detail is crystal clear. The background is a vast Gobi desert, with weathered ochre-red rocks rising one after another. The sky presents an unnatural gradient color between indigo and malachite green. A few wisps of strangely shaped auspicious clouds are dyed into warm orange by the setting sun, creating a sacred and tragic surreal epic atmosphere.", + "seed": 23084, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_12/index_3616_seed_23084_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14934746511280536, + "vlm_logprob": -0.14934746511280536, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.14934746511280536, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6948844790458679 + ], + "opposite_logprob_tokens": [ + -0.6948844790458679 + ], + "logprob_reward": -0.6948844790458679, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6948844790458679, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2104453146457672, + 0.16985253989696503, + 0.11124424636363983, + 0.10742341727018356, + 0.06230699270963669, + 0.1144503578543663, + 0.04257652163505554, + 0.08476793020963669, + 0.05512145534157753, + 0.04181116819381714 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.6948844790458679 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645840920507908 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645840920507908, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645840920507908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20895040035247803, + 0.10014636814594269, + 0.16238562762737274, + 0.10506762564182281, + 0.1329679638147354, + 0.07094074785709381, + 0.06106391176581383, + 0.07238132506608963, + 0.053696371614933014, + 0.03239966928958893 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.008645840920507908 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072029359638691 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072029359638691, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072029359638691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20987948775291443, + 0.1860748529434204, + 0.08720953017473221, + 0.12954829633235931, + 0.02364199422299862, + 0.08126669377088547, + 0.06041020154953003, + 0.140926793217659, + 0.053546708077192307, + 0.027495523914694786 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.011072029359638691 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071300953626633 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071300953626633, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071300953626633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20169687271118164, + 0.07993820309638977, + 0.05312228947877884, + 0.053049080073833466, + 0.08575897663831711, + 0.1146288812160492, + 0.11491046100854874, + 0.11243070662021637, + 0.12618577480316162, + 0.058278754353523254 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.016071300953626633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606367528438568 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.01606367528438568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606367528438568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25062844157218933, + 0.04185260832309723, + 0.12306787818670273, + 0.05775618553161621, + 0.0718894824385643, + 0.08151835203170776, + 0.0880362018942833, + 0.05138581618666649, + 0.06067828834056854, + 0.17318668961524963 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.01606367528438568 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera slowly and steadily tilting upward from the ground, captures a fantastical martial arts world imbued with the colors of the Dunhuang murals. At the center of the frame, a massive demon resembling the ancient guardian deity, King Kong, roars silently to the heavens. Its body appears to be a blend of bronze and rock. Beneath its tanned skin, every muscle fiber vibrates violently and at high frequency with immense stored energy. Its massive head snaps back, its mouth stretched to its limit, its facial muscles contorted in utter fury and agony, as if unleashing a silent roar that shakes the heavens. Its body is covered in shattered feathers of light, battered yet still gleaming with a divine aura. These feathers, like shattered glass, are sharp-edged, constantly fracturing and shattering as it vibrates. Captured in ultra-high frame rate slow motion, countless golden and cinnabar-colored particles of light burst forth from the cracks in its muscles and the fractures in its feathers, tracing fleeting, brilliant trails through the air. The movement is fluid beyond reality, and every detail is crystal clear. The background is a vast Gobi desert, with weathered ochre-red rocks rising one after another. The sky presents an unnatural gradient color between indigo and malachite green. A few wisps of strangely shaped auspicious clouds are dyed into warm orange by the setting sun, creating a sacred and tragic surreal epic atmosphere.", + "seed": 23085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_12/index_3616_seed_23085_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09035538770258426, + "vlm_logprob": -0.09035538770258426, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.09035538770258426, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38906219601631165 + ], + "opposite_logprob_tokens": [ + -1.1390621662139893 + ], + "logprob_reward": -0.38906219601631165, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38906219601631165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16424913704395294, + 0.11307044327259064, + 0.1265915185213089, + 0.05004676803946495, + 0.050602108240127563, + 0.061846327036619186, + 0.04747253656387329, + 0.07877073436975479, + 0.09792160987854004, + 0.2094288021326065 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.38906219601631165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363378390669823 + ], + "opposite_logprob_tokens": [ + -3.6513633728027344 + ], + "logprob_reward": -0.026363378390669823, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363378390669823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27481597661972046, + 0.08410314470529556, + 0.05393869802355766, + 0.1193297952413559, + 0.0257901381701231, + 0.0500192791223526, + 0.03796955198049545, + 0.17619271576404572, + 0.07701728492975235, + 0.10082335770130157 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.026363378390669823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107603870332241 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.01107603870332241, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107603870332241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13481758534908295, + 0.061527784913778305, + 0.04628013074398041, + 0.030583158135414124, + 0.08740882575511932, + 0.05617512762546539, + 0.08350876718759537, + 0.07150832563638687, + 0.19455662369728088, + 0.23363375663757324 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.01107603870332241 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142021169885993 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.0142021169885993, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142021169885993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10350978374481201, + 0.09973332285881042, + 0.2915600836277008, + 0.05130656063556671, + 0.040499404072761536, + 0.06241372600197792, + 0.07254572212696075, + 0.04358578473329544, + 0.14914165437221527, + 0.08570394665002823 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.0142021169885993 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073208414018154 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011073208414018154, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073208414018154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16965526342391968, + 0.1857648491859436, + 0.08888811618089676, + 0.04688210040330887, + 0.03713281825184822, + 0.034192293882369995, + 0.1336110383272171, + 0.06746706366539001, + 0.10077303647994995, + 0.1356334388256073 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.011073208414018154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, the camera slowly and steadily tilting upward from the ground, captures a fantastical martial arts world imbued with the colors of the Dunhuang murals. At the center of the frame, a massive demon resembling the ancient guardian deity, King Kong, roars silently to the heavens. Its body appears to be a blend of bronze and rock. Beneath its tanned skin, every muscle fiber vibrates violently and at high frequency with immense stored energy. Its massive head snaps back, its mouth stretched to its limit, its facial muscles contorted in utter fury and agony, as if unleashing a silent roar that shakes the heavens. Its body is covered in shattered feathers of light, battered yet still gleaming with a divine aura. These feathers, like shattered glass, are sharp-edged, constantly fracturing and shattering as it vibrates. Captured in ultra-high frame rate slow motion, countless golden and cinnabar-colored particles of light burst forth from the cracks in its muscles and the fractures in its feathers, tracing fleeting, brilliant trails through the air. The movement is fluid beyond reality, and every detail is crystal clear. The background is a vast Gobi desert, with weathered ochre-red rocks rising one after another. The sky presents an unnatural gradient color between indigo and malachite green. A few wisps of strangely shaped auspicious clouds are dyed into warm orange by the setting sun, creating a sacred and tragic surreal epic atmosphere.", + "seed": 23086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_12/index_3616_seed_23086_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11708682887256146, + "vlm_logprob": -0.11708682887256146, + "vlm_yes_no_margin": 3.474999952316284, + "vlm_token_credit": -0.11708682887256146, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5248492956161499 + ], + "opposite_logprob_tokens": [ + -0.8998492956161499 + ], + "logprob_reward": -0.5248492956161499, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5248492956161499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17507390677928925, + 0.045580994337797165, + 0.1514935940504074, + 0.12142109870910645, + 0.04822396859526634, + 0.12160870432853699, + 0.09226567298173904, + 0.08580657094717026, + 0.08124157041311264, + 0.07728394865989685 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.5248492956161499 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201998710632324 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014201998710632324, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201998710632324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06302613019943237, + 0.07273536920547485, + 0.052981507033109665, + 0.09993038326501846, + 0.21662023663520813, + 0.07371586561203003, + 0.2848554253578186, + 0.050228945910930634, + 0.05959673970937729, + 0.026309354230761528 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.014201998710632324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624572142958641 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624572142958641, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624572142958641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06053455173969269, + 0.1777169406414032, + 0.1619676649570465, + 0.022496074438095093, + 0.04236548766493797, + 0.07560305297374725, + 0.29510387778282166, + 0.05322589725255966, + 0.03831344097852707, + 0.072673000395298 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.007624572142958641 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818484626710415 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.01818484626710415, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818484626710415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045120757073163986, + 0.05136610195040703, + 0.04889768734574318, + 0.016770467162132263, + 0.10314393788576126, + 0.06458903104066849, + 0.4931710958480835, + 0.12520597875118256, + 0.016254732385277748, + 0.035480186343193054 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.01818484626710415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that slowly and steadily tilts upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central character a massive demon resembling King Kong with a body made of bronze and rock?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast Gobi desert featuring weathered ochre-red rocks and a sky with an indigo-to-malachite gradient?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are golden and cinnabar-colored particles of light bursting from the character's muscles and feathers in ultra-high frame rate slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the character's body covered in shattered, sharp-edged feathers of light that are constantly fracturing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020573431625962257 + ], + "opposite_logprob_tokens": [ + -3.895573377609253 + ], + "logprob_reward": -0.020573431625962257, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020573431625962257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03244738653302193, + 0.04127225652337074, + 0.051184941083192825, + 0.0852448046207428, + 0.08790773153305054, + 0.06826474517583847, + 0.5504668354988098, + 0.03793442249298096, + 0.013011196628212929, + 0.03226565197110176 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.020573431625962257 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_13/index_tensor([3993, 3993])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_13/index_tensor([3993, 3993])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..77e6e1e603df85a4817cb4f015490b9d53cc5162 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_13/index_tensor([3993, 3993])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera, in a fluid and majestic 360-degree panorama, captures the majestic majesty of Macau's Ruins of St. Paul's amidst a torrential downpour. Beneath the inky black sky, powerful, cool-toned floodlights project upward from the ground, creating a dramatic, high-contrast play of light and shadow, carving the historic monument's outlines from the darkness. Silvery threads of rain lash the weathered stone facade, flowing in countless tiny cascades along the intricate Baroque carvings. The water imbues the ancient stone with a deep patina, and every detail is sharply magnified by the intense light. The broad stone steps below, thoroughly drenched by rain, are as smooth as a mirror, clearly reflecting the illuminated archway and the streaks of rain streaking across the sky, creating a stark contrast against the inky night sky. As the camera steadily circles, light and shadow flow and change across every undulation of the building, highlighting the timeless, lonely and resilient beauty of this historic site amidst the fury of natural forces.", + "seed": 19262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_13/index_3993_seed_19262_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.7613543078303338, + "vlm_logprob": -0.7613543078303338, + "vlm_yes_no_margin": 0.925, + "vlm_token_credit": -0.7613543078303338, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43122628331184387 + ], + "opposite_logprob_tokens": [ + -1.0562262535095215 + ], + "logprob_reward": -0.43122628331184387, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43122628331184387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34605467319488525, + 0.11819317191839218, + 0.0810793861746788, + 0.15475447475910187, + 0.03764408081769943, + 0.03516600653529167, + 0.06280766427516937, + 0.0740908533334732, + 0.04320641979575157, + 0.04700326547026634 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.43122628331184387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370313167572021 + ], + "opposite_logprob_tokens": [ + -0.38703131675720215 + ], + "logprob_reward": -1.1370313167572021, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370313167572021, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6511738896369934, + 0.037309680134058, + 0.0734952986240387, + 0.027734877541661263, + 0.032426852732896805, + 0.02846488170325756, + 0.019181987270712852, + 0.03750814497470856, + 0.0599769689142704, + 0.03272738307714462 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -1.1370313167572021 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091247200965881 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091247200965881, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091247200965881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5938800573348999, + 0.05188578739762306, + 0.04762229695916176, + 0.03412546217441559, + 0.0563935711979866, + 0.03553535416722298, + 0.026645371690392494, + 0.039855603128671646, + 0.07624027132987976, + 0.03781624138355255 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.011091247200965881 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127013921737671 + ], + "opposite_logprob_tokens": [ + -0.12701383233070374 + ], + "logprob_reward": -2.127013921737671, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.127013921737671, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3755511939525604, + 0.08301667869091034, + 0.12159855663776398, + 0.06618198752403259, + 0.06944439560174942, + 0.06549663841724396, + 0.04560457542538643, + 0.048084571957588196, + 0.06816817820072174, + 0.05685326084494591 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -2.127013921737671 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10040877014398575 + ], + "opposite_logprob_tokens": [ + -2.3504087924957275 + ], + "logprob_reward": -0.10040877014398575, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10040877014398575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5191317796707153, + 0.06642918288707733, + 0.06896809488534927, + 0.04714294523000717, + 0.03647038713097572, + 0.0840691402554512, + 0.03996217995882034, + 0.03361954167485237, + 0.05547620356082916, + 0.048730526119470596 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.10040877014398575 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "The camera, in a fluid and majestic 360-degree panorama, captures the majestic majesty of Macau's Ruins of St. Paul's amidst a torrential downpour. Beneath the inky black sky, powerful, cool-toned floodlights project upward from the ground, creating a dramatic, high-contrast play of light and shadow, carving the historic monument's outlines from the darkness. Silvery threads of rain lash the weathered stone facade, flowing in countless tiny cascades along the intricate Baroque carvings. The water imbues the ancient stone with a deep patina, and every detail is sharply magnified by the intense light. The broad stone steps below, thoroughly drenched by rain, are as smooth as a mirror, clearly reflecting the illuminated archway and the streaks of rain streaking across the sky, creating a stark contrast against the inky night sky. As the camera steadily circles, light and shadow flow and change across every undulation of the building, highlighting the timeless, lonely and resilient beauty of this historic site amidst the fury of natural forces.", + "seed": 19263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_13/index_3993_seed_19263_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.40020376108586786, + "vlm_logprob": -0.40020376108586786, + "vlm_yes_no_margin": 1.875, + "vlm_token_credit": -0.40020376108586786, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39296281337738037 + ], + "opposite_logprob_tokens": [ + -1.1429628133773804 + ], + "logprob_reward": -0.39296281337738037, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.39296281337738037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2073923796415329, + 0.16319915652275085, + 0.06662607192993164, + 0.0631227046251297, + 0.07464712858200073, + 0.11725010722875595, + 0.12981000542640686, + 0.08512753248214722, + 0.05136539787054062, + 0.041459549218416214 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.39296281337738037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486540615558624 + ], + "opposite_logprob_tokens": [ + -1.22365403175354 + ], + "logprob_reward": -0.3486540615558624, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486540615558624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3681178092956543, + 0.12257221341133118, + 0.06495268642902374, + 0.0355076901614666, + 0.04280494526028633, + 0.07812776416540146, + 0.11915460973978043, + 0.10355588793754578, + 0.031810685992240906, + 0.03339575231075287 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.3486540615558624 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005966471508145332 + ], + "opposite_logprob_tokens": [ + -5.130966663360596 + ], + "logprob_reward": -0.005966471508145332, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005966471508145332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29609182476997375, + 0.1802585870027542, + 0.06767221540212631, + 0.03790092468261719, + 0.05699112266302109, + 0.08532731235027313, + 0.09214844554662704, + 0.07254184037446976, + 0.05516651272773743, + 0.05590122938156128 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.005966471508145332 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236027717590332 + ], + "opposite_logprob_tokens": [ + -0.3486027419567108 + ], + "logprob_reward": -1.2236027717590332, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236027717590332, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3632563650608063, + 0.15220190584659576, + 0.04639815166592598, + 0.07139719277620316, + 0.09735136479139328, + 0.027566934004426003, + 0.0352298878133297, + 0.10221345722675323, + 0.07574187219142914, + 0.02864285744726658 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -1.2236027717590332 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029832687228918076 + ], + "opposite_logprob_tokens": [ + -3.529832601547241 + ], + "logprob_reward": -0.029832687228918076, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029832687228918076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2381589561700821, + 0.1043529137969017, + 0.06876473128795624, + 0.07251003384590149, + 0.11862485110759735, + 0.1230439841747284, + 0.05587277188897133, + 0.08084932714700699, + 0.10974638909101486, + 0.028076069429516792 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.029832687228918076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "The camera, in a fluid and majestic 360-degree panorama, captures the majestic majesty of Macau's Ruins of St. Paul's amidst a torrential downpour. Beneath the inky black sky, powerful, cool-toned floodlights project upward from the ground, creating a dramatic, high-contrast play of light and shadow, carving the historic monument's outlines from the darkness. Silvery threads of rain lash the weathered stone facade, flowing in countless tiny cascades along the intricate Baroque carvings. The water imbues the ancient stone with a deep patina, and every detail is sharply magnified by the intense light. The broad stone steps below, thoroughly drenched by rain, are as smooth as a mirror, clearly reflecting the illuminated archway and the streaks of rain streaking across the sky, creating a stark contrast against the inky night sky. As the camera steadily circles, light and shadow flow and change across every undulation of the building, highlighting the timeless, lonely and resilient beauty of this historic site amidst the fury of natural forces.", + "seed": 19264, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_13/index_3993_seed_19264_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5780918370001018, + "vlm_logprob": -0.5780918370001018, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.5780918370001018, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28629255294799805 + ], + "opposite_logprob_tokens": [ + -1.411292552947998 + ], + "logprob_reward": -0.28629255294799805, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28629255294799805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6297197341918945, + 0.0581635981798172, + 0.045652929693460464, + 0.048748984932899475, + 0.0408962145447731, + 0.02068568952381611, + 0.042035941034555435, + 0.043822821229696274, + 0.04078396037220955, + 0.02949012629687786 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.28629255294799805 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346216797828674 + ], + "opposite_logprob_tokens": [ + -1.3134621381759644 + ], + "logprob_reward": -0.31346216797828674, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346216797828674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30259302258491516, + 0.09441523998975754, + 0.2211790680885315, + 0.06053343787789345, + 0.037507690489292145, + 0.05898258090019226, + 0.02912602759897709, + 0.04087665677070618, + 0.12940825521945953, + 0.025377975776791573 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.31346216797828674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103930201381445 + ], + "opposite_logprob_tokens": [ + -5.504104137420654 + ], + "logprob_reward": -0.004103930201381445, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103930201381445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7674819827079773, + 0.03184770792722702, + 0.054084520787000656, + 0.030477583408355713, + 0.021842719987034798, + 0.008878440596163273, + 0.028622230514883995, + 0.016849858686327934, + 0.022988716140389442, + 0.016926219686865807 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004103930201381445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2378995418548584 + ], + "opposite_logprob_tokens": [ + -0.112899549305439 + ], + "logprob_reward": -2.2378995418548584, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2378995418548584, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.252625435590744, + 0.10824180394411087, + 0.3328656256198883, + 0.05733977258205414, + 0.054299600422382355, + 0.03280993178486824, + 0.045009978115558624, + 0.01902654394507408, + 0.04339246451854706, + 0.054388877004384995 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -2.2378995418548584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870099201798439 + ], + "opposite_logprob_tokens": [ + -3.048701047897339 + ], + "logprob_reward": -0.04870099201798439, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870099201798439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41394028067588806, + 0.04828910157084465, + 0.23951725661754608, + 0.03702252358198166, + 0.06015270575881004, + 0.010259340517222881, + 0.08772499114274979, + 0.02602551504969597, + 0.01856878586113453, + 0.0584995336830616 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.04870099201798439 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "The camera, in a fluid and majestic 360-degree panorama, captures the majestic majesty of Macau's Ruins of St. Paul's amidst a torrential downpour. Beneath the inky black sky, powerful, cool-toned floodlights project upward from the ground, creating a dramatic, high-contrast play of light and shadow, carving the historic monument's outlines from the darkness. Silvery threads of rain lash the weathered stone facade, flowing in countless tiny cascades along the intricate Baroque carvings. The water imbues the ancient stone with a deep patina, and every detail is sharply magnified by the intense light. The broad stone steps below, thoroughly drenched by rain, are as smooth as a mirror, clearly reflecting the illuminated archway and the streaks of rain streaking across the sky, creating a stark contrast against the inky night sky. As the camera steadily circles, light and shadow flow and change across every undulation of the building, highlighting the timeless, lonely and resilient beauty of this historic site amidst the fury of natural forces.", + "seed": 19265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_13/index_3993_seed_19265_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.7423881909810006, + "vlm_logprob": -0.7423881909810006, + "vlm_yes_no_margin": 1.4, + "vlm_token_credit": -0.7423881909810006, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3906426727771759 + ], + "opposite_logprob_tokens": [ + -1.1406426429748535 + ], + "logprob_reward": -0.3906426727771759, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3906426727771759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3122693598270416, + 0.11307918280363083, + 0.09952251613140106, + 0.0627603754401207, + 0.046699535101652145, + 0.07503364980220795, + 0.08581199496984482, + 0.052733417600393295, + 0.09254568070173264, + 0.05954432487487793 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.3906426727771759 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370490789413452 + ], + "opposite_logprob_tokens": [ + -0.3870490491390228 + ], + "logprob_reward": -1.1370490789413452, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370490789413452, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17577873170375824, + 0.21220169961452484, + 0.2713980972766876, + 0.02842741273343563, + 0.06324583292007446, + 0.06580886244773865, + 0.09895405173301697, + 0.03558972105383873, + 0.03238389268517494, + 0.016211776062846184 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -1.1370490789413452 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00220853416249156 + ], + "opposite_logprob_tokens": [ + -6.127208709716797 + ], + "logprob_reward": -0.00220853416249156, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00220853416249156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1724621057510376, + 0.14766089618206024, + 0.28725600242614746, + 0.07546231895685196, + 0.05637374147772789, + 0.0932859554886818, + 0.06549505144357681, + 0.03443219140172005, + 0.034682296216487885, + 0.03288951888680458 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.00220853416249156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.127016305923462 + ], + "opposite_logprob_tokens": [ + -0.1270163506269455 + ], + "logprob_reward": -2.127016305923462, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.127016305923462, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11496543884277344, + 0.13073016703128815, + 0.12173537164926529, + 0.06823252886533737, + 0.05847473815083504, + 0.06237589567899704, + 0.1573241949081421, + 0.17023637890815735, + 0.06638447195291519, + 0.04954078793525696 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -2.127016305923462 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at the Ruins of St. Paul's in Macau?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the weather characterized by a torrential downpour with visible rain streaks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are powerful cool-toned floodlights projecting upward from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady 360-degree circular pan around the building?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the broad stone steps below the ruins visibly wet and reflective like a mirror?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05502436310052872 + ], + "opposite_logprob_tokens": [ + -2.9300243854522705 + ], + "logprob_reward": -0.05502436310052872, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05502436310052872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5596849322319031, + 0.04386778920888901, + 0.04156620800495148, + 0.02085447870194912, + 0.02048996463418007, + 0.05517503619194031, + 0.052040692418813705, + 0.07460169494152069, + 0.03815282881259918, + 0.09356638044118881 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.05502436310052872 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_14/index_tensor([9692, 9692])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_14/index_tensor([9692, 9692])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5836634796c6727a944bdec589d61ff858668de3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_14/index_tensor([9692, 9692])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle shot, shot upward from the street, captures the drama of a modern city on a rainy night. The downpour pours down, its droplets sharply outlined against the flickering neon lights and cold streetlights below. The camera focuses on the upper middle section of a skyscraper, its sleek glass facade reflecting the hazy light trails of the city. Suddenly, this tranquility is violently shattered. Without warning, a massive, ancient bronze head of a Taotie beast crashes through the glass facade from the inside out, completing a breathtaking escape. The Taotie's face is covered in intricate, interwoven patterns of ancient cloud and thunder patterns, its mottled patina etched with a deep metallic sheen by the rain. Its jawless, ravenous maw seems poised to devour the entire night, its wide-open eyes gleaming with an unnatural, fierce light. As it bursts forth, thousands of shards of glass explode outward, tumbling through the air like a deadly hailstorm. Each fragment sharply reflects the warm office lights leaking through the breach and the cool neon lights of the outside world, creating a chaotic and dazzling rain of light. The entire image takes on a cinematic quality, characterized by sharpened noise and noticeable film grain. This surreal scene appears exceptionally realistic and rough in its details, creating a powerful and tense atmosphere of myth descending into reality.", + "seed": 29357, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_14/index_9692_seed_29357_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07507501505315303, + "vlm_logprob": -0.07507501505315303, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.07507501505315303, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2528172731399536 + ], + "opposite_logprob_tokens": [ + -1.5028172731399536 + ], + "logprob_reward": -0.2528172731399536, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2528172731399536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2815990746021271, + 0.2092590034008026, + 0.11620954424142838, + 0.13352686166763306, + 0.046372752636671066, + 0.049551185220479965, + 0.04845400154590607, + 0.035421207547187805, + 0.026861028745770454, + 0.05274532362818718 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.2528172731399536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309811070561409 + ], + "opposite_logprob_tokens": [ + -3.168098211288452 + ], + "logprob_reward": -0.04309811070561409, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309811070561409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19654788076877594, + 0.10233771800994873, + 0.0817442238330841, + 0.17071108520030975, + 0.051229167729616165, + 0.07937873899936676, + 0.04945925623178482, + 0.0524308979511261, + 0.06801639497280121, + 0.14814463257789612 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.04309811070561409 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330717444419861 + ], + "opposite_logprob_tokens": [ + -3.7733070850372314 + ], + "logprob_reward": -0.02330717444419861, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330717444419861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08230692893266678, + 0.08591334521770477, + 0.07426456362009048, + 0.12944084405899048, + 0.10083507001399994, + 0.10050291568040848, + 0.13593058288097382, + 0.12889064848423004, + 0.07944075763225555, + 0.08247438818216324 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.02330717444419861 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801908880472183 + ], + "opposite_logprob_tokens": [ + -3.529801845550537 + ], + "logprob_reward": -0.029801908880472183, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801908880472183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17776906490325928, + 0.0715145468711853, + 0.09859972447156906, + 0.1279083490371704, + 0.037298534065485, + 0.07033267617225647, + 0.04411604627966881, + 0.07522425055503845, + 0.058107730001211166, + 0.23912914097309113 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.029801908880472183 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350608095526695 + ], + "opposite_logprob_tokens": [ + -3.651350498199463 + ], + "logprob_reward": -0.026350608095526695, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350608095526695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.339557021856308, + 0.2295379489660263, + 0.04291782155632973, + 0.07502225041389465, + 0.06098219379782677, + 0.06351736187934875, + 0.05283600464463234, + 0.04766756296157837, + 0.03330576792359352, + 0.054656002670526505 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.026350608095526695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot upward from the street, captures the drama of a modern city on a rainy night. The downpour pours down, its droplets sharply outlined against the flickering neon lights and cold streetlights below. The camera focuses on the upper middle section of a skyscraper, its sleek glass facade reflecting the hazy light trails of the city. Suddenly, this tranquility is violently shattered. Without warning, a massive, ancient bronze head of a Taotie beast crashes through the glass facade from the inside out, completing a breathtaking escape. The Taotie's face is covered in intricate, interwoven patterns of ancient cloud and thunder patterns, its mottled patina etched with a deep metallic sheen by the rain. Its jawless, ravenous maw seems poised to devour the entire night, its wide-open eyes gleaming with an unnatural, fierce light. As it bursts forth, thousands of shards of glass explode outward, tumbling through the air like a deadly hailstorm. Each fragment sharply reflects the warm office lights leaking through the breach and the cool neon lights of the outside world, creating a chaotic and dazzling rain of light. The entire image takes on a cinematic quality, characterized by sharpened noise and noticeable film grain. This surreal scene appears exceptionally realistic and rough in its details, creating a powerful and tense atmosphere of myth descending into reality.", + "seed": 29358, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_14/index_9692_seed_29358_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.032484829612076285, + "vlm_logprob": -0.032484829612076285, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.032484829612076285, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06274357438087463 + ], + "opposite_logprob_tokens": [ + -2.812743663787842 + ], + "logprob_reward": -0.06274357438087463, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06274357438087463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17247909307479858, + 0.101246178150177, + 0.099326491355896, + 0.09219474345445633, + 0.06658216565847397, + 0.03495899960398674, + 0.04159566015005112, + 0.03915360942482948, + 0.25345903635025024, + 0.09900400787591934 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.06274357438087463 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026375453919172287 + ], + "opposite_logprob_tokens": [ + -3.6513755321502686 + ], + "logprob_reward": -0.026375453919172287, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026375453919172287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06587808579206467, + 0.10662844032049179, + 0.0656997412443161, + 0.13212989270687103, + 0.14090648293495178, + 0.04668375477194786, + 0.06964865326881409, + 0.0572124719619751, + 0.22724585235118866, + 0.0879666656255722 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.026375453919172287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982296794652939 + ], + "opposite_logprob_tokens": [ + -3.529823064804077 + ], + "logprob_reward": -0.02982296794652939, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982296794652939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07559160143136978, + 0.07884133607149124, + 0.0695905089378357, + 0.1485384702682495, + 0.12361753731966019, + 0.06610359251499176, + 0.19715023040771484, + 0.03878434747457504, + 0.13268953561782837, + 0.06909281015396118 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.02982296794652939 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781171567738056 + ], + "opposite_logprob_tokens": [ + -4.634781360626221 + ], + "logprob_reward": -0.009781171567738056, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781171567738056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06985720247030258, + 0.048104580491781235, + 0.027656396850943565, + 0.09089847654104233, + 0.05527515709400177, + 0.06664848327636719, + 0.05750889703631401, + 0.02983894757926464, + 0.3065001666545868, + 0.247711643576622 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.009781171567738056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370098024606705 + ], + "opposite_logprob_tokens": [ + -3.408700942993164 + ], + "logprob_reward": -0.03370098024606705, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370098024606705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07745879143476486, + 0.09030979126691818, + 0.027408380061388016, + 0.04829276353120804, + 0.056931398808956146, + 0.041465889662504196, + 0.043157901614904404, + 0.05608968064188957, + 0.4726199507713318, + 0.0862654447555542 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.03370098024606705 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot upward from the street, captures the drama of a modern city on a rainy night. The downpour pours down, its droplets sharply outlined against the flickering neon lights and cold streetlights below. The camera focuses on the upper middle section of a skyscraper, its sleek glass facade reflecting the hazy light trails of the city. Suddenly, this tranquility is violently shattered. Without warning, a massive, ancient bronze head of a Taotie beast crashes through the glass facade from the inside out, completing a breathtaking escape. The Taotie's face is covered in intricate, interwoven patterns of ancient cloud and thunder patterns, its mottled patina etched with a deep metallic sheen by the rain. Its jawless, ravenous maw seems poised to devour the entire night, its wide-open eyes gleaming with an unnatural, fierce light. As it bursts forth, thousands of shards of glass explode outward, tumbling through the air like a deadly hailstorm. Each fragment sharply reflects the warm office lights leaking through the breach and the cool neon lights of the outside world, creating a chaotic and dazzling rain of light. The entire image takes on a cinematic quality, characterized by sharpened noise and noticeable film grain. This surreal scene appears exceptionally realistic and rough in its details, creating a powerful and tense atmosphere of myth descending into reality.", + "seed": 29359, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_14/index_9692_seed_29359_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019192089326679707, + "vlm_logprob": -0.019192089326679707, + "vlm_yes_no_margin": 4.049999952316284, + "vlm_token_credit": -0.019192089326679707, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008559090085327625 + ], + "opposite_logprob_tokens": [ + -4.883559226989746 + ], + "logprob_reward": -0.008559090085327625, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008559090085327625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4348592758178711, + 0.23723837733268738, + 0.03980858996510506, + 0.034596867859363556, + 0.07931410521268845, + 0.020829876884818077, + 0.01792081445455551, + 0.059030767530202866, + 0.04893539100885391, + 0.027465876191854477 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.008559090085327625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983245626091957 + ], + "opposite_logprob_tokens": [ + -3.529832363128662 + ], + "logprob_reward": -0.02983245626091957, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983245626091957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23469609022140503, + 0.10477393120527267, + 0.0887114554643631, + 0.09207733720541, + 0.07960089296102524, + 0.03145956993103027, + 0.04072516784071922, + 0.0702781230211258, + 0.0705256536602974, + 0.1871517300605774 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02983245626091957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208257853984833 + ], + "opposite_logprob_tokens": [ + -4.018208026885986 + ], + "logprob_reward": -0.018208257853984833, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018208257853984833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17477242648601532, + 0.07903720438480377, + 0.06796454638242722, + 0.07317204773426056, + 0.13157321512699127, + 0.03702923282980919, + 0.03736307844519615, + 0.1684611439704895, + 0.1500464230775833, + 0.08058071881532669 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.018208257853984833 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606954075396061 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.01606954075396061, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606954075396061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21963803470134735, + 0.20890742540359497, + 0.1156325489282608, + 0.12138061225414276, + 0.05253303796052933, + 0.04733063653111458, + 0.039640750735998154, + 0.0759371742606163, + 0.031048448756337166, + 0.08795129507780075 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01606954075396061 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291101679205894 + ], + "opposite_logprob_tokens": [ + -3.7732911109924316 + ], + "logprob_reward": -0.023291101679205894, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291101679205894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16962815821170807, + 0.18384769558906555, + 0.09798997640609741, + 0.028174426406621933, + 0.0246944110840559, + 0.021810611709952354, + 0.05840202420949936, + 0.37184739112854004, + 0.02145117148756981, + 0.0221541877835989 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.023291101679205894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot upward from the street, captures the drama of a modern city on a rainy night. The downpour pours down, its droplets sharply outlined against the flickering neon lights and cold streetlights below. The camera focuses on the upper middle section of a skyscraper, its sleek glass facade reflecting the hazy light trails of the city. Suddenly, this tranquility is violently shattered. Without warning, a massive, ancient bronze head of a Taotie beast crashes through the glass facade from the inside out, completing a breathtaking escape. The Taotie's face is covered in intricate, interwoven patterns of ancient cloud and thunder patterns, its mottled patina etched with a deep metallic sheen by the rain. Its jawless, ravenous maw seems poised to devour the entire night, its wide-open eyes gleaming with an unnatural, fierce light. As it bursts forth, thousands of shards of glass explode outward, tumbling through the air like a deadly hailstorm. Each fragment sharply reflects the warm office lights leaking through the breach and the cool neon lights of the outside world, creating a chaotic and dazzling rain of light. The entire image takes on a cinematic quality, characterized by sharpened noise and noticeable film grain. This surreal scene appears exceptionally realistic and rough in its details, creating a powerful and tense atmosphere of myth descending into reality.", + "seed": 29360, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_14/index_9692_seed_29360_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030282770842313768, + "vlm_logprob": -0.030282770842313768, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.030282770842313768, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04370537027716637 + ], + "opposite_logprob_tokens": [ + -3.168705463409424 + ], + "logprob_reward": -0.04370537027716637, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04370537027716637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3599182665348053, + 0.06035824865102768, + 0.09575092047452927, + 0.09399808943271637, + 0.043633028864860535, + 0.046346813440322876, + 0.05774855613708496, + 0.11467748135328293, + 0.10395456850528717, + 0.023613981902599335 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.04370537027716637 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012565255165100098 + ], + "opposite_logprob_tokens": [ + -4.3875651359558105 + ], + "logprob_reward": -0.012565255165100098, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012565255165100098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3744412064552307, + 0.08643640577793121, + 0.06890834122896194, + 0.052242401987314224, + 0.047098852694034576, + 0.05191242694854736, + 0.05605277046561241, + 0.07993654906749725, + 0.07815513014793396, + 0.10481590777635574 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.012565255165100098 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303329944610596 + ], + "opposite_logprob_tokens": [ + -3.773303270339966 + ], + "logprob_reward": -0.023303329944610596, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303329944610596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24448347091674805, + 0.05079486966133118, + 0.03610411286354065, + 0.07518293708562851, + 0.09702732414007187, + 0.07004185020923615, + 0.07689761370420456, + 0.05275769531726837, + 0.1569400429725647, + 0.13977007567882538 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.023303329944610596 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781643748283386 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781643748283386, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781643748283386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42290958762168884, + 0.05355112627148628, + 0.06286400556564331, + 0.05040992051362991, + 0.03887895494699478, + 0.0384872630238533, + 0.06003560870885849, + 0.07223769277334213, + 0.09686489403247833, + 0.10376092046499252 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.009781643748283386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern city on a rainy night with downpour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a massive ancient bronze head of a Taotie beast crash through the glass facade of a skyscraper from the inside out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the Taotie's face covered in intricate interwoven patterns of ancient cloud and thunder patterns with a mottled patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do thousands of glass shards explode outward tumbling through the air like a hailstorm upon the breach?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video exhibit a cinematic quality with sharpened noise and noticeable film grain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062058255076408386 + ], + "opposite_logprob_tokens": [ + -2.812058210372925 + ], + "logprob_reward": -0.062058255076408386, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062058255076408386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25276413559913635, + 0.11307190358638763, + 0.04375413432717323, + 0.1385853886604309, + 0.06584032624959946, + 0.04094327613711357, + 0.09381969273090363, + 0.11486943811178207, + 0.07912112027406693, + 0.057230617851018906 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.062058255076408386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_15/index_tensor([760, 760])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_15/index_tensor([760, 760])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b5faa6330129ce6a206afa3a4d2151144e1e0d27 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_15/index_tensor([760, 760])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tracking shot pans right from a low angle, followed by a surreal spectacle: a massive butterfly gallops across a vast expanse of grass, guiding a pure white horse. The horse is imposing, its muscles visible beneath its satiny coat, its long, flowing silver-white mane and tail dancing like silk in the wind. Perched securely on the horse's back is a massive butterfly, its wings nearly the length of the horse's body, a dazzling iridescence of deep sapphire, emerald, and shimmering gold in an intricate, symmetrical pattern, edged with velvety black. The butterfly's slender, powerful legs gracefully grasp the horse's mane, its long antennae confidently extended forward, as if sensing the wind and guiding the horse. They traverse a vast meadow bathed in the golden afternoon sun. The ground is covered with a vibrant array of wildflowers—crimson poppies, golden buttercups, and lavender cornflowers—swaying gently in the air currents as they gallop past. The horses' hooves, pounding vigorously, kick up fine dust and grass, creating a golden mist under the low-slanting sunlight. Butterflies flutter their wings in a steady and deliberate rhythm, each beat seemingly in perfect harmony with the horses' gallop. The entire scene is brimming with movement and vitality, with warm, saturated tones creating an atmosphere of freedom and harmony that is both majestic and imbued with a fairytale-like quality.", + "seed": 28349, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_15/index_760_seed_28349_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.25706492364406586, + "vlm_logprob": -0.25706492364406586, + "vlm_yes_no_margin": 1.875, + "vlm_token_credit": -0.25706492364406586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10054925084114075 + ], + "opposite_logprob_tokens": [ + -2.3505492210388184 + ], + "logprob_reward": -0.10054925084114075, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10054925084114075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.191458597779274, + 0.16442805528640747, + 0.13961178064346313, + 0.16412179172039032, + 0.1590452492237091, + 0.034393779933452606, + 0.05627258121967316, + 0.02428172156214714, + 0.05058630555868149, + 0.01580015756189823 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.10054925084114075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205747276544571 + ], + "opposite_logprob_tokens": [ + -2.8120574951171875 + ], + "logprob_reward": -0.06205747276544571, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205747276544571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07800523936748505, + 0.08511905372142792, + 0.06635421514511108, + 0.03493577614426613, + 0.03721288964152336, + 0.029674887657165527, + 0.020572984591126442, + 0.024837994948029518, + 0.6101687550544739, + 0.013118264265358448 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.06205747276544571 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291684687137604 + ], + "opposite_logprob_tokens": [ + -3.77329158782959 + ], + "logprob_reward": -0.023291684687137604, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291684687137604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14664745330810547, + 0.08374426513910294, + 0.1050049439072609, + 0.19003048539161682, + 0.06297510862350464, + 0.048011664301157, + 0.05386553332209587, + 0.035068053752183914, + 0.24616611003875732, + 0.02848634496331215 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.023291684687137604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761343836784363 + ], + "opposite_logprob_tokens": [ + -0.8261343836784363 + ], + "logprob_reward": -0.5761343836784363, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761343836784363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09523522853851318, + 0.10638037323951721, + 0.2608368694782257, + 0.21933437883853912, + 0.04959067329764366, + 0.07614010572433472, + 0.02349643036723137, + 0.03777797892689705, + 0.11397372931241989, + 0.01723424158990383 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.5761343836784363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523291826248169 + ], + "opposite_logprob_tokens": [ + -0.898291826248169 + ], + "logprob_reward": -0.523291826248169, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523291826248169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20394398272037506, + 0.18985706567764282, + 0.17868638038635254, + 0.10968983173370361, + 0.023955844342708588, + 0.03745407611131668, + 0.07713735848665237, + 0.05984098091721535, + 0.10062584280967712, + 0.018808642402291298 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.523291826248169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tracking shot pans right from a low angle, followed by a surreal spectacle: a massive butterfly gallops across a vast expanse of grass, guiding a pure white horse. The horse is imposing, its muscles visible beneath its satiny coat, its long, flowing silver-white mane and tail dancing like silk in the wind. Perched securely on the horse's back is a massive butterfly, its wings nearly the length of the horse's body, a dazzling iridescence of deep sapphire, emerald, and shimmering gold in an intricate, symmetrical pattern, edged with velvety black. The butterfly's slender, powerful legs gracefully grasp the horse's mane, its long antennae confidently extended forward, as if sensing the wind and guiding the horse. They traverse a vast meadow bathed in the golden afternoon sun. The ground is covered with a vibrant array of wildflowers—crimson poppies, golden buttercups, and lavender cornflowers—swaying gently in the air currents as they gallop past. The horses' hooves, pounding vigorously, kick up fine dust and grass, creating a golden mist under the low-slanting sunlight. Butterflies flutter their wings in a steady and deliberate rhythm, each beat seemingly in perfect harmony with the horses' gallop. The entire scene is brimming with movement and vitality, with warm, saturated tones creating an atmosphere of freedom and harmony that is both majestic and imbued with a fairytale-like quality.", + "seed": 28350, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_15/index_760_seed_28350_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3512222789227962, + "vlm_logprob": -0.3512222789227962, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.3512222789227962, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2524643838405609 + ], + "opposite_logprob_tokens": [ + -1.5024644136428833 + ], + "logprob_reward": -0.2524643838405609, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2524643838405609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15524104237556458, + 0.058955080807209015, + 0.16019248962402344, + 0.055953674018383026, + 0.17528164386749268, + 0.10386525839567184, + 0.028781482949852943, + 0.036360666155815125, + 0.04917685315012932, + 0.17619183659553528 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.2524643838405609 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029824934899806976 + ], + "opposite_logprob_tokens": [ + -3.52982497215271 + ], + "logprob_reward": -0.029824934899806976, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029824934899806976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09999506920576096, + 0.06099517270922661, + 0.05041368305683136, + 0.03896905854344368, + 0.05987459048628807, + 0.0786842405796051, + 0.10502765327692032, + 0.06247851997613907, + 0.32267171144485474, + 0.12089025229215622 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.029824934899806976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306358605623245 + ], + "opposite_logprob_tokens": [ + -3.773306369781494 + ], + "logprob_reward": -0.023306358605623245, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306358605623245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11105875670909882, + 0.08175883442163467, + 0.2642764747142792, + 0.09247901290655136, + 0.09380703419446945, + 0.04446682333946228, + 0.06672018766403198, + 0.02672254480421543, + 0.1488097906112671, + 0.06990054994821548 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.023306358605623245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370612382888794 + ], + "opposite_logprob_tokens": [ + -0.3870612680912018 + ], + "logprob_reward": -1.1370612382888794, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370612382888794, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17289768159389496, + 0.08977780491113663, + 0.03865739330649376, + 0.1988203227519989, + 0.04608909413218498, + 0.13832588493824005, + 0.16728942096233368, + 0.048668909817934036, + 0.04664437100291252, + 0.05282910168170929 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -1.1370612382888794 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134544789791107 + ], + "opposite_logprob_tokens": [ + -1.313454508781433 + ], + "logprob_reward": -0.3134544789791107, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134544789791107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16057069599628448, + 0.12415666878223419, + 0.04699022322893143, + 0.1356731653213501, + 0.04845711588859558, + 0.1793310046195984, + 0.1377444565296173, + 0.03968697041273117, + 0.07033194601535797, + 0.057057760655879974 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.3134544789791107 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "tracking shot pans right from a low angle, followed by a surreal spectacle: a massive butterfly gallops across a vast expanse of grass, guiding a pure white horse. The horse is imposing, its muscles visible beneath its satiny coat, its long, flowing silver-white mane and tail dancing like silk in the wind. Perched securely on the horse's back is a massive butterfly, its wings nearly the length of the horse's body, a dazzling iridescence of deep sapphire, emerald, and shimmering gold in an intricate, symmetrical pattern, edged with velvety black. The butterfly's slender, powerful legs gracefully grasp the horse's mane, its long antennae confidently extended forward, as if sensing the wind and guiding the horse. They traverse a vast meadow bathed in the golden afternoon sun. The ground is covered with a vibrant array of wildflowers—crimson poppies, golden buttercups, and lavender cornflowers—swaying gently in the air currents as they gallop past. The horses' hooves, pounding vigorously, kick up fine dust and grass, creating a golden mist under the low-slanting sunlight. Butterflies flutter their wings in a steady and deliberate rhythm, each beat seemingly in perfect harmony with the horses' gallop. The entire scene is brimming with movement and vitality, with warm, saturated tones creating an atmosphere of freedom and harmony that is both majestic and imbued with a fairytale-like quality.", + "seed": 28351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_15/index_760_seed_28351_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23861134089529515, + "vlm_logprob": -0.23861134089529515, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.23861134089529515, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02997904270887375 + ], + "opposite_logprob_tokens": [ + -3.5299789905548096 + ], + "logprob_reward": -0.02997904270887375, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02997904270887375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1365797072649002, + 0.13029417395591736, + 0.06644009798765182, + 0.09823295474052429, + 0.11376296728849411, + 0.231287881731987, + 0.06050940603017807, + 0.06908292323350906, + 0.02173278108239174, + 0.07207705825567245 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.02997904270887375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062068451195955276 + ], + "opposite_logprob_tokens": [ + -2.812068462371826 + ], + "logprob_reward": -0.062068451195955276, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062068451195955276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14547644555568695, + 0.08551445603370667, + 0.19113442301750183, + 0.04529798775911331, + 0.21742385625839233, + 0.045856792479753494, + 0.07434608787298203, + 0.044793784618377686, + 0.022966058924794197, + 0.12719011306762695 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.062068451195955276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059655450284481 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059655450284481, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059655450284481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23572906851768494, + 0.06459243595600128, + 0.0802716538310051, + 0.07943934947252274, + 0.19668109714984894, + 0.16803260147571564, + 0.05811982601881027, + 0.048366304486989975, + 0.028504466637969017, + 0.040263209491968155 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02059655450284481 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933579444885254 + ], + "opposite_logprob_tokens": [ + -0.6933579444885254 + ], + "logprob_reward": -0.6933579444885254, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933579444885254, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3472015857696533, + 0.04015705734491348, + 0.20483233034610748, + 0.03256991133093834, + 0.19865132868289948, + 0.05534924939274788, + 0.058296747505664825, + 0.021449489519000053, + 0.016815340146422386, + 0.024676965549588203 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.6933579444885254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870547115802765 + ], + "opposite_logprob_tokens": [ + -1.137054681777954 + ], + "logprob_reward": -0.3870547115802765, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870547115802765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18515151739120483, + 0.09860184043645859, + 0.10234109312295914, + 0.0598713718354702, + 0.08518412709236145, + 0.197174534201622, + 0.09416191279888153, + 0.061551883816719055, + 0.022350618615746498, + 0.09361111372709274 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.3870547115802765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "tracking shot pans right from a low angle, followed by a surreal spectacle: a massive butterfly gallops across a vast expanse of grass, guiding a pure white horse. The horse is imposing, its muscles visible beneath its satiny coat, its long, flowing silver-white mane and tail dancing like silk in the wind. Perched securely on the horse's back is a massive butterfly, its wings nearly the length of the horse's body, a dazzling iridescence of deep sapphire, emerald, and shimmering gold in an intricate, symmetrical pattern, edged with velvety black. The butterfly's slender, powerful legs gracefully grasp the horse's mane, its long antennae confidently extended forward, as if sensing the wind and guiding the horse. They traverse a vast meadow bathed in the golden afternoon sun. The ground is covered with a vibrant array of wildflowers—crimson poppies, golden buttercups, and lavender cornflowers—swaying gently in the air currents as they gallop past. The horses' hooves, pounding vigorously, kick up fine dust and grass, creating a golden mist under the low-slanting sunlight. Butterflies flutter their wings in a steady and deliberate rhythm, each beat seemingly in perfect harmony with the horses' gallop. The entire scene is brimming with movement and vitality, with warm, saturated tones creating an atmosphere of freedom and harmony that is both majestic and imbued with a fairytale-like quality.", + "seed": 28352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_15/index_760_seed_28352_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21794793866574763, + "vlm_logprob": -0.21794793866574763, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.21794793866574763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1800859123468399 + ], + "opposite_logprob_tokens": [ + -1.8050858974456787 + ], + "logprob_reward": -0.1800859123468399, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1800859123468399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14708375930786133, + 0.15053701400756836, + 0.16171354055404663, + 0.2258875072002411, + 0.08110833168029785, + 0.04832340404391289, + 0.06467138230800629, + 0.054590221494436264, + 0.033396534621715546, + 0.03268834203481674 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.1800859123468399 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033710777759552 + ], + "opposite_logprob_tokens": [ + -3.4087107181549072 + ], + "logprob_reward": -0.033710777759552, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033710777759552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14050951600074768, + 0.20887316763401031, + 0.26929545402526855, + 0.13621538877487183, + 0.06943253427743912, + 0.04334519803524017, + 0.03483228385448456, + 0.03523904085159302, + 0.01948053576052189, + 0.04277682304382324 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.033710777759552 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018195031210780144 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.018195031210780144, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018195031210780144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20540352165699005, + 0.1180921345949173, + 0.13447891175746918, + 0.13472777605056763, + 0.15680697560310364, + 0.06731909513473511, + 0.044151704758405685, + 0.04097273200750351, + 0.04127354174852371, + 0.056773580610752106 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.018195031210780144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42889079451560974 + ], + "opposite_logprob_tokens": [ + -1.0538908243179321 + ], + "logprob_reward": -0.42889079451560974, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42889079451560974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12393788248300552, + 0.11384176462888718, + 0.19036716222763062, + 0.16037584841251373, + 0.1208920106291771, + 0.12324605137109756, + 0.02730601467192173, + 0.05095766484737396, + 0.02199283055961132, + 0.06708277761936188 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.42889079451560974 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a massive butterfly perched on the back of a horse visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the horse pure white with visible muscles, a silver-white mane, and a silver-white tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the butterfly have wings with deep sapphire, emerald, and gold patterns edged with velvety black?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast meadow covered with crimson poppies, golden buttercups, and lavender cornflowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle tracking shot panning right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288571774959564 + ], + "opposite_logprob_tokens": [ + -1.0538572072982788 + ], + "logprob_reward": -0.4288571774959564, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288571774959564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15554216504096985, + 0.06312236189842224, + 0.14924398064613342, + 0.17175504565238953, + 0.02754403091967106, + 0.08930341899394989, + 0.05009683966636658, + 0.023282397538423538, + 0.05979060009121895, + 0.2103191465139389 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.4288571774959564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_2/index_tensor([8681, 8681])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_2/index_tensor([8681, 8681])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c29c5f53387e6ca605bd2d218229f60de7c28bb6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_2/index_tensor([8681, 8681])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "surreal first-person perspective shot propels the viewer forward at tremendous speed, navigating the dead center of an endless, monolithic concrete tunnel. The camera maintains a relentless, unwavering forward trajectory, creating a powerfully hypnotic, high-speed movement. The rough, gray concrete walls, ceiling, and floor form a uniform, oppressive tube, their surface only briefly visible in fleeting flashes. A rhythmic series of cool-white industrial lamps fixed to the ceiling provide the sole source of illumination; due to their extreme speed, these lights appear not as individual fixtures but visually distort into long, mesmerizing horizontal streaks across the top of the frame. These glowing streaks cut sharply through the profound darkness of the passage, creating a stark, high-contrast visual experience that is both disorienting and captivating, evoking the sensation of a futuristic journey through an infinite, underground void.", + "seed": 21029, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_2/index_8681_seed_21029_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.014488561498001217, + "vlm_logprob": -0.014488561498001217, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.014488561498001217, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021129509434103966 + ], + "opposite_logprob_tokens": [ + -4.396129608154297 + ], + "logprob_reward": -0.021129509434103966, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.021129509434103966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12028305977582932, + 0.05176207795739174, + 0.07662464678287506, + 0.09537509828805923, + 0.038767747581005096, + 0.059914730489254, + 0.22880911827087402, + 0.12272743880748749, + 0.028523191809654236, + 0.1772129088640213 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.021129509434103966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033707551658153534 + ], + "opposite_logprob_tokens": [ + -3.408707618713379 + ], + "logprob_reward": -0.033707551658153534, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033707551658153534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17409390211105347, + 0.16131314635276794, + 0.03863055258989334, + 0.10037271678447723, + 0.16130098700523376, + 0.024228792637586594, + 0.07551474124193192, + 0.08860405534505844, + 0.04434363171458244, + 0.13159745931625366 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.033707551658153534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076298960484564304 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.0076298960484564304, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076298960484564304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14867599308490753, + 0.26091256737709045, + 0.025417057797312737, + 0.10015901178121567, + 0.13116392493247986, + 0.013641617260873318, + 0.11681487411260605, + 0.053491730242967606, + 0.04720252752304077, + 0.10252067446708679 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0076298960484564304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640168234705925 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640168234705925, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640168234705925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16635076701641083, + 0.09935455024242401, + 0.078522689640522, + 0.13843287527561188, + 0.04942746087908745, + 0.0285518579185009, + 0.10474562644958496, + 0.09805425256490707, + 0.102836012840271, + 0.1337238997220993 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.008640168234705925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335682114586234 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335682114586234, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335682114586234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1484833061695099, + 0.0948798656463623, + 0.04848456010222435, + 0.09741463512182236, + 0.06316488236188889, + 0.062009409070014954, + 0.0692780613899231, + 0.045871801674366, + 0.03975483030080795, + 0.33065861463546753 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.001335682114586234 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal first-person perspective shot propels the viewer forward at tremendous speed, navigating the dead center of an endless, monolithic concrete tunnel. The camera maintains a relentless, unwavering forward trajectory, creating a powerfully hypnotic, high-speed movement. The rough, gray concrete walls, ceiling, and floor form a uniform, oppressive tube, their surface only briefly visible in fleeting flashes. A rhythmic series of cool-white industrial lamps fixed to the ceiling provide the sole source of illumination; due to their extreme speed, these lights appear not as individual fixtures but visually distort into long, mesmerizing horizontal streaks across the top of the frame. These glowing streaks cut sharply through the profound darkness of the passage, creating a stark, high-contrast visual experience that is both disorienting and captivating, evoking the sensation of a futuristic journey through an infinite, underground void.", + "seed": 21030, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_2/index_8681_seed_21030_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03534105895087123, + "vlm_logprob": -0.03534105895087123, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.03534105895087123, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00844219047576189 + ], + "opposite_logprob_tokens": [ + -5.758442401885986 + ], + "logprob_reward": -0.00844219047576189, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00844219047576189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2101512849330902, + 0.10721860826015472, + 0.06494749337434769, + 0.11477582901716232, + 0.07580725848674774, + 0.11289859563112259, + 0.15170222520828247, + 0.03546041250228882, + 0.055744070559740067, + 0.07129421085119247 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.00844219047576189 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292968690395355 + ], + "opposite_logprob_tokens": [ + -2.237929582595825 + ], + "logprob_reward": -0.11292968690395355, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292968690395355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1973830908536911, + 0.07589556276798248, + 0.07187671214342117, + 0.23736053705215454, + 0.0775231420993805, + 0.13520878553390503, + 0.03407243266701698, + 0.028957515954971313, + 0.12798604369163513, + 0.01373618096113205 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.11292968690395355 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581606775522232 + ], + "opposite_logprob_tokens": [ + -3.8955817222595215 + ], + "logprob_reward": -0.020581606775522232, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581606775522232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20668679475784302, + 0.11063539236783981, + 0.07579714804887772, + 0.05164985731244087, + 0.050345540046691895, + 0.2637383043766022, + 0.08539567142724991, + 0.04371519386768341, + 0.08141815662384033, + 0.03061795048415661 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.020581606775522232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033709511160850525 + ], + "opposite_logprob_tokens": [ + -3.4087095260620117 + ], + "logprob_reward": -0.033709511160850525, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033709511160850525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12307203561067581, + 0.08069342374801636, + 0.12849865853786469, + 0.13056179881095886, + 0.031358301639556885, + 0.1201813593506813, + 0.25497913360595703, + 0.02140926942229271, + 0.08860063552856445, + 0.020645424723625183 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.033709511160850525 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010422994382679462 + ], + "opposite_logprob_tokens": [ + -6.876042366027832 + ], + "logprob_reward": -0.0010422994382679462, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010422994382679462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19470927119255066, + 0.08063853532075882, + 0.08359963446855545, + 0.16991667449474335, + 0.06299835443496704, + 0.13012582063674927, + 0.08755288273096085, + 0.07140801846981049, + 0.08476884663105011, + 0.03428198769688606 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0010422994382679462 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal first-person perspective shot propels the viewer forward at tremendous speed, navigating the dead center of an endless, monolithic concrete tunnel. The camera maintains a relentless, unwavering forward trajectory, creating a powerfully hypnotic, high-speed movement. The rough, gray concrete walls, ceiling, and floor form a uniform, oppressive tube, their surface only briefly visible in fleeting flashes. A rhythmic series of cool-white industrial lamps fixed to the ceiling provide the sole source of illumination; due to their extreme speed, these lights appear not as individual fixtures but visually distort into long, mesmerizing horizontal streaks across the top of the frame. These glowing streaks cut sharply through the profound darkness of the passage, creating a stark, high-contrast visual experience that is both disorienting and captivating, evoking the sensation of a futuristic journey through an infinite, underground void.", + "seed": 21031, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_2/index_8681_seed_21031_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012013807939365507, + "vlm_logprob": -0.012013807939365507, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.012013807939365507, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00875858124345541 + ], + "opposite_logprob_tokens": [ + -5.133758544921875 + ], + "logprob_reward": -0.00875858124345541, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00875858124345541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05930953472852707, + 0.23631317913532257, + 0.05493384227156639, + 0.19238142669200897, + 0.08388310670852661, + 0.03694748133420944, + 0.0787767842411995, + 0.08417972177267075, + 0.09359142929315567, + 0.07968343794345856 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.00875858124345541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980595827102661 + ], + "opposite_logprob_tokens": [ + -3.529805898666382 + ], + "logprob_reward": -0.02980595827102661, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980595827102661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24165432155132294, + 0.14176666736602783, + 0.07112838327884674, + 0.13991883397102356, + 0.05623306706547737, + 0.03191332891583443, + 0.06233629584312439, + 0.11082132905721664, + 0.08704729378223419, + 0.057180438190698624 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.02980595827102661 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781762026250362 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781762026250362, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781762026250362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.543097198009491, + 0.06389713287353516, + 0.05526091158390045, + 0.1062634289264679, + 0.0312606506049633, + 0.040124695748090744, + 0.033532120287418365, + 0.058160241693258286, + 0.038185004144907, + 0.030218610540032387 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.009781762026250362 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783296845853329 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783296845853329, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783296845853329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28369179368019104, + 0.05920271575450897, + 0.06111603230237961, + 0.18693126738071442, + 0.04144281893968582, + 0.05803034454584122, + 0.18460828065872192, + 0.05404232069849968, + 0.041907913982868195, + 0.029026463627815247 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.009783296845853329 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019394413102418184 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019394413102418184, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019394413102418184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19753558933734894, + 0.07143628597259521, + 0.09080975502729416, + 0.14900070428848267, + 0.1760392040014267, + 0.10782554745674133, + 0.04376417025923729, + 0.03273874893784523, + 0.05600365623831749, + 0.0748463124036789 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0019394413102418184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal first-person perspective shot propels the viewer forward at tremendous speed, navigating the dead center of an endless, monolithic concrete tunnel. The camera maintains a relentless, unwavering forward trajectory, creating a powerfully hypnotic, high-speed movement. The rough, gray concrete walls, ceiling, and floor form a uniform, oppressive tube, their surface only briefly visible in fleeting flashes. A rhythmic series of cool-white industrial lamps fixed to the ceiling provide the sole source of illumination; due to their extreme speed, these lights appear not as individual fixtures but visually distort into long, mesmerizing horizontal streaks across the top of the frame. These glowing streaks cut sharply through the profound darkness of the passage, creating a stark, high-contrast visual experience that is both disorienting and captivating, evoking the sensation of a futuristic journey through an infinite, underground void.", + "seed": 21032, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_2/index_8681_seed_21032_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013248887879308313, + "vlm_logprob": -0.013248887879308313, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.013248887879308313, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006008656695485115 + ], + "opposite_logprob_tokens": [ + -5.756008625030518 + ], + "logprob_reward": -0.006008656695485115, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.006008656695485115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1758909374475479, + 0.35198038816452026, + 0.06482665240764618, + 0.15372419357299805, + 0.05877692624926567, + 0.056541264057159424, + 0.028935780748724937, + 0.039822157472372055, + 0.02459723688662052, + 0.044904448091983795 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.006008656695485115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370259702205658 + ], + "opposite_logprob_tokens": [ + -3.4087026119232178 + ], + "logprob_reward": -0.03370259702205658, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370259702205658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18851390480995178, + 0.23364244401454926, + 0.08290981501340866, + 0.08014901727437973, + 0.03478628396987915, + 0.05159568786621094, + 0.12831714749336243, + 0.11948207020759583, + 0.03063460811972618, + 0.04996897652745247 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.03370259702205658 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629659026861191 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629659026861191, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629659026861191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2319248765707016, + 0.13355328142642975, + 0.07976777106523514, + 0.0637921392917633, + 0.1113334596157074, + 0.07241181284189224, + 0.0933806523680687, + 0.055963341146707535, + 0.08713429421186447, + 0.07073833793401718 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.007629659026861191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818554848432541 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.01818554848432541, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818554848432541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1566830724477768, + 0.20728515088558197, + 0.13743522763252258, + 0.20159845054149628, + 0.044042788445949554, + 0.03352677449584007, + 0.08710674196481705, + 0.07566525042057037, + 0.02243882045149803, + 0.03421773016452789 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.01818554848432541 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective first-person, placing the viewer inside the tunnel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment an endless monolithic concrete tunnel with rough gray walls, ceiling, and floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do cool-white industrial lamps on the ceiling appear as long horizontal streaks due to high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by profound darkness with stark high-contrast lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera maintain a relentless unwavering forward trajectory through the tunnel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007179781678132713 + ], + "opposite_logprob_tokens": [ + -7.250718116760254 + ], + "logprob_reward": -0.0007179781678132713, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007179781678132713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15857207775115967, + 0.13882851600646973, + 0.07968921959400177, + 0.1418590545654297, + 0.08896190673112869, + 0.055718183517456055, + 0.11286544054746628, + 0.06681651622056961, + 0.05048331990838051, + 0.10620570927858353 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0007179781678132713 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_3/index_tensor([2122, 2122])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_3/index_tensor([2122, 2122])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..257eee2a27d449cad3c00ccec625c8e81bceb4f8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_3/index_tensor([2122, 2122])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up frames the face of Akizuki Takao, his head tilted slightly upward in a pose of pure absorption. His short, dark hair is delicately tousled by a gentle evening breeze, a single strand catching a fleeting, ethereal glow. In Makoto Shinkai's surreal, emotive style, the background erupts with a breathtaking meteor shower, streaking across the deep blue sky. Bright, vibrant trails of electric blue and incandescent white light carve a line through the darkness, leaving behind faint, glowing afterimages and producing signature anamorphic lens flare, streaking horizontally across the frame. This celestial spectacle is reflected with crystalline clarity in his dark, contemplative eyes; tiny, perfect comets streak past his pupils, illuminating a deep, quiet awe. His lips slightly parted, his features softened by the cool, shifting light above, capturing a fleeting, poignant moment of solitary connection with the universe. The atmosphere is rich, imbued with a quiet, overwhelming sense of wonder, and every detail holds a poignant beauty that is both epic and intensely personal.", + "seed": 19350, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_3/index_2122_seed_19350_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.030687238089740276, + "vlm_logprob": -0.030687238089740276, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.030687238089740276, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014940743334591389 + ], + "opposite_logprob_tokens": [ + -4.2649407386779785 + ], + "logprob_reward": -0.014940743334591389, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014940743334591389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13843633234500885, + 0.03558284789323807, + 0.05180312320590019, + 0.03452910855412483, + 0.03849993273615837, + 0.15756987035274506, + 0.028263160958886147, + 0.04067153483629227, + 0.44531765580177307, + 0.029326394200325012 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.014940743334591389 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498295649886131 + ], + "opposite_logprob_tokens": [ + -2.929982900619507 + ], + "logprob_reward": -0.05498295649886131, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498295649886131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2298559844493866, + 0.11728454381227493, + 0.07343597710132599, + 0.03439178317785263, + 0.08721659332513809, + 0.04018104821443558, + 0.02879079058766365, + 0.14288093149662018, + 0.2201574742794037, + 0.025804933160543442 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.05498295649886131 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052642300724983215 + ], + "opposite_logprob_tokens": [ + -5.2552642822265625 + ], + "logprob_reward": -0.0052642300724983215, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052642300724983215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18255236744880676, + 0.10132530331611633, + 0.06122036650776863, + 0.10415613651275635, + 0.033921532332897186, + 0.06552974879741669, + 0.08775492012500763, + 0.19322730600833893, + 0.11889083683490753, + 0.05142149329185486 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0052642300724983215 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054959487169981 + ], + "opposite_logprob_tokens": [ + -2.929959535598755 + ], + "logprob_reward": -0.054959487169981, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054959487169981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11795511096715927, + 0.10369587689638138, + 0.029500802978873253, + 0.19760426878929138, + 0.06205667182803154, + 0.05690719932317734, + 0.04798508435487747, + 0.11886139959096909, + 0.24085944890975952, + 0.024574119597673416 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.054959487169981 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288773372769356 + ], + "opposite_logprob_tokens": [ + -3.7732887268066406 + ], + "logprob_reward": -0.023288773372769356, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288773372769356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20334909856319427, + 0.05153929069638252, + 0.04827844351530075, + 0.06432830542325974, + 0.09425610303878784, + 0.1210152804851532, + 0.03714054450392723, + 0.0839410275220871, + 0.2348472774028778, + 0.06130463629961014 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.023288773372769356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up frames the face of Akizuki Takao, his head tilted slightly upward in a pose of pure absorption. His short, dark hair is delicately tousled by a gentle evening breeze, a single strand catching a fleeting, ethereal glow. In Makoto Shinkai's surreal, emotive style, the background erupts with a breathtaking meteor shower, streaking across the deep blue sky. Bright, vibrant trails of electric blue and incandescent white light carve a line through the darkness, leaving behind faint, glowing afterimages and producing signature anamorphic lens flare, streaking horizontally across the frame. This celestial spectacle is reflected with crystalline clarity in his dark, contemplative eyes; tiny, perfect comets streak past his pupils, illuminating a deep, quiet awe. His lips slightly parted, his features softened by the cool, shifting light above, capturing a fleeting, poignant moment of solitary connection with the universe. The atmosphere is rich, imbued with a quiet, overwhelming sense of wonder, and every detail holds a poignant beauty that is both epic and intensely personal.", + "seed": 19351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_3/index_2122_seed_19351_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02505477494560182, + "vlm_logprob": -0.02505477494560182, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02505477494560182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03463321924209595 + ], + "opposite_logprob_tokens": [ + -3.409633159637451 + ], + "logprob_reward": -0.03463321924209595, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03463321924209595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19922475516796112, + 0.027911609038710594, + 0.06486719101667404, + 0.05174601823091507, + 0.1322992742061615, + 0.03902873396873474, + 0.11395661532878876, + 0.18101070821285248, + 0.1713636815547943, + 0.01859143003821373 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.03463321924209595 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202872946858406 + ], + "opposite_logprob_tokens": [ + -4.018202781677246 + ], + "logprob_reward": -0.018202872946858406, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018202872946858406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16559678316116333, + 0.10701967775821686, + 0.17491815984249115, + 0.05587780475616455, + 0.12837837636470795, + 0.043303489685058594, + 0.19820000231266022, + 0.06255117058753967, + 0.024693071842193604, + 0.039461541920900345 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.018202872946858406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032011240255087614 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.0032011240255087614, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032011240255087614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2231634110212326, + 0.08706825971603394, + 0.109208844602108, + 0.04537903144955635, + 0.13649176061153412, + 0.1574144959449768, + 0.12457425892353058, + 0.05253824219107628, + 0.03040759265422821, + 0.03375408425927162 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0032011240255087614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865330085158348 + ], + "opposite_logprob_tokens": [ + -3.0486533641815186 + ], + "logprob_reward": -0.04865330085158348, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865330085158348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17758432030677795, + 0.07199917733669281, + 0.18186646699905396, + 0.06138120964169502, + 0.10377692431211472, + 0.1213139072060585, + 0.17707717418670654, + 0.06307660043239594, + 0.017514441162347794, + 0.024409804493188858 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.04865330085158348 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058335766196251 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058335766196251, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058335766196251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19396625459194183, + 0.08467675745487213, + 0.06694212555885315, + 0.04891826957464218, + 0.11529140174388885, + 0.17574729025363922, + 0.16084082424640656, + 0.06065921112895012, + 0.036455195397138596, + 0.056502655148506165 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.02058335766196251 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up frames the face of Akizuki Takao, his head tilted slightly upward in a pose of pure absorption. His short, dark hair is delicately tousled by a gentle evening breeze, a single strand catching a fleeting, ethereal glow. In Makoto Shinkai's surreal, emotive style, the background erupts with a breathtaking meteor shower, streaking across the deep blue sky. Bright, vibrant trails of electric blue and incandescent white light carve a line through the darkness, leaving behind faint, glowing afterimages and producing signature anamorphic lens flare, streaking horizontally across the frame. This celestial spectacle is reflected with crystalline clarity in his dark, contemplative eyes; tiny, perfect comets streak past his pupils, illuminating a deep, quiet awe. His lips slightly parted, his features softened by the cool, shifting light above, capturing a fleeting, poignant moment of solitary connection with the universe. The atmosphere is rich, imbued with a quiet, overwhelming sense of wonder, and every detail holds a poignant beauty that is both epic and intensely personal.", + "seed": 19352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_3/index_2122_seed_19352_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05098687564022839, + "vlm_logprob": -0.05098687564022839, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05098687564022839, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019280873239040375 + ], + "opposite_logprob_tokens": [ + -4.144280910491943 + ], + "logprob_reward": -0.019280873239040375, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.019280873239040375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10421399772167206, + 0.04488768056035042, + 0.17389141023159027, + 0.23341691493988037, + 0.04935259371995926, + 0.14849479496479034, + 0.07755041867494583, + 0.02681267075240612, + 0.03874420002102852, + 0.10263536125421524 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.019280873239040375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906323462724686 + ], + "opposite_logprob_tokens": [ + -2.4640631675720215 + ], + "logprob_reward": -0.08906323462724686, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906323462724686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08251170068979263, + 0.08797169476747513, + 0.05409866198897362, + 0.5749474167823792, + 0.016469040885567665, + 0.07897700369358063, + 0.034364815801382065, + 0.025156289339065552, + 0.014764009974896908, + 0.03073941357433796 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.08906323462724686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032058770302683115 + ], + "opposite_logprob_tokens": [ + -5.7532057762146 + ], + "logprob_reward": -0.0032058770302683115, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032058770302683115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07864191383123398, + 0.052199263125658035, + 0.10826380550861359, + 0.4546501040458679, + 0.05803768336772919, + 0.12140659987926483, + 0.029752317816019058, + 0.024475865066051483, + 0.024930525571107864, + 0.04764196276664734 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.0032058770302683115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031334310770035 + ], + "opposite_logprob_tokens": [ + -2.350313425064087 + ], + "logprob_reward": -0.10031334310770035, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031334310770035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1148282140493393, + 0.13651669025421143, + 0.12113781273365021, + 0.11551409214735031, + 0.03877164423465729, + 0.11249006539583206, + 0.10832121968269348, + 0.0541238896548748, + 0.04706091433763504, + 0.1512354463338852 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.10031334310770035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307105019688606 + ], + "opposite_logprob_tokens": [ + -3.1680710315704346 + ], + "logprob_reward": -0.04307105019688606, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307105019688606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09509288519620895, + 0.08015204221010208, + 0.33915144205093384, + 0.2453342080116272, + 0.03941235691308975, + 0.08222241699695587, + 0.0403221920132637, + 0.021126193925738335, + 0.02087273634970188, + 0.03631351515650749 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.04307105019688606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up frames the face of Akizuki Takao, his head tilted slightly upward in a pose of pure absorption. His short, dark hair is delicately tousled by a gentle evening breeze, a single strand catching a fleeting, ethereal glow. In Makoto Shinkai's surreal, emotive style, the background erupts with a breathtaking meteor shower, streaking across the deep blue sky. Bright, vibrant trails of electric blue and incandescent white light carve a line through the darkness, leaving behind faint, glowing afterimages and producing signature anamorphic lens flare, streaking horizontally across the frame. This celestial spectacle is reflected with crystalline clarity in his dark, contemplative eyes; tiny, perfect comets streak past his pupils, illuminating a deep, quiet awe. His lips slightly parted, his features softened by the cool, shifting light above, capturing a fleeting, poignant moment of solitary connection with the universe. The atmosphere is rich, imbued with a quiet, overwhelming sense of wonder, and every detail holds a poignant beauty that is both epic and intensely personal.", + "seed": 19353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_3/index_2122_seed_19353_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0516722759231925, + "vlm_logprob": -0.0516722759231925, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.0516722759231925, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10194295644760132 + ], + "opposite_logprob_tokens": [ + -2.351943016052246 + ], + "logprob_reward": -0.10194295644760132, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10194295644760132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3502803146839142, + 0.043475206941366196, + 0.03238879144191742, + 0.13216300308704376, + 0.24620842933654785, + 0.05549658462405205, + 0.01682182215154171, + 0.05405944213271141, + 0.025684576481580734, + 0.04342179372906685 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.10194295644760132 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214809983968735 + ], + "opposite_logprob_tokens": [ + -4.264214992523193 + ], + "logprob_reward": -0.014214809983968735, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214809983968735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11852371692657471, + 0.14869262278079987, + 0.06893616169691086, + 0.03125888481736183, + 0.040988896042108536, + 0.055732905864715576, + 0.0325520820915699, + 0.09701106697320938, + 0.19663693010807037, + 0.20966671407222748 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.014214809983968735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964101292192936 + ], + "opposite_logprob_tokens": [ + -5.130964279174805 + ], + "logprob_reward": -0.005964101292192936, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964101292192936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13627591729164124, + 0.2474711537361145, + 0.08731193095445633, + 0.06598930805921555, + 0.059497348964214325, + 0.051318030804395676, + 0.07403455674648285, + 0.08259490132331848, + 0.08274544775485992, + 0.1127614676952362 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.005964101292192936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294235289096832 + ], + "opposite_logprob_tokens": [ + -2.2379424571990967 + ], + "logprob_reward": -0.11294235289096832, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294235289096832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1879434436559677, + 0.11310534179210663, + 0.06105921417474747, + 0.04376227781176567, + 0.2298775464296341, + 0.05877113714814186, + 0.09399875998497009, + 0.0821344330906868, + 0.07133027911186218, + 0.0580175556242466 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.11294235289096832 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a close-up of a man's face with short dark hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep blue sky filled with streaking meteors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the meteor trails colored electric blue and incandescent white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there visible anamorphic lens flare streaking horizontally across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny comet streaks visible reflecting inside the subject's eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297159001231194 + ], + "opposite_logprob_tokens": [ + -3.773297071456909 + ], + "logprob_reward": -0.023297159001231194, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297159001231194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2698942720890045, + 0.09649471938610077, + 0.0601903572678566, + 0.06722428649663925, + 0.16633018851280212, + 0.0625695139169693, + 0.08918965607881546, + 0.04549244046211243, + 0.05984034761786461, + 0.08277422934770584 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023297159001231194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_4/index_tensor([7452, 7452])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_4/index_tensor([7452, 7452])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f8ac0d8db0eca8837f2d7f1832a89d72d5d59e1b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_4/index_tensor([7452, 7452])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "With the camera held static, an extreme close-up, low-angle macro shot captures a dramatic confrontation on the vibrant, glossy skin of a ripe mango, its surface a rolling landscape of yellow, orange, and blush hues. Two Oriental fruit flies, Bactrocera microplus, are locked in a tense standoff. Harsh, direct sunlight glints off their iridescent bodies, revealing the intricate yellow and black patterning on their thoraxes and teardrop-shaped nostrils, their large, dark, cat-like eyes gazing into one another. In a sudden, explosive movement, the aggressor lunges forward swiftly and decisively, its transparent, textured wings erupting in a nearly invisible, buzzing blur of motion. In response, the other fly rears back defensively, its front pair of spindly legs lifting from the mango's skin as it steadily and deliberately braces its remaining legs for the impending impact. The intense light casts sharp, tiny shadows beneath them and creates bright, mirrored highlights on their shimmering exoskeletons, heightening the primal tension of this microscopic territorial battle.", + "seed": 1635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_4/index_7452_seed_1635_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1751608680933714, + "vlm_logprob": -0.1751608680933714, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.1751608680933714, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6990693211555481 + ], + "opposite_logprob_tokens": [ + -0.6990693211555481 + ], + "logprob_reward": -0.6990693211555481, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6990693211555481, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.028149759396910667, + 0.025369886308908463, + 0.01919165626168251, + 0.013888523913919926, + 0.02063254453241825, + 0.06522814184427261, + 0.06002122908830643, + 0.006728166714310646, + 0.031044019386172295, + 0.7297461032867432 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.6990693211555481 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033757224678993225 + ], + "opposite_logprob_tokens": [ + -3.408757209777832 + ], + "logprob_reward": -0.033757224678993225, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033757224678993225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.127330020070076, + 0.12976354360580444, + 0.05094269663095474, + 0.03793371468782425, + 0.06616088002920151, + 0.16615234315395355, + 0.1544351875782013, + 0.10021448135375977, + 0.07729180157184601, + 0.08977538347244263 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.033757224678993225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0298494640737772 + ], + "opposite_logprob_tokens": [ + -3.5298495292663574 + ], + "logprob_reward": -0.0298494640737772, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0298494640737772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09282505512237549, + 0.11880585551261902, + 0.051970452070236206, + 0.03227628022432327, + 0.06347103416919708, + 0.04033758491277695, + 0.10384625196456909, + 0.04424605518579483, + 0.053745076060295105, + 0.39847633242607117 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.0298494640737772 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006116211414337 + ], + "opposite_logprob_tokens": [ + -2.695061206817627 + ], + "logprob_reward": -0.07006116211414337, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006116211414337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09431338310241699, + 0.13979262113571167, + 0.0856415182352066, + 0.03346206992864609, + 0.13307161629199982, + 0.0692053884267807, + 0.14194795489311218, + 0.05225269868969917, + 0.11836227774620056, + 0.1319505125284195 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.07006116211414337 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067168444395065 + ], + "opposite_logprob_tokens": [ + -3.168067216873169 + ], + "logprob_reward": -0.043067168444395065, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067168444395065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059379830956459045, + 0.033720701932907104, + 0.028904590755701065, + 0.03372601047158241, + 0.07517706602811813, + 0.13819260895252228, + 0.16989010572433472, + 0.11314815282821655, + 0.23489907383918762, + 0.11296182870864868 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.043067168444395065 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "With the camera held static, an extreme close-up, low-angle macro shot captures a dramatic confrontation on the vibrant, glossy skin of a ripe mango, its surface a rolling landscape of yellow, orange, and blush hues. Two Oriental fruit flies, Bactrocera microplus, are locked in a tense standoff. Harsh, direct sunlight glints off their iridescent bodies, revealing the intricate yellow and black patterning on their thoraxes and teardrop-shaped nostrils, their large, dark, cat-like eyes gazing into one another. In a sudden, explosive movement, the aggressor lunges forward swiftly and decisively, its transparent, textured wings erupting in a nearly invisible, buzzing blur of motion. In response, the other fly rears back defensively, its front pair of spindly legs lifting from the mango's skin as it steadily and deliberately braces its remaining legs for the impending impact. The intense light casts sharp, tiny shadows beneath them and creates bright, mirrored highlights on their shimmering exoskeletons, heightening the primal tension of this microscopic territorial battle.", + "seed": 1636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_4/index_7452_seed_1636_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.21481439135968686, + "vlm_logprob": -0.21481439135968686, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.21481439135968686, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9776655435562134 + ], + "opposite_logprob_tokens": [ + -0.4776655435562134 + ], + "logprob_reward": -0.9776655435562134, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9776655435562134, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0731748715043068, + 0.04399761185050011, + 0.04657436162233353, + 0.07764389365911484, + 0.17852048575878143, + 0.09274913370609283, + 0.09782765060663223, + 0.2647978961467743, + 0.06774938106536865, + 0.05696473643183708 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.9776655435562134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016105905175209045 + ], + "opposite_logprob_tokens": [ + -4.141106128692627 + ], + "logprob_reward": -0.016105905175209045, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016105905175209045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10809364169836044, + 0.03691312298178673, + 0.040517646819353104, + 0.03574911504983902, + 0.08207075297832489, + 0.07436762750148773, + 0.15972663462162018, + 0.1210331916809082, + 0.2582370936870575, + 0.08329114317893982 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.016105905175209045 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330601029098034 + ], + "opposite_logprob_tokens": [ + -3.773305892944336 + ], + "logprob_reward": -0.02330601029098034, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330601029098034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13725261390209198, + 0.05213809758424759, + 0.04233060032129288, + 0.04221144691109657, + 0.1492406129837036, + 0.06533416360616684, + 0.18538108468055725, + 0.07224754989147186, + 0.16127629578113556, + 0.09258747100830078 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.02330601029098034 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301351815462112 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301351815462112, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301351815462112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07237658649682999, + 0.047661565244197845, + 0.06660576909780502, + 0.0633629783987999, + 0.15015809237957, + 0.07809260487556458, + 0.21744777262210846, + 0.12464387714862823, + 0.07196810096502304, + 0.10768266022205353 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.023301351815462112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369314596056938 + ], + "opposite_logprob_tokens": [ + -3.4086930751800537 + ], + "logprob_reward": -0.03369314596056938, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369314596056938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1032167598605156, + 0.09608810395002365, + 0.04125043749809265, + 0.04909157007932663, + 0.12805132567882538, + 0.0784718468785286, + 0.13518567383289337, + 0.07683555781841278, + 0.18479731678962708, + 0.10701137781143188 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.03369314596056938 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "With the camera held static, an extreme close-up, low-angle macro shot captures a dramatic confrontation on the vibrant, glossy skin of a ripe mango, its surface a rolling landscape of yellow, orange, and blush hues. Two Oriental fruit flies, Bactrocera microplus, are locked in a tense standoff. Harsh, direct sunlight glints off their iridescent bodies, revealing the intricate yellow and black patterning on their thoraxes and teardrop-shaped nostrils, their large, dark, cat-like eyes gazing into one another. In a sudden, explosive movement, the aggressor lunges forward swiftly and decisively, its transparent, textured wings erupting in a nearly invisible, buzzing blur of motion. In response, the other fly rears back defensively, its front pair of spindly legs lifting from the mango's skin as it steadily and deliberately braces its remaining legs for the impending impact. The intense light casts sharp, tiny shadows beneath them and creates bright, mirrored highlights on their shimmering exoskeletons, heightening the primal tension of this microscopic territorial battle.", + "seed": 1637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_4/index_7452_seed_1637_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18751988150179386, + "vlm_logprob": -0.18751988150179386, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.18751988150179386, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8314758539199829 + ], + "opposite_logprob_tokens": [ + -0.5814758539199829 + ], + "logprob_reward": -0.8314758539199829, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8314758539199829, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06901714950799942, + 0.04023225978016853, + 0.05751240253448486, + 0.13120852410793304, + 0.1849629431962967, + 0.04536392539739609, + 0.11255313456058502, + 0.14447061717510223, + 0.12477481365203857, + 0.08990416675806046 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.8314758539199829 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016108134761452675 + ], + "opposite_logprob_tokens": [ + -4.14110803604126 + ], + "logprob_reward": -0.016108134761452675, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016108134761452675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15621942281723022, + 0.037153031677007675, + 0.11767424643039703, + 0.17038489878177643, + 0.10238391160964966, + 0.09131492674350739, + 0.11802104115486145, + 0.04969339445233345, + 0.10520803928375244, + 0.051947157829999924 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.016108134761452675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059515379369259 + ], + "opposite_logprob_tokens": [ + -3.895595073699951 + ], + "logprob_reward": -0.02059515379369259, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059515379369259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2006431221961975, + 0.07315564155578613, + 0.12670880556106567, + 0.06214260309934616, + 0.16340231895446777, + 0.039008039981126785, + 0.06512438505887985, + 0.08167386800050735, + 0.12142480164766312, + 0.06671642512083054 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.02059515379369259 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307778552174568 + ], + "opposite_logprob_tokens": [ + -3.1680777072906494 + ], + "logprob_reward": -0.04307778552174568, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307778552174568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21267519891262054, + 0.058651503175497055, + 0.07835851609706879, + 0.08203859627246857, + 0.0446404404938221, + 0.0708237960934639, + 0.07107172906398773, + 0.11661846190690994, + 0.12125016748905182, + 0.1438715159893036 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.04307778552174568 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634247951209545 + ], + "opposite_logprob_tokens": [ + -3.6513423919677734 + ], + "logprob_reward": -0.02634247951209545, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634247951209545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11620815843343735, + 0.03265965357422829, + 0.12460725754499435, + 0.08834125101566315, + 0.0383177325129509, + 0.035429343581199646, + 0.1137557253241539, + 0.13343223929405212, + 0.194110706448555, + 0.12313788384199142 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.02634247951209545 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "With the camera held static, an extreme close-up, low-angle macro shot captures a dramatic confrontation on the vibrant, glossy skin of a ripe mango, its surface a rolling landscape of yellow, orange, and blush hues. Two Oriental fruit flies, Bactrocera microplus, are locked in a tense standoff. Harsh, direct sunlight glints off their iridescent bodies, revealing the intricate yellow and black patterning on their thoraxes and teardrop-shaped nostrils, their large, dark, cat-like eyes gazing into one another. In a sudden, explosive movement, the aggressor lunges forward swiftly and decisively, its transparent, textured wings erupting in a nearly invisible, buzzing blur of motion. In response, the other fly rears back defensively, its front pair of spindly legs lifting from the mango's skin as it steadily and deliberately braces its remaining legs for the impending impact. The intense light casts sharp, tiny shadows beneath them and creates bright, mirrored highlights on their shimmering exoskeletons, heightening the primal tension of this microscopic territorial battle.", + "seed": 1638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_4/index_7452_seed_1638_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17847318463027478, + "vlm_logprob": -0.17847318463027478, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.17847318463027478, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7610192894935608 + ], + "opposite_logprob_tokens": [ + -0.6360192894935608 + ], + "logprob_reward": -0.7610192894935608, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7610192894935608, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08231458067893982, + 0.04297677055001259, + 0.03996711224317551, + 0.2732849419116974, + 0.06355452537536621, + 0.06724753230810165, + 0.04310143366456032, + 0.04430880397558212, + 0.2117292284965515, + 0.13151507079601288 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.7610192894935608 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00980360060930252 + ], + "opposite_logprob_tokens": [ + -4.634803771972656 + ], + "logprob_reward": -0.00980360060930252, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00980360060930252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19288435578346252, + 0.09772589057683945, + 0.10435814410448074, + 0.2770584523677826, + 0.04402494803071022, + 0.03380852937698364, + 0.044332630932331085, + 0.0479913055896759, + 0.06005381420254707, + 0.09776189923286438 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.00980360060930252 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981671877205372 + ], + "opposite_logprob_tokens": [ + -3.5298166275024414 + ], + "logprob_reward": -0.02981671877205372, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981671877205372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1278662532567978, + 0.1346243917942047, + 0.05434393510222435, + 0.2096260040998459, + 0.04086417332291603, + 0.06457696855068207, + 0.036842215806245804, + 0.054202672094106674, + 0.0733020007610321, + 0.20375138521194458 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.02981671877205372 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866976663470268 + ], + "opposite_logprob_tokens": [ + -3.0486698150634766 + ], + "logprob_reward": -0.04866976663470268, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866976663470268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19722390174865723, + 0.15642066299915314, + 0.03276717662811279, + 0.10098166763782501, + 0.062364134937524796, + 0.04602912440896034, + 0.09219230711460114, + 0.05475083366036415, + 0.13719166815280914, + 0.120078444480896 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04866976663470268 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held static throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene an extreme close-up, low-angle macro shot of two Oriental fruit flies on a ripe mango?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flies display yellow and black patterning on their thoraxes and teardrop-shaped nostrils?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one fly lunge forward with transparent, textured wings creating a buzzing blur while the other rears back defensively?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there sharp, tiny shadows and bright, mirrored highlights on the flies' exoskeletons due to harsh direct sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305654764175415 + ], + "opposite_logprob_tokens": [ + -3.1680564880371094 + ], + "logprob_reward": -0.04305654764175415, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305654764175415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23631659150123596, + 0.07905323803424835, + 0.07491965591907501, + 0.13081520795822144, + 0.059988249093294144, + 0.011716928333044052, + 0.03448846563696861, + 0.0655219778418541, + 0.11731106042861938, + 0.18986867368221283 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.04305654764175415 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_5/index_tensor([1853, 1853])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_5/index_tensor([1853, 1853])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c0107b7d32044a4df9a0f55f200d2c23653648db --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_5/index_tensor([1853, 1853])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a slightly upward angle, begins its slow but steady advance. At its center lies a towering spire composed of countless plump, golden kernels, tightly packed together. Standing against a pure, deep black background, it appears both majestic and fragile. A concentrated, dramatic overhead light sculpts the smooth, waxy surface of each kernel with brilliant highlights and deep shadows, intensifying its three-dimensional graininess. Suddenly, the structure begins to unravel from within, with the top tip losing its balance first. Then, the entire structure collapses from top to bottom, instantly dissolving into a surging golden torrent. Countless kernels collide, bounce, and tumble, like a flowing, shimmering sand dune, rushing toward the approaching camera, threatening to engulf the frame. The entire process unfolds in a chaotic yet rhythmic beauty, creating a visual atmosphere of grandeur, abundance, and even surrealism.", + "seed": 8080, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_5/index_1853_seed_8080_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02985993414185941, + "vlm_logprob": -0.02985993414185941, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.02985993414185941, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010839510709047318 + ], + "opposite_logprob_tokens": [ + -4.885839462280273 + ], + "logprob_reward": -0.010839510709047318, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.010839510709047318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09695068746805191, + 0.04739274084568024, + 0.11299944669008255, + 0.07229894399642944, + 0.1265980452299118, + 0.04548508673906326, + 0.30624985694885254, + 0.09441936016082764, + 0.07948610931634903, + 0.018119746819138527 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.010839510709047318 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043081097304821014 + ], + "opposite_logprob_tokens": [ + -3.168081045150757 + ], + "logprob_reward": -0.043081097304821014, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043081097304821014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14132095873355865, + 0.04085976257920265, + 0.026042001321911812, + 0.2363840788602829, + 0.08909919112920761, + 0.10475247353315353, + 0.1119113340973854, + 0.05207083001732826, + 0.17291323840618134, + 0.024646159261465073 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.043081097304821014 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017162130679935217 + ], + "opposite_logprob_tokens": [ + -6.376716136932373 + ], + "logprob_reward": -0.0017162130679935217, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017162130679935217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09236250817775726, + 0.05977264419198036, + 0.09489007294178009, + 0.0643843337893486, + 0.06969916075468063, + 0.14816410839557648, + 0.16170011460781097, + 0.1924286037683487, + 0.08996732532978058, + 0.026631144806742668 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.0017162130679935217 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464171078056097 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.00464171078056097, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464171078056097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09024757146835327, + 0.05478895828127861, + 0.12350688129663467, + 0.06314513832330704, + 0.09082770347595215, + 0.06921838968992233, + 0.17414501309394836, + 0.19095808267593384, + 0.11720675230026245, + 0.02595551311969757 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.00464171078056097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902113884687424 + ], + "opposite_logprob_tokens": [ + -2.4640212059020996 + ], + "logprob_reward": -0.08902113884687424, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902113884687424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07843823730945587, + 0.027892984449863434, + 0.0852317288517952, + 0.1118377074599266, + 0.1133279800415039, + 0.25308236479759216, + 0.04570620879530907, + 0.17393293976783752, + 0.06058821454644203, + 0.04996161162853241 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.08902113884687424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, begins its slow but steady advance. At its center lies a towering spire composed of countless plump, golden kernels, tightly packed together. Standing against a pure, deep black background, it appears both majestic and fragile. A concentrated, dramatic overhead light sculpts the smooth, waxy surface of each kernel with brilliant highlights and deep shadows, intensifying its three-dimensional graininess. Suddenly, the structure begins to unravel from within, with the top tip losing its balance first. Then, the entire structure collapses from top to bottom, instantly dissolving into a surging golden torrent. Countless kernels collide, bounce, and tumble, like a flowing, shimmering sand dune, rushing toward the approaching camera, threatening to engulf the frame. The entire process unfolds in a chaotic yet rhythmic beauty, creating a visual atmosphere of grandeur, abundance, and even surrealism.", + "seed": 8081, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_5/index_1853_seed_8081_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.028001110325567423, + "vlm_logprob": -0.028001110325567423, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.028001110325567423, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006818598601967096 + ], + "opposite_logprob_tokens": [ + -5.756818771362305 + ], + "logprob_reward": -0.006818598601967096, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.006818598601967096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1528118997812271, + 0.029838528484106064, + 0.07008743286132812, + 0.1457667201757431, + 0.028078000992536545, + 0.05089453235268593, + 0.06845717877149582, + 0.03558003902435303, + 0.044664569199085236, + 0.37382107973098755 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.006818598601967096 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048665907233953476 + ], + "opposite_logprob_tokens": [ + -3.048666000366211 + ], + "logprob_reward": -0.048665907233953476, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048665907233953476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0666477233171463, + 0.041673172265291214, + 0.4405836760997772, + 0.06917697936296463, + 0.01925140991806984, + 0.026456406340003014, + 0.05173896998167038, + 0.018335653468966484, + 0.020959051325917244, + 0.2451769858598709 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.048665907233953476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00194193993229419 + ], + "opposite_logprob_tokens": [ + -6.251942157745361 + ], + "logprob_reward": -0.00194193993229419, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00194193993229419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06414207816123962, + 0.13753288984298706, + 0.03654937818646431, + 0.1262384057044983, + 0.01780877448618412, + 0.07166869193315506, + 0.049120690673589706, + 0.02901061438024044, + 0.04366316646337509, + 0.4242653250694275 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.00194193993229419 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036190745886415243 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036190745886415243, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036190745886415243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05918696150183678, + 0.055256180465221405, + 0.055577535182237625, + 0.12029457092285156, + 0.022819221019744873, + 0.03209430351853371, + 0.1725318431854248, + 0.062025971710681915, + 0.12659864127635956, + 0.29361477494239807 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.0036190745886415243 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896003127098083 + ], + "opposite_logprob_tokens": [ + -2.5789599418640137 + ], + "logprob_reward": -0.07896003127098083, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896003127098083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17626337707042694, + 0.08521237969398499, + 0.025409039109945297, + 0.08137789368629456, + 0.04230010136961937, + 0.12848594784736633, + 0.054814036935567856, + 0.027927322313189507, + 0.08439716696739197, + 0.2938127815723419 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.07896003127098083 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, begins its slow but steady advance. At its center lies a towering spire composed of countless plump, golden kernels, tightly packed together. Standing against a pure, deep black background, it appears both majestic and fragile. A concentrated, dramatic overhead light sculpts the smooth, waxy surface of each kernel with brilliant highlights and deep shadows, intensifying its three-dimensional graininess. Suddenly, the structure begins to unravel from within, with the top tip losing its balance first. Then, the entire structure collapses from top to bottom, instantly dissolving into a surging golden torrent. Countless kernels collide, bounce, and tumble, like a flowing, shimmering sand dune, rushing toward the approaching camera, threatening to engulf the frame. The entire process unfolds in a chaotic yet rhythmic beauty, creating a visual atmosphere of grandeur, abundance, and even surrealism.", + "seed": 8082, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_5/index_1853_seed_8082_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022787653701379897, + "vlm_logprob": -0.022787653701379897, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.022787653701379897, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00684204138815403 + ], + "opposite_logprob_tokens": [ + -6.131842136383057 + ], + "logprob_reward": -0.00684204138815403, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00684204138815403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16472774744033813, + 0.06435397267341614, + 0.04603221267461777, + 0.08109156042337418, + 0.08945649862289429, + 0.14590618014335632, + 0.08258068561553955, + 0.08585917204618454, + 0.14134685695171356, + 0.09864508360624313 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.00684204138815403 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202872946858406 + ], + "opposite_logprob_tokens": [ + -4.018202781677246 + ], + "logprob_reward": -0.018202872946858406, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018202872946858406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09916874766349792, + 0.04238240793347359, + 0.025125259533524513, + 0.0810595452785492, + 0.4543321430683136, + 0.09658600389957428, + 0.03989865258336067, + 0.09886627644300461, + 0.03755269572138786, + 0.025028258562088013 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.018202872946858406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031945884693413973 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031945884693413973, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031945884693413973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08507180213928223, + 0.046981025487184525, + 0.026236550882458687, + 0.07902751117944717, + 0.10218419879674911, + 0.2902698516845703, + 0.1385306417942047, + 0.058433085680007935, + 0.1099715381860733, + 0.06329375505447388 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.0031945884693413973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741044111549854 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.006741044111549854, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741044111549854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13079838454723358, + 0.06862325966358185, + 0.03596474975347519, + 0.08791466802358627, + 0.04962397366762161, + 0.09178143739700317, + 0.22332550585269928, + 0.10127902030944824, + 0.10579041391611099, + 0.10489857941865921 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.006741044111549854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895772159099579 + ], + "opposite_logprob_tokens": [ + -2.5789577960968018 + ], + "logprob_reward": -0.07895772159099579, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895772159099579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0895998552441597, + 0.0483890175819397, + 0.022735513746738434, + 0.0554409921169281, + 0.08644864708185196, + 0.22726385295391083, + 0.13111276924610138, + 0.18360254168510437, + 0.09597406536340714, + 0.05943276360630989 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.07895772159099579 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, begins its slow but steady advance. At its center lies a towering spire composed of countless plump, golden kernels, tightly packed together. Standing against a pure, deep black background, it appears both majestic and fragile. A concentrated, dramatic overhead light sculpts the smooth, waxy surface of each kernel with brilliant highlights and deep shadows, intensifying its three-dimensional graininess. Suddenly, the structure begins to unravel from within, with the top tip losing its balance first. Then, the entire structure collapses from top to bottom, instantly dissolving into a surging golden torrent. Countless kernels collide, bounce, and tumble, like a flowing, shimmering sand dune, rushing toward the approaching camera, threatening to engulf the frame. The entire process unfolds in a chaotic yet rhythmic beauty, creating a visual atmosphere of grandeur, abundance, and even surrealism.", + "seed": 8083, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_5/index_1853_seed_8083_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03527263649739325, + "vlm_logprob": -0.03527263649739325, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.03527263649739325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02579858899116516 + ], + "opposite_logprob_tokens": [ + -3.7757985591888428 + ], + "logprob_reward": -0.02579858899116516, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02579858899116516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27063336968421936, + 0.0487106591463089, + 0.0744917020201683, + 0.15236032009124756, + 0.11680910736322403, + 0.03486878052353859, + 0.06100767105817795, + 0.030479807406663895, + 0.11876259744167328, + 0.09187597781419754 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.02579858899116516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026380447670817375 + ], + "opposite_logprob_tokens": [ + -3.6513805389404297 + ], + "logprob_reward": -0.026380447670817375, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026380447670817375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30241698026657104, + 0.07200830429792404, + 0.028083931654691696, + 0.03670242801308632, + 0.08647145330905914, + 0.036368101835250854, + 0.11006124317646027, + 0.027910733595490456, + 0.1391819417476654, + 0.16079485416412354 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.026380447670817375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036190745886415243 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036190745886415243, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036190745886415243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06667046993970871, + 0.04443861171603203, + 0.07452352344989777, + 0.04585319757461548, + 0.09637918323278427, + 0.14885744452476501, + 0.1616692692041397, + 0.0306540634483099, + 0.18243908882141113, + 0.14851513504981995 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.0036190745886415243 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639005314558744 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007639005314558744, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639005314558744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1716829240322113, + 0.09969329833984375, + 0.02159549482166767, + 0.06656085699796677, + 0.024251122027635574, + 0.05341767519712448, + 0.16685202717781067, + 0.046974219381809235, + 0.2113862782716751, + 0.13758613169193268 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.007639005314558744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the central subject a towering spire composed of tightly packed golden kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure, deep black color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the spire structure unravel from the top tip and collapse downwards into a torrent of kernels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the kernels collide, bounce, and tumble toward the camera like a flowing sand dune?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot from a slightly upward angle and moving forward in a slow advance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292606592178345 + ], + "opposite_logprob_tokens": [ + -2.2379260063171387 + ], + "logprob_reward": -0.11292606592178345, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292606592178345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22262217104434967, + 0.06544505059719086, + 0.03922576084733009, + 0.054518092423677444, + 0.04495801776647568, + 0.14021961390972137, + 0.14867597818374634, + 0.03756898641586304, + 0.07140296697616577, + 0.1753634512424469 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.11292606592178345 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_6/index_tensor([803, 803])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_6/index_tensor([803, 803])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eaafb2a30507095b7aca674647a992191d985269 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_6/index_tensor([803, 803])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "violent, shaky, overhead, medium-long shot places the viewer at the epicenter of a sudden catastrophe, capturing the apocalyptic spectacle of the ancient Great Wall crumbling. Beneath a gloomy, dark-clouded sky, the majestic wall, its weathered, gray-brown stone covered in moss and cracked, is structurally disintegrating from the violent tremors of the earth. Huge cracks spread across the wall like lightning, and then, with devastating force and a dull roar, boulders weighing several tons and of varying shapes rip from their towering parapets, tumbling down the hillside, sending up clouds of dust and debris as they impact. The camera itself shakes violently with the ground's vibrations, simulating an immersive sense of vertigo and instability, imbuing each tumble and crash of stone with visual and auditory impact. The entire scene, framed by the gloomy natural light, creates a subdued, chaotic palette, perfectly conveying the overwhelming panic and tension wrought by the devastating collapse of this historic monument.", + "seed": 7055, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_6/index_803_seed_7055_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2962183617055416, + "vlm_logprob": -0.2962183617055416, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.2962183617055416, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043966878205537796 + ], + "opposite_logprob_tokens": [ + -3.168966770172119 + ], + "logprob_reward": -0.043966878205537796, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043966878205537796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2637532353401184, + 0.05218606814742088, + 0.30007657408714294, + 0.06146560236811638, + 0.0859481543302536, + 0.0775459036231041, + 0.047862447798252106, + 0.03285323828458786, + 0.030701378360390663, + 0.04760737717151642 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.043966878205537796 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236064672470093 + ], + "opposite_logprob_tokens": [ + -0.3486064374446869 + ], + "logprob_reward": -1.2236064672470093, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236064672470093, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12573941051959991, + 0.04823148623108864, + 0.11050468683242798, + 0.33555954694747925, + 0.07499757409095764, + 0.08260050415992737, + 0.10067008435726166, + 0.026663117110729218, + 0.028642944991588593, + 0.06639058142900467 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -1.2236064672470093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311089962720871 + ], + "opposite_logprob_tokens": [ + -3.1681108474731445 + ], + "logprob_reward": -0.04311089962720871, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311089962720871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16289551556110382, + 0.04828271642327309, + 0.1649244874715805, + 0.33742162585258484, + 0.03205709531903267, + 0.07242261618375778, + 0.10919543355703354, + 0.013592706061899662, + 0.017915649339556694, + 0.04129217565059662 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.04311089962720871 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036607086658478 + ], + "opposite_logprob_tokens": [ + -2.3503661155700684 + ], + "logprob_reward": -0.10036607086658478, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036607086658478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3433505594730377, + 0.027422629296779633, + 0.0693536028265953, + 0.2271611988544464, + 0.07047896832227707, + 0.08381539583206177, + 0.032094262540340424, + 0.06289026141166687, + 0.018608564510941505, + 0.06482456624507904 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.10036607086658478 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004149258136749 + ], + "opposite_logprob_tokens": [ + -2.6950414180755615 + ], + "logprob_reward": -0.07004149258136749, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004149258136749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09837877005338669, + 0.02732977829873562, + 0.15315701067447662, + 0.4956994354724884, + 0.030749177560210228, + 0.04508543014526367, + 0.04662318900227547, + 0.02538280002772808, + 0.016133638098835945, + 0.06146081164479256 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.07004149258136749 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "violent, shaky, overhead, medium-long shot places the viewer at the epicenter of a sudden catastrophe, capturing the apocalyptic spectacle of the ancient Great Wall crumbling. Beneath a gloomy, dark-clouded sky, the majestic wall, its weathered, gray-brown stone covered in moss and cracked, is structurally disintegrating from the violent tremors of the earth. Huge cracks spread across the wall like lightning, and then, with devastating force and a dull roar, boulders weighing several tons and of varying shapes rip from their towering parapets, tumbling down the hillside, sending up clouds of dust and debris as they impact. The camera itself shakes violently with the ground's vibrations, simulating an immersive sense of vertigo and instability, imbuing each tumble and crash of stone with visual and auditory impact. The entire scene, framed by the gloomy natural light, creates a subdued, chaotic palette, perfectly conveying the overwhelming panic and tension wrought by the devastating collapse of this historic monument.", + "seed": 7056, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_6/index_803_seed_7056_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07165706409141422, + "vlm_logprob": -0.07165706409141422, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.07165706409141422, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08108042925596237 + ], + "opposite_logprob_tokens": [ + -2.581080436706543 + ], + "logprob_reward": -0.08108042925596237, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08108042925596237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08466098457574844, + 0.05462031811475754, + 0.10194095224142075, + 0.12820634245872498, + 0.09105575084686279, + 0.2163877785205841, + 0.07660453766584396, + 0.09164945036172867, + 0.04572346806526184, + 0.10915042459964752 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.08108042925596237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158299803733826 + ], + "opposite_logprob_tokens": [ + -1.7015830278396606 + ], + "logprob_reward": -0.20158299803733826, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158299803733826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23196685314178467, + 0.07753464579582214, + 0.09424273669719696, + 0.10457507520914078, + 0.06162191927433014, + 0.0355401411652565, + 0.09487205743789673, + 0.09406530112028122, + 0.0343814492225647, + 0.17119979858398438 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.20158299803733826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088181287050247 + ], + "opposite_logprob_tokens": [ + -4.5110883712768555 + ], + "logprob_reward": -0.011088181287050247, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088181287050247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0669679194688797, + 0.09057510644197464, + 0.04842623323202133, + 0.1159261018037796, + 0.07391014695167542, + 0.08305541425943375, + 0.1294572502374649, + 0.1001189574599266, + 0.027461431920528412, + 0.26410144567489624 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.011088181287050247 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248968368396163 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.00248968368396163, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248968368396163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35906341671943665, + 0.055501509457826614, + 0.05952218174934387, + 0.08568712323904037, + 0.0322408452630043, + 0.10766800493001938, + 0.0771215632557869, + 0.07047538459300995, + 0.037529706954956055, + 0.11519022285938263 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.00248968368396163 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204402819275856 + ], + "opposite_logprob_tokens": [ + -2.812044143676758 + ], + "logprob_reward": -0.06204402819275856, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204402819275856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09309661388397217, + 0.10796666890382767, + 0.15951158106327057, + 0.04551107808947563, + 0.0693865492939949, + 0.21601654589176178, + 0.08347755670547485, + 0.09488538652658463, + 0.04539211094379425, + 0.08475593477487564 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.06204402819275856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "violent, shaky, overhead, medium-long shot places the viewer at the epicenter of a sudden catastrophe, capturing the apocalyptic spectacle of the ancient Great Wall crumbling. Beneath a gloomy, dark-clouded sky, the majestic wall, its weathered, gray-brown stone covered in moss and cracked, is structurally disintegrating from the violent tremors of the earth. Huge cracks spread across the wall like lightning, and then, with devastating force and a dull roar, boulders weighing several tons and of varying shapes rip from their towering parapets, tumbling down the hillside, sending up clouds of dust and debris as they impact. The camera itself shakes violently with the ground's vibrations, simulating an immersive sense of vertigo and instability, imbuing each tumble and crash of stone with visual and auditory impact. The entire scene, framed by the gloomy natural light, creates a subdued, chaotic palette, perfectly conveying the overwhelming panic and tension wrought by the devastating collapse of this historic monument.", + "seed": 7057, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_6/index_803_seed_7057_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01504173018038273, + "vlm_logprob": -0.01504173018038273, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.01504173018038273, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01988207921385765 + ], + "opposite_logprob_tokens": [ + -4.0198822021484375 + ], + "logprob_reward": -0.01988207921385765, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01988207921385765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14704197645187378, + 0.04378494620323181, + 0.019763562828302383, + 0.22352541983127594, + 0.023504789918661118, + 0.03941752389073372, + 0.06431601941585541, + 0.05428342521190643, + 0.02264336496591568, + 0.36171892285346985 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.01988207921385765 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584993064403534 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020584993064403534, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584993064403534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1085982620716095, + 0.04931776970624924, + 0.021990709006786346, + 0.4152337312698364, + 0.03580741956830025, + 0.15918409824371338, + 0.07791648805141449, + 0.0528947077691555, + 0.007258008699864149, + 0.07179878652095795 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.020584993064403534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003619787283241749 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.003619787283241749, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003619787283241749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08515892922878265, + 0.06476621329784393, + 0.01434310432523489, + 0.4735516607761383, + 0.03378479927778244, + 0.09508159011602402, + 0.08889012038707733, + 0.04596501961350441, + 0.02578742615878582, + 0.07267113029956818 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.003619787283241749 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013334201648831367 + ], + "opposite_logprob_tokens": [ + -6.626333236694336 + ], + "logprob_reward": -0.0013334201648831367, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013334201648831367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1438363492488861, + 0.10509956628084183, + 0.027881035581231117, + 0.228526771068573, + 0.060552965849637985, + 0.04210492596030235, + 0.08621320873498917, + 0.08453774452209473, + 0.03654898330569267, + 0.18469847738742828 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.0013334201648831367 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029788371175527573 + ], + "opposite_logprob_tokens": [ + -3.5297882556915283 + ], + "logprob_reward": -0.029788371175527573, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029788371175527573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37393468618392944, + 0.046448010951280594, + 0.0491136871278286, + 0.2285303771495819, + 0.052445098757743835, + 0.055285900831222534, + 0.03577028587460518, + 0.058310896158218384, + 0.03198027238249779, + 0.0681808814406395 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.029788371175527573 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "violent, shaky, overhead, medium-long shot places the viewer at the epicenter of a sudden catastrophe, capturing the apocalyptic spectacle of the ancient Great Wall crumbling. Beneath a gloomy, dark-clouded sky, the majestic wall, its weathered, gray-brown stone covered in moss and cracked, is structurally disintegrating from the violent tremors of the earth. Huge cracks spread across the wall like lightning, and then, with devastating force and a dull roar, boulders weighing several tons and of varying shapes rip from their towering parapets, tumbling down the hillside, sending up clouds of dust and debris as they impact. The camera itself shakes violently with the ground's vibrations, simulating an immersive sense of vertigo and instability, imbuing each tumble and crash of stone with visual and auditory impact. The entire scene, framed by the gloomy natural light, creates a subdued, chaotic palette, perfectly conveying the overwhelming panic and tension wrought by the devastating collapse of this historic monument.", + "seed": 7058, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_6/index_803_seed_7058_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08945773704908788, + "vlm_logprob": -0.08945773704908788, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.08945773704908788, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1612706482410431 + ], + "opposite_logprob_tokens": [ + -1.9112706184387207 + ], + "logprob_reward": -0.1612706482410431, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1612706482410431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07417561858892441, + 0.1145150437951088, + 0.041044607758522034, + 0.08244454115629196, + 0.06121521070599556, + 0.05539434030652046, + 0.08671534806489944, + 0.12801039218902588, + 0.16378317773342133, + 0.19270174205303192 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.1612706482410431 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603570431470871 + ], + "opposite_logprob_tokens": [ + -1.9103569984436035 + ], + "logprob_reward": -0.1603570431470871, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603570431470871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33367976546287537, + 0.12418179959058762, + 0.051590315997600555, + 0.13043032586574554, + 0.051330309361219406, + 0.034566543996334076, + 0.11536756902933121, + 0.04078676179051399, + 0.07708820700645447, + 0.040978360921144485 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.1603570431470871 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307504743337631 + ], + "opposite_logprob_tokens": [ + -3.1680750846862793 + ], + "logprob_reward": -0.04307504743337631, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307504743337631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38393115997314453, + 0.14133837819099426, + 0.038833774626255035, + 0.13719333708286285, + 0.04574669525027275, + 0.02915261499583721, + 0.04315739497542381, + 0.021847419440746307, + 0.12531079351902008, + 0.03348841145634651 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04307504743337631 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614679677411914 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.003614679677411914, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614679677411914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1987718641757965, + 0.21286796033382416, + 0.044187016785144806, + 0.15723592042922974, + 0.061565566807985306, + 0.035202063620090485, + 0.05249912664294243, + 0.034403830766677856, + 0.07921801507472992, + 0.12404869496822357 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.003614679677411914 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the ancient Great Wall made of weathered gray-brown stone covered in moss and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the Great Wall shown structurally disintegrating with huge cracks spreading across it like lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are huge boulders of varying shapes seen ripping from the wall's parapets and tumbling down the hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment characterized by a gloomy, dark-clouded sky and a subdued, chaotic palette of dust and debris?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot overhead and medium-long, shaking violently to simulate ground vibrations?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.078971266746521 + ], + "opposite_logprob_tokens": [ + -2.5789713859558105 + ], + "logprob_reward": -0.078971266746521, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.078971266746521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5851492881774902, + 0.11269554495811462, + 0.026828864589333534, + 0.09293797612190247, + 0.03121793083846569, + 0.01133495382964611, + 0.03437173366546631, + 0.020676488056778908, + 0.015521683730185032, + 0.06926540285348892 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.078971266746521 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_7/index_tensor([5528, 5528])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_7/index_tensor([5528, 5528])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8ea70a150d961d968641a6edc6af17feb8a1565f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_7/index_tensor([5528, 5528])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, almost touching the ground, captures two hideous green frogs engaged in a fierce nighttime duel, captured in a documentary-style manner. Their skin, covered in bumps and blotches of varying shades of green, reflects a clammy, greasy sheen in the dim halo cast by a lone streetlight overhead. Their white throat sacs bulge to the limit like balloons, their eyes wide open with primal aggression as they engage in a ferocious struggle. One frog stomps its powerful hind legs against the rough asphalt, attempting to flip its opponent over, while the other clings to its forelimbs, its body twisting in a desperate struggle. The limited light casts sharp shadows, dramatically exaggerating the tense muscles and ferocious facial expressions of each frog as they exert force, their slippery skin deforming subtly under the pressure. Surrounded by empty roads and deep night, everything except the center of the fight is hidden in darkness, making this silent and violent struggle appear particularly isolated and focused. The entire picture is full of primitive dynamics and breathtaking tension.", + "seed": 13492, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_7/index_5528_seed_13492_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.040197410993278025, + "vlm_logprob": -0.040197410993278025, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.040197410993278025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11073155701160431 + ], + "opposite_logprob_tokens": [ + -2.360731601715088 + ], + "logprob_reward": -0.11073155701160431, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11073155701160431, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0799359455704689, + 0.043951284140348434, + 0.0567345917224884, + 0.05429023131728172, + 0.5570642352104187, + 0.0510188564658165, + 0.04115300253033638, + 0.032450102269649506, + 0.011087769642472267, + 0.07231394946575165 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.11073155701160431 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209521003067493 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209521003067493, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209521003067493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05473148450255394, + 0.026964455842971802, + 0.020685996860265732, + 0.0305126141756773, + 0.5948767066001892, + 0.06500311940908432, + 0.044431451708078384, + 0.02936978079378605, + 0.07070107012987137, + 0.06272324174642563 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.014209521003067493 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370201960206032 + ], + "opposite_logprob_tokens": [ + -3.4087021350860596 + ], + "logprob_reward": -0.03370201960206032, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370201960206032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027125148102641106, + 0.027001770213246346, + 0.03578779846429825, + 0.04546794667840004, + 0.611788272857666, + 0.05731506645679474, + 0.029151318594813347, + 0.022766513749957085, + 0.03619777783751488, + 0.10739836096763611 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.03370201960206032 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864654965698719 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.00864654965698719, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864654965698719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038957394659519196, + 0.034530818462371826, + 0.03254703804850578, + 0.026266910135746002, + 0.617957353591919, + 0.052615899592638016, + 0.022699901834130287, + 0.027609368786215782, + 0.07442252337932587, + 0.0723927766084671 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.00864654965698719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369740769267082 + ], + "opposite_logprob_tokens": [ + -3.4086973667144775 + ], + "logprob_reward": -0.03369740769267082, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369740769267082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14396865665912628, + 0.07498012483119965, + 0.042215630412101746, + 0.07660124450922012, + 0.35255497694015503, + 0.1665399819612503, + 0.03692025691270828, + 0.01628275215625763, + 0.01870284043252468, + 0.07123351097106934 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.03369740769267082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, almost touching the ground, captures two hideous green frogs engaged in a fierce nighttime duel, captured in a documentary-style manner. Their skin, covered in bumps and blotches of varying shades of green, reflects a clammy, greasy sheen in the dim halo cast by a lone streetlight overhead. Their white throat sacs bulge to the limit like balloons, their eyes wide open with primal aggression as they engage in a ferocious struggle. One frog stomps its powerful hind legs against the rough asphalt, attempting to flip its opponent over, while the other clings to its forelimbs, its body twisting in a desperate struggle. The limited light casts sharp shadows, dramatically exaggerating the tense muscles and ferocious facial expressions of each frog as they exert force, their slippery skin deforming subtly under the pressure. Surrounded by empty roads and deep night, everything except the center of the fight is hidden in darkness, making this silent and violent struggle appear particularly isolated and focused. The entire picture is full of primitive dynamics and breathtaking tension.", + "seed": 13493, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_7/index_5528_seed_13493_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02795890374109149, + "vlm_logprob": -0.02795890374109149, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.02795890374109149, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05609564855694771 + ], + "opposite_logprob_tokens": [ + -3.056095600128174 + ], + "logprob_reward": -0.05609564855694771, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05609564855694771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2426084578037262, + 0.08603949844837189, + 0.03813479468226433, + 0.14563877880573273, + 0.044386085122823715, + 0.19250079989433289, + 0.01946040242910385, + 0.02240079455077648, + 0.1667618751525879, + 0.04206853732466698 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.05609564855694771 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255878061056137 + ], + "opposite_logprob_tokens": [ + -4.387558937072754 + ], + "logprob_reward": -0.01255878061056137, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255878061056137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19352668523788452, + 0.2314821481704712, + 0.048410993069410324, + 0.0555301234126091, + 0.12613283097743988, + 0.10504478961229324, + 0.026876572519540787, + 0.04856770113110542, + 0.11766860634088516, + 0.04675953462719917 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.01255878061056137 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033703748136758804 + ], + "opposite_logprob_tokens": [ + -3.4087038040161133 + ], + "logprob_reward": -0.033703748136758804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033703748136758804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1081882119178772, + 0.11164174228906631, + 0.08376507461071014, + 0.08721119910478592, + 0.045934420078992844, + 0.26093336939811707, + 0.029285896569490433, + 0.03827191889286041, + 0.16948923468589783, + 0.06527895480394363 + ], + "top_frames": [ + 5, + 8, + 1 + ], + "selected_reward": -0.033703748136758804 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636283989995718 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636283989995718, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636283989995718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14896509051322937, + 0.1941765397787094, + 0.09686094522476196, + 0.08047767728567123, + 0.04273461923003197, + 0.10043719410896301, + 0.12107458710670471, + 0.05606922134757042, + 0.07746472954750061, + 0.0817393884062767 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.007636283989995718 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800057411193848 + ], + "opposite_logprob_tokens": [ + -3.5297999382019043 + ], + "logprob_reward": -0.029800057411193848, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800057411193848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.299023300409317, + 0.085929736495018, + 0.02374963089823723, + 0.023051142692565918, + 0.06864579021930695, + 0.16175851225852966, + 0.023613637313246727, + 0.049612533301115036, + 0.2292625606060028, + 0.035353127866983414 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.029800057411193848 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, almost touching the ground, captures two hideous green frogs engaged in a fierce nighttime duel, captured in a documentary-style manner. Their skin, covered in bumps and blotches of varying shades of green, reflects a clammy, greasy sheen in the dim halo cast by a lone streetlight overhead. Their white throat sacs bulge to the limit like balloons, their eyes wide open with primal aggression as they engage in a ferocious struggle. One frog stomps its powerful hind legs against the rough asphalt, attempting to flip its opponent over, while the other clings to its forelimbs, its body twisting in a desperate struggle. The limited light casts sharp shadows, dramatically exaggerating the tense muscles and ferocious facial expressions of each frog as they exert force, their slippery skin deforming subtly under the pressure. Surrounded by empty roads and deep night, everything except the center of the fight is hidden in darkness, making this silent and violent struggle appear particularly isolated and focused. The entire picture is full of primitive dynamics and breathtaking tension.", + "seed": 13494, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_7/index_5528_seed_13494_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025684421230107547, + "vlm_logprob": -0.025684421230107547, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.025684421230107547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054475195705890656 + ], + "opposite_logprob_tokens": [ + -3.0544753074645996 + ], + "logprob_reward": -0.054475195705890656, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.054475195705890656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08542947471141815, + 0.062010206282138824, + 0.21027345955371857, + 0.1705935150384903, + 0.04492935910820961, + 0.16496847569942474, + 0.06512943655252457, + 0.12576214969158173, + 0.03566466271877289, + 0.035239327698946 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.054475195705890656 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005963153671473265 + ], + "opposite_logprob_tokens": [ + -5.130963325500488 + ], + "logprob_reward": -0.005963153671473265, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005963153671473265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11316361278295517, + 0.06954345107078552, + 0.1890750676393509, + 0.09698271751403809, + 0.026099419221282005, + 0.20800518989562988, + 0.1671018749475479, + 0.05902988091111183, + 0.03604832664132118, + 0.0349503755569458 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.005963153671473265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189411610364914 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189411610364914, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189411610364914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12948426604270935, + 0.08979416638612747, + 0.07471904903650284, + 0.22078028321266174, + 0.06597290188074112, + 0.14993205666542053, + 0.09356854856014252, + 0.06321662664413452, + 0.0621781125664711, + 0.05035402998328209 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.018189411610364914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739622913300991 + ], + "opposite_logprob_tokens": [ + -5.006739616394043 + ], + "logprob_reward": -0.006739622913300991, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739622913300991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07856528460979462, + 0.08712202310562134, + 0.11445498466491699, + 0.10455694794654846, + 0.038821991533041, + 0.3231472969055176, + 0.07988269627094269, + 0.09014249593019485, + 0.04017028585076332, + 0.043135952204465866 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.006739622913300991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043054722249507904 + ], + "opposite_logprob_tokens": [ + -3.1680548191070557 + ], + "logprob_reward": -0.043054722249507904, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043054722249507904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09331195056438446, + 0.07658500224351883, + 0.03996935486793518, + 0.06496664881706238, + 0.15058477222919464, + 0.06028009206056595, + 0.09949672222137451, + 0.02676801010966301, + 0.14915242791175842, + 0.2388850748538971 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.043054722249507904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, almost touching the ground, captures two hideous green frogs engaged in a fierce nighttime duel, captured in a documentary-style manner. Their skin, covered in bumps and blotches of varying shades of green, reflects a clammy, greasy sheen in the dim halo cast by a lone streetlight overhead. Their white throat sacs bulge to the limit like balloons, their eyes wide open with primal aggression as they engage in a ferocious struggle. One frog stomps its powerful hind legs against the rough asphalt, attempting to flip its opponent over, while the other clings to its forelimbs, its body twisting in a desperate struggle. The limited light casts sharp shadows, dramatically exaggerating the tense muscles and ferocious facial expressions of each frog as they exert force, their slippery skin deforming subtly under the pressure. Surrounded by empty roads and deep night, everything except the center of the fight is hidden in darkness, making this silent and violent struggle appear particularly isolated and focused. The entire picture is full of primitive dynamics and breathtaking tension.", + "seed": 13495, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_7/index_5528_seed_13495_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03452203953638673, + "vlm_logprob": -0.03452203953638673, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.03452203953638673, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09407301992177963 + ], + "opposite_logprob_tokens": [ + -2.4690730571746826 + ], + "logprob_reward": -0.09407301992177963, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09407301992177963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018602941185235977, + 0.012916362844407558, + 0.009782870300114155, + 0.01237932313233614, + 0.045637499541044235, + 0.8405289649963379, + 0.005842167418450117, + 0.004317221697419882, + 0.016293467953801155, + 0.03369910269975662 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.09407301992177963 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255148183554411 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.01255148183554411, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255148183554411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1355542093515396, + 0.06321488320827484, + 0.09449560195207596, + 0.0552385188639164, + 0.04416579008102417, + 0.349361777305603, + 0.014939798973500729, + 0.06847677379846573, + 0.06931410729885101, + 0.10523852705955505 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.01255148183554411 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634306065738201 + ], + "opposite_logprob_tokens": [ + -3.6513431072235107 + ], + "logprob_reward": -0.02634306065738201, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634306065738201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04969923943281174, + 0.03206725791096687, + 0.03049670159816742, + 0.014477372169494629, + 0.14387358725070953, + 0.659699559211731, + 0.0061808861792087555, + 0.009435388259589672, + 0.01614401862025261, + 0.03792598098516464 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.02634306065738201 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952488165348768 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952488165348768, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952488165348768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011321227066218853, + 0.014476827345788479, + 0.01220521330833435, + 0.01173111330717802, + 0.01003794651478529, + 0.8781850337982178, + 0.006702634040266275, + 0.014443463645875454, + 0.01612665504217148, + 0.024769866839051247 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.005952488165348768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up view where the camera is almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two green frogs with bumpy, blotchy skin visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the frogs' white throat sacs bulging like balloons due to their struggle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one frog stomping its hind legs on rough asphalt while the other clings to its forelimbs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a single streetlight creating a dim halo and sharp shadows on the asphalt?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369014710187912 + ], + "opposite_logprob_tokens": [ + -3.4086902141571045 + ], + "logprob_reward": -0.03369014710187912, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369014710187912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017308630049228668, + 0.009326954372227192, + 0.008871895261108875, + 0.01324938889592886, + 0.06455738097429276, + 0.7242854237556458, + 0.02953425981104374, + 0.008291136473417282, + 0.026189973577857018, + 0.09838499128818512 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.03369014710187912 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_8/index_tensor([2192, 2192])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_8/index_tensor([2192, 2192])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..476660062bcb61365ccc6a861ba5703a1eb04290 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_8/index_tensor([2192, 2192])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle shot, shot from an extremely low angle, emulating the realistic shakiness of a handheld camera, places the viewer on the surface of an impending storm. A towering wave, as majestic as a mountain, dominates the frame, crashing forward with thunderous force. The wave's base is a deep, ominous indigo, gradually transitioning upward to a translucent wall of sun-drenched, shimmering turquoise. Its curving crests, ripped by the rapid motion, rip into countless lines of white water. As the wave crashes, countless tons of seawater explode, stirring up a cloud of white foam and mist that obscures the sky, forming a chaotic, churning wall of white water that fiercely engulfs everything in sight. A cold ray of sunlight, escaping the clouds, pierces the splashing water, reflecting a shifting light on countless droplets. The entire image blurs in a violent, dizzying tremor, conveying a sense of ultimate oppression and apocalyptic dread, a sense of inescapable fear in the face of the might of nature.", + "seed": 1525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_8/index_2192_seed_1525_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3888348117470741, + "vlm_logprob": -0.3888348117470741, + "vlm_yes_no_margin": 1.799999976158142, + "vlm_token_credit": -0.3888348117470741, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13601838052272797 + ], + "opposite_logprob_tokens": [ + -2.1360182762145996 + ], + "logprob_reward": -0.13601838052272797, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.13601838052272797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2649534046649933, + 0.029259037226438522, + 0.04796266183257103, + 0.01600455678999424, + 0.4829137325286865, + 0.021081261336803436, + 0.0358564555644989, + 0.04952215775847435, + 0.012894636951386929, + 0.03955208882689476 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.13601838052272797 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406367540359497 + ], + "opposite_logprob_tokens": [ + -0.2813675105571747 + ], + "logprob_reward": -1.406367540359497, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406367540359497, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07084355503320694, + 0.054851233959198, + 0.13853883743286133, + 0.027500484138727188, + 0.1561582386493683, + 0.10578013956546783, + 0.11114494502544403, + 0.1405150294303894, + 0.055727653205394745, + 0.13893993198871613 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -1.406367540359497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308688774704933 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308688774704933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308688774704933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3720868229866028, + 0.08509601652622223, + 0.12450613081455231, + 0.05456902086734772, + 0.058725543320178986, + 0.05496804416179657, + 0.06538712978363037, + 0.12307919561862946, + 0.041878700256347656, + 0.01970335841178894 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.023308688774704933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819844290614128 + ], + "opposite_logprob_tokens": [ + -3.5298197269439697 + ], + "logprob_reward": -0.029819844290614128, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819844290614128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15691494941711426, + 0.03447164222598076, + 0.14001700282096863, + 0.08678484708070755, + 0.056329790502786636, + 0.07355915009975433, + 0.24380266666412354, + 0.10912483185529709, + 0.048052828758955, + 0.05094221606850624 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.029819844290614128 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34865960478782654 + ], + "opposite_logprob_tokens": [ + -1.223659634590149 + ], + "logprob_reward": -0.34865960478782654, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34865960478782654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0934559777379036, + 0.07257726043462753, + 0.23294447362422943, + 0.051250964403152466, + 0.09557091444730759, + 0.12429758906364441, + 0.0921429917216301, + 0.10515964776277542, + 0.0656571015715599, + 0.06694304198026657 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.34865960478782654 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from an extremely low angle, emulating the realistic shakiness of a handheld camera, places the viewer on the surface of an impending storm. A towering wave, as majestic as a mountain, dominates the frame, crashing forward with thunderous force. The wave's base is a deep, ominous indigo, gradually transitioning upward to a translucent wall of sun-drenched, shimmering turquoise. Its curving crests, ripped by the rapid motion, rip into countless lines of white water. As the wave crashes, countless tons of seawater explode, stirring up a cloud of white foam and mist that obscures the sky, forming a chaotic, churning wall of white water that fiercely engulfs everything in sight. A cold ray of sunlight, escaping the clouds, pierces the splashing water, reflecting a shifting light on countless droplets. The entire image blurs in a violent, dizzying tremor, conveying a sense of ultimate oppression and apocalyptic dread, a sense of inescapable fear in the face of the might of nature.", + "seed": 1526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_8/index_2192_seed_1526_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2604670491069555, + "vlm_logprob": -0.2604670491069555, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.2604670491069555, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14975208044052124 + ], + "opposite_logprob_tokens": [ + -2.024752140045166 + ], + "logprob_reward": -0.14975208044052124, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14975208044052124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1725427657365799, + 0.07496371120214462, + 0.07410220801830292, + 0.07580911368131638, + 0.11346825212240219, + 0.06756825000047684, + 0.07036089152097702, + 0.10765087604522705, + 0.10624958574771881, + 0.1372842937707901 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.14975208044052124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983668088912964 + ], + "opposite_logprob_tokens": [ + -0.5233668088912964 + ], + "logprob_reward": -0.8983668088912964, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983668088912964, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11361712962388992, + 0.0984186977148056, + 0.1450071781873703, + 0.05973416566848755, + 0.0648999810218811, + 0.07484661042690277, + 0.036387849599123, + 0.11128215491771698, + 0.15139523148536682, + 0.14441102743148804 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.8983668088912964 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608150638639927 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.01608150638639927, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608150638639927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12051670253276825, + 0.21157070994377136, + 0.07599946856498718, + 0.0560871958732605, + 0.07687966525554657, + 0.05512714758515358, + 0.03359239548444748, + 0.17161256074905396, + 0.051969997584819794, + 0.14664413034915924 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.01608150638639927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550774961709976 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550774961709976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550774961709976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05720260739326477, + 0.07493031024932861, + 0.13073916733264923, + 0.15461795032024384, + 0.06268192082643509, + 0.053535252809524536, + 0.04567471519112587, + 0.1254989504814148, + 0.055423520505428314, + 0.23969560861587524 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.012550774961709976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558407485485077 + ], + "opposite_logprob_tokens": [ + -1.6005840301513672 + ], + "logprob_reward": -0.22558407485485077, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558407485485077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0690215602517128, + 0.11910240352153778, + 0.1513088345527649, + 0.07627268135547638, + 0.08318977057933807, + 0.04048869386315346, + 0.040812958031892776, + 0.15182988345623016, + 0.15711942315101624, + 0.11085372418165207 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.22558407485485077 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from an extremely low angle, emulating the realistic shakiness of a handheld camera, places the viewer on the surface of an impending storm. A towering wave, as majestic as a mountain, dominates the frame, crashing forward with thunderous force. The wave's base is a deep, ominous indigo, gradually transitioning upward to a translucent wall of sun-drenched, shimmering turquoise. Its curving crests, ripped by the rapid motion, rip into countless lines of white water. As the wave crashes, countless tons of seawater explode, stirring up a cloud of white foam and mist that obscures the sky, forming a chaotic, churning wall of white water that fiercely engulfs everything in sight. A cold ray of sunlight, escaping the clouds, pierces the splashing water, reflecting a shifting light on countless droplets. The entire image blurs in a violent, dizzying tremor, conveying a sense of ultimate oppression and apocalyptic dread, a sense of inescapable fear in the face of the might of nature.", + "seed": 1527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_8/index_2192_seed_1527_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.35637817718088627, + "vlm_logprob": -0.35637817718088627, + "vlm_yes_no_margin": 1.9, + "vlm_token_credit": -0.35637817718088627, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10467271506786346 + ], + "opposite_logprob_tokens": [ + -2.35467267036438 + ], + "logprob_reward": -0.10467271506786346, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10467271506786346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20453092455863953, + 0.09988532215356827, + 0.10451092571020126, + 0.07128240168094635, + 0.08746394515037537, + 0.045003391802310944, + 0.0367315411567688, + 0.10523275285959244, + 0.21674533188343048, + 0.028613464906811714 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.10467271506786346 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063385725021362 + ], + "opposite_logprob_tokens": [ + -0.28133854269981384 + ], + "logprob_reward": -1.4063385725021362, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063385725021362, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1310100108385086, + 0.18523672223091125, + 0.110080786049366, + 0.08662881702184677, + 0.08318039774894714, + 0.05778276547789574, + 0.0709659606218338, + 0.06211116164922714, + 0.15284758806228638, + 0.06015582010149956 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -1.4063385725021362 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020611384883522987 + ], + "opposite_logprob_tokens": [ + -3.89561128616333 + ], + "logprob_reward": -0.020611384883522987, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020611384883522987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20189210772514343, + 0.1979140341281891, + 0.04174236208200455, + 0.0772833377122879, + 0.05639015883207321, + 0.06732174754142761, + 0.059356801211833954, + 0.07575375586748123, + 0.18668082356452942, + 0.035664938390254974 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.020611384883522987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867283254861832 + ], + "opposite_logprob_tokens": [ + -3.048672914505005 + ], + "logprob_reward": -0.04867283254861832, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867283254861832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11571985483169556, + 0.08595293015241623, + 0.06812499463558197, + 0.12851420044898987, + 0.06360694020986557, + 0.05885495990514755, + 0.05690734088420868, + 0.07447312772274017, + 0.24315635859966278, + 0.10468930006027222 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.04867283254861832 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159538090229034 + ], + "opposite_logprob_tokens": [ + -1.701595425605774 + ], + "logprob_reward": -0.20159538090229034, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159538090229034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11535748094320297, + 0.15151625871658325, + 0.13922585546970367, + 0.09081534296274185, + 0.03862564265727997, + 0.10607613623142242, + 0.06161203235387802, + 0.0836823433637619, + 0.09117623418569565, + 0.12191268801689148 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.20159538090229034 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from an extremely low angle, emulating the realistic shakiness of a handheld camera, places the viewer on the surface of an impending storm. A towering wave, as majestic as a mountain, dominates the frame, crashing forward with thunderous force. The wave's base is a deep, ominous indigo, gradually transitioning upward to a translucent wall of sun-drenched, shimmering turquoise. Its curving crests, ripped by the rapid motion, rip into countless lines of white water. As the wave crashes, countless tons of seawater explode, stirring up a cloud of white foam and mist that obscures the sky, forming a chaotic, churning wall of white water that fiercely engulfs everything in sight. A cold ray of sunlight, escaping the clouds, pierces the splashing water, reflecting a shifting light on countless droplets. The entire image blurs in a violent, dizzying tremor, conveying a sense of ultimate oppression and apocalyptic dread, a sense of inescapable fear in the face of the might of nature.", + "seed": 1528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_8/index_2192_seed_1528_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.39019329138100145, + "vlm_logprob": -0.39019329138100145, + "vlm_yes_no_margin": 1.6999999761581421, + "vlm_token_credit": -0.39019329138100145, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14533860981464386 + ], + "opposite_logprob_tokens": [ + -2.020338535308838 + ], + "logprob_reward": -0.14533860981464386, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14533860981464386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2044595330953598, + 0.07763136923313141, + 0.08573172241449356, + 0.04718276113271713, + 0.10342415422201157, + 0.15745770931243896, + 0.034852515906095505, + 0.07609722763299942, + 0.1498810350894928, + 0.06328192353248596 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.14533860981464386 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.502085566520691 + ], + "opposite_logprob_tokens": [ + -0.25208553671836853 + ], + "logprob_reward": -1.502085566520691, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.502085566520691, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09303494542837143, + 0.06468143314123154, + 0.08750735223293304, + 0.12223309278488159, + 0.09713674336671829, + 0.21812206506729126, + 0.0436665415763855, + 0.04224647954106331, + 0.056267380714416504, + 0.17510388791561127 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -1.502085566520691 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609065569937229 + ], + "opposite_logprob_tokens": [ + -4.1410908699035645 + ], + "logprob_reward": -0.01609065569937229, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609065569937229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12988686561584473, + 0.06890001893043518, + 0.1334940493106842, + 0.08863814920186996, + 0.1783369481563568, + 0.0513872355222702, + 0.06545156985521317, + 0.06778822839260101, + 0.16833806037902832, + 0.0477788969874382 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.01609065569937229 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038770973682404 + ], + "opposite_logprob_tokens": [ + -1.9103877544403076 + ], + "logprob_reward": -0.16038770973682404, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038770973682404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15493978559970856, + 0.11899874359369278, + 0.15460103750228882, + 0.1258312314748764, + 0.047264210879802704, + 0.08730809390544891, + 0.024847790598869324, + 0.09841427206993103, + 0.059314142912626266, + 0.1284807026386261 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.16038770973682404 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from an extremely low angle placing the viewer on the surface of the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera exhibit realistic shakiness emulating a handheld recording?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering wave dominating the frame with a base of deep indigo transitioning to translucent turquoise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wave crash forward with visible white foam and mist obscuring the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a cold ray of sunlight visible piercing through the clouds and reflecting on water droplets?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706391513347626 + ], + "opposite_logprob_tokens": [ + -2.1270639896392822 + ], + "logprob_reward": -0.12706391513347626, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706391513347626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1618470549583435, + 0.09796160459518433, + 0.08736756443977356, + 0.08675670623779297, + 0.0761859193444252, + 0.09955934435129166, + 0.06063815951347351, + 0.0385957695543766, + 0.04477701708674431, + 0.24631088972091675 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.12706391513347626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_9/index_tensor([479, 479])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_9/index_tensor([479, 479])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f2a0b258110b39caf2befb632fca90286949b9fe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_9/index_tensor([479, 479])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, filmed from a low angle, the camera slowly advances at an almost imperceptible pace, focusing on a Taoist priest clad in a dark blue silk Bagua robe. His hair is pulled high in a bun, secured only by a simple wooden hairpin. His face is stern with intense concentration, his brows furrowed, his eyes fixed hawk-like, intently. He stands firmly in a horse stance, one hand gripping a mahogany sword, the blade pointed forward in a defensive stance. The ancient runes carved into the blade glow faintly, almost invisible, in the dim light. He is in an ancient, gloomy chamber, the only illumination coming from the flickering candlelight on the altar a few steps away, casting long, oscillating shadows on the rough stone wall. On the wall opposite him, a vast, amorphous shadow twists and dances madly, stretching and contracting like a living mass of pure darkness, performing an eerie performance in a silent, malevolent rhythm. The air was filled with smoke from incense and candles, and the entire scene was shrouded in a warm light, but the atmosphere was extremely tense and cold, perfectly capturing the climax of this silent confrontation between the sacred and the unholy.", + "seed": 27798, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_9/index_479_seed_27798_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10687124086543917, + "vlm_logprob": -0.10687124086543917, + "vlm_yes_no_margin": 2.799999952316284, + "vlm_token_credit": -0.10687124086543917, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1667674332857132 + ], + "opposite_logprob_tokens": [ + -2.0417673587799072 + ], + "logprob_reward": -0.1667674332857132, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1667674332857132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27527520060539246, + 0.08788633346557617, + 0.06818528473377228, + 0.08628860861063004, + 0.08262760192155838, + 0.0572577603161335, + 0.07876993715763092, + 0.12281902134418488, + 0.07996860891580582, + 0.060921669006347656 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.1667674332857132 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015715092420578 + ], + "opposite_logprob_tokens": [ + -1.7015714645385742 + ], + "logprob_reward": -0.2015715092420578, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015715092420578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32694193720817566, + 0.09529656916856766, + 0.04280721768736839, + 0.08611014485359192, + 0.11808551847934723, + 0.03832541033625603, + 0.04353874549269676, + 0.08357226103544235, + 0.06950651854276657, + 0.09581565856933594 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.2015715092420578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371308371424675 + ], + "opposite_logprob_tokens": [ + -3.4087131023406982 + ], + "logprob_reward": -0.03371308371424675, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371308371424675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20447181165218353, + 0.14363576471805573, + 0.05898658558726311, + 0.1213250458240509, + 0.09888769686222076, + 0.10213162750005722, + 0.04049714282155037, + 0.07950688153505325, + 0.054743438959121704, + 0.09581399708986282 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.03371308371424675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705571949481964 + ], + "opposite_logprob_tokens": [ + -2.1270556449890137 + ], + "logprob_reward": -0.12705571949481964, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12705571949481964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19501005113124847, + 0.1103823184967041, + 0.06070532649755478, + 0.08741942048072815, + 0.06955890357494354, + 0.1054997444152832, + 0.0561702735722065, + 0.13063384592533112, + 0.08220667392015457, + 0.10241343080997467 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.12705571949481964 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248458590358496 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248458590358496, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248458590358496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2835530638694763, + 0.059264861047267914, + 0.041153986006975174, + 0.1114557608962059, + 0.04406864941120148, + 0.11166511476039886, + 0.12312368303537369, + 0.10760578513145447, + 0.0875149667263031, + 0.030594071373343468 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.005248458590358496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a low angle, the camera slowly advances at an almost imperceptible pace, focusing on a Taoist priest clad in a dark blue silk Bagua robe. His hair is pulled high in a bun, secured only by a simple wooden hairpin. His face is stern with intense concentration, his brows furrowed, his eyes fixed hawk-like, intently. He stands firmly in a horse stance, one hand gripping a mahogany sword, the blade pointed forward in a defensive stance. The ancient runes carved into the blade glow faintly, almost invisible, in the dim light. He is in an ancient, gloomy chamber, the only illumination coming from the flickering candlelight on the altar a few steps away, casting long, oscillating shadows on the rough stone wall. On the wall opposite him, a vast, amorphous shadow twists and dances madly, stretching and contracting like a living mass of pure darkness, performing an eerie performance in a silent, malevolent rhythm. The air was filled with smoke from incense and candles, and the entire scene was shrouded in a warm light, but the atmosphere was extremely tense and cold, perfectly capturing the climax of this silent confrontation between the sacred and the unholy.", + "seed": 27799, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_9/index_479_seed_27799_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07254707254469395, + "vlm_logprob": -0.07254707254469395, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.07254707254469395, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06437349319458008 + ], + "opposite_logprob_tokens": [ + -3.06437349319458 + ], + "logprob_reward": -0.06437349319458008, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06437349319458008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11132302135229111, + 0.04417848214507103, + 0.20621033012866974, + 0.051865532994270325, + 0.05769237130880356, + 0.03560822084546089, + 0.08928905427455902, + 0.07650256156921387, + 0.17519797384738922, + 0.15213243663311005 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.06437349319458008 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798919439315796 + ], + "opposite_logprob_tokens": [ + -1.8048919439315796 + ], + "logprob_reward": -0.1798919439315796, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798919439315796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0778789222240448, + 0.03406980261206627, + 0.3856823146343231, + 0.041416991502046585, + 0.047574665397405624, + 0.05849279463291168, + 0.09641755372285843, + 0.07146622985601425, + 0.11811594665050507, + 0.06888473033905029 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.1798919439315796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029814405366778374 + ], + "opposite_logprob_tokens": [ + -3.5298144817352295 + ], + "logprob_reward": -0.029814405366778374, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029814405366778374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0840095803141594, + 0.15446701645851135, + 0.29055118560791016, + 0.04013676941394806, + 0.02464587427675724, + 0.025772618129849434, + 0.04029903933405876, + 0.03469596058130264, + 0.13146169483661652, + 0.17396023869514465 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.029814405366778374 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054964564740657806 + ], + "opposite_logprob_tokens": [ + -2.929964542388916 + ], + "logprob_reward": -0.054964564740657806, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054964564740657806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1145397424697876, + 0.06719979643821716, + 0.11508187651634216, + 0.02202717214822769, + 0.03940558061003685, + 0.015984583646059036, + 0.12330792099237442, + 0.03001111000776291, + 0.15335406363010406, + 0.3190881609916687 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.054964564740657806 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033690955489873886 + ], + "opposite_logprob_tokens": [ + -3.408690929412842 + ], + "logprob_reward": -0.033690955489873886, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033690955489873886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19736041128635406, + 0.11988816410303116, + 0.2226811945438385, + 0.03404947370290756, + 0.012681229040026665, + 0.03821096569299698, + 0.2572558522224426, + 0.016821641474962234, + 0.03321732208132744, + 0.06783366948366165 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.033690955489873886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a low angle, the camera slowly advances at an almost imperceptible pace, focusing on a Taoist priest clad in a dark blue silk Bagua robe. His hair is pulled high in a bun, secured only by a simple wooden hairpin. His face is stern with intense concentration, his brows furrowed, his eyes fixed hawk-like, intently. He stands firmly in a horse stance, one hand gripping a mahogany sword, the blade pointed forward in a defensive stance. The ancient runes carved into the blade glow faintly, almost invisible, in the dim light. He is in an ancient, gloomy chamber, the only illumination coming from the flickering candlelight on the altar a few steps away, casting long, oscillating shadows on the rough stone wall. On the wall opposite him, a vast, amorphous shadow twists and dances madly, stretching and contracting like a living mass of pure darkness, performing an eerie performance in a silent, malevolent rhythm. The air was filled with smoke from incense and candles, and the entire scene was shrouded in a warm light, but the atmosphere was extremely tense and cold, perfectly capturing the climax of this silent confrontation between the sacred and the unholy.", + "seed": 27800, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_9/index_479_seed_27800_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11093531660735607, + "vlm_logprob": -0.11093531660735607, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.11093531660735607, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15290318429470062 + ], + "opposite_logprob_tokens": [ + -2.2779030799865723 + ], + "logprob_reward": -0.15290318429470062, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.15290318429470062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2562471330165863, + 0.059731271117925644, + 0.088655024766922, + 0.07183364778757095, + 0.0980001762509346, + 0.09593168646097183, + 0.10724025219678879, + 0.0888001024723053, + 0.0766754075884819, + 0.05688535049557686 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.15290318429470062 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558607161045074 + ], + "opposite_logprob_tokens": [ + -1.6005860567092896 + ], + "logprob_reward": -0.22558607161045074, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558607161045074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17672722041606903, + 0.039326611906290054, + 0.05139629542827606, + 0.07216265797615051, + 0.3098077178001404, + 0.07258234918117523, + 0.06575232744216919, + 0.09289529919624329, + 0.07505495846271515, + 0.04429452493786812 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.22558607161045074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900486141443253 + ], + "opposite_logprob_tokens": [ + -2.5790047645568848 + ], + "logprob_reward": -0.07900486141443253, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900486141443253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20179088413715363, + 0.051470231264829636, + 0.0779067650437355, + 0.0953553318977356, + 0.12439090758562088, + 0.18272681534290314, + 0.12769225239753723, + 0.0590280145406723, + 0.040742989629507065, + 0.03889581561088562 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.07900486141443253 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900089770555496 + ], + "opposite_logprob_tokens": [ + -2.579000949859619 + ], + "logprob_reward": -0.07900089770555496, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900089770555496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21835292875766754, + 0.06934907287359238, + 0.07779582589864731, + 0.09921633452177048, + 0.12973208725452423, + 0.10034137964248657, + 0.13513661921024323, + 0.0618366003036499, + 0.0657433345913887, + 0.04249585047364235 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.07900089770555496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181568011641502 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181568011641502, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181568011641502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17930467426776886, + 0.13167569041252136, + 0.03971138224005699, + 0.09741800278425217, + 0.32508420944213867, + 0.029714008793234825, + 0.03917830437421799, + 0.0773896872997284, + 0.05635688826441765, + 0.024167153984308243 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.018181568011641502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a low angle, the camera slowly advances at an almost imperceptible pace, focusing on a Taoist priest clad in a dark blue silk Bagua robe. His hair is pulled high in a bun, secured only by a simple wooden hairpin. His face is stern with intense concentration, his brows furrowed, his eyes fixed hawk-like, intently. He stands firmly in a horse stance, one hand gripping a mahogany sword, the blade pointed forward in a defensive stance. The ancient runes carved into the blade glow faintly, almost invisible, in the dim light. He is in an ancient, gloomy chamber, the only illumination coming from the flickering candlelight on the altar a few steps away, casting long, oscillating shadows on the rough stone wall. On the wall opposite him, a vast, amorphous shadow twists and dances madly, stretching and contracting like a living mass of pure darkness, performing an eerie performance in a silent, malevolent rhythm. The air was filled with smoke from incense and candles, and the entire scene was shrouded in a warm light, but the atmosphere was extremely tense and cold, perfectly capturing the climax of this silent confrontation between the sacred and the unholy.", + "seed": 27801, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000222/group_9/index_479_seed_27801_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07100845575332641, + "vlm_logprob": -0.07100845575332641, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.07100845575332641, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08141037076711655 + ], + "opposite_logprob_tokens": [ + -3.0814104080200195 + ], + "logprob_reward": -0.08141037076711655, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.08141037076711655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1547335982322693, + 0.041044414043426514, + 0.03027406521141529, + 0.05796706676483154, + 0.165707066655159, + 0.06633581221103668, + 0.12391616404056549, + 0.0812668576836586, + 0.06644407659769058, + 0.21231085062026978 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.08141037076711655 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987969517707825 + ], + "opposite_logprob_tokens": [ + -1.8048796653747559 + ], + "logprob_reward": -0.17987969517707825, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987969517707825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07923542708158493, + 0.0534585565328598, + 0.02667413093149662, + 0.08018885552883148, + 0.08522115647792816, + 0.11931905895471573, + 0.174174502491951, + 0.05855659395456314, + 0.09215797483921051, + 0.23101381957530975 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.17987969517707825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498047545552254 + ], + "opposite_logprob_tokens": [ + -2.929980516433716 + ], + "logprob_reward": -0.05498047545552254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498047545552254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17956407368183136, + 0.0802086740732193, + 0.06749753654003143, + 0.05270611494779587, + 0.10200907289981842, + 0.08047685027122498, + 0.13177138566970825, + 0.10443343222141266, + 0.05980021506547928, + 0.14153268933296204 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.05498047545552254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819760538637638 + ], + "opposite_logprob_tokens": [ + -4.018197536468506 + ], + "logprob_reward": -0.01819760538637638, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819760538637638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1467915028333664, + 0.07175704836845398, + 0.0649692639708519, + 0.05689065158367157, + 0.15239998698234558, + 0.08050638437271118, + 0.12538771331310272, + 0.1045554056763649, + 0.07015331834554672, + 0.12658877670764923 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.01819760538637638 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot filmed from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a Taoist priest wearing a dark blue silk Bagua robe with a wooden hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the priest in a horse stance holding a mahogany sword with faintly glowing ancient runes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a vast, amorphous shadow twisting and dancing on the opposite wall in an ancient, gloomy chamber lit by flickering candlelight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574131980538368 + ], + "opposite_logprob_tokens": [ + -3.8955740928649902 + ], + "logprob_reward": -0.020574131980538368, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574131980538368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2900235056877136, + 0.07241985946893692, + 0.06307785212993622, + 0.042747244238853455, + 0.14341838657855988, + 0.044732384383678436, + 0.07471057772636414, + 0.15025149285793304, + 0.026397384703159332, + 0.09222133457660675 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.020574131980538368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_0/index_tensor([1042, 1042])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_0/index_tensor([1042, 1042])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a563254e7e230c04ba14b3159af8ade1cf560b71 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_0/index_tensor([1042, 1042])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera, captured from a drone's bird's-eye view, offers a static, high-angle, extreme-wide shot of a sprawling metropolis at night, etching a stunning and intricate tapestry of light across the dark landscape. The city's luminous grid is a complex circulatory system, with golden streetlights delineating the rigid geometry of city blocks and bright white headlights streaming along major highways. Dense clusters of skyscrapers frame clusters of cool office lights, punctuated by vibrant hues of red and blue neon. Suddenly, a split begins in an isolated area; a patch of light flickers unsteadily, like dying embers, before abruptly extinguishing, leaving behind a pitch-black, sprawling void. This darkness expands relentlessly, not a simple blackout, but a crumbling decay. Entire sections of the power grid snap and vanish, lights extinguishing in a cascading failure that sweeps across the cityscape, severing the luminous arteries of transportation and plunging residential areas into darkness, creating a deeply ominous atmosphere as symbols of civilization are systematically and mercilessly erased.", + "seed": 14994, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_0/index_1042_seed_14994_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04158170046284795, + "vlm_logprob": -0.04158170046284795, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.04158170046284795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013579728081822395 + ], + "opposite_logprob_tokens": [ + -4.513579845428467 + ], + "logprob_reward": -0.013579728081822395, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013579728081822395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3652009963989258, + 0.055304914712905884, + 0.0760432705283165, + 0.043192170560359955, + 0.06552779674530029, + 0.11583050340414047, + 0.051328860223293304, + 0.04573740065097809, + 0.042658451944589615, + 0.1391756236553192 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.013579728081822395 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005973107647150755 + ], + "opposite_logprob_tokens": [ + -5.1309733390808105 + ], + "logprob_reward": -0.005973107647150755, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005973107647150755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24666237831115723, + 0.15565431118011475, + 0.09582041203975677, + 0.07160519063472748, + 0.04021589830517769, + 0.05308537557721138, + 0.060986656695604324, + 0.06876590847969055, + 0.047415222972631454, + 0.15978862345218658 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005973107647150755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039197146892548 + ], + "opposite_logprob_tokens": [ + -1.910391926765442 + ], + "logprob_reward": -0.16039197146892548, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039197146892548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07169891148805618, + 0.06753882765769958, + 0.04681245982646942, + 0.05395546928048134, + 0.20870859920978546, + 0.050794944167137146, + 0.07953400164842606, + 0.0701945573091507, + 0.05943887680768967, + 0.2913232743740082 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.16039197146892548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978341419249773 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.00978341419249773, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978341419249773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13591936230659485, + 0.13972575962543488, + 0.08749335259199142, + 0.042687542736530304, + 0.13340118527412415, + 0.03824727237224579, + 0.043215516954660416, + 0.05180322751402855, + 0.04938086122274399, + 0.27812597155570984 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.00978341419249773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180280923843384 + ], + "opposite_logprob_tokens": [ + -4.0181803703308105 + ], + "logprob_reward": -0.018180280923843384, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018180280923843384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2751803696155548, + 0.1450299471616745, + 0.1400367170572281, + 0.03878354653716087, + 0.05075293034315109, + 0.050766170024871826, + 0.04638448730111122, + 0.05943220481276512, + 0.038578834384679794, + 0.15505477786064148 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.018180280923843384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera, captured from a drone's bird's-eye view, offers a static, high-angle, extreme-wide shot of a sprawling metropolis at night, etching a stunning and intricate tapestry of light across the dark landscape. The city's luminous grid is a complex circulatory system, with golden streetlights delineating the rigid geometry of city blocks and bright white headlights streaming along major highways. Dense clusters of skyscrapers frame clusters of cool office lights, punctuated by vibrant hues of red and blue neon. Suddenly, a split begins in an isolated area; a patch of light flickers unsteadily, like dying embers, before abruptly extinguishing, leaving behind a pitch-black, sprawling void. This darkness expands relentlessly, not a simple blackout, but a crumbling decay. Entire sections of the power grid snap and vanish, lights extinguishing in a cascading failure that sweeps across the cityscape, severing the luminous arteries of transportation and plunging residential areas into darkness, creating a deeply ominous atmosphere as symbols of civilization are systematically and mercilessly erased.", + "seed": 14995, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_0/index_1042_seed_14995_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029815191682428122, + "vlm_logprob": -0.029815191682428122, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.029815191682428122, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04623191058635712 + ], + "opposite_logprob_tokens": [ + -3.171231985092163 + ], + "logprob_reward": -0.04623191058635712, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04623191058635712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2806144952774048, + 0.08815474063158035, + 0.14539922773838043, + 0.07881876081228256, + 0.03636099770665169, + 0.02609388716518879, + 0.04655345156788826, + 0.04207150265574455, + 0.01958823762834072, + 0.23634469509124756 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.04623191058635712 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007668935228139162 + ], + "opposite_logprob_tokens": [ + -4.882668972015381 + ], + "logprob_reward": -0.007668935228139162, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007668935228139162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4794641435146332, + 0.03892415389418602, + 0.09457473456859589, + 0.15496471524238586, + 0.027093542739748955, + 0.049083396792411804, + 0.011535337194800377, + 0.03946340084075928, + 0.019158238545060158, + 0.08573835343122482 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.007668935228139162 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902105897665024 + ], + "opposite_logprob_tokens": [ + -2.5790209770202637 + ], + "logprob_reward": -0.07902105897665024, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902105897665024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14630535244941711, + 0.08270174264907837, + 0.08215063810348511, + 0.15104860067367554, + 0.1481887400150299, + 0.056839726865291595, + 0.044382013380527496, + 0.15661896765232086, + 0.025016847997903824, + 0.10674735903739929 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.07902105897665024 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616699017584324 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.003616699017584324, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616699017584324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14439599215984344, + 0.11254993826150894, + 0.08007195591926575, + 0.10087911784648895, + 0.08451896160840988, + 0.09043541550636292, + 0.11718414723873138, + 0.07526877522468567, + 0.024818135425448418, + 0.1698775440454483 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.003616699017584324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537354603409767 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537354603409767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537354603409767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19343382120132446, + 0.06472548097372055, + 0.09540605545043945, + 0.07777152210474014, + 0.031191395595669746, + 0.08594691753387451, + 0.07577446103096008, + 0.09023787081241608, + 0.024412808939814568, + 0.2610996961593628 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.012537354603409767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera, captured from a drone's bird's-eye view, offers a static, high-angle, extreme-wide shot of a sprawling metropolis at night, etching a stunning and intricate tapestry of light across the dark landscape. The city's luminous grid is a complex circulatory system, with golden streetlights delineating the rigid geometry of city blocks and bright white headlights streaming along major highways. Dense clusters of skyscrapers frame clusters of cool office lights, punctuated by vibrant hues of red and blue neon. Suddenly, a split begins in an isolated area; a patch of light flickers unsteadily, like dying embers, before abruptly extinguishing, leaving behind a pitch-black, sprawling void. This darkness expands relentlessly, not a simple blackout, but a crumbling decay. Entire sections of the power grid snap and vanish, lights extinguishing in a cascading failure that sweeps across the cityscape, severing the luminous arteries of transportation and plunging residential areas into darkness, creating a deeply ominous atmosphere as symbols of civilization are systematically and mercilessly erased.", + "seed": 14996, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_0/index_1042_seed_14996_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04757092650979757, + "vlm_logprob": -0.04757092650979757, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.04757092650979757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036912690848112106 + ], + "opposite_logprob_tokens": [ + -3.411912679672241 + ], + "logprob_reward": -0.036912690848112106, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.036912690848112106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17686286568641663, + 0.05462965369224548, + 0.07591056823730469, + 0.05760010704398155, + 0.07790981978178024, + 0.04726840928196907, + 0.0904243141412735, + 0.3004588484764099, + 0.0305789802223444, + 0.08835644274950027 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.036912690848112106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005287116393446922 + ], + "opposite_logprob_tokens": [ + -5.255287170410156 + ], + "logprob_reward": -0.005287116393446922, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005287116393446922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07444991171360016, + 0.06338321417570114, + 0.05708742141723633, + 0.4162808656692505, + 0.10719986259937286, + 0.06522577255964279, + 0.06149569898843765, + 0.04977598786354065, + 0.02783997170627117, + 0.07726132124662399 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.005287116393446922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992530763149261 + ], + "opposite_logprob_tokens": [ + -1.8049253225326538 + ], + "logprob_reward": -0.17992530763149261, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992530763149261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09458993375301361, + 0.026494083926081657, + 0.045633647590875626, + 0.2501307725906372, + 0.2652304768562317, + 0.14071114361286163, + 0.04464903846383095, + 0.015797320753335953, + 0.09191589802503586, + 0.02484770305454731 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.17992530763149261 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949762649834156 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949762649834156, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949762649834156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09181654453277588, + 0.04205572232604027, + 0.053967058658599854, + 0.23610547184944153, + 0.045762162655591965, + 0.2545466423034668, + 0.036235857754945755, + 0.04606753960251808, + 0.14469434320926666, + 0.04874863103032112 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.005949762649834156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779755026102066 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779755026102066, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779755026102066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08911995589733124, + 0.03635820001363754, + 0.05332335829734802, + 0.13518649339675903, + 0.15872031450271606, + 0.11359617859125137, + 0.08305633068084717, + 0.09673282504081726, + 0.1429383009672165, + 0.09096802026033401 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.009779755026102066 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera, captured from a drone's bird's-eye view, offers a static, high-angle, extreme-wide shot of a sprawling metropolis at night, etching a stunning and intricate tapestry of light across the dark landscape. The city's luminous grid is a complex circulatory system, with golden streetlights delineating the rigid geometry of city blocks and bright white headlights streaming along major highways. Dense clusters of skyscrapers frame clusters of cool office lights, punctuated by vibrant hues of red and blue neon. Suddenly, a split begins in an isolated area; a patch of light flickers unsteadily, like dying embers, before abruptly extinguishing, leaving behind a pitch-black, sprawling void. This darkness expands relentlessly, not a simple blackout, but a crumbling decay. Entire sections of the power grid snap and vanish, lights extinguishing in a cascading failure that sweeps across the cityscape, severing the luminous arteries of transportation and plunging residential areas into darkness, creating a deeply ominous atmosphere as symbols of civilization are systematically and mercilessly erased.", + "seed": 14997, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_0/index_1042_seed_14997_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.045402965415269135, + "vlm_logprob": -0.045402965415269135, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.045402965415269135, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03832872956991196 + ], + "opposite_logprob_tokens": [ + -3.4133286476135254 + ], + "logprob_reward": -0.03832872956991196, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03832872956991196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16060538589954376, + 0.06407120078802109, + 0.07528934627771378, + 0.025643689557909966, + 0.089044488966465, + 0.32201287150382996, + 0.10246378183364868, + 0.057959407567977905, + 0.03182850778102875, + 0.07108134031295776 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.03832872956991196 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004667102824896574 + ], + "opposite_logprob_tokens": [ + -5.379667282104492 + ], + "logprob_reward": -0.004667102824896574, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004667102824896574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17512084543704987, + 0.08287694305181503, + 0.3240538239479065, + 0.05742422491312027, + 0.087155282497406, + 0.05612966790795326, + 0.02425066940486431, + 0.042227182537317276, + 0.02980479784309864, + 0.12095656245946884 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.004667102824896574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040395200252533 + ], + "opposite_logprob_tokens": [ + -1.9104039669036865 + ], + "logprob_reward": -0.16040395200252533, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040395200252533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10435355454683304, + 0.07053963094949722, + 0.319739431142807, + 0.09801085293292999, + 0.04243995621800423, + 0.04154504835605621, + 0.09403002262115479, + 0.019629737362265587, + 0.0659661740064621, + 0.14374558627605438 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.16040395200252533 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077335104346275 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.011077335104346275, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077335104346275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07640307396650314, + 0.13269175589084625, + 0.1061316728591919, + 0.0716869905591011, + 0.04876035451889038, + 0.07286807149648666, + 0.10551262646913528, + 0.024505723267793655, + 0.07634039223194122, + 0.2850992679595947 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.011077335104346275 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective a static, high-angle, extreme-wide shot from a drone's bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a sprawling metropolis at night with golden streetlights, white headlights, and neon lights in red and blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a patch of light flicker unsteadily before abruptly extinguishing in an isolated area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does darkness expand relentlessly, causing sections of the power grid and lights to snap and vanish in a cascading failure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the lights extinguishing in a cascading failure sweep across the cityscape, plunging residential areas into darkness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537707574665546 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537707574665546, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537707574665546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07262268662452698, + 0.13253158330917358, + 0.05989141762256622, + 0.060556888580322266, + 0.08006793260574341, + 0.09324007481336594, + 0.07601796090602875, + 0.048150185495615005, + 0.06569920480251312, + 0.31122204661369324 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.012537707574665546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_1/index_tensor([5763, 5763])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_1/index_tensor([5763, 5763])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d7766fe5c84165065db9afdcb022f6e19cfdf982 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_1/index_tensor([5763, 5763])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, filmed from an upward angle, slowly and steadily tilts upward, tracking a lone red paper lantern rising against the inky night sky. Crafted from delicate rice paper, the lantern is supported by a slender bamboo frame. A flickering candle flame within the lantern filters through the translucent paper, casting a soft, textured amber glow. The lantern itself becomes a warm, luminous object, its light creating subtle shifts of light and shadow against the natural texture of the paper. With a serene and deliberate gesture, it ascends, swaying gently in an almost imperceptible breeze. Against the backdrop of a vast sky dotted with countless distant, twinkling stars, without a single moon to distract, this single, warm source of light stands out against the boundless darkness, creating a poetic atmosphere of solemnity, hope, and a touch of loneliness.", + "seed": 17369, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_1/index_5763_seed_17369_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029801031574606895, + "vlm_logprob": -0.029801031574606895, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.029801031574606895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013273447751998901 + ], + "opposite_logprob_tokens": [ + -4.388273239135742 + ], + "logprob_reward": -0.013273447751998901, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013273447751998901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08261045068502426, + 0.09399783611297607, + 0.21804073452949524, + 0.07403172552585602, + 0.061981379985809326, + 0.20876766741275787, + 0.05538240447640419, + 0.10663176327943802, + 0.07333429157733917, + 0.025221791118383408 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.013273447751998901 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307710379362106 + ], + "opposite_logprob_tokens": [ + -3.168076992034912 + ], + "logprob_reward": -0.04307710379362106, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307710379362106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053333181887865067, + 0.3468317985534668, + 0.35243213176727295, + 0.07001267373561859, + 0.015790224075317383, + 0.09596548229455948, + 0.007685638032853603, + 0.01329419668763876, + 0.018848545849323273, + 0.025806166231632233 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.04307710379362106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420799270272255 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.01420799270272255, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420799270272255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07780607789754868, + 0.06357240676879883, + 0.3113953471183777, + 0.056290145963430405, + 0.05274338647723198, + 0.19329582154750824, + 0.06038018316030502, + 0.10614551603794098, + 0.027038928121328354, + 0.05133219435811043 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.01420799270272255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979751117527485 + ], + "opposite_logprob_tokens": [ + -3.5297975540161133 + ], + "logprob_reward": -0.02979751117527485, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979751117527485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08879608660936356, + 0.0529102198779583, + 0.05073169991374016, + 0.10243716090917587, + 0.0991860032081604, + 0.25458452105522156, + 0.06740275770425797, + 0.17069610953330994, + 0.0841793417930603, + 0.029076075181365013 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.02979751117527485 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048649102449417114 + ], + "opposite_logprob_tokens": [ + -3.0486490726470947 + ], + "logprob_reward": -0.048649102449417114, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048649102449417114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07037006318569183, + 0.06013952195644379, + 0.15006640553474426, + 0.14347124099731445, + 0.15929777920246124, + 0.19279053807258606, + 0.03977186605334282, + 0.10563036054372787, + 0.04035002365708351, + 0.038112178444862366 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.048649102449417114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from an upward angle, slowly and steadily tilts upward, tracking a lone red paper lantern rising against the inky night sky. Crafted from delicate rice paper, the lantern is supported by a slender bamboo frame. A flickering candle flame within the lantern filters through the translucent paper, casting a soft, textured amber glow. The lantern itself becomes a warm, luminous object, its light creating subtle shifts of light and shadow against the natural texture of the paper. With a serene and deliberate gesture, it ascends, swaying gently in an almost imperceptible breeze. Against the backdrop of a vast sky dotted with countless distant, twinkling stars, without a single moon to distract, this single, warm source of light stands out against the boundless darkness, creating a poetic atmosphere of solemnity, hope, and a touch of loneliness.", + "seed": 17370, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_1/index_5763_seed_17370_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.032328561414033175, + "vlm_logprob": -0.032328561414033175, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.032328561414033175, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006304021459072828 + ], + "opposite_logprob_tokens": [ + -5.256303787231445 + ], + "logprob_reward": -0.006304021459072828, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006304021459072828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4091029167175293, + 0.1500638723373413, + 0.04043811187148094, + 0.03100675344467163, + 0.08124163746833801, + 0.03974078595638275, + 0.04319627210497856, + 0.0842820331454277, + 0.08756211400032043, + 0.03336549177765846 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.006304021459072828 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370536118745804 + ], + "opposite_logprob_tokens": [ + -3.408705472946167 + ], + "logprob_reward": -0.03370536118745804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370536118745804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35211417078971863, + 0.1460270881652832, + 0.03377589210867882, + 0.02330823615193367, + 0.14632165431976318, + 0.038716621696949005, + 0.034685660153627396, + 0.12901684641838074, + 0.05555998906493187, + 0.040473755449056625 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03370536118745804 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028198501095175743 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028198501095175743, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028198501095175743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4393698275089264, + 0.1803179532289505, + 0.03558018058538437, + 0.0249619223177433, + 0.03593353182077408, + 0.03482476621866226, + 0.06644928455352783, + 0.0835212767124176, + 0.08164006471633911, + 0.017401203513145447 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0028198501095175743 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029790684580802917 + ], + "opposite_logprob_tokens": [ + -3.5297906398773193 + ], + "logprob_reward": -0.029790684580802917, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029790684580802917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12294486910104752, + 0.18979446589946747, + 0.09708121418952942, + 0.049588706344366074, + 0.17108947038650513, + 0.0500660203397274, + 0.11092578619718552, + 0.07876041531562805, + 0.10341998189687729, + 0.026329129934310913 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.029790684580802917 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902288973331451 + ], + "opposite_logprob_tokens": [ + -2.4640228748321533 + ], + "logprob_reward": -0.08902288973331451, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902288973331451, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2574349045753479, + 0.14003437757492065, + 0.024305319413542747, + 0.030263222754001617, + 0.14601416885852814, + 0.11905913054943085, + 0.06243979558348656, + 0.10076489299535751, + 0.07276666164398193, + 0.04691750183701515 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.08902288973331451 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from an upward angle, slowly and steadily tilts upward, tracking a lone red paper lantern rising against the inky night sky. Crafted from delicate rice paper, the lantern is supported by a slender bamboo frame. A flickering candle flame within the lantern filters through the translucent paper, casting a soft, textured amber glow. The lantern itself becomes a warm, luminous object, its light creating subtle shifts of light and shadow against the natural texture of the paper. With a serene and deliberate gesture, it ascends, swaying gently in an almost imperceptible breeze. Against the backdrop of a vast sky dotted with countless distant, twinkling stars, without a single moon to distract, this single, warm source of light stands out against the boundless darkness, creating a poetic atmosphere of solemnity, hope, and a touch of loneliness.", + "seed": 17371, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_1/index_5763_seed_17371_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025820135604590178, + "vlm_logprob": -0.025820135604590178, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.025820135604590178, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008828298188745975 + ], + "opposite_logprob_tokens": [ + -4.883828163146973 + ], + "logprob_reward": -0.008828298188745975, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008828298188745975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19514642655849457, + 0.04746042191982269, + 0.019548874348402023, + 0.042450401932001114, + 0.029082203283905983, + 0.13096821308135986, + 0.10040432959794998, + 0.353874146938324, + 0.043776676058769226, + 0.03728834539651871 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.008828298188745975 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033717233687639236 + ], + "opposite_logprob_tokens": [ + -3.408717155456543 + ], + "logprob_reward": -0.033717233687639236, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033717233687639236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15079279243946075, + 0.0384184792637825, + 0.05371934548020363, + 0.0333387553691864, + 0.03619462996721268, + 0.2510046064853668, + 0.25271111726760864, + 0.0489901527762413, + 0.06793650984764099, + 0.066893570125103 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.033717233687639236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258894059807062 + ], + "opposite_logprob_tokens": [ + -5.255259037017822 + ], + "logprob_reward": -0.005258894059807062, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258894059807062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06176866963505745, + 0.017265910282731056, + 0.017785949632525444, + 0.012220414355397224, + 0.013881955295801163, + 0.13656793534755707, + 0.605586588382721, + 0.05556754767894745, + 0.027769379317760468, + 0.05158567428588867 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.005258894059807062 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343872770667076 + ], + "opposite_logprob_tokens": [ + -3.651343822479248 + ], + "logprob_reward": -0.026343872770667076, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343872770667076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22224770486354828, + 0.08182457834482193, + 0.09100993722677231, + 0.0802239403128624, + 0.030166560783982277, + 0.047677963972091675, + 0.1494385451078415, + 0.062358174473047256, + 0.22059576213359833, + 0.014456874690949917 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.026343872770667076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495237931609154 + ], + "opposite_logprob_tokens": [ + -2.929952383041382 + ], + "logprob_reward": -0.05495237931609154, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495237931609154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2060871422290802, + 0.041553251445293427, + 0.11544409394264221, + 0.05472160875797272, + 0.047638971358537674, + 0.2869419753551483, + 0.032360341399908066, + 0.09444939345121384, + 0.07963550835847855, + 0.04116775095462799 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.05495237931609154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from an upward angle, slowly and steadily tilts upward, tracking a lone red paper lantern rising against the inky night sky. Crafted from delicate rice paper, the lantern is supported by a slender bamboo frame. A flickering candle flame within the lantern filters through the translucent paper, casting a soft, textured amber glow. The lantern itself becomes a warm, luminous object, its light creating subtle shifts of light and shadow against the natural texture of the paper. With a serene and deliberate gesture, it ascends, swaying gently in an almost imperceptible breeze. Against the backdrop of a vast sky dotted with countless distant, twinkling stars, without a single moon to distract, this single, warm source of light stands out against the boundless darkness, creating a poetic atmosphere of solemnity, hope, and a touch of loneliness.", + "seed": 17372, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_1/index_5763_seed_17372_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.038514618575572965, + "vlm_logprob": -0.038514618575572965, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.038514618575572965, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00746177276596427 + ], + "opposite_logprob_tokens": [ + -5.0074615478515625 + ], + "logprob_reward": -0.00746177276596427, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00746177276596427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10547883808612823, + 0.17830203473567963, + 0.07447493821382523, + 0.06870833784341812, + 0.12373501807451248, + 0.10220929980278015, + 0.054916512221097946, + 0.08718264102935791, + 0.09828374534845352, + 0.10670866072177887 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.00746177276596427 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899461686611176 + ], + "opposite_logprob_tokens": [ + -2.5789945125579834 + ], + "logprob_reward": -0.07899461686611176, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899461686611176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20968884229660034, + 0.09082560986280441, + 0.10344342142343521, + 0.1185135692358017, + 0.27731114625930786, + 0.06291063874959946, + 0.027083534747362137, + 0.031778156757354736, + 0.05917852744460106, + 0.019266512244939804 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.07899461686611176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955806467682123 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.005955806467682123, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955806467682123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09125332534313202, + 0.2686880826950073, + 0.22468286752700806, + 0.07736439257860184, + 0.125568225979805, + 0.05996706709265709, + 0.02580791711807251, + 0.033236414194107056, + 0.044436126947402954, + 0.04899553954601288 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.005955806467682123 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810533136129379 + ], + "opposite_logprob_tokens": [ + -3.2881052494049072 + ], + "logprob_reward": -0.03810533136129379, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810533136129379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09349501132965088, + 0.06943456828594208, + 0.10471092164516449, + 0.10849694907665253, + 0.19898150861263275, + 0.03346337378025055, + 0.10098916292190552, + 0.09518904983997345, + 0.17833897471427917, + 0.01690043695271015 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.03810533136129379 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a red paper lantern supported by a slender bamboo frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lantern rising against an inky night sky dotted with distant twinkling stars but without a moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the lantern emit a soft, textured amber glow from a flickering candle flame inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium shot filmed from an upward angle that slowly and steadily tilts upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lantern sway gently in an almost imperceptible breeze while ascending?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620555654168129 + ], + "opposite_logprob_tokens": [ + -2.8120555877685547 + ], + "logprob_reward": -0.0620555654168129, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620555654168129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1155887246131897, + 0.23849940299987793, + 0.08895482867956161, + 0.06159542128443718, + 0.18788450956344604, + 0.06330488622188568, + 0.07306649535894394, + 0.03991837054491043, + 0.09045818448066711, + 0.040729232132434845 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.0620555654168129 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_10/index_tensor([8073, 8073])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_10/index_tensor([8073, 8073])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ebc9e501a7d686de6d943900802db16749815da6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_10/index_tensor([8073, 8073])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme, upward-focused, ultra-wide-angle shot maximizes the oppressive presence of a massive Brutalist sculpture of weathered, pitted concrete. Like a forgotten deity, it rises into a twilight sky stained ochre by dust and smoke. Dwarfed by this colossal, vertical surface, a soldier clad in a high-tech exoskeleton constructed of matte black and gunmetal gray composite material appears impossibly small. His full-face helmet visor reflects the desolate silhouette of the surrounding futuristic urban ruins. He descends with swift and decisive descent, clinging to a thick, braided polymer rope. The soles of his armored boots rhythmically tap the vertical concrete wall, each footstep sending tiny shards spiraling into the abyss below. The exoskeleton's delicate hydraulic pistons and joints silently expand and contract with his movements, while several delicate energy conduits gleam with a cold, cyan light, the only vibrant color in the bleak gray and ochre palette. The lighting of the entire scene is dim and diffuse, highlighting the cold texture of metal and the roughness of concrete, creating a sense of desolate grandeur and a tense atmosphere of lonely action, perfectly presenting the texture of a cold epic sci-fi animation blockbuster with sharp lines and high-contrast light and shadow.", + "seed": 31973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_10/index_8073_seed_31973_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03130864594131708, + "vlm_logprob": -0.03130864594131708, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03130864594131708, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014699255116283894 + ], + "opposite_logprob_tokens": [ + -4.514699459075928 + ], + "logprob_reward": -0.014699255116283894, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.014699255116283894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2396087795495987, + 0.09330521523952484, + 0.06393195688724518, + 0.06517067551612854, + 0.08903912454843521, + 0.0686565637588501, + 0.07354060560464859, + 0.11910950392484665, + 0.04346781224012375, + 0.14416979253292084 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.014699255116283894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029832687228918076 + ], + "opposite_logprob_tokens": [ + -3.529832601547241 + ], + "logprob_reward": -0.029832687228918076, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029832687228918076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17971263825893402, + 0.10048863291740417, + 0.046105869114398956, + 0.06888057291507721, + 0.07010141760110855, + 0.11974363774061203, + 0.08605162054300308, + 0.07494626939296722, + 0.0716746598482132, + 0.18229472637176514 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.029832687228918076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294828832149506 + ], + "opposite_logprob_tokens": [ + -3.7732949256896973 + ], + "logprob_reward": -0.023294828832149506, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294828832149506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12240587919950485, + 0.08484327048063278, + 0.05667993798851967, + 0.0698595941066742, + 0.1010172888636589, + 0.07528982311487198, + 0.11125056445598602, + 0.060865048319101334, + 0.07248315215110779, + 0.24530534446239471 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.023294828832149506 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498746782541275 + ], + "opposite_logprob_tokens": [ + -2.9299874305725098 + ], + "logprob_reward": -0.05498746782541275, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498746782541275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.135702982544899, + 0.1970224380493164, + 0.0549711249768734, + 0.12215620279312134, + 0.08488655835390091, + 0.0713818371295929, + 0.08481401950120926, + 0.05221841111779213, + 0.06427687406539917, + 0.13256952166557312 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.05498746782541275 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372899070382118 + ], + "opposite_logprob_tokens": [ + -3.408729076385498 + ], + "logprob_reward": -0.03372899070382118, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372899070382118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051292918622493744, + 0.06956008821725845, + 0.030640728771686554, + 0.03021681122481823, + 0.05137595534324646, + 0.06724382191896439, + 0.058307621628046036, + 0.04247656464576721, + 0.06561378389596939, + 0.5332716703414917 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.03372899070382118 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme, upward-focused, ultra-wide-angle shot maximizes the oppressive presence of a massive Brutalist sculpture of weathered, pitted concrete. Like a forgotten deity, it rises into a twilight sky stained ochre by dust and smoke. Dwarfed by this colossal, vertical surface, a soldier clad in a high-tech exoskeleton constructed of matte black and gunmetal gray composite material appears impossibly small. His full-face helmet visor reflects the desolate silhouette of the surrounding futuristic urban ruins. He descends with swift and decisive descent, clinging to a thick, braided polymer rope. The soles of his armored boots rhythmically tap the vertical concrete wall, each footstep sending tiny shards spiraling into the abyss below. The exoskeleton's delicate hydraulic pistons and joints silently expand and contract with his movements, while several delicate energy conduits gleam with a cold, cyan light, the only vibrant color in the bleak gray and ochre palette. The lighting of the entire scene is dim and diffuse, highlighting the cold texture of metal and the roughness of concrete, creating a sense of desolate grandeur and a tense atmosphere of lonely action, perfectly presenting the texture of a cold epic sci-fi animation blockbuster with sharp lines and high-contrast light and shadow.", + "seed": 31974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_10/index_8073_seed_31974_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10563072934746742, + "vlm_logprob": -0.10563072934746742, + "vlm_yes_no_margin": 2.274999976158142, + "vlm_token_credit": -0.10563072934746742, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10669583827257156 + ], + "opposite_logprob_tokens": [ + -2.3566958904266357 + ], + "logprob_reward": -0.10669583827257156, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10669583827257156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03342456743121147, + 0.036206137388944626, + 0.03207911178469658, + 0.7366467118263245, + 0.022009579464793205, + 0.06184592470526695, + 0.03710627183318138, + 0.008854185231029987, + 0.015711940824985504, + 0.016115562990307808 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.10669583827257156 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499773845076561 + ], + "opposite_logprob_tokens": [ + -2.929997682571411 + ], + "logprob_reward": -0.05499773845076561, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499773845076561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08030510693788528, + 0.05912090837955475, + 0.024024521932005882, + 0.745485782623291, + 0.01876124180853367, + 0.014415851794183254, + 0.015176529064774513, + 0.013722376897931099, + 0.01408200990408659, + 0.014905654825270176 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.05499773845076561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897886633872986 + ], + "opposite_logprob_tokens": [ + -2.5789787769317627 + ], + "logprob_reward": -0.07897886633872986, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897886633872986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03662310913205147, + 0.04792412742972374, + 0.026381125673651695, + 0.8134291172027588, + 0.013594822026789188, + 0.012837713584303856, + 0.02251230925321579, + 0.007312699221074581, + 0.010795229114592075, + 0.008589760400354862 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.07897886633872986 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706191837787628 + ], + "opposite_logprob_tokens": [ + -2.1270618438720703 + ], + "logprob_reward": -0.12706191837787628, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12706191837787628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057901158928871155, + 0.05243276059627533, + 0.05363623797893524, + 0.6972536444664001, + 0.04242827370762825, + 0.02157759666442871, + 0.027728015556931496, + 0.00878818053752184, + 0.015883933752775192, + 0.02237023413181305 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.12706191837787628 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604192852973938 + ], + "opposite_logprob_tokens": [ + -1.910419225692749 + ], + "logprob_reward": -0.1604192852973938, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604192852973938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10849621146917343, + 0.10416161268949509, + 0.05347425118088722, + 0.17037323117256165, + 0.04879087954759598, + 0.1154731810092926, + 0.05524680018424988, + 0.09124379605054855, + 0.20975862443447113, + 0.04298138990998268 + ], + "top_frames": [ + 8, + 3, + 5 + ], + "selected_reward": -0.1604192852973938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme, upward-focused, ultra-wide-angle shot maximizes the oppressive presence of a massive Brutalist sculpture of weathered, pitted concrete. Like a forgotten deity, it rises into a twilight sky stained ochre by dust and smoke. Dwarfed by this colossal, vertical surface, a soldier clad in a high-tech exoskeleton constructed of matte black and gunmetal gray composite material appears impossibly small. His full-face helmet visor reflects the desolate silhouette of the surrounding futuristic urban ruins. He descends with swift and decisive descent, clinging to a thick, braided polymer rope. The soles of his armored boots rhythmically tap the vertical concrete wall, each footstep sending tiny shards spiraling into the abyss below. The exoskeleton's delicate hydraulic pistons and joints silently expand and contract with his movements, while several delicate energy conduits gleam with a cold, cyan light, the only vibrant color in the bleak gray and ochre palette. The lighting of the entire scene is dim and diffuse, highlighting the cold texture of metal and the roughness of concrete, creating a sense of desolate grandeur and a tense atmosphere of lonely action, perfectly presenting the texture of a cold epic sci-fi animation blockbuster with sharp lines and high-contrast light and shadow.", + "seed": 31975, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_10/index_8073_seed_31975_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0738490391522646, + "vlm_logprob": -0.0738490391522646, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.0738490391522646, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0273609422147274 + ], + "opposite_logprob_tokens": [ + -3.7773609161376953 + ], + "logprob_reward": -0.0273609422147274, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0273609422147274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048369430005550385, + 0.031131956726312637, + 0.027035340666770935, + 0.06586314737796783, + 0.08266911655664444, + 0.32958337664604187, + 0.03943530097603798, + 0.06502123922109604, + 0.07498747855424881, + 0.23590360581874847 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.0273609422147274 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006516307592392 + ], + "opposite_logprob_tokens": [ + -2.6950652599334717 + ], + "logprob_reward": -0.07006516307592392, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006516307592392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037563931196928024, + 0.036398619413375854, + 0.05075523629784584, + 0.12090926617383957, + 0.17895075678825378, + 0.06908182799816132, + 0.08196007460355759, + 0.07734377682209015, + 0.17379342019557953, + 0.17324306070804596 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.07006516307592392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809197410941124 + ], + "opposite_logprob_tokens": [ + -3.5298092365264893 + ], + "logprob_reward": -0.029809197410941124, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809197410941124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06092911213636398, + 0.026589389890432358, + 0.04251420125365257, + 0.12067669630050659, + 0.17400187253952026, + 0.16111384332180023, + 0.10245447605848312, + 0.0505715012550354, + 0.143624946475029, + 0.11752396821975708 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.029809197410941124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206755340099335 + ], + "opposite_logprob_tokens": [ + -2.8120675086975098 + ], + "logprob_reward": -0.06206755340099335, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206755340099335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041221555322408676, + 0.0242326483130455, + 0.0399024598300457, + 0.0779159665107727, + 0.14175216853618622, + 0.3710477948188782, + 0.06145559996366501, + 0.06959379464387894, + 0.07589141279459, + 0.09698663651943207 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.06206755340099335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994233965873718 + ], + "opposite_logprob_tokens": [ + -1.8049423694610596 + ], + "logprob_reward": -0.17994233965873718, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994233965873718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039934299886226654, + 0.040280334651470184, + 0.048874884843826294, + 0.06169299781322479, + 0.23266242444515228, + 0.14789487421512604, + 0.1578940600156784, + 0.061859115958213806, + 0.06406866759061813, + 0.1448383629322052 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.17994233965873718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme, upward-focused, ultra-wide-angle shot maximizes the oppressive presence of a massive Brutalist sculpture of weathered, pitted concrete. Like a forgotten deity, it rises into a twilight sky stained ochre by dust and smoke. Dwarfed by this colossal, vertical surface, a soldier clad in a high-tech exoskeleton constructed of matte black and gunmetal gray composite material appears impossibly small. His full-face helmet visor reflects the desolate silhouette of the surrounding futuristic urban ruins. He descends with swift and decisive descent, clinging to a thick, braided polymer rope. The soles of his armored boots rhythmically tap the vertical concrete wall, each footstep sending tiny shards spiraling into the abyss below. The exoskeleton's delicate hydraulic pistons and joints silently expand and contract with his movements, while several delicate energy conduits gleam with a cold, cyan light, the only vibrant color in the bleak gray and ochre palette. The lighting of the entire scene is dim and diffuse, highlighting the cold texture of metal and the roughness of concrete, creating a sense of desolate grandeur and a tense atmosphere of lonely action, perfectly presenting the texture of a cold epic sci-fi animation blockbuster with sharp lines and high-contrast light and shadow.", + "seed": 31976, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_10/index_8073_seed_31976_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05839841030538082, + "vlm_logprob": -0.05839841030538082, + "vlm_yes_no_margin": 3.074999976158142, + "vlm_token_credit": -0.05839841030538082, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02467235177755356 + ], + "opposite_logprob_tokens": [ + -3.899672269821167 + ], + "logprob_reward": -0.02467235177755356, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02467235177755356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14998283982276917, + 0.10264184325933456, + 0.04363115876913071, + 0.07200883328914642, + 0.2862235903739929, + 0.01874750293791294, + 0.02930854819715023, + 0.0667523443698883, + 0.1312658041715622, + 0.09943755716085434 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.02467235177755356 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309936612844467 + ], + "opposite_logprob_tokens": [ + -3.1680994033813477 + ], + "logprob_reward": -0.04309936612844467, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309936612844467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07340642809867859, + 0.05824587866663933, + 0.0488252155482769, + 0.1463434100151062, + 0.16065703332424164, + 0.047913286834955215, + 0.041500698775053024, + 0.06560546904802322, + 0.23919889330863953, + 0.11830370128154755 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.04309936612844467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497618764638901 + ], + "opposite_logprob_tokens": [ + -2.929976224899292 + ], + "logprob_reward": -0.05497618764638901, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497618764638901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10053326934576035, + 0.044808316975831985, + 0.04404643923044205, + 0.12323513627052307, + 0.3041568398475647, + 0.07434048503637314, + 0.11456161737442017, + 0.1131436750292778, + 0.029837684705853462, + 0.051336515694856644 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.05497618764638901 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637290023267269 + ], + "opposite_logprob_tokens": [ + -3.6513729095458984 + ], + "logprob_reward": -0.02637290023267269, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637290023267269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15427042543888092, + 0.059829212725162506, + 0.1113990917801857, + 0.10736475884914398, + 0.10284613817930222, + 0.05237375944852829, + 0.14093530178070068, + 0.13153859972953796, + 0.06728288531303406, + 0.07215986400842667 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.02637290023267269 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme, upward-focused, ultra-wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive Brutalist sculpture made of weathered, pitted concrete visible as the dominant background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a soldier wearing a high-tech exoskeleton of matte black and gunmetal gray composite material visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the soldier descending while clinging to a thick, braided polymer rope and tapping the wall with armored boots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the exoskeleton's hydraulic pistons and joints expand and contract, with energy conduits glowing in cold cyan light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287124574184418 + ], + "opposite_logprob_tokens": [ + -2.017871141433716 + ], + "logprob_reward": -0.14287124574184418, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14287124574184418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15477009117603302, + 0.09650734066963196, + 0.10314831137657166, + 0.08720681071281433, + 0.08147615939378738, + 0.0645899698138237, + 0.07506010681390762, + 0.10093750804662704, + 0.1412450522184372, + 0.09505866467952728 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.14287124574184418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_11/index_tensor([3633, 3633])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_11/index_tensor([3633, 3633])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..40009980c3378e1257b9bf733593a4bf4304ebc2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_11/index_tensor([3633, 3633])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up, captured from a slight overhead angle, the camera remains still, focusing on a slender hand clad in an intricate white lace glove, hovering above an antique pocket watch resting on a polished dark mahogany tabletop. A soft, warm sidelight streams in from the side, gently highlighting the delicate texture of the glove's lace and the delicate patina and scratches of the watch's brass case. The tip of a gloved index finger delicately yet decisively presses the crown button on the top of the pocket watch. With a crisp click, the intricately engraved cover springs open, revealing an ivory dial, delicate blue hands, and classical Roman numerals beneath. The scene is dominated by warm browns and golds, creating a tranquil, nostalgic, and ritualistic atmosphere of elegance amidst the soft light and shadow.", + "seed": 19637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_11/index_3633_seed_19637_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025606737425550818, + "vlm_logprob": -0.025606737425550818, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.025606737425550818, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005970619153231382 + ], + "opposite_logprob_tokens": [ + -5.255970478057861 + ], + "logprob_reward": -0.005970619153231382, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005970619153231382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3036504089832306, + 0.050134558230638504, + 0.04186486825346947, + 0.032917097210884094, + 0.03814611956477165, + 0.14196833968162537, + 0.07271876931190491, + 0.14408065378665924, + 0.1086760088801384, + 0.06584317982196808 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.005970619153231382 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036207374650985003 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036207374650985003, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036207374650985003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15252231061458588, + 0.10182144492864609, + 0.04977669194340706, + 0.058295056223869324, + 0.03448035940527916, + 0.11423114687204361, + 0.06748630106449127, + 0.187132328748703, + 0.1537266969680786, + 0.08052773028612137 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.0036207374650985003 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033689916133880615 + ], + "opposite_logprob_tokens": [ + -3.4086899757385254 + ], + "logprob_reward": -0.033689916133880615, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033689916133880615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13608233630657196, + 0.0489802360534668, + 0.02642687037587166, + 0.05462203547358513, + 0.025103621184825897, + 0.15800562500953674, + 0.06949726492166519, + 0.09981121867895126, + 0.33529001474380493, + 0.04618076607584953 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.033689916133880615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495768040418625 + ], + "opposite_logprob_tokens": [ + -2.929957628250122 + ], + "logprob_reward": -0.05495768040418625, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495768040418625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06441503763198853, + 0.059615254402160645, + 0.03154159337282181, + 0.045650750398635864, + 0.020562436431646347, + 0.18014274537563324, + 0.0577031634747982, + 0.22452208399772644, + 0.24491314589977264, + 0.07093372195959091 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.05495768040418625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794733971357346 + ], + "opposite_logprob_tokens": [ + -3.529794692993164 + ], + "logprob_reward": -0.029794733971357346, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794733971357346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12766346335411072, + 0.04430536925792694, + 0.027137519791722298, + 0.03963490575551987, + 0.036757856607437134, + 0.2567567825317383, + 0.07080768048763275, + 0.12756557762622833, + 0.15418823063373566, + 0.11518266052007675 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.029794733971357346 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured from a slight overhead angle, the camera remains still, focusing on a slender hand clad in an intricate white lace glove, hovering above an antique pocket watch resting on a polished dark mahogany tabletop. A soft, warm sidelight streams in from the side, gently highlighting the delicate texture of the glove's lace and the delicate patina and scratches of the watch's brass case. The tip of a gloved index finger delicately yet decisively presses the crown button on the top of the pocket watch. With a crisp click, the intricately engraved cover springs open, revealing an ivory dial, delicate blue hands, and classical Roman numerals beneath. The scene is dominated by warm browns and golds, creating a tranquil, nostalgic, and ritualistic atmosphere of elegance amidst the soft light and shadow.", + "seed": 19638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_11/index_3633_seed_19638_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02952761622145772, + "vlm_logprob": -0.02952761622145772, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.02952761622145772, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007461891043931246 + ], + "opposite_logprob_tokens": [ + -5.007462024688721 + ], + "logprob_reward": -0.007461891043931246, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007461891043931246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2808227837085724, + 0.1037265956401825, + 0.05499730259180069, + 0.0695217028260231, + 0.07587802410125732, + 0.03635342791676521, + 0.054343681782484055, + 0.014024456031620502, + 0.09808610379695892, + 0.2122458815574646 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.007461891043931246 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263874307274818 + ], + "opposite_logprob_tokens": [ + -5.255263805389404 + ], + "logprob_reward": -0.005263874307274818, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263874307274818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12524932622909546, + 0.10892903059720993, + 0.03076276369392872, + 0.12295309454202652, + 0.1430564671754837, + 0.04921913146972656, + 0.03769077733159065, + 0.05319884046912193, + 0.1713618040084839, + 0.15757879614830017 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.005263874307274818 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305780306458473 + ], + "opposite_logprob_tokens": [ + -3.168057918548584 + ], + "logprob_reward": -0.04305780306458473, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305780306458473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2568465769290924, + 0.05158570036292076, + 0.04827369377017021, + 0.11913449317216873, + 0.07566475123167038, + 0.058609671890735626, + 0.04895844683051109, + 0.061101336032152176, + 0.20388716459274292, + 0.0759381353855133 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.04305780306458473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205422431230545 + ], + "opposite_logprob_tokens": [ + -2.81205415725708 + ], + "logprob_reward": -0.06205422431230545, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205422431230545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1641360968351364, + 0.06116136908531189, + 0.0785084143280983, + 0.06579240411520004, + 0.147640660405159, + 0.08242008835077286, + 0.05505507439374924, + 0.029910575598478317, + 0.12476122379302979, + 0.19061408936977386 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.06205422431230545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029800288379192352 + ], + "opposite_logprob_tokens": [ + -3.5298001766204834 + ], + "logprob_reward": -0.029800288379192352, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029800288379192352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22628134489059448, + 0.029839003458619118, + 0.060460157692432404, + 0.13213923573493958, + 0.05908017233014107, + 0.032722726464271545, + 0.12963569164276123, + 0.02595309168100357, + 0.14047615230083466, + 0.16341239213943481 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.029800288379192352 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured from a slight overhead angle, the camera remains still, focusing on a slender hand clad in an intricate white lace glove, hovering above an antique pocket watch resting on a polished dark mahogany tabletop. A soft, warm sidelight streams in from the side, gently highlighting the delicate texture of the glove's lace and the delicate patina and scratches of the watch's brass case. The tip of a gloved index finger delicately yet decisively presses the crown button on the top of the pocket watch. With a crisp click, the intricately engraved cover springs open, revealing an ivory dial, delicate blue hands, and classical Roman numerals beneath. The scene is dominated by warm browns and golds, creating a tranquil, nostalgic, and ritualistic atmosphere of elegance amidst the soft light and shadow.", + "seed": 19639, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_11/index_3633_seed_19639_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.039065101323649286, + "vlm_logprob": -0.039065101323649286, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.039065101323649286, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014699137769639492 + ], + "opposite_logprob_tokens": [ + -4.2646989822387695 + ], + "logprob_reward": -0.014699137769639492, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014699137769639492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2740491032600403, + 0.10404197126626968, + 0.05733652040362358, + 0.08786910772323608, + 0.09774904698133469, + 0.07627685368061066, + 0.038589924573898315, + 0.08623601496219635, + 0.051302388310432434, + 0.12654909491539001 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.014699137769639492 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003625488607212901 + ], + "opposite_logprob_tokens": [ + -5.628625392913818 + ], + "logprob_reward": -0.003625488607212901, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003625488607212901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2652834355831146, + 0.03935454785823822, + 0.0341336727142334, + 0.09461694210767746, + 0.08438996225595474, + 0.08861593157052994, + 0.03431062772870064, + 0.0700831413269043, + 0.10521334409713745, + 0.18399831652641296 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.003625488607212901 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305563494563103 + ], + "opposite_logprob_tokens": [ + -3.168055534362793 + ], + "logprob_reward": -0.04305563494563103, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305563494563103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1792476624250412, + 0.038578733801841736, + 0.047093071043491364, + 0.10600453615188599, + 0.16499605774879456, + 0.09719016402959824, + 0.07107047736644745, + 0.04547910392284393, + 0.051154740154743195, + 0.19918544590473175 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.04305563494563103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496196821331978 + ], + "opposite_logprob_tokens": [ + -2.929961919784546 + ], + "logprob_reward": -0.05496196821331978, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496196821331978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2463390827178955, + 0.060113970190286636, + 0.0800505131483078, + 0.0435507707297802, + 0.13236156105995178, + 0.04950931295752525, + 0.08310046046972275, + 0.05595475807785988, + 0.07061717659235, + 0.17840228974819183 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.05496196821331978 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898327708244324 + ], + "opposite_logprob_tokens": [ + -2.5789833068847656 + ], + "logprob_reward": -0.07898327708244324, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898327708244324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09615273773670197, + 0.03723056986927986, + 0.05178987607359886, + 0.07208505272865295, + 0.0964462012052536, + 0.18555697798728943, + 0.07145000249147415, + 0.05685381591320038, + 0.0609205886721611, + 0.2715142071247101 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.07898327708244324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up, captured from a slight overhead angle, the camera remains still, focusing on a slender hand clad in an intricate white lace glove, hovering above an antique pocket watch resting on a polished dark mahogany tabletop. A soft, warm sidelight streams in from the side, gently highlighting the delicate texture of the glove's lace and the delicate patina and scratches of the watch's brass case. The tip of a gloved index finger delicately yet decisively presses the crown button on the top of the pocket watch. With a crisp click, the intricately engraved cover springs open, revealing an ivory dial, delicate blue hands, and classical Roman numerals beneath. The scene is dominated by warm browns and golds, creating a tranquil, nostalgic, and ritualistic atmosphere of elegance amidst the soft light and shadow.", + "seed": 19640, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_11/index_3633_seed_19640_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.039778093062341216, + "vlm_logprob": -0.039778093062341216, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.039778093062341216, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015119356103241444 + ], + "opposite_logprob_tokens": [ + -4.265119552612305 + ], + "logprob_reward": -0.015119356103241444, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015119356103241444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12061130255460739, + 0.14252611994743347, + 0.04854927584528923, + 0.04360383376479149, + 0.05510113015770912, + 0.16937536001205444, + 0.15494899451732635, + 0.10461107641458511, + 0.10741925984621048, + 0.05325357988476753 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.015119356103241444 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006752410903573036 + ], + "opposite_logprob_tokens": [ + -5.0067524909973145 + ], + "logprob_reward": -0.006752410903573036, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006752410903573036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23953653872013092, + 0.09972166270017624, + 0.029202505946159363, + 0.024571184068918228, + 0.03376183286309242, + 0.03758276253938675, + 0.03484358265995979, + 0.050987813621759415, + 0.2042260617017746, + 0.24556604027748108 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.006752410903573036 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305974766612053 + ], + "opposite_logprob_tokens": [ + -3.168059825897217 + ], + "logprob_reward": -0.04305974766612053, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305974766612053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1842796802520752, + 0.07742282748222351, + 0.06994402408599854, + 0.09407255798578262, + 0.045669130980968475, + 0.029128054156899452, + 0.0884270966053009, + 0.06513155251741409, + 0.2786775529384613, + 0.06724759191274643 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.04305974766612053 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899969071149826 + ], + "opposite_logprob_tokens": [ + -2.5789997577667236 + ], + "logprob_reward": -0.07899969071149826, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899969071149826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1343095302581787, + 0.09651277214288712, + 0.028014764189720154, + 0.023213965818285942, + 0.034079909324645996, + 0.04437984153628349, + 0.0674431100487709, + 0.040061213076114655, + 0.36982467770576477, + 0.16216018795967102 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.07899969071149826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a slender hand wearing an intricate white lace glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand hovering above an antique pocket watch resting on a polished dark mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved index finger press the crown button on the pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pocket watch cover spring open to reveal an ivory dial with blue hands and Roman numerals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slight overhead angle and remains still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549592599272728 + ], + "opposite_logprob_tokens": [ + -2.929959297180176 + ], + "logprob_reward": -0.0549592599272728, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549592599272728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1395912766456604, + 0.2705637514591217, + 0.027787355706095695, + 0.04485873132944107, + 0.06719721853733063, + 0.03971496969461441, + 0.05175575613975525, + 0.054966796189546585, + 0.1405145823955536, + 0.16304948925971985 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.0549592599272728 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_12/index_tensor([8379, 8379])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_12/index_tensor([8379, 8379])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fb5c07ad13ee4dc06c562783e084e9593485e025 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_12/index_tensor([8379, 8379])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "full-body shot, captured from a low angle, the camera slowly and steadily tilts upward, closely following a man's arduous ascent, emphasizing the height and treacherous nature of the climb. He wears a weathered, wide-brimmed khaki expedition hat. Beneath the brim, beads of sweat drip from his face, strained with exertion. His jaw clenched, his eyes fixed upward, searching intently for the next landing point. He wears a dark green waterproof jacket and durable dark gray overalls, damp from the permeating moisture, clinging to the contours of his muscles, bulging with effort. He is striving to scale an ancient wall composed of dark gray stones of varying sizes and shapes, covered in slippery, varying shades of green moss. Crystal-clear drops of water drip slowly along the cracks in the stone and along the edges of the moss. His fingers carefully searched for a reliable grip in the cracks of the rock, his knuckles turning white from the exertion, while the heavy, muddy hiking boots on his feet occasionally slipped slightly on the slippery moss. Each upward movement was cautious yet powerful. The background was a dim and dense jungle. Only a faint diffuse light penetrated through the gaps in the dense canopy, casting soft shadows on the rough stone walls. The entire picture unfolded in an atmosphere of isolation, tension, and a focused spirit of exploration.", + "seed": 3873, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_12/index_8379_seed_3873_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06870568634476512, + "vlm_logprob": -0.06870568634476512, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.06870568634476512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21165990829467773 + ], + "opposite_logprob_tokens": [ + -1.7116599082946777 + ], + "logprob_reward": -0.21165990829467773, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21165990829467773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06262511014938354, + 0.1193237155675888, + 0.31717002391815186, + 0.04180829972028732, + 0.14273978769779205, + 0.07150997221469879, + 0.07185713946819305, + 0.030161190778017044, + 0.08909844607114792, + 0.05370628461241722 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.21165990829467773 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901125401258469 + ], + "opposite_logprob_tokens": [ + -2.5790112018585205 + ], + "logprob_reward": -0.07901125401258469, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901125401258469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09576936066150665, + 0.06926839798688889, + 0.22961518168449402, + 0.04661078006029129, + 0.11805147677659988, + 0.15482139587402344, + 0.04939507693052292, + 0.03492835909128189, + 0.09439220279455185, + 0.107147715985775 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.07901125401258469 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865375533699989 + ], + "opposite_logprob_tokens": [ + -3.0486538410186768 + ], + "logprob_reward": -0.04865375533699989, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865375533699989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10991669446229935, + 0.05794545263051987, + 0.3082083463668823, + 0.06124550476670265, + 0.2609405517578125, + 0.09070209413766861, + 0.026428688317537308, + 0.017931336537003517, + 0.0409773625433445, + 0.025703905150294304 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.04865375533699989 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249301316216588 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.00249301316216588, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249301316216588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06132717430591583, + 0.07995041459798813, + 0.2660200893878937, + 0.03140614181756973, + 0.2991921007633209, + 0.046250440180301666, + 0.02958637662231922, + 0.02817910723388195, + 0.07856263965368271, + 0.07952546328306198 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.00249301316216588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017105009173974395 + ], + "opposite_logprob_tokens": [ + -6.376710414886475 + ], + "logprob_reward": -0.0017105009173974395, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017105009173974395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1348610371351242, + 0.0504833348095417, + 0.33397409319877625, + 0.021358540281653404, + 0.2534950375556946, + 0.03455585241317749, + 0.04552612826228142, + 0.022715799510478973, + 0.06962898373603821, + 0.033401183784008026 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.0017105009173974395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "full-body shot, captured from a low angle, the camera slowly and steadily tilts upward, closely following a man's arduous ascent, emphasizing the height and treacherous nature of the climb. He wears a weathered, wide-brimmed khaki expedition hat. Beneath the brim, beads of sweat drip from his face, strained with exertion. His jaw clenched, his eyes fixed upward, searching intently for the next landing point. He wears a dark green waterproof jacket and durable dark gray overalls, damp from the permeating moisture, clinging to the contours of his muscles, bulging with effort. He is striving to scale an ancient wall composed of dark gray stones of varying sizes and shapes, covered in slippery, varying shades of green moss. Crystal-clear drops of water drip slowly along the cracks in the stone and along the edges of the moss. His fingers carefully searched for a reliable grip in the cracks of the rock, his knuckles turning white from the exertion, while the heavy, muddy hiking boots on his feet occasionally slipped slightly on the slippery moss. Each upward movement was cautious yet powerful. The background was a dim and dense jungle. Only a faint diffuse light penetrated through the gaps in the dense canopy, casting soft shadows on the rough stone walls. The entire picture unfolded in an atmosphere of isolation, tension, and a focused spirit of exploration.", + "seed": 3874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_12/index_8379_seed_3874_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07091488311998546, + "vlm_logprob": -0.07091488311998546, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.07091488311998546, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1670866161584854 + ], + "opposite_logprob_tokens": [ + -2.042086601257324 + ], + "logprob_reward": -0.1670866161584854, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1670866161584854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2436879575252533, + 0.05202476307749748, + 0.14721126854419708, + 0.09737455099821091, + 0.10361407697200775, + 0.09027794748544693, + 0.09736020863056183, + 0.03299194201827049, + 0.09518971294164658, + 0.04026758298277855 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.1670866161584854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048705194145441055 + ], + "opposite_logprob_tokens": [ + -3.0487051010131836 + ], + "logprob_reward": -0.048705194145441055, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048705194145441055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1549130231142044, + 0.14853577315807343, + 0.10505788773298264, + 0.06344446539878845, + 0.0953153446316719, + 0.03755134344100952, + 0.10190580040216446, + 0.03328258544206619, + 0.17596137523651123, + 0.08403240889310837 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.048705194145441055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704889476299286 + ], + "opposite_logprob_tokens": [ + -2.127048969268799 + ], + "logprob_reward": -0.12704889476299286, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704889476299286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17520956695079803, + 0.17470422387123108, + 0.06545177102088928, + 0.06946095079183578, + 0.06957665830850601, + 0.036029357463121414, + 0.06419899314641953, + 0.06379023939371109, + 0.1898690164089203, + 0.09170923382043839 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.12704889476299286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794983081519604 + ], + "opposite_logprob_tokens": [ + -4.634795188903809 + ], + "logprob_reward": -0.009794983081519604, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794983081519604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23856081068515778, + 0.19288940727710724, + 0.059793710708618164, + 0.08979391306638718, + 0.09297259896993637, + 0.08452602475881577, + 0.04777980223298073, + 0.055809490382671356, + 0.0897688940167427, + 0.04810534790158272 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.009794983081519604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019387274514883757 + ], + "opposite_logprob_tokens": [ + -6.251938819885254 + ], + "logprob_reward": -0.0019387274514883757, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019387274514883757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39992398023605347, + 0.09494180977344513, + 0.08613811433315277, + 0.06892973929643631, + 0.09580888599157333, + 0.07383828610181808, + 0.030456233769655228, + 0.019184987992048264, + 0.05526244640350342, + 0.07551546394824982 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0019387274514883757 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "full-body shot, captured from a low angle, the camera slowly and steadily tilts upward, closely following a man's arduous ascent, emphasizing the height and treacherous nature of the climb. He wears a weathered, wide-brimmed khaki expedition hat. Beneath the brim, beads of sweat drip from his face, strained with exertion. His jaw clenched, his eyes fixed upward, searching intently for the next landing point. He wears a dark green waterproof jacket and durable dark gray overalls, damp from the permeating moisture, clinging to the contours of his muscles, bulging with effort. He is striving to scale an ancient wall composed of dark gray stones of varying sizes and shapes, covered in slippery, varying shades of green moss. Crystal-clear drops of water drip slowly along the cracks in the stone and along the edges of the moss. His fingers carefully searched for a reliable grip in the cracks of the rock, his knuckles turning white from the exertion, while the heavy, muddy hiking boots on his feet occasionally slipped slightly on the slippery moss. Each upward movement was cautious yet powerful. The background was a dim and dense jungle. Only a faint diffuse light penetrated through the gaps in the dense canopy, casting soft shadows on the rough stone walls. The entire picture unfolded in an atmosphere of isolation, tension, and a focused spirit of exploration.", + "seed": 3875, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_12/index_8379_seed_3875_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10432167993858457, + "vlm_logprob": -0.10432167993858457, + "vlm_yes_no_margin": 3.5249999880790712, + "vlm_token_credit": -0.10432167993858457, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35573941469192505 + ], + "opposite_logprob_tokens": [ + -1.2307393550872803 + ], + "logprob_reward": -0.35573941469192505, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.35573941469192505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15780940651893616, + 0.07969239354133606, + 0.09408961981534958, + 0.13355869054794312, + 0.15663239359855652, + 0.04872164502739906, + 0.17510923743247986, + 0.025454949587583542, + 0.07356341928243637, + 0.05536827817559242 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.35573941469192505 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005582749843597 + ], + "opposite_logprob_tokens": [ + -2.6950557231903076 + ], + "logprob_reward": -0.07005582749843597, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005582749843597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08482521027326584, + 0.08783712983131409, + 0.10271567851305008, + 0.29578226804733276, + 0.03882269933819771, + 0.02885616198182106, + 0.13183465600013733, + 0.01722715049982071, + 0.15883378684520721, + 0.053265273571014404 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.07005582749843597 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904241025447845 + ], + "opposite_logprob_tokens": [ + -2.4640424251556396 + ], + "logprob_reward": -0.08904241025447845, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904241025447845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1459554135799408, + 0.06756564229726791, + 0.13690640032291412, + 0.19838714599609375, + 0.02082843892276287, + 0.05416130647063255, + 0.23622505366802216, + 0.030669545754790306, + 0.06058896332979202, + 0.048712119460105896 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.08904241025447845 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260909907519817 + ], + "opposite_logprob_tokens": [ + -5.255260944366455 + ], + "logprob_reward": -0.005260909907519817, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260909907519817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15610064566135406, + 0.05594942346215248, + 0.12509727478027344, + 0.16341421008110046, + 0.05179576948285103, + 0.05676461383700371, + 0.3206349313259125, + 0.01719304360449314, + 0.023813189938664436, + 0.02923686057329178 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.005260909907519817 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015098373405635357 + ], + "opposite_logprob_tokens": [ + -6.501509666442871 + ], + "logprob_reward": -0.0015098373405635357, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015098373405635357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12514224648475647, + 0.057544197887182236, + 0.051942627876996994, + 0.41964295506477356, + 0.06792453676462173, + 0.03040013462305069, + 0.07222595810890198, + 0.01712406799197197, + 0.11759542673826218, + 0.04045788571238518 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0015098373405635357 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "full-body shot, captured from a low angle, the camera slowly and steadily tilts upward, closely following a man's arduous ascent, emphasizing the height and treacherous nature of the climb. He wears a weathered, wide-brimmed khaki expedition hat. Beneath the brim, beads of sweat drip from his face, strained with exertion. His jaw clenched, his eyes fixed upward, searching intently for the next landing point. He wears a dark green waterproof jacket and durable dark gray overalls, damp from the permeating moisture, clinging to the contours of his muscles, bulging with effort. He is striving to scale an ancient wall composed of dark gray stones of varying sizes and shapes, covered in slippery, varying shades of green moss. Crystal-clear drops of water drip slowly along the cracks in the stone and along the edges of the moss. His fingers carefully searched for a reliable grip in the cracks of the rock, his knuckles turning white from the exertion, while the heavy, muddy hiking boots on his feet occasionally slipped slightly on the slippery moss. Each upward movement was cautious yet powerful. The background was a dim and dense jungle. Only a faint diffuse light penetrated through the gaps in the dense canopy, casting soft shadows on the rough stone walls. The entire picture unfolded in an atmosphere of isolation, tension, and a focused spirit of exploration.", + "seed": 3876, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_12/index_8379_seed_3876_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09174588304013014, + "vlm_logprob": -0.09174588304013014, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.09174588304013014, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3012556731700897 + ], + "opposite_logprob_tokens": [ + -1.426255702972412 + ], + "logprob_reward": -0.3012556731700897, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.3012556731700897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07275596261024475, + 0.04180620238184929, + 0.0430954284965992, + 0.09296578168869019, + 0.05573883280158043, + 0.0824243351817131, + 0.4216374456882477, + 0.05037472024559975, + 0.04313042014837265, + 0.09607089310884476 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.3012556731700897 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907872438430786 + ], + "opposite_logprob_tokens": [ + -2.464078664779663 + ], + "logprob_reward": -0.08907872438430786, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907872438430786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13067086040973663, + 0.04761241003870964, + 0.09311629086732864, + 0.11578896641731262, + 0.08940817415714264, + 0.14229176938533783, + 0.06605345010757446, + 0.08953821659088135, + 0.06994324177503586, + 0.1555766761302948 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.08907872438430786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204066798090935 + ], + "opposite_logprob_tokens": [ + -2.8120405673980713 + ], + "logprob_reward": -0.06204066798090935, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204066798090935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08581911027431488, + 0.06414547562599182, + 0.04278099909424782, + 0.14517615735530853, + 0.1376686990261078, + 0.16298088431358337, + 0.08032120019197464, + 0.10309305787086487, + 0.08975693583488464, + 0.08825749158859253 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.06204066798090935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643134772777557 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.004643134772777557, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643134772777557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07541541010141373, + 0.04574247822165489, + 0.044309865683317184, + 0.17602480947971344, + 0.15824824571609497, + 0.2035757452249527, + 0.0771687924861908, + 0.07246779650449753, + 0.03950420022010803, + 0.10754267126321793 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.004643134772777557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a full-body view captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily tilt upward while following the man's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a weathered, wide-brimmed khaki expedition hat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a dark green waterproof jacket and dark gray overalls that appear damp and clinging to his muscles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a dim and dense jungle with faint diffuse light penetrating through the canopy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001711214892566204 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.001711214892566204, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001711214892566204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2901538610458374, + 0.07447841763496399, + 0.06747662276029587, + 0.09336087107658386, + 0.2241939753293991, + 0.06043152138590813, + 0.05091114342212677, + 0.040758490562438965, + 0.0375831238925457, + 0.06065201014280319 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.001711214892566204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_13/index_tensor([2680, 2680])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_13/index_tensor([2680, 2680])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1edd5f0e41c5ddafe8efb80e1c5e8e5e7525b5cd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_13/index_tensor([2680, 2680])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "breathtaking, dynamic, high-angle tracking shot follows a stark, low-polygonal spaceship with a distinctly PlayStation 1 aesthetic. Its dark gray metal hull is coated in low-resolution textures tinged with pixelated grain and jittery textures. The ship suddenly breaks through a cloud layer composed of rough white polygons, revealing a magnificent floating city below, constructed entirely from countless tickets. The camera then dives at a heart-pounding angle, plunging alongside the ship, into this surreal city. The skyscrapers, interlaced platforms, and suspended bridges are all constructed from stacked, low-resolution tickets adorned with blurry, pixelated text and abstract patterns. Illuminated by a single digital light source, they exhibit limited color depth and harsh shadows. As the ship approaches the city's surface, it stabilizes, releasing a translucent blue energy tail composed of simple geometric planes. It then sweeps past the rooftops of the paper buildings at breakneck speed, weaving deftly through narrow gaps. The entire scene is imbued with a retro digital texture and the tension of high-speed flight, creating a dreamlike atmosphere that is both nostalgic and full of wonder.", + "seed": 996, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_13/index_2680_seed_996_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01230855886824429, + "vlm_logprob": -0.01230855886824429, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.01230855886824429, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014542303048074245 + ], + "opposite_logprob_tokens": [ + -4.264542102813721 + ], + "logprob_reward": -0.014542303048074245, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014542303048074245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14565300941467285, + 0.1327235847711563, + 0.02986077032983303, + 0.06336300820112228, + 0.1033470630645752, + 0.27039289474487305, + 0.10359864681959152, + 0.03403731435537338, + 0.07002157717943192, + 0.047002196311950684 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.014542303048074245 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007640897762030363 + ], + "opposite_logprob_tokens": [ + -4.882640838623047 + ], + "logprob_reward": -0.007640897762030363, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007640897762030363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11633868515491486, + 0.1852707713842392, + 0.0998549610376358, + 0.05792189761996269, + 0.10164959728717804, + 0.07336536794900894, + 0.06348852068185806, + 0.158306285738945, + 0.11208470165729523, + 0.03171920031309128 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.007640897762030363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036210936959832907 + ], + "opposite_logprob_tokens": [ + -5.6286211013793945 + ], + "logprob_reward": -0.0036210936959832907, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036210936959832907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07934775203466415, + 0.1091737300157547, + 0.04446243867278099, + 0.03221502900123596, + 0.09618868678808212, + 0.17100271582603455, + 0.0774921104311943, + 0.10216568410396576, + 0.22750592231750488, + 0.06044599786400795 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.0036210936959832907 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950592458248138 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950592458248138, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950592458248138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06322867423295975, + 0.0581829808652401, + 0.041357625275850296, + 0.03224038705229759, + 0.15649156272411346, + 0.27608174085617065, + 0.06806597113609314, + 0.08306942880153656, + 0.07111067324876785, + 0.15017098188400269 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.005950592458248138 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029787907376885414 + ], + "opposite_logprob_tokens": [ + -3.529788017272949 + ], + "logprob_reward": -0.029787907376885414, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029787907376885414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16270940005779266, + 0.13625723123550415, + 0.06149567291140556, + 0.08241930603981018, + 0.16055569052696228, + 0.20188413560390472, + 0.039017193019390106, + 0.0664629340171814, + 0.056318264454603195, + 0.032880209386348724 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.029787907376885414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "breathtaking, dynamic, high-angle tracking shot follows a stark, low-polygonal spaceship with a distinctly PlayStation 1 aesthetic. Its dark gray metal hull is coated in low-resolution textures tinged with pixelated grain and jittery textures. The ship suddenly breaks through a cloud layer composed of rough white polygons, revealing a magnificent floating city below, constructed entirely from countless tickets. The camera then dives at a heart-pounding angle, plunging alongside the ship, into this surreal city. The skyscrapers, interlaced platforms, and suspended bridges are all constructed from stacked, low-resolution tickets adorned with blurry, pixelated text and abstract patterns. Illuminated by a single digital light source, they exhibit limited color depth and harsh shadows. As the ship approaches the city's surface, it stabilizes, releasing a translucent blue energy tail composed of simple geometric planes. It then sweeps past the rooftops of the paper buildings at breakneck speed, weaving deftly through narrow gaps. The entire scene is imbued with a retro digital texture and the tension of high-speed flight, creating a dreamlike atmosphere that is both nostalgic and full of wonder.", + "seed": 997, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_13/index_2680_seed_997_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05233433265239, + "vlm_logprob": -0.05233433265239, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.05233433265239, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2018391489982605 + ], + "opposite_logprob_tokens": [ + -1.7018392086029053 + ], + "logprob_reward": -0.2018391489982605, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2018391489982605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08806461095809937, + 0.12163759022951126, + 0.2445146143436432, + 0.13168837130069733, + 0.02982313558459282, + 0.1227945014834404, + 0.14950795471668243, + 0.028870418667793274, + 0.037056244909763336, + 0.0460425466299057 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.2018391489982605 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961375776678324 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961375776678324, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961375776678324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0467480905354023, + 0.18003645539283752, + 0.4634973704814911, + 0.03596184030175209, + 0.01152108795940876, + 0.031004389747977257, + 0.10432872176170349, + 0.061882391571998596, + 0.033585064113140106, + 0.03143463656306267 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.005961375776678324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553482316434383 + ], + "opposite_logprob_tokens": [ + -4.387553691864014 + ], + "logprob_reward": -0.012553482316434383, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553482316434383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04408109933137894, + 0.06266371160745621, + 0.3794146478176117, + 0.06051941215991974, + 0.022147171199321747, + 0.09307053685188293, + 0.052461229264736176, + 0.0713159367442131, + 0.12200761586427689, + 0.09231862425804138 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.012553482316434383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631197106093168 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631197106093168, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631197106093168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04958471283316612, + 0.07278557121753693, + 0.38631170988082886, + 0.04511842131614685, + 0.01886674016714096, + 0.1253800094127655, + 0.20833036303520203, + 0.0405450239777565, + 0.027536706998944283, + 0.025540705770254135 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.007631197106093168 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368645906448364 + ], + "opposite_logprob_tokens": [ + -3.408686399459839 + ], + "logprob_reward": -0.03368645906448364, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368645906448364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02830122970044613, + 0.10329020768404007, + 0.40825551748275757, + 0.033903736621141434, + 0.016015252098441124, + 0.0687997117638588, + 0.19293081760406494, + 0.026621760800480843, + 0.07661005109548569, + 0.04527173563838005 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.03368645906448364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "breathtaking, dynamic, high-angle tracking shot follows a stark, low-polygonal spaceship with a distinctly PlayStation 1 aesthetic. Its dark gray metal hull is coated in low-resolution textures tinged with pixelated grain and jittery textures. The ship suddenly breaks through a cloud layer composed of rough white polygons, revealing a magnificent floating city below, constructed entirely from countless tickets. The camera then dives at a heart-pounding angle, plunging alongside the ship, into this surreal city. The skyscrapers, interlaced platforms, and suspended bridges are all constructed from stacked, low-resolution tickets adorned with blurry, pixelated text and abstract patterns. Illuminated by a single digital light source, they exhibit limited color depth and harsh shadows. As the ship approaches the city's surface, it stabilizes, releasing a translucent blue energy tail composed of simple geometric planes. It then sweeps past the rooftops of the paper buildings at breakneck speed, weaving deftly through narrow gaps. The entire scene is imbued with a retro digital texture and the tension of high-speed flight, creating a dreamlike atmosphere that is both nostalgic and full of wonder.", + "seed": 998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_13/index_2680_seed_998_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02868114095181227, + "vlm_logprob": -0.02868114095181227, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.02868114095181227, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07943921536207199 + ], + "opposite_logprob_tokens": [ + -2.579439163208008 + ], + "logprob_reward": -0.07943921536207199, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07943921536207199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21906778216362, + 0.07006584107875824, + 0.09117822349071503, + 0.1815873384475708, + 0.07074257731437683, + 0.09709873795509338, + 0.05788061022758484, + 0.023711564019322395, + 0.1005672886967659, + 0.08810000121593475 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.07943921536207199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595959834754467 + ], + "opposite_logprob_tokens": [ + -5.130959510803223 + ], + "logprob_reward": -0.00595959834754467, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595959834754467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12676434218883514, + 0.08628768473863602, + 0.12230975925922394, + 0.17736779153347015, + 0.09658139944076538, + 0.0921449363231659, + 0.08177231252193451, + 0.10197177529335022, + 0.06037612631917, + 0.05442386120557785 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.00595959834754467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076385317370295525 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.0076385317370295525, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076385317370295525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11674746125936508, + 0.06651921570301056, + 0.0732039138674736, + 0.06649287045001984, + 0.11883846670389175, + 0.12622079253196716, + 0.06273294985294342, + 0.20233364403247833, + 0.06178698316216469, + 0.10512366890907288 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.0076385317370295525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581724122166634 + ], + "opposite_logprob_tokens": [ + -3.8955817222595215 + ], + "logprob_reward": -0.020581724122166634, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581724122166634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1937631219625473, + 0.09223120659589767, + 0.15761183202266693, + 0.06600053608417511, + 0.039818961173295975, + 0.05577106773853302, + 0.14841075241565704, + 0.09700366854667664, + 0.059438616037368774, + 0.08995021879673004 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.020581724122166634 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978663519024849 + ], + "opposite_logprob_tokens": [ + -3.5297865867614746 + ], + "logprob_reward": -0.02978663519024849, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978663519024849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17269368469715118, + 0.1002107560634613, + 0.05134182795882225, + 0.055163685232400894, + 0.055922992527484894, + 0.1371762454509735, + 0.05121487006545067, + 0.14140239357948303, + 0.15080423653125763, + 0.08406931161880493 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.02978663519024849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "breathtaking, dynamic, high-angle tracking shot follows a stark, low-polygonal spaceship with a distinctly PlayStation 1 aesthetic. Its dark gray metal hull is coated in low-resolution textures tinged with pixelated grain and jittery textures. The ship suddenly breaks through a cloud layer composed of rough white polygons, revealing a magnificent floating city below, constructed entirely from countless tickets. The camera then dives at a heart-pounding angle, plunging alongside the ship, into this surreal city. The skyscrapers, interlaced platforms, and suspended bridges are all constructed from stacked, low-resolution tickets adorned with blurry, pixelated text and abstract patterns. Illuminated by a single digital light source, they exhibit limited color depth and harsh shadows. As the ship approaches the city's surface, it stabilizes, releasing a translucent blue energy tail composed of simple geometric planes. It then sweeps past the rooftops of the paper buildings at breakneck speed, weaving deftly through narrow gaps. The entire scene is imbued with a retro digital texture and the tension of high-speed flight, creating a dreamlike atmosphere that is both nostalgic and full of wonder.", + "seed": 999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_13/index_2680_seed_999_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.009595194924622774, + "vlm_logprob": -0.009595194924622774, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.009595194924622774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012884697876870632 + ], + "opposite_logprob_tokens": [ + -4.387884616851807 + ], + "logprob_reward": -0.012884697876870632, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012884697876870632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15315654873847961, + 0.0827203094959259, + 0.2622368633747101, + 0.1181354746222496, + 0.08931488543748856, + 0.0435638502240181, + 0.09709714353084564, + 0.029619267210364342, + 0.04829706624150276, + 0.07585861533880234 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.012884697876870632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265416111797094 + ], + "opposite_logprob_tokens": [ + -5.255265235900879 + ], + "logprob_reward": -0.005265416111797094, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265416111797094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18805187940597534, + 0.0490872748196125, + 0.27702149748802185, + 0.09912019968032837, + 0.06075618788599968, + 0.047425005584955215, + 0.02366105280816555, + 0.027202600613236427, + 0.06606675684452057, + 0.1616075187921524 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.005265416111797094 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651040494441986 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651040494441986, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651040494441986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17662955820560455, + 0.06785228848457336, + 0.0768921747803688, + 0.14461585879325867, + 0.047679413110017776, + 0.15125970542430878, + 0.04486503824591637, + 0.034287791699171066, + 0.15312352776527405, + 0.10279466956853867 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.008651040494441986 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641350083053112 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641350083053112, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641350083053112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0781853049993515, + 0.07475414872169495, + 0.24586938321590424, + 0.09591405093669891, + 0.09886623919010162, + 0.06451216340065002, + 0.1602764129638672, + 0.05232808366417885, + 0.0906858742237091, + 0.038608334958553314 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.008641350083053112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a spaceship with a dark gray metal hull and a low-polygonal, PlayStation 1 aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the ship break through a cloud layer composed of rough white polygons to reveal a floating city below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the floating city constructed entirely from stacked, low-resolution tickets with blurry pixelated text?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship release a translucent blue energy tail composed of simple geometric planes while approaching the city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a high-angle tracking shot that dives alongside the ship at a steep angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533470056951046 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533470056951046, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533470056951046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11666420847177505, + 0.07366716116666794, + 0.5866413116455078, + 0.04025106132030487, + 0.08578227460384369, + 0.011891569942235947, + 0.011184281669557095, + 0.010151551105082035, + 0.01663057506084442, + 0.047135964035987854 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.012533470056951046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_14/index_tensor([4365, 4365])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_14/index_tensor([4365, 4365])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a9bdc213d2bad19cd5d99b65ad265e5cc2e5db22 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_14/index_tensor([4365, 4365])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, smooth orbiting camera, beginning at a slightly upward angle, travels through a vast, fairytale-like glass greenhouse. Here, giant mushrooms stand like sentinels, their caps a velvety texture, shimmering in shades of deep magenta, dreamy sapphire blue, and sun-like gold. The greenhouse is permeated with a visibly thick humidity. Soft light penetrates the misty ceiling, intertwining with the subtle bioluminescence emitted by the mushrooms themselves, illuminating the shimmering, dust-like spores floating in the air. As the camera rotates steadily, focusing on the edge of a mushroom, we witness the miraculous condensation of moist air, forming a crystalline dewdrop. This dewdrop grows larger and larger at the edge of the cap, like a miniature crystal ball, perfectly reflecting the vibrant colors of the surroundings. Finally, guided by gravity, it drips with a graceful, slow motion, gently splashing onto the smooth cap of another mushroom below, creating a subtle ripple. The entire scene is imbued with a sense of tranquil, dreamlike magic.", + "seed": 32109, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_14/index_4365_seed_32109_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05262640342116356, + "vlm_logprob": -0.05262640342116356, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.05262640342116356, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06715711206197739 + ], + "opposite_logprob_tokens": [ + -2.817157030105591 + ], + "logprob_reward": -0.06715711206197739, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06715711206197739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1916145533323288, + 0.17616772651672363, + 0.08308932185173035, + 0.1220136284828186, + 0.1708574742078781, + 0.04431059956550598, + 0.059566646814346313, + 0.030530687421560287, + 0.06140902638435364, + 0.0604403018951416 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.06715711206197739 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016088662669062614 + ], + "opposite_logprob_tokens": [ + -4.141088485717773 + ], + "logprob_reward": -0.016088662669062614, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016088662669062614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08530259132385254, + 0.04908294603228569, + 0.12012679874897003, + 0.06121283397078514, + 0.09154921770095825, + 0.08763796836137772, + 0.061000943183898926, + 0.05970077961683273, + 0.10344585031270981, + 0.28094005584716797 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.016088662669062614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979132391512394 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.00979132391512394, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979132391512394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13211379945278168, + 0.10365267843008041, + 0.06596199423074722, + 0.05802629515528679, + 0.1585620641708374, + 0.19691351056098938, + 0.06284214556217194, + 0.03199516609311104, + 0.13007549941539764, + 0.05985681340098381 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.00979132391512394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704910337924957 + ], + "opposite_logprob_tokens": [ + -2.127049207687378 + ], + "logprob_reward": -0.12704910337924957, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704910337924957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14277300238609314, + 0.09040293842554092, + 0.10602756589651108, + 0.04914020746946335, + 0.1938566267490387, + 0.0981360450387001, + 0.11956820636987686, + 0.042547184973955154, + 0.0755964070558548, + 0.08195178955793381 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.12704910337924957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304581508040428 + ], + "opposite_logprob_tokens": [ + -3.16804575920105 + ], + "logprob_reward": -0.04304581508040428, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304581508040428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3750201463699341, + 0.03179693967103958, + 0.03560975566506386, + 0.03011438436806202, + 0.1076633408665657, + 0.1573047935962677, + 0.07993607223033905, + 0.0745733305811882, + 0.06732404977083206, + 0.04065719246864319 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.04304581508040428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth orbiting camera, beginning at a slightly upward angle, travels through a vast, fairytale-like glass greenhouse. Here, giant mushrooms stand like sentinels, their caps a velvety texture, shimmering in shades of deep magenta, dreamy sapphire blue, and sun-like gold. The greenhouse is permeated with a visibly thick humidity. Soft light penetrates the misty ceiling, intertwining with the subtle bioluminescence emitted by the mushrooms themselves, illuminating the shimmering, dust-like spores floating in the air. As the camera rotates steadily, focusing on the edge of a mushroom, we witness the miraculous condensation of moist air, forming a crystalline dewdrop. This dewdrop grows larger and larger at the edge of the cap, like a miniature crystal ball, perfectly reflecting the vibrant colors of the surroundings. Finally, guided by gravity, it drips with a graceful, slow motion, gently splashing onto the smooth cap of another mushroom below, creating a subtle ripple. The entire scene is imbued with a sense of tranquil, dreamlike magic.", + "seed": 32110, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_14/index_4365_seed_32110_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03790207989513874, + "vlm_logprob": -0.03790207989513874, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.03790207989513874, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09144926071166992 + ], + "opposite_logprob_tokens": [ + -2.46644926071167 + ], + "logprob_reward": -0.09144926071166992, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09144926071166992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1148507297039032, + 0.06209529936313629, + 0.05768993869423866, + 0.1279670000076294, + 0.13687308132648468, + 0.09987025707960129, + 0.04378433898091316, + 0.25077274441719055, + 0.04698340222239494, + 0.05911315977573395 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.09144926071166992 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609042100608349 + ], + "opposite_logprob_tokens": [ + -4.141090393066406 + ], + "logprob_reward": -0.01609042100608349, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609042100608349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1535862237215042, + 0.10075706243515015, + 0.07295473664999008, + 0.17678309977054596, + 0.192856103181839, + 0.07418794184923172, + 0.046571072190999985, + 0.03097868338227272, + 0.03991476446390152, + 0.11141031980514526 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.01609042100608349 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330053597688675 + ], + "opposite_logprob_tokens": [ + -3.7733006477355957 + ], + "logprob_reward": -0.02330053597688675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330053597688675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12435688078403473, + 0.07706186920404434, + 0.055073678493499756, + 0.15429390966892242, + 0.16655752062797546, + 0.08502403646707535, + 0.08570142835378647, + 0.1345061957836151, + 0.05770113319158554, + 0.059723298996686935 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.02330053597688675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038101889193058014 + ], + "opposite_logprob_tokens": [ + -3.2881019115448 + ], + "logprob_reward": -0.038101889193058014, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038101889193058014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18167048692703247, + 0.12214898318052292, + 0.027968648821115494, + 0.16262280941009521, + 0.08538956195116043, + 0.03523974493145943, + 0.05859202519059181, + 0.22533154487609863, + 0.05873207375407219, + 0.04230416193604469 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.038101889193058014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02056829258799553 + ], + "opposite_logprob_tokens": [ + -3.895568370819092 + ], + "logprob_reward": -0.02056829258799553, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02056829258799553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13640981912612915, + 0.23625056445598602, + 0.07205050438642502, + 0.153664231300354, + 0.04613494127988815, + 0.05236207693815231, + 0.07821319997310638, + 0.05465829744935036, + 0.10143585503101349, + 0.06882049143314362 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.02056829258799553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth orbiting camera, beginning at a slightly upward angle, travels through a vast, fairytale-like glass greenhouse. Here, giant mushrooms stand like sentinels, their caps a velvety texture, shimmering in shades of deep magenta, dreamy sapphire blue, and sun-like gold. The greenhouse is permeated with a visibly thick humidity. Soft light penetrates the misty ceiling, intertwining with the subtle bioluminescence emitted by the mushrooms themselves, illuminating the shimmering, dust-like spores floating in the air. As the camera rotates steadily, focusing on the edge of a mushroom, we witness the miraculous condensation of moist air, forming a crystalline dewdrop. This dewdrop grows larger and larger at the edge of the cap, like a miniature crystal ball, perfectly reflecting the vibrant colors of the surroundings. Finally, guided by gravity, it drips with a graceful, slow motion, gently splashing onto the smooth cap of another mushroom below, creating a subtle ripple. The entire scene is imbued with a sense of tranquil, dreamlike magic.", + "seed": 32111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_14/index_4365_seed_32111_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04533987138420344, + "vlm_logprob": -0.04533987138420344, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04533987138420344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05810869485139847 + ], + "opposite_logprob_tokens": [ + -2.9331088066101074 + ], + "logprob_reward": -0.05810869485139847, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05810869485139847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09443120658397675, + 0.08068903535604477, + 0.0400642491877079, + 0.07578150182962418, + 0.022711385041475296, + 0.41737228631973267, + 0.03432672098278999, + 0.1618012934923172, + 0.034318406134843826, + 0.03850390017032623 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.05810869485139847 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794275276362896 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794275276362896, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794275276362896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1038363054394722, + 0.1304595023393631, + 0.08251488208770752, + 0.05744675174355507, + 0.16341514885425568, + 0.09507279843091965, + 0.05739244446158409, + 0.06759355217218399, + 0.035592421889305115, + 0.2066761553287506 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.009794275276362896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607716642320156 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.01607716642320156, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607716642320156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08609602600336075, + 0.07918272912502289, + 0.08860164135694504, + 0.03284313902258873, + 0.04487102851271629, + 0.45379045605659485, + 0.07477740943431854, + 0.10862856358289719, + 0.018977036699652672, + 0.012231973931193352 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.01607716642320156 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293628811836243 + ], + "opposite_logprob_tokens": [ + -2.23793625831604 + ], + "logprob_reward": -0.11293628811836243, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293628811836243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10033875703811646, + 0.09038233011960983, + 0.08355570584535599, + 0.12074818462133408, + 0.027109673246741295, + 0.054363708943128586, + 0.056787606328725815, + 0.39937034249305725, + 0.01449903566390276, + 0.05284466594457626 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.11293628811836243 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029782932251691818 + ], + "opposite_logprob_tokens": [ + -3.529783010482788 + ], + "logprob_reward": -0.029782932251691818, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029782932251691818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14128436148166656, + 0.1637403666973114, + 0.249114990234375, + 0.06638041883707047, + 0.03278806805610657, + 0.0897570550441742, + 0.049660973250865936, + 0.15700189769268036, + 0.02684897556900978, + 0.02342289499938488 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.029782932251691818 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, smooth orbiting camera, beginning at a slightly upward angle, travels through a vast, fairytale-like glass greenhouse. Here, giant mushrooms stand like sentinels, their caps a velvety texture, shimmering in shades of deep magenta, dreamy sapphire blue, and sun-like gold. The greenhouse is permeated with a visibly thick humidity. Soft light penetrates the misty ceiling, intertwining with the subtle bioluminescence emitted by the mushrooms themselves, illuminating the shimmering, dust-like spores floating in the air. As the camera rotates steadily, focusing on the edge of a mushroom, we witness the miraculous condensation of moist air, forming a crystalline dewdrop. This dewdrop grows larger and larger at the edge of the cap, like a miniature crystal ball, perfectly reflecting the vibrant colors of the surroundings. Finally, guided by gravity, it drips with a graceful, slow motion, gently splashing onto the smooth cap of another mushroom below, creating a subtle ripple. The entire scene is imbued with a sense of tranquil, dreamlike magic.", + "seed": 32112, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_14/index_4365_seed_32112_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04281956776976585, + "vlm_logprob": -0.04281956776976585, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.04281956776976585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05739970877766609 + ], + "opposite_logprob_tokens": [ + -2.9323997497558594 + ], + "logprob_reward": -0.05739970877766609, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05739970877766609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1538953334093094, + 0.3895283043384552, + 0.06042708829045296, + 0.07341822236776352, + 0.047454312443733215, + 0.0418720543384552, + 0.04270265996456146, + 0.07826642692089081, + 0.024687444791197777, + 0.08774816244840622 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.05739970877766609 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002826150506734848 + ], + "opposite_logprob_tokens": [ + -5.87782621383667 + ], + "logprob_reward": -0.002826150506734848, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002826150506734848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10671193897724152, + 0.2971988320350647, + 0.11869806051254272, + 0.1522655338048935, + 0.039777062833309174, + 0.04094551131129265, + 0.050007883459329605, + 0.06924828141927719, + 0.041837483644485474, + 0.08330941945314407 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.002826150506734848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803529381752014 + ], + "opposite_logprob_tokens": [ + -3.529803514480591 + ], + "logprob_reward": -0.029803529381752014, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803529381752014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06367050111293793, + 0.7194260954856873, + 0.017598235979676247, + 0.05177054926753044, + 0.023283841088414192, + 0.016587544232606888, + 0.009635093621909618, + 0.05900386720895767, + 0.019442060962319374, + 0.019582251086831093 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.029803529381752014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062047164887189865 + ], + "opposite_logprob_tokens": [ + -2.812047243118286 + ], + "logprob_reward": -0.062047164887189865, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062047164887189865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03749760240316391, + 0.5330678224563599, + 0.028488125652074814, + 0.0643187016248703, + 0.01805664598941803, + 0.02696663700044155, + 0.033670175820589066, + 0.19876544177532196, + 0.029973220080137253, + 0.029195690527558327 + ], + "top_frames": [ + 1, + 7, + 3 + ], + "selected_reward": -0.062047164887189865 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow, smooth orbiting motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the scene take place inside a vast glass greenhouse with giant mushrooms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the mushroom caps visible in shades of deep magenta, sapphire blue, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crystalline dewdrop shown forming on the edge of a mushroom cap and dripping onto another?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the environment filled with thick humidity, mist, and floating dust-like spores?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202128529548645 + ], + "opposite_logprob_tokens": [ + -2.812021255493164 + ], + "logprob_reward": -0.06202128529548645, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202128529548645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05943237245082855, + 0.6821742057800293, + 0.035155829042196274, + 0.07565424591302872, + 0.020784353837370872, + 0.015439770184457302, + 0.021614601835608482, + 0.031614430248737335, + 0.030408838763833046, + 0.027721336111426353 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.06202128529548645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_15/index_tensor([3873, 3873])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_15/index_tensor([3873, 3873])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..50a6834960288b60058d62df2f3c483632dfa20c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_15/index_tensor([3873, 3873])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, deliberate movement begins with a low-angle, medium shot through an ominous, smoke-filled room. A single, brilliant shaft of hard, dramatic light pierces the oppressive darkness from an unseen source high above. The beam falls directly upon a rough, cylindrical stone pedestal, illuminating the centerpiece: an ornate jade dagger. The dagger's hilt is carved from a single block of deep, transparent jadeite jade, forming a coiled serpent whose polished scales catch the light, while its blade, crafted from a darker, almost black jade, is polished to a sharp edge that seems to absorb the surrounding darkness. The entire artifact emits a faint internal glow, making it appear to glow from within. Thick gray smoke, stained with ancient dust, curls and billows in the air, lazily parting as it approaches the glowing artifact, then swirling around the base of the ancient, moss-covered pedestal. This constant, slow-moving smoke causes shadows cast by the single light source to wriggle and dance across the massive, swirling stones lining the room’s walls, creating a somber, dramatic tension and a palpable atmosphere of ancient mystery.", + "seed": 1441, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_15/index_3873_seed_1441_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.030366205261088908, + "vlm_logprob": -0.030366205261088908, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.030366205261088908, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043660636991262436 + ], + "opposite_logprob_tokens": [ + -3.7936606407165527 + ], + "logprob_reward": -0.043660636991262436, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.043660636991262436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1635322868824005, + 0.05760851502418518, + 0.07794545590877533, + 0.05634121969342232, + 0.1344885230064392, + 0.1911296397447586, + 0.08205197006464005, + 0.09240451455116272, + 0.09817002713680267, + 0.046327829360961914 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.043660636991262436 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033726684749126434 + ], + "opposite_logprob_tokens": [ + -3.408726692199707 + ], + "logprob_reward": -0.033726684749126434, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033726684749126434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1145605593919754, + 0.34960877895355225, + 0.05708768591284752, + 0.2059764564037323, + 0.05052219703793526, + 0.07638956606388092, + 0.07279746979475021, + 0.03006456047296524, + 0.025073597207665443, + 0.01791912317276001 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.033726684749126434 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019489595433697104 + ], + "opposite_logprob_tokens": [ + -6.251948833465576 + ], + "logprob_reward": -0.0019489595433697104, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019489595433697104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06518039852380753, + 0.1539335548877716, + 0.06391190737485886, + 0.053389985114336014, + 0.21794867515563965, + 0.1816246509552002, + 0.07384606450796127, + 0.06338176876306534, + 0.06360170245170593, + 0.06318128854036331 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.0019489595433697104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249182409606874 + ], + "opposite_logprob_tokens": [ + -6.0024919509887695 + ], + "logprob_reward": -0.00249182409606874, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249182409606874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07299675792455673, + 0.08783398568630219, + 0.07041101157665253, + 0.19631823897361755, + 0.13696132600307465, + 0.2046797126531601, + 0.06943091005086899, + 0.08307179063558578, + 0.04995492845773697, + 0.028341345489025116 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.00249182409606874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000292092561722 + ], + "opposite_logprob_tokens": [ + -2.695003032684326 + ], + "logprob_reward": -0.07000292092561722, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000292092561722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06060422584414482, + 0.05885191261768341, + 0.055050212889909744, + 0.06696285307407379, + 0.1329057812690735, + 0.23184669017791748, + 0.09244135767221451, + 0.09065461903810501, + 0.08160510659217834, + 0.12907716631889343 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.07000292092561722 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate movement begins with a low-angle, medium shot through an ominous, smoke-filled room. A single, brilliant shaft of hard, dramatic light pierces the oppressive darkness from an unseen source high above. The beam falls directly upon a rough, cylindrical stone pedestal, illuminating the centerpiece: an ornate jade dagger. The dagger's hilt is carved from a single block of deep, transparent jadeite jade, forming a coiled serpent whose polished scales catch the light, while its blade, crafted from a darker, almost black jade, is polished to a sharp edge that seems to absorb the surrounding darkness. The entire artifact emits a faint internal glow, making it appear to glow from within. Thick gray smoke, stained with ancient dust, curls and billows in the air, lazily parting as it approaches the glowing artifact, then swirling around the base of the ancient, moss-covered pedestal. This constant, slow-moving smoke causes shadows cast by the single light source to wriggle and dance across the massive, swirling stones lining the room’s walls, creating a somber, dramatic tension and a palpable atmosphere of ancient mystery.", + "seed": 1442, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_15/index_3873_seed_1442_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02994539812207222, + "vlm_logprob": -0.02994539812207222, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02994539812207222, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0722125768661499 + ], + "opposite_logprob_tokens": [ + -3.1972126960754395 + ], + "logprob_reward": -0.0722125768661499, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0722125768661499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16454890370368958, + 0.41682273149490356, + 0.03759638965129852, + 0.0335640124976635, + 0.0408165417611599, + 0.0925549566745758, + 0.05902711674571037, + 0.03130308538675308, + 0.06353320181369781, + 0.060232989490032196 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0722125768661499 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033735211938619614 + ], + "opposite_logprob_tokens": [ + -3.4087352752685547 + ], + "logprob_reward": -0.033735211938619614, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033735211938619614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1749122440814972, + 0.5290690064430237, + 0.028873387724161148, + 0.012214506976306438, + 0.03783901780843735, + 0.04104885086417198, + 0.052959274500608444, + 0.013286842033267021, + 0.08693212270736694, + 0.022864723578095436 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.033735211938619614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024974129628390074 + ], + "opposite_logprob_tokens": [ + -6.00249719619751 + ], + "logprob_reward": -0.0024974129628390074, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024974129628390074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2700957655906677, + 0.26807186007499695, + 0.044653523713350296, + 0.027275320142507553, + 0.05247734114527702, + 0.054904017597436905, + 0.09498147666454315, + 0.03242143616080284, + 0.107695572078228, + 0.04742370918393135 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0024974129628390074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031945884693413973 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031945884693413973, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031945884693413973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10119954496622086, + 0.18449321389198303, + 0.09301973134279251, + 0.03277554735541344, + 0.06943235546350479, + 0.12947939336299896, + 0.06635653972625732, + 0.04538438841700554, + 0.1707925796508789, + 0.10706671327352524 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.0031945884693413973 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808720037341118 + ], + "opposite_logprob_tokens": [ + -3.2880871295928955 + ], + "logprob_reward": -0.03808720037341118, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808720037341118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11112682521343231, + 0.23355577886104584, + 0.042705193161964417, + 0.05305710807442665, + 0.029882872477173805, + 0.09462897479534149, + 0.09317240864038467, + 0.03810254856944084, + 0.19150680303573608, + 0.11226153373718262 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.03808720037341118 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate movement begins with a low-angle, medium shot through an ominous, smoke-filled room. A single, brilliant shaft of hard, dramatic light pierces the oppressive darkness from an unseen source high above. The beam falls directly upon a rough, cylindrical stone pedestal, illuminating the centerpiece: an ornate jade dagger. The dagger's hilt is carved from a single block of deep, transparent jadeite jade, forming a coiled serpent whose polished scales catch the light, while its blade, crafted from a darker, almost black jade, is polished to a sharp edge that seems to absorb the surrounding darkness. The entire artifact emits a faint internal glow, making it appear to glow from within. Thick gray smoke, stained with ancient dust, curls and billows in the air, lazily parting as it approaches the glowing artifact, then swirling around the base of the ancient, moss-covered pedestal. This constant, slow-moving smoke causes shadows cast by the single light source to wriggle and dance across the massive, swirling stones lining the room’s walls, creating a somber, dramatic tension and a palpable atmosphere of ancient mystery.", + "seed": 1443, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_15/index_3873_seed_1443_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.033001212705858055, + "vlm_logprob": -0.033001212705858055, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.033001212705858055, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06876695156097412 + ], + "opposite_logprob_tokens": [ + -3.1937670707702637 + ], + "logprob_reward": -0.06876695156097412, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.06876695156097412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3336014151573181, + 0.07481888681650162, + 0.06452137976884842, + 0.056610751897096634, + 0.06685109436511993, + 0.04652116447687149, + 0.11495190858840942, + 0.12545129656791687, + 0.06307804584503174, + 0.053594090044498444 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.06876695156097412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062073830515146255 + ], + "opposite_logprob_tokens": [ + -2.8120739459991455 + ], + "logprob_reward": -0.062073830515146255, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062073830515146255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23155748844146729, + 0.09224709123373032, + 0.062430646270513535, + 0.04408777132630348, + 0.11070363223552704, + 0.18531619012355804, + 0.11361382156610489, + 0.08371607959270477, + 0.022764531895518303, + 0.053562719374895096 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.062073830515146255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010493254521861672 + ], + "opposite_logprob_tokens": [ + -6.876049518585205 + ], + "logprob_reward": -0.0010493254521861672, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010493254521861672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3194534182548523, + 0.09523215889930725, + 0.04982053488492966, + 0.01850188709795475, + 0.042094647884368896, + 0.04592818766832352, + 0.04985497519373894, + 0.3271438479423523, + 0.022465458139777184, + 0.029504787176847458 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0010493254521861672 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541239149868488 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541239149868488, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541239149868488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11024779081344604, + 0.049556419253349304, + 0.048954159021377563, + 0.04015009105205536, + 0.07731855660676956, + 0.21215078234672546, + 0.05729489028453827, + 0.2437334805727005, + 0.054389145225286484, + 0.10620471090078354 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.012541239149868488 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574716851115227 + ], + "opposite_logprob_tokens": [ + -3.8955748081207275 + ], + "logprob_reward": -0.020574716851115227, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574716851115227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07140245288610458, + 0.0590466670691967, + 0.03485556319355965, + 0.04199117794632912, + 0.058376215398311615, + 0.09375795722007751, + 0.09250141680240631, + 0.4195273518562317, + 0.05482726916670799, + 0.07371394336223602 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.020574716851115227 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, deliberate movement begins with a low-angle, medium shot through an ominous, smoke-filled room. A single, brilliant shaft of hard, dramatic light pierces the oppressive darkness from an unseen source high above. The beam falls directly upon a rough, cylindrical stone pedestal, illuminating the centerpiece: an ornate jade dagger. The dagger's hilt is carved from a single block of deep, transparent jadeite jade, forming a coiled serpent whose polished scales catch the light, while its blade, crafted from a darker, almost black jade, is polished to a sharp edge that seems to absorb the surrounding darkness. The entire artifact emits a faint internal glow, making it appear to glow from within. Thick gray smoke, stained with ancient dust, curls and billows in the air, lazily parting as it approaches the glowing artifact, then swirling around the base of the ancient, moss-covered pedestal. This constant, slow-moving smoke causes shadows cast by the single light source to wriggle and dance across the massive, swirling stones lining the room’s walls, creating a somber, dramatic tension and a palpable atmosphere of ancient mystery.", + "seed": 1444, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_15/index_3873_seed_1444_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03377713551744819, + "vlm_logprob": -0.03377713551744819, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.03377713551744819, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04664022475481033 + ], + "opposite_logprob_tokens": [ + -3.921640157699585 + ], + "logprob_reward": -0.04664022475481033, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.04664022475481033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1857765167951584, + 0.07927536219358444, + 0.0926259383559227, + 0.09087017178535461, + 0.04136478155851364, + 0.03763024881482124, + 0.0679568350315094, + 0.17322991788387299, + 0.04750023037195206, + 0.18376998603343964 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.04664022475481033 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869338497519493 + ], + "opposite_logprob_tokens": [ + -3.0486934185028076 + ], + "logprob_reward": -0.04869338497519493, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869338497519493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2809510827064514, + 0.07505574822425842, + 0.04370556399226189, + 0.05227559432387352, + 0.011846487410366535, + 0.022772209718823433, + 0.04037123918533325, + 0.09994084388017654, + 0.18066520988941193, + 0.1924159824848175 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.04869338497519493 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010517071932554245 + ], + "opposite_logprob_tokens": [ + -6.876051902770996 + ], + "logprob_reward": -0.0010517071932554245, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010517071932554245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33400240540504456, + 0.10712157189846039, + 0.03563442453742027, + 0.06579399108886719, + 0.02987406961619854, + 0.020654723048210144, + 0.041561584919691086, + 0.07011920213699341, + 0.07167604565620422, + 0.22356198728084564 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0010517071932554245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024926564656198025 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024926564656198025, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024926564656198025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15585575997829437, + 0.0691777765750885, + 0.06243445351719856, + 0.10038138180971146, + 0.1411646008491516, + 0.05370717868208885, + 0.09202047437429428, + 0.06200263276696205, + 0.06402862071990967, + 0.19922707974910736 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0024926564656198025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a room filled with thick gray smoke and ancient dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single shaft of hard light piercing the darkness from a high, unseen source?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an ornate jade dagger with a coiled serpent hilt and a dark blade visible on a stone pedestal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the jade dagger emit a faint internal glow making it appear to shine from within?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000770419836044 + ], + "opposite_logprob_tokens": [ + -2.695007801055908 + ], + "logprob_reward": -0.07000770419836044, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000770419836044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1692998707294464, + 0.05911494791507721, + 0.04009120166301727, + 0.17307031154632568, + 0.03921017423272133, + 0.027787715196609497, + 0.029016217216849327, + 0.04505062848329544, + 0.055828195065259933, + 0.36153078079223633 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.07000770419836044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_2/index_tensor([845, 845])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_2/index_tensor([845, 845])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..07ff43a08fbf48cb3fb14a8028f9379a79fe6d43 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_2/index_tensor([845, 845])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot centers on a flowing, full-length red dress, suspended in the vast emptiness of a dark, minimalist void. Crafted from a vibrant scarlet silk with a subtle yet luxurious sheen, the dress initially hangs suspended from an invisible form, its delicate straps and voluminous skirt creating a series of soft, elegant folds. A single spotlight shining from above sculpts dramatic highlights and deep, velvety shadows into the fabric, imbuing it with a tangible, three-dimensional presence. Then, an unseen force methodically begins to compress the dress—not in a smooth squeeze, but in a series of crisp, defined stages. The process begins with the dress's deepest pleats suddenly collapsing inward, the fabric abruptly forming sharp, unnatural creases. Subsequently, the bodice and torso are mercilessly flattened, graceful curves vanishing as the front and back of the dress are pressed together with painstaking precision. With each successive stage, the dress loses more volume and its rich interplay of light and shadow, until it is ultimately reduced to a perfectly flat, two-dimensional silhouette, a graphic representation of its former self against a stark background, creating a surreal and visually striking atmosphere of abstract transformation.", + "seed": 13561, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_2/index_845_seed_13561_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.00764166796579957, + "vlm_logprob": -0.00764166796579957, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.00764166796579957, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004237126559019089 + ], + "opposite_logprob_tokens": [ + -5.754237174987793 + ], + "logprob_reward": -0.004237126559019089, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004237126559019089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34571394324302673, + 0.04616980254650116, + 0.041001565754413605, + 0.1193380355834961, + 0.06544233858585358, + 0.04230672866106033, + 0.03973424434661865, + 0.023153213784098625, + 0.047741878777742386, + 0.22939832508563995 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.004237126559019089 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004111765883862972 + ], + "opposite_logprob_tokens": [ + -5.5041117668151855 + ], + "logprob_reward": -0.004111765883862972, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004111765883862972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1948283463716507, + 0.07444014400243759, + 0.08242837339639664, + 0.1360892355442047, + 0.038558878004550934, + 0.02446407824754715, + 0.037783123552799225, + 0.12357040494680405, + 0.06893619149923325, + 0.21890126168727875 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.004111765883862972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092295654118061 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.004092295654118061, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092295654118061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14027555286884308, + 0.05882023274898529, + 0.0937739908695221, + 0.2174277901649475, + 0.04063311219215393, + 0.06268484890460968, + 0.07365081459283829, + 0.12447288632392883, + 0.059557151049375534, + 0.12870362401008606 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.004092295654118061 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489326987415552 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489326987415552, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489326987415552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23188993334770203, + 0.07858224213123322, + 0.026437850669026375, + 0.17357854545116425, + 0.04630269110202789, + 0.08790192008018494, + 0.025161394849419594, + 0.0582260899245739, + 0.07444994896650314, + 0.19746938347816467 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.002489326987415552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023277824744582176 + ], + "opposite_logprob_tokens": [ + -3.773277759552002 + ], + "logprob_reward": -0.023277824744582176, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023277824744582176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33894801139831543, + 0.0626412108540535, + 0.023575428873300552, + 0.05716883763670921, + 0.023455698043107986, + 0.024341227486729622, + 0.0566270537674427, + 0.018894599750638008, + 0.08617690205574036, + 0.30817100405693054 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.023277824744582176 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot centers on a flowing, full-length red dress, suspended in the vast emptiness of a dark, minimalist void. Crafted from a vibrant scarlet silk with a subtle yet luxurious sheen, the dress initially hangs suspended from an invisible form, its delicate straps and voluminous skirt creating a series of soft, elegant folds. A single spotlight shining from above sculpts dramatic highlights and deep, velvety shadows into the fabric, imbuing it with a tangible, three-dimensional presence. Then, an unseen force methodically begins to compress the dress—not in a smooth squeeze, but in a series of crisp, defined stages. The process begins with the dress's deepest pleats suddenly collapsing inward, the fabric abruptly forming sharp, unnatural creases. Subsequently, the bodice and torso are mercilessly flattened, graceful curves vanishing as the front and back of the dress are pressed together with painstaking precision. With each successive stage, the dress loses more volume and its rich interplay of light and shadow, until it is ultimately reduced to a perfectly flat, two-dimensional silhouette, a graphic representation of its former self against a stark background, creating a surreal and visually striking atmosphere of abstract transformation.", + "seed": 13562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_2/index_845_seed_13562_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015077894320711493, + "vlm_logprob": -0.015077894320711493, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.015077894320711493, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009979002177715302 + ], + "opposite_logprob_tokens": [ + -4.759978771209717 + ], + "logprob_reward": -0.009979002177715302, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009979002177715302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06117977946996689, + 0.06433446705341339, + 0.0433354452252388, + 0.03658001497387886, + 0.03566455841064453, + 0.04865071922540665, + 0.05948672071099281, + 0.21071819961071014, + 0.1773693859577179, + 0.26268067955970764 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.009979002177715302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638973481953144 + ], + "opposite_logprob_tokens": [ + -3.6513898372650146 + ], + "logprob_reward": -0.02638973481953144, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638973481953144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1896788477897644, + 0.10812490433454514, + 0.09176913648843765, + 0.04226836934685707, + 0.12035656720399857, + 0.05380703881382942, + 0.04541139304637909, + 0.08733613789081573, + 0.0501604825258255, + 0.21108713746070862 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.02638973481953144 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003617292968556285 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.003617292968556285, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003617292968556285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07663323730230331, + 0.05047416314482689, + 0.11121995002031326, + 0.053888142108917236, + 0.12273688614368439, + 0.0814247652888298, + 0.05739664286375046, + 0.1191270649433136, + 0.04603864997625351, + 0.28106048703193665 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.003617292968556285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017150230705738068 + ], + "opposite_logprob_tokens": [ + -6.376715183258057 + ], + "logprob_reward": -0.0017150230705738068, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017150230705738068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056996144354343414, + 0.026879100129008293, + 0.027571523562073708, + 0.04760930687189102, + 0.06317019462585449, + 0.05093735083937645, + 0.036245107650756836, + 0.06624770164489746, + 0.08987632393836975, + 0.5344672203063965 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.0017150230705738068 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033688418567180634 + ], + "opposite_logprob_tokens": [ + -3.4086883068084717 + ], + "logprob_reward": -0.033688418567180634, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033688418567180634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025999585166573524, + 0.016284149140119553, + 0.03567002713680267, + 0.03034549579024315, + 0.04481348395347595, + 0.017048761248588562, + 0.03602888807654381, + 0.08176225423812866, + 0.22714747488498688, + 0.4848998785018921 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.033688418567180634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot centers on a flowing, full-length red dress, suspended in the vast emptiness of a dark, minimalist void. Crafted from a vibrant scarlet silk with a subtle yet luxurious sheen, the dress initially hangs suspended from an invisible form, its delicate straps and voluminous skirt creating a series of soft, elegant folds. A single spotlight shining from above sculpts dramatic highlights and deep, velvety shadows into the fabric, imbuing it with a tangible, three-dimensional presence. Then, an unseen force methodically begins to compress the dress—not in a smooth squeeze, but in a series of crisp, defined stages. The process begins with the dress's deepest pleats suddenly collapsing inward, the fabric abruptly forming sharp, unnatural creases. Subsequently, the bodice and torso are mercilessly flattened, graceful curves vanishing as the front and back of the dress are pressed together with painstaking precision. With each successive stage, the dress loses more volume and its rich interplay of light and shadow, until it is ultimately reduced to a perfectly flat, two-dimensional silhouette, a graphic representation of its former self against a stark background, creating a surreal and visually striking atmosphere of abstract transformation.", + "seed": 13563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_2/index_845_seed_13563_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.007807279867120087, + "vlm_logprob": -0.007807279867120087, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.007807279867120087, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0060426644049584866 + ], + "opposite_logprob_tokens": [ + -5.50604248046875 + ], + "logprob_reward": -0.0060426644049584866, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0060426644049584866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21369513869285583, + 0.05741104483604431, + 0.0177483968436718, + 0.007795495912432671, + 0.08290452510118484, + 0.025990160182118416, + 0.3359038233757019, + 0.06607170403003693, + 0.048911504447460175, + 0.1435682326555252 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.0060426644049584866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076561588793993 + ], + "opposite_logprob_tokens": [ + -4.882656097412109 + ], + "logprob_reward": -0.0076561588793993, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076561588793993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21099476516246796, + 0.07699348777532578, + 0.05182555690407753, + 0.01928224228322506, + 0.016800152137875557, + 0.015257874503731728, + 0.13092942535877228, + 0.03360528498888016, + 0.019145913422107697, + 0.4251652956008911 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0076561588793993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028198501095175743 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028198501095175743, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028198501095175743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3980485200881958, + 0.01942923292517662, + 0.03683454915881157, + 0.01742139644920826, + 0.012937127612531185, + 0.035069648176431656, + 0.11059687286615372, + 0.12330999970436096, + 0.0602642260491848, + 0.1860884577035904 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0028198501095175743 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001942891743965447 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.001942891743965447, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001942891743965447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18840353190898895, + 0.02667117677628994, + 0.031051073223352432, + 0.018626272678375244, + 0.0244340430945158, + 0.03762461990118027, + 0.15084883570671082, + 0.17521201074123383, + 0.2120719999074936, + 0.13505639135837555 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.001942891743965447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057483419775963 + ], + "opposite_logprob_tokens": [ + -3.8955748081207275 + ], + "logprob_reward": -0.02057483419775963, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057483419775963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01877404935657978, + 0.01942748762667179, + 0.005794198252260685, + 0.005847523454576731, + 0.040958695113658905, + 0.00871690921485424, + 0.030574996024370193, + 0.17635826766490936, + 0.24818077683448792, + 0.44536706805229187 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.02057483419775963 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot centers on a flowing, full-length red dress, suspended in the vast emptiness of a dark, minimalist void. Crafted from a vibrant scarlet silk with a subtle yet luxurious sheen, the dress initially hangs suspended from an invisible form, its delicate straps and voluminous skirt creating a series of soft, elegant folds. A single spotlight shining from above sculpts dramatic highlights and deep, velvety shadows into the fabric, imbuing it with a tangible, three-dimensional presence. Then, an unseen force methodically begins to compress the dress—not in a smooth squeeze, but in a series of crisp, defined stages. The process begins with the dress's deepest pleats suddenly collapsing inward, the fabric abruptly forming sharp, unnatural creases. Subsequently, the bodice and torso are mercilessly flattened, graceful curves vanishing as the front and back of the dress are pressed together with painstaking precision. With each successive stage, the dress loses more volume and its rich interplay of light and shadow, until it is ultimately reduced to a perfectly flat, two-dimensional silhouette, a graphic representation of its former self against a stark background, creating a surreal and visually striking atmosphere of abstract transformation.", + "seed": 13564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_2/index_845_seed_13564_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024494261387735604, + "vlm_logprob": -0.024494261387735604, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.024494261387735604, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022766755893826485 + ], + "opposite_logprob_tokens": [ + -3.8977668285369873 + ], + "logprob_reward": -0.022766755893826485, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022766755893826485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12501446902751923, + 0.3520206809043884, + 0.052806343883275986, + 0.18193314969539642, + 0.02324260212481022, + 0.027891114354133606, + 0.0637119859457016, + 0.08341483771800995, + 0.042037636041641235, + 0.047927126288414 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.022766755893826485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023335590958595276 + ], + "opposite_logprob_tokens": [ + -3.7733356952667236 + ], + "logprob_reward": -0.023335590958595276, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023335590958595276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15326935052871704, + 0.03768331930041313, + 0.18554139137268066, + 0.3572510778903961, + 0.033335503190755844, + 0.02625424787402153, + 0.04405268654227257, + 0.08225221186876297, + 0.056941788643598557, + 0.02341841720044613 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.023335590958595276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636608529835939 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636608529835939, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636608529835939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22581811249256134, + 0.09544799476861954, + 0.1270315945148468, + 0.05798898637294769, + 0.03351755067706108, + 0.030474809929728508, + 0.10578444600105286, + 0.16381435096263885, + 0.12866733968257904, + 0.03145478665828705 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.004636608529835939 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017160940915346146 + ], + "opposite_logprob_tokens": [ + -6.376716136932373 + ], + "logprob_reward": -0.0017160940915346146, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017160940915346146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11042889952659607, + 0.08452213555574417, + 0.03026362508535385, + 0.023958832025527954, + 0.07502765208482742, + 0.0967206060886383, + 0.179136723279953, + 0.10948489606380463, + 0.16873934864997864, + 0.12171727418899536 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.0017160940915346146 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a dark, minimalist void with a single spotlight shining from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a full-length red dress made of vibrant scarlet silk with a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the dress initially hanging suspended with soft, elegant folds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the dress undergo a transformation where it is compressed into sharp, unnatural creases and then flattened?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with the dress reduced to a perfectly flat, two-dimensional silhouette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001625746488571 + ], + "opposite_logprob_tokens": [ + -2.6950161457061768 + ], + "logprob_reward": -0.07001625746488571, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001625746488571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13847993314266205, + 0.029610635712742805, + 0.020131008699536324, + 0.03172809258103371, + 0.06813214719295502, + 0.0706840455532074, + 0.09005915373563766, + 0.10080461949110031, + 0.2607506215572357, + 0.1896197497844696 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.07001625746488571 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_3/index_tensor([1323, 1323])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_3/index_tensor([1323, 1323])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dcf4bd7655ac940b06aa367bc07893fac295d8ef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_3/index_tensor([1323, 1323])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, wide-angle shot captures the iconic Statue of Liberty, her unbroken majestic form silhouetted against the bright, clear blue sky of the waters of New York Harbor. Her rust-bronze skin, with its distinctive blue-green hue and pronounced seams, gleams in the bright midday sun. Suddenly, the entire monument breaks its stone stillness and begins to shake violently, as if instantly transformed into a vast mass of gel. A surreal wave ripples upward from her roots, causing the folds of her bronze robe to sway and her entire body to sway back and forth in a wide, precarious arc. The arm holding the torch swings precariously aloft, the flame structure at its summit swaying with a life of its own, while the seven spikes of her crown absurdly bend and flex with fluid, rhythmic movement. Sunlight flickers and shifts across her corrugated surface, creating a disorienting, mesmerizing play of light and shadow that defies logic, evoking an atmosphere both profoundly surreal and strangely comical.", + "seed": 2420, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_3/index_1323_seed_2420_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.35372635833919047, + "vlm_logprob": -0.35372635833919047, + "vlm_yes_no_margin": 1.924999976158142, + "vlm_token_credit": -0.35372635833919047, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3492702841758728 + ], + "opposite_logprob_tokens": [ + -1.2242703437805176 + ], + "logprob_reward": -0.3492702841758728, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3492702841758728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41950562596321106, + 0.06562084704637527, + 0.06448967754840851, + 0.059047993272542953, + 0.08047333359718323, + 0.030903466045856476, + 0.02010340988636017, + 0.04537559673190117, + 0.059639062732458115, + 0.1548410803079605 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.3492702841758728 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14289769530296326 + ], + "opposite_logprob_tokens": [ + -2.017897605895996 + ], + "logprob_reward": -0.14289769530296326, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14289769530296326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24249956011772156, + 0.07424767315387726, + 0.17377960681915283, + 0.08129612356424332, + 0.12595906853675842, + 0.025053774937987328, + 0.042191341519355774, + 0.06963584572076797, + 0.08718401193618774, + 0.07815303653478622 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.14289769530296326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235608100891113 + ], + "opposite_logprob_tokens": [ + -0.34856075048446655 + ], + "logprob_reward": -1.2235608100891113, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2235608100891113, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19367660582065582, + 0.057227544486522675, + 0.03331892937421799, + 0.07206663489341736, + 0.03692758083343506, + 0.03405819088220596, + 0.047594789415597916, + 0.055139198899269104, + 0.1776534467935562, + 0.2923370599746704 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -1.2235608100891113 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310530424118042 + ], + "opposite_logprob_tokens": [ + -3.168105363845825 + ], + "logprob_reward": -0.04310530424118042, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310530424118042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2016202211380005, + 0.053631607443094254, + 0.11381690204143524, + 0.09266916662454605, + 0.033354852348566055, + 0.03814569488167763, + 0.052672382444143295, + 0.06730954349040985, + 0.1403941959142685, + 0.20638535916805267 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.04310530424118042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797697886824608 + ], + "opposite_logprob_tokens": [ + -4.6347975730896 + ], + "logprob_reward": -0.009797697886824608, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797697886824608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26101529598236084, + 0.05867514759302139, + 0.07588917762041092, + 0.049078311771154404, + 0.02977660484611988, + 0.026850277557969093, + 0.07005172222852707, + 0.052647072821855545, + 0.10351519286632538, + 0.2725012004375458 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.009797697886824608 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures the iconic Statue of Liberty, her unbroken majestic form silhouetted against the bright, clear blue sky of the waters of New York Harbor. Her rust-bronze skin, with its distinctive blue-green hue and pronounced seams, gleams in the bright midday sun. Suddenly, the entire monument breaks its stone stillness and begins to shake violently, as if instantly transformed into a vast mass of gel. A surreal wave ripples upward from her roots, causing the folds of her bronze robe to sway and her entire body to sway back and forth in a wide, precarious arc. The arm holding the torch swings precariously aloft, the flame structure at its summit swaying with a life of its own, while the seven spikes of her crown absurdly bend and flex with fluid, rhythmic movement. Sunlight flickers and shifts across her corrugated surface, creating a disorienting, mesmerizing play of light and shadow that defies logic, evoking an atmosphere both profoundly surreal and strangely comical.", + "seed": 2421, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_3/index_1323_seed_2421_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.055056954827159645, + "vlm_logprob": -0.055056954827159645, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.055056954827159645, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1281869262456894 + ], + "opposite_logprob_tokens": [ + -2.1281869411468506 + ], + "logprob_reward": -0.1281869262456894, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1281869262456894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0919559970498085, + 0.06615712493658066, + 0.051499687135219574, + 0.053367312997579575, + 0.07442145049571991, + 0.26193127036094666, + 0.06478048115968704, + 0.06462117284536362, + 0.1351320743560791, + 0.1361333727836609 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.1281869262456894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062102172523736954 + ], + "opposite_logprob_tokens": [ + -2.8121020793914795 + ], + "logprob_reward": -0.062102172523736954, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062102172523736954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07493114471435547, + 0.050507210195064545, + 0.04699334129691124, + 0.027231160551309586, + 0.01684046909213066, + 0.0523575060069561, + 0.016320111230015755, + 0.04840762913227081, + 0.21166811883449554, + 0.45474329590797424 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.062102172523736954 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286908864974976 + ], + "opposite_logprob_tokens": [ + -3.773286819458008 + ], + "logprob_reward": -0.023286908864974976, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286908864974976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09088177233934402, + 0.06181402504444122, + 0.023174645379185677, + 0.01948903501033783, + 0.01581248641014099, + 0.046237073838710785, + 0.042125403881073, + 0.05159814655780792, + 0.23703782260417938, + 0.41182956099510193 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.023286908864974976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496535450220108 + ], + "opposite_logprob_tokens": [ + -2.9299652576446533 + ], + "logprob_reward": -0.05496535450220108, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496535450220108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07679443806409836, + 0.10192419588565826, + 0.026568492874503136, + 0.03278520330786705, + 0.03544367104768753, + 0.11289992928504944, + 0.07352285832166672, + 0.1018865779042244, + 0.13424207270145416, + 0.3039325773715973 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.05496535450220108 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743411999195814 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743411999195814, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743411999195814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07402998954057693, + 0.025844110175967216, + 0.036993809044361115, + 0.01875181868672371, + 0.03432811424136162, + 0.08112255483865738, + 0.09139369428157806, + 0.10241911560297012, + 0.3020399808883667, + 0.23307687044143677 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.006743411999195814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures the iconic Statue of Liberty, her unbroken majestic form silhouetted against the bright, clear blue sky of the waters of New York Harbor. Her rust-bronze skin, with its distinctive blue-green hue and pronounced seams, gleams in the bright midday sun. Suddenly, the entire monument breaks its stone stillness and begins to shake violently, as if instantly transformed into a vast mass of gel. A surreal wave ripples upward from her roots, causing the folds of her bronze robe to sway and her entire body to sway back and forth in a wide, precarious arc. The arm holding the torch swings precariously aloft, the flame structure at its summit swaying with a life of its own, while the seven spikes of her crown absurdly bend and flex with fluid, rhythmic movement. Sunlight flickers and shifts across her corrugated surface, creating a disorienting, mesmerizing play of light and shadow that defies logic, evoking an atmosphere both profoundly surreal and strangely comical.", + "seed": 2422, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_3/index_1323_seed_2422_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3268346513621509, + "vlm_logprob": -0.3268346513621509, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.3268346513621509, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5768246054649353 + ], + "opposite_logprob_tokens": [ + -0.8268246054649353 + ], + "logprob_reward": -0.5768246054649353, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5768246054649353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14718689024448395, + 0.14902280271053314, + 0.027410054579377174, + 0.02435055933892727, + 0.020796531811356544, + 0.04622452333569527, + 0.38384801149368286, + 0.12691091001033783, + 0.03029479645192623, + 0.04395495727658272 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.5768246054649353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869452118873596 + ], + "opposite_logprob_tokens": [ + -3.048694610595703 + ], + "logprob_reward": -0.04869452118873596, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869452118873596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16767463088035583, + 0.18809327483177185, + 0.07048817723989487, + 0.03253588452935219, + 0.053203776478767395, + 0.07192742824554443, + 0.10079796612262726, + 0.12553836405277252, + 0.13126832246780396, + 0.05847213417291641 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.04869452118873596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9741915464401245 + ], + "opposite_logprob_tokens": [ + -0.4741915464401245 + ], + "logprob_reward": -0.9741915464401245, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9741915464401245, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06108907610177994, + 0.13234636187553406, + 0.02024962194263935, + 0.009326656349003315, + 0.01404472067952156, + 0.03688417002558708, + 0.37537431716918945, + 0.05386049672961235, + 0.05079108104109764, + 0.24603353440761566 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.9741915464401245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029821347445249557 + ], + "opposite_logprob_tokens": [ + -3.5298213958740234 + ], + "logprob_reward": -0.029821347445249557, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029821347445249557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08972737193107605, + 0.19001498818397522, + 0.0553923174738884, + 0.0492028072476387, + 0.04687350243330002, + 0.07063478976488113, + 0.11849519610404968, + 0.09168343991041183, + 0.11621776223182678, + 0.17175786197185516 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.029821347445249557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641236271709204 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004641236271709204, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641236271709204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07022693753242493, + 0.1898600459098816, + 0.016766764223575592, + 0.009327316656708717, + 0.019320938736200333, + 0.07597371190786362, + 0.270891934633255, + 0.09099949151277542, + 0.05217573419213295, + 0.20445716381072998 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.004641236271709204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures the iconic Statue of Liberty, her unbroken majestic form silhouetted against the bright, clear blue sky of the waters of New York Harbor. Her rust-bronze skin, with its distinctive blue-green hue and pronounced seams, gleams in the bright midday sun. Suddenly, the entire monument breaks its stone stillness and begins to shake violently, as if instantly transformed into a vast mass of gel. A surreal wave ripples upward from her roots, causing the folds of her bronze robe to sway and her entire body to sway back and forth in a wide, precarious arc. The arm holding the torch swings precariously aloft, the flame structure at its summit swaying with a life of its own, while the seven spikes of her crown absurdly bend and flex with fluid, rhythmic movement. Sunlight flickers and shifts across her corrugated surface, creating a disorienting, mesmerizing play of light and shadow that defies logic, evoking an atmosphere both profoundly surreal and strangely comical.", + "seed": 2423, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_3/index_1323_seed_2423_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2453661695122719, + "vlm_logprob": -0.2453661695122719, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.2453661695122719, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.226863294839859 + ], + "opposite_logprob_tokens": [ + -1.6018632650375366 + ], + "logprob_reward": -0.226863294839859, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.226863294839859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07989241182804108, + 0.05767592042684555, + 0.017977336421608925, + 0.011472364887595177, + 0.030190499499440193, + 0.5822089314460754, + 0.08346768468618393, + 0.04584582522511482, + 0.06850402057170868, + 0.02276497893035412 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.226863294839859 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12712174654006958 + ], + "opposite_logprob_tokens": [ + -2.127121686935425 + ], + "logprob_reward": -0.12712174654006958, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12712174654006958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15460486710071564, + 0.07385046035051346, + 0.09990978986024857, + 0.23024293780326843, + 0.11176961660385132, + 0.09872344136238098, + 0.07574813067913055, + 0.05527425929903984, + 0.04994652047753334, + 0.049929942935705185 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.12712174654006958 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8260817527770996 + ], + "opposite_logprob_tokens": [ + -0.5760817527770996 + ], + "logprob_reward": -0.8260817527770996, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8260817527770996, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15514466166496277, + 0.04756621643900871, + 0.035310033708810806, + 0.1283399909734726, + 0.10925770550966263, + 0.3685741722583771, + 0.04165811091661453, + 0.03316493332386017, + 0.03444037586450577, + 0.04654379561543465 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.8260817527770996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038117267191410065 + ], + "opposite_logprob_tokens": [ + -3.2881171703338623 + ], + "logprob_reward": -0.038117267191410065, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038117267191410065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07643036544322968, + 0.03691732883453369, + 0.04742017015814781, + 0.16228586435317993, + 0.17795422673225403, + 0.4070073068141937, + 0.019348734989762306, + 0.03359852358698845, + 0.019443295896053314, + 0.01959415338933468 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.038117267191410065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the Statue of Liberty located in New York Harbor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the statue's material appear as a rust-bronze skin with a blue-green hue and pronounced seams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the statue transform from a solid form into a vast mass of gel that shakes violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue sway in a wide, precarious arc while a surreal wave ripples upward from its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the crown spikes bend and flex with fluid, rhythmic movement while the torch arm swings precariously?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646786212921143 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008646786212921143, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646786212921143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17237962782382965, + 0.029377080500125885, + 0.07224994897842407, + 0.08135823905467987, + 0.07665998488664627, + 0.47594332695007324, + 0.02069883793592453, + 0.03609074652194977, + 0.016466839239001274, + 0.01877542957663536 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.008646786212921143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_4/index_tensor([7501, 7501])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_4/index_tensor([7501, 7501])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..687b9ff0839eaed49c7931fc97c42275612ff2f0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_4/index_tensor([7501, 7501])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "panoramic, extreme-wide shot slowly slides from left to right, capturing the breathtaking scale of a massive concrete dam, its weathered, monolithic face stretching across a vast, verdant valley beneath a brilliant blue sky. From massive spillway gates, a torrent of water is unstoppably released, thundering down the dam's vast, stepped face in a powerful, churning cascade that tumbles and slides with ferocious energy. The entire scene is rendered in signature Makoto Shinkai style, with bright, low-angle sunlight cascading across the roaring water, creating dramatic anamorphic lens flares that streak the entire view in vibrant blue and orange light. The powerful torrent atomizes into an ultra-detailed spray of water, with billions of individual crystallized droplets catching the sunlight and sparkling like diamonds, forming a vibrant, ethereal mist that fills the lower valley and partially covers the dam's base in a soft, glowing aura, evoking a profound sense of majestic power and tranquil, otherworldly beauty.", + "seed": 20381, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_4/index_7501_seed_20381_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05374770974740386, + "vlm_logprob": -0.05374770974740386, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.05374770974740386, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0716814324259758 + ], + "opposite_logprob_tokens": [ + -2.696681499481201 + ], + "logprob_reward": -0.0716814324259758, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0716814324259758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13140633702278137, + 0.3145776093006134, + 0.07905559241771698, + 0.0588328093290329, + 0.024028180167078972, + 0.0249287448823452, + 0.024663276970386505, + 0.19750815629959106, + 0.09824208915233612, + 0.04675723612308502 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0716814324259758 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017309696413576603 + ], + "opposite_logprob_tokens": [ + -6.376730918884277 + ], + "logprob_reward": -0.0017309696413576603, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017309696413576603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1817074567079544, + 0.18183863162994385, + 0.03952814266085625, + 0.06602727621793747, + 0.031433865427970886, + 0.07874537259340286, + 0.06670593470335007, + 0.2204294353723526, + 0.06986388564109802, + 0.06372001767158508 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0017309696413576603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647258393466473 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647258393466473, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647258393466473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17049644887447357, + 0.1875745803117752, + 0.17563669383525848, + 0.08637537807226181, + 0.04796454310417175, + 0.05816897377371788, + 0.06609370559453964, + 0.050071537494659424, + 0.06835135817527771, + 0.08926676958799362 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.008647258393466473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351304724812508 + ], + "opposite_logprob_tokens": [ + -3.6513512134552 + ], + "logprob_reward": -0.026351304724812508, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351304724812508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06698578596115112, + 0.11410363018512726, + 0.0743056908249855, + 0.08324775099754333, + 0.037510402500629425, + 0.055802688002586365, + 0.20243293046951294, + 0.1944579929113388, + 0.06812559068202972, + 0.1030275821685791 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.026351304724812508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032758355140686 + ], + "opposite_logprob_tokens": [ + -1.9103275537490845 + ], + "logprob_reward": -0.16032758355140686, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032758355140686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09194790571928024, + 0.16256467998027802, + 0.15554100275039673, + 0.09676291048526764, + 0.04205642640590668, + 0.07801632583141327, + 0.05371851846575737, + 0.16556912660598755, + 0.0737265795469284, + 0.08009650558233261 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.16032758355140686 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panoramic, extreme-wide shot slowly slides from left to right, capturing the breathtaking scale of a massive concrete dam, its weathered, monolithic face stretching across a vast, verdant valley beneath a brilliant blue sky. From massive spillway gates, a torrent of water is unstoppably released, thundering down the dam's vast, stepped face in a powerful, churning cascade that tumbles and slides with ferocious energy. The entire scene is rendered in signature Makoto Shinkai style, with bright, low-angle sunlight cascading across the roaring water, creating dramatic anamorphic lens flares that streak the entire view in vibrant blue and orange light. The powerful torrent atomizes into an ultra-detailed spray of water, with billions of individual crystallized droplets catching the sunlight and sparkling like diamonds, forming a vibrant, ethereal mist that fills the lower valley and partially covers the dam's base in a soft, glowing aura, evoking a profound sense of majestic power and tranquil, otherworldly beauty.", + "seed": 20382, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_4/index_7501_seed_20382_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07659536171704531, + "vlm_logprob": -0.07659536171704531, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.07659536171704531, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1296861469745636 + ], + "opposite_logprob_tokens": [ + -2.129686117172241 + ], + "logprob_reward": -0.1296861469745636, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1296861469745636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4198416769504547, + 0.0409751832485199, + 0.029709063470363617, + 0.04708549752831459, + 0.06923535466194153, + 0.09222383797168732, + 0.16386406123638153, + 0.055104319006204605, + 0.055857885628938675, + 0.026103109121322632 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.1296861469745636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004667696543037891 + ], + "opposite_logprob_tokens": [ + -5.37966775894165 + ], + "logprob_reward": -0.004667696543037891, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004667696543037891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18042849004268646, + 0.08512666821479797, + 0.054419904947280884, + 0.09072594344615936, + 0.06625322252511978, + 0.06354568153619766, + 0.12734578549861908, + 0.15263731777668, + 0.09031273424625397, + 0.08920424431562424 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.004667696543037891 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4232974648475647, + 0.049056898802518845, + 0.04237213730812073, + 0.06034468486905098, + 0.027803702279925346, + 0.06253247708082199, + 0.04533499479293823, + 0.11036310344934464, + 0.08661602437496185, + 0.09227851033210754 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.008648913353681564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295183002948761 + ], + "opposite_logprob_tokens": [ + -2.2379517555236816 + ], + "logprob_reward": -0.11295183002948761, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295183002948761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06223950535058975, + 0.07964528352022171, + 0.018178220838308334, + 0.036603718996047974, + 0.06362718343734741, + 0.07290962338447571, + 0.13197189569473267, + 0.19997069239616394, + 0.16572779417037964, + 0.1691260188817978 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.11295183002948761 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702222168445587 + ], + "opposite_logprob_tokens": [ + -2.1270222663879395 + ], + "logprob_reward": -0.12702222168445587, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702222168445587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18252316117286682, + 0.13490286469459534, + 0.050007276237010956, + 0.031338274478912354, + 0.038163892924785614, + 0.08344908803701401, + 0.06056950241327286, + 0.16530944406986237, + 0.14899283647537231, + 0.10474368184804916 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.12702222168445587 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panoramic, extreme-wide shot slowly slides from left to right, capturing the breathtaking scale of a massive concrete dam, its weathered, monolithic face stretching across a vast, verdant valley beneath a brilliant blue sky. From massive spillway gates, a torrent of water is unstoppably released, thundering down the dam's vast, stepped face in a powerful, churning cascade that tumbles and slides with ferocious energy. The entire scene is rendered in signature Makoto Shinkai style, with bright, low-angle sunlight cascading across the roaring water, creating dramatic anamorphic lens flares that streak the entire view in vibrant blue and orange light. The powerful torrent atomizes into an ultra-detailed spray of water, with billions of individual crystallized droplets catching the sunlight and sparkling like diamonds, forming a vibrant, ethereal mist that fills the lower valley and partially covers the dam's base in a soft, glowing aura, evoking a profound sense of majestic power and tranquil, otherworldly beauty.", + "seed": 20383, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_4/index_7501_seed_20383_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1387550770305097, + "vlm_logprob": -0.1387550770305097, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.1387550770305097, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4319148361682892 + ], + "opposite_logprob_tokens": [ + -1.0569148063659668 + ], + "logprob_reward": -0.4319148361682892, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4319148361682892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10078003257513046, + 0.1701614409685135, + 0.04919138178229332, + 0.08631455153226852, + 0.10131538659334183, + 0.17993086576461792, + 0.06518463790416718, + 0.1277342587709427, + 0.08160360157489777, + 0.037783846259117126 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.4319148361682892 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007659116294234991 + ], + "opposite_logprob_tokens": [ + -4.882658958435059 + ], + "logprob_reward": -0.007659116294234991, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007659116294234991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08567018806934357, + 0.06463104486465454, + 0.10075998306274414, + 0.09234791249036789, + 0.07550214231014252, + 0.2515532672405243, + 0.06295867264270782, + 0.15777228772640228, + 0.06396138668060303, + 0.044843126088380814 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.007659116294234991 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211518689990044 + ], + "opposite_logprob_tokens": [ + -4.264211654663086 + ], + "logprob_reward": -0.014211518689990044, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211518689990044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1433093398809433, + 0.10968657582998276, + 0.13134904205799103, + 0.14397898316383362, + 0.09662190824747086, + 0.09854491055011749, + 0.0753943994641304, + 0.09258098900318146, + 0.05229147896170616, + 0.05624239146709442 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.014211518689990044 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.127068430185318 + ], + "opposite_logprob_tokens": [ + -2.127068519592285 + ], + "logprob_reward": -0.127068430185318, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.127068430185318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07369130104780197, + 0.03264550864696503, + 0.05330334231257439, + 0.05151147395372391, + 0.02536667324602604, + 0.15653418004512787, + 0.1100408211350441, + 0.35663554072380066, + 0.07993794977664948, + 0.060333237051963806 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.127068430185318 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292148381471634 + ], + "opposite_logprob_tokens": [ + -2.2379214763641357 + ], + "logprob_reward": -0.11292148381471634, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292148381471634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0577770434319973, + 0.07942117750644684, + 0.1582866907119751, + 0.0902998074889183, + 0.11011291295289993, + 0.15519680082798004, + 0.09662763774394989, + 0.15581290423870087, + 0.039580851793289185, + 0.056884169578552246 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.11292148381471634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panoramic, extreme-wide shot slowly slides from left to right, capturing the breathtaking scale of a massive concrete dam, its weathered, monolithic face stretching across a vast, verdant valley beneath a brilliant blue sky. From massive spillway gates, a torrent of water is unstoppably released, thundering down the dam's vast, stepped face in a powerful, churning cascade that tumbles and slides with ferocious energy. The entire scene is rendered in signature Makoto Shinkai style, with bright, low-angle sunlight cascading across the roaring water, creating dramatic anamorphic lens flares that streak the entire view in vibrant blue and orange light. The powerful torrent atomizes into an ultra-detailed spray of water, with billions of individual crystallized droplets catching the sunlight and sparkling like diamonds, forming a vibrant, ethereal mist that fills the lower valley and partially covers the dam's base in a soft, glowing aura, evoking a profound sense of majestic power and tranquil, otherworldly beauty.", + "seed": 20384, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_4/index_7501_seed_20384_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05615918389521539, + "vlm_logprob": -0.05615918389521539, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.05615918389521539, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09087250381708145 + ], + "opposite_logprob_tokens": [ + -2.4658725261688232 + ], + "logprob_reward": -0.09087250381708145, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09087250381708145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26109862327575684, + 0.24155867099761963, + 0.04875050112605095, + 0.0470481775701046, + 0.025364365428686142, + 0.009938916191458702, + 0.020538462325930595, + 0.2649523615837097, + 0.03980666771531105, + 0.04094323888421059 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.09087250381708145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028363734018057585 + ], + "opposite_logprob_tokens": [ + -5.877836227416992 + ], + "logprob_reward": -0.0028363734018057585, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028363734018057585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18074727058410645, + 0.14458395540714264, + 0.07098443061113358, + 0.04617190361022949, + 0.08012723177671432, + 0.0575781874358654, + 0.033914241939783096, + 0.2621166706085205, + 0.028132373467087746, + 0.09564374387264252 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0028363734018057585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026364656165242195 + ], + "opposite_logprob_tokens": [ + -3.65136456489563 + ], + "logprob_reward": -0.026364656165242195, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026364656165242195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19575895369052887, + 0.07205706834793091, + 0.07108890265226364, + 0.21389231085777283, + 0.04760739579796791, + 0.01700131595134735, + 0.05948207154870033, + 0.16868378221988678, + 0.063627228140831, + 0.09080097824335098 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.026364656165242195 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337035171687603 + ], + "opposite_logprob_tokens": [ + -3.408703565597534 + ], + "logprob_reward": -0.0337035171687603, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337035171687603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13577158749103546, + 0.059825558215379715, + 0.06920737773180008, + 0.08470120280981064, + 0.11125664412975311, + 0.05352261662483215, + 0.05853854492306709, + 0.18862709403038025, + 0.09822656214237213, + 0.14032281935214996 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.0337035171687603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive concrete dam stretching across a vast, verdant valley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a torrent of water released from massive spillway gates and cascading down the dam's stepped face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky brilliant blue with bright, low-angle sunlight creating anamorphic lens flares in blue and orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the water rendered with ultra-detailed crystallized droplets forming a vibrant, ethereal mist at the dam's base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot an extreme-wide panoramic view that slowly slides from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701886892318726 + ], + "opposite_logprob_tokens": [ + -2.127018928527832 + ], + "logprob_reward": -0.12701886892318726, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701886892318726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.142063707113266, + 0.15460658073425293, + 0.07737616449594498, + 0.06801240891218185, + 0.05812962353229523, + 0.044887982308864594, + 0.11239015311002731, + 0.2234693169593811, + 0.05573754385113716, + 0.06332644820213318 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.12701886892318726 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_5/index_tensor([1792, 1792])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_5/index_tensor([1792, 1792])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d565f2cc88d30ff6c2a039b372e9ee844d42e3a3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_5/index_tensor([1792, 1792])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Captured in high-fidelity digital form, reminiscent of an observational documentary, the dynamic aerial sequence begins with the camera executing a rapid, low-level flight, gliding smoothly just a few feet above the dense, undulating canopy of the primeval forest. As the camera sweeps over the tops of ancient, gnarled trees and broad-brimmed plants, the viewer is immersed in a vibrant, richly textured sea of green, ranging from deep emerald to brilliant lime. Sunlight creates dappled, ever-shifting patterns of light and shadow across the vast wilderness. The camera's forward motion then seamlessly transitions into a steady, deliberate vertical ascent, reaching directly upward. As it climbs, the frame widens and pulls back, revealing the vast, organic tapestry of the forest below. The ascent continues, culminating in a breathtaking wide-angle shot that unveils a stark, unsettlingly perfect geometric boundary where the living, breathing wilderness abruptly ceases to meet the sprawling, gray expanse of an industrial complex. A cold, monochrome grid of concrete buildings, metallic silver pipes, and towering chimneys contrasts sharply with the forest. Its sharp lines and flat surfaces, illuminated by the bright, impartial sunlight, take on a surreal clarity, creating a powerful and unsettling atmosphere of environmental contrast.", + "seed": 30635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_5/index_1792_seed_30635_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01970196021720767, + "vlm_logprob": -0.01970196021720767, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.01970196021720767, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02920837700366974 + ], + "opposite_logprob_tokens": [ + -3.7792084217071533 + ], + "logprob_reward": -0.02920837700366974, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02920837700366974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08331529051065445, + 0.10471601039171219, + 0.08204329013824463, + 0.21846312284469604, + 0.17023707926273346, + 0.23181027173995972, + 0.0386982187628746, + 0.023865798488259315, + 0.020634280517697334, + 0.026216628029942513 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.02920837700366974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03820057213306427 + ], + "opposite_logprob_tokens": [ + -3.288200616836548 + ], + "logprob_reward": -0.03820057213306427, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03820057213306427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2210540473461151, + 0.06373777985572815, + 0.10381726920604706, + 0.192449152469635, + 0.15106824040412903, + 0.19717513024806976, + 0.022182496264576912, + 0.025799641385674477, + 0.009364377707242966, + 0.013351867906749249 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.03820057213306427 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005266008898615837 + ], + "opposite_logprob_tokens": [ + -5.255266189575195 + ], + "logprob_reward": -0.005266008898615837, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005266008898615837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1697419285774231, + 0.1065584272146225, + 0.14363864064216614, + 0.11196397989988327, + 0.057240284979343414, + 0.09129232168197632, + 0.09596604108810425, + 0.08860760927200317, + 0.05003647133708, + 0.08495429158210754 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.005266008898615837 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255454685539007 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.005255454685539007, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255454685539007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09258122742176056, + 0.09641934931278229, + 0.2101088911294937, + 0.07696352899074554, + 0.04503989964723587, + 0.0326770544052124, + 0.057239312678575516, + 0.06448252499103546, + 0.05843689292669296, + 0.266051322221756 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.005255454685539007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579388365149498 + ], + "opposite_logprob_tokens": [ + -3.8955793380737305 + ], + "logprob_reward": -0.020579388365149498, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579388365149498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0957207977771759, + 0.05529974773526192, + 0.3144562244415283, + 0.08174566179513931, + 0.055149439722299576, + 0.07490185648202896, + 0.032930776476860046, + 0.030232781544327736, + 0.03207149729132652, + 0.22749121487140656 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.020579388365149498 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in high-fidelity digital form, reminiscent of an observational documentary, the dynamic aerial sequence begins with the camera executing a rapid, low-level flight, gliding smoothly just a few feet above the dense, undulating canopy of the primeval forest. As the camera sweeps over the tops of ancient, gnarled trees and broad-brimmed plants, the viewer is immersed in a vibrant, richly textured sea of green, ranging from deep emerald to brilliant lime. Sunlight creates dappled, ever-shifting patterns of light and shadow across the vast wilderness. The camera's forward motion then seamlessly transitions into a steady, deliberate vertical ascent, reaching directly upward. As it climbs, the frame widens and pulls back, revealing the vast, organic tapestry of the forest below. The ascent continues, culminating in a breathtaking wide-angle shot that unveils a stark, unsettlingly perfect geometric boundary where the living, breathing wilderness abruptly ceases to meet the sprawling, gray expanse of an industrial complex. A cold, monochrome grid of concrete buildings, metallic silver pipes, and towering chimneys contrasts sharply with the forest. Its sharp lines and flat surfaces, illuminated by the bright, impartial sunlight, take on a surreal clarity, creating a powerful and unsettling atmosphere of environmental contrast.", + "seed": 30636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_5/index_1792_seed_30636_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01838708659633994, + "vlm_logprob": -0.01838708659633994, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.01838708659633994, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028283927589654922 + ], + "opposite_logprob_tokens": [ + -3.6532838344573975 + ], + "logprob_reward": -0.028283927589654922, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028283927589654922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.241271510720253, + 0.13227836787700653, + 0.05989404395222664, + 0.03761880099773407, + 0.03988804668188095, + 0.04972585290670395, + 0.026836484670639038, + 0.1075153574347496, + 0.20116929709911346, + 0.10380225628614426 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.028283927589654922 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011123784817755222 + ], + "opposite_logprob_tokens": [ + -4.5111236572265625 + ], + "logprob_reward": -0.011123784817755222, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011123784817755222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14485467970371246, + 0.1909472793340683, + 0.1339867115020752, + 0.04705801233649254, + 0.0924447700381279, + 0.04270058125257492, + 0.0220577884465456, + 0.028747253119945526, + 0.17862862348556519, + 0.11857432872056961 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.011123784817755222 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960191134363413 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005960191134363413, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960191134363413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10123270750045776, + 0.12354440987110138, + 0.0757492408156395, + 0.021812679246068, + 0.12038329988718033, + 0.04706823453307152, + 0.04567776620388031, + 0.07464122772216797, + 0.20563764870166779, + 0.18425282835960388 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.005960191134363413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283882066607475 + ], + "opposite_logprob_tokens": [ + -3.7732839584350586 + ], + "logprob_reward": -0.023283882066607475, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283882066607475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10782773792743683, + 0.1086125448346138, + 0.025659969076514244, + 0.014916598796844482, + 0.04742511734366417, + 0.03767974674701691, + 0.02032771147787571, + 0.06255792081356049, + 0.41064387559890747, + 0.16434882581233978 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.023283882066607475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283647373318672 + ], + "opposite_logprob_tokens": [ + -3.7732837200164795 + ], + "logprob_reward": -0.023283647373318672, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283647373318672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08146022260189056, + 0.23806482553482056, + 0.058010805398225784, + 0.01894550770521164, + 0.07129467278718948, + 0.023219427093863487, + 0.020851027220487595, + 0.09774302691221237, + 0.26114344596862793, + 0.12926702201366425 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.023283647373318672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in high-fidelity digital form, reminiscent of an observational documentary, the dynamic aerial sequence begins with the camera executing a rapid, low-level flight, gliding smoothly just a few feet above the dense, undulating canopy of the primeval forest. As the camera sweeps over the tops of ancient, gnarled trees and broad-brimmed plants, the viewer is immersed in a vibrant, richly textured sea of green, ranging from deep emerald to brilliant lime. Sunlight creates dappled, ever-shifting patterns of light and shadow across the vast wilderness. The camera's forward motion then seamlessly transitions into a steady, deliberate vertical ascent, reaching directly upward. As it climbs, the frame widens and pulls back, revealing the vast, organic tapestry of the forest below. The ascent continues, culminating in a breathtaking wide-angle shot that unveils a stark, unsettlingly perfect geometric boundary where the living, breathing wilderness abruptly ceases to meet the sprawling, gray expanse of an industrial complex. A cold, monochrome grid of concrete buildings, metallic silver pipes, and towering chimneys contrasts sharply with the forest. Its sharp lines and flat surfaces, illuminated by the bright, impartial sunlight, take on a surreal clarity, creating a powerful and unsettling atmosphere of environmental contrast.", + "seed": 30637, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_5/index_1792_seed_30637_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022556362207978964, + "vlm_logprob": -0.022556362207978964, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.022556362207978964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05323117598891258 + ], + "opposite_logprob_tokens": [ + -3.0532312393188477 + ], + "logprob_reward": -0.05323117598891258, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05323117598891258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17661423981189728, + 0.04878392815589905, + 0.027325039729475975, + 0.09214495867490768, + 0.02701500803232193, + 0.022307170554995537, + 0.12720835208892822, + 0.2296707034111023, + 0.11106050759553909, + 0.13787007331848145 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.05323117598891258 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0161437951028347 + ], + "opposite_logprob_tokens": [ + -4.141143798828125 + ], + "logprob_reward": -0.0161437951028347, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0161437951028347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17870117723941803, + 0.16047988831996918, + 0.025150027126073837, + 0.19914337992668152, + 0.05005234107375145, + 0.08143869787454605, + 0.0441572368144989, + 0.0939709022641182, + 0.10480199009180069, + 0.06210436671972275 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.0161437951028347 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086315736174583 + ], + "opposite_logprob_tokens": [ + -4.141086101531982 + ], + "logprob_reward": -0.016086315736174583, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086315736174583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06421908736228943, + 0.04840162768959999, + 0.05241392180323601, + 0.050581175833940506, + 0.016281558200716972, + 0.024791086092591286, + 0.15146209299564362, + 0.12485484778881073, + 0.21482226252555847, + 0.25217244029045105 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.016086315736174583 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739267613738775 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739267613738775, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739267613738775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04204580560326576, + 0.03398920223116875, + 0.03139703348278999, + 0.02494898810982704, + 0.020967232063412666, + 0.02008196711540222, + 0.032004956156015396, + 0.2743152976036072, + 0.3251103162765503, + 0.19513918459415436 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.006739267613738775 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581256598234177 + ], + "opposite_logprob_tokens": [ + -3.8955812454223633 + ], + "logprob_reward": -0.020581256598234177, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581256598234177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060306429862976074, + 0.0641946792602539, + 0.03240244463086128, + 0.061261098831892014, + 0.024639055132865906, + 0.03088599629700184, + 0.05508924275636673, + 0.07672533392906189, + 0.3621945381164551, + 0.23230119049549103 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.020581256598234177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in high-fidelity digital form, reminiscent of an observational documentary, the dynamic aerial sequence begins with the camera executing a rapid, low-level flight, gliding smoothly just a few feet above the dense, undulating canopy of the primeval forest. As the camera sweeps over the tops of ancient, gnarled trees and broad-brimmed plants, the viewer is immersed in a vibrant, richly textured sea of green, ranging from deep emerald to brilliant lime. Sunlight creates dappled, ever-shifting patterns of light and shadow across the vast wilderness. The camera's forward motion then seamlessly transitions into a steady, deliberate vertical ascent, reaching directly upward. As it climbs, the frame widens and pulls back, revealing the vast, organic tapestry of the forest below. The ascent continues, culminating in a breathtaking wide-angle shot that unveils a stark, unsettlingly perfect geometric boundary where the living, breathing wilderness abruptly ceases to meet the sprawling, gray expanse of an industrial complex. A cold, monochrome grid of concrete buildings, metallic silver pipes, and towering chimneys contrasts sharply with the forest. Its sharp lines and flat surfaces, illuminated by the bright, impartial sunlight, take on a surreal clarity, creating a powerful and unsettling atmosphere of environmental contrast.", + "seed": 30638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_5/index_1792_seed_30638_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01926752142608166, + "vlm_logprob": -0.01926752142608166, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.01926752142608166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03340195491909981 + ], + "opposite_logprob_tokens": [ + -3.5334019660949707 + ], + "logprob_reward": -0.03340195491909981, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03340195491909981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10159039497375488, + 0.1526946723461151, + 0.06189499795436859, + 0.023389974609017372, + 0.019566498696804047, + 0.024897582828998566, + 0.06179165840148926, + 0.11292358487844467, + 0.026160089299082756, + 0.41509056091308594 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.03340195491909981 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01613769493997097 + ], + "opposite_logprob_tokens": [ + -4.141137599945068 + ], + "logprob_reward": -0.01613769493997097, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01613769493997097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15873904526233673, + 0.11328957229852676, + 0.06301404535770416, + 0.06850646436214447, + 0.11790524423122406, + 0.013013237155973911, + 0.09234911948442459, + 0.20299917459487915, + 0.013142076320946217, + 0.1570419818162918 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.01613769493997097 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078105196356773 + ], + "opposite_logprob_tokens": [ + -4.141077995300293 + ], + "logprob_reward": -0.016078105196356773, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078105196356773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03703773766756058, + 0.41182219982147217, + 0.02461821585893631, + 0.016027867794036865, + 0.02212003991007805, + 0.022360263392329216, + 0.022496169432997704, + 0.02386530302464962, + 0.02327495999634266, + 0.3963773250579834 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.016078105196356773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183674663305283 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183674663305283, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183674663305283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03551385924220085, + 0.22019527852535248, + 0.014795108698308468, + 0.011293354444205761, + 0.024875955656170845, + 0.011224871501326561, + 0.05166690796613693, + 0.045030005276203156, + 0.025508977472782135, + 0.5598956346511841 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.018183674663305283 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a rapid, low-level flight just above a dense, undulating forest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the forest environment vibrant and richly textured with green ranging from deep emerald to brilliant lime?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera transition from forward motion to a steady, deliberate vertical ascent that widens the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video reveal a stark geometric boundary where the forest meets a sprawling gray industrial complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the industrial complex depicted with sharp lines, flat surfaces, concrete buildings, and metallic silver pipes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536177411675453 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536177411675453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536177411675453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0759846568107605, + 0.08043263107538223, + 0.028407836332917213, + 0.016417529433965683, + 0.02963019534945488, + 0.013825495727360249, + 0.04720192030072212, + 0.09634887427091599, + 0.012992588803172112, + 0.5987582206726074 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.012536177411675453 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_6/index_tensor([5975, 5975])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_6/index_tensor([5975, 5975])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..17b21299ca5e21c3cbe1ff95f2b9d69c1c1a70af --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_6/index_tensor([5975, 5975])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Initially static, the low-angle shot tilts slowly and deliberately upward, reflecting the agonizing movements of a lone figure across a vast, scarred battlefield. The figure, either male or female, clad in a tattered, mud-stained dark green combat uniform, slowly unfurls from a prone position amid the lingering smoke of embers. Their hands and fingers dig first into the damp, black earth, pushing their upper body out of the ground with palpable, trembling tension. The camera follows them as they kneel forward, lower a heavy, worn combat boot into the mire, and then struggle to their feet. The surrounding landscape is a desolate panorama of churned earth, water-filled craters, and the skeletal remains of war machinery, all beneath a sky shrouded in gray clouds and smoke. The only light is the cold, aimless dawn, which casts no distinct shadows and renders the scene in a muted, almost monochromatic palette of charcoal, dark brown, and slate gray. When the person finally stands, their back still slightly hunched with exhaustion, the camera pauses to capture their silhouette against the silent, sprawling destruction, creating a profound atmosphere of loneliness and grim existence.", + "seed": 29228, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_6/index_5975_seed_29228_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03485919972881675, + "vlm_logprob": -0.03485919972881675, + "vlm_yes_no_margin": 4.499999952316284, + "vlm_token_credit": -0.03485919972881675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09839005023241043 + ], + "opposite_logprob_tokens": [ + -2.4733901023864746 + ], + "logprob_reward": -0.09839005023241043, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09839005023241043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18893957138061523, + 0.06445128470659256, + 0.042919401079416275, + 0.318525105714798, + 0.07364048808813095, + 0.03411301597952843, + 0.028945889323949814, + 0.039077840745449066, + 0.043261874467134476, + 0.1661255657672882 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.09839005023241043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549759604036808 + ], + "opposite_logprob_tokens": [ + -2.929975986480713 + ], + "logprob_reward": -0.0549759604036808, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549759604036808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0729350596666336, + 0.10149561613798141, + 0.09093122184276581, + 0.20820331573486328, + 0.0588003508746624, + 0.034508515149354935, + 0.059660229831933975, + 0.19372831284999847, + 0.051023367792367935, + 0.12871408462524414 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.0549759604036808 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818004623055458 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.01818004623055458, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818004623055458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16063576936721802, + 0.10654033720493317, + 0.051991868764162064, + 0.21725815534591675, + 0.04054096341133118, + 0.035350602120161057, + 0.021936427801847458, + 0.08258632570505142, + 0.04848339781165123, + 0.23467615246772766 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.01818004623055458 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010387268848717213 + ], + "opposite_logprob_tokens": [ + -6.876038551330566 + ], + "logprob_reward": -0.0010387268848717213, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010387268848717213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17407949268817902, + 0.1552114635705948, + 0.038628917187452316, + 0.08032484352588654, + 0.05766629800200462, + 0.025172511115670204, + 0.04094558581709862, + 0.07659903913736343, + 0.02872486039996147, + 0.3226470351219177 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0010387268848717213 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001711214892566204 + ], + "opposite_logprob_tokens": [ + -6.376711368560791 + ], + "logprob_reward": -0.001711214892566204, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001711214892566204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09356208890676498, + 0.14399589598178864, + 0.057487260550260544, + 0.23405030369758606, + 0.053226880729198456, + 0.09557538479566574, + 0.05266166478395462, + 0.06018103286623955, + 0.10441440343856812, + 0.1048450767993927 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.001711214892566204 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Initially static, the low-angle shot tilts slowly and deliberately upward, reflecting the agonizing movements of a lone figure across a vast, scarred battlefield. The figure, either male or female, clad in a tattered, mud-stained dark green combat uniform, slowly unfurls from a prone position amid the lingering smoke of embers. Their hands and fingers dig first into the damp, black earth, pushing their upper body out of the ground with palpable, trembling tension. The camera follows them as they kneel forward, lower a heavy, worn combat boot into the mire, and then struggle to their feet. The surrounding landscape is a desolate panorama of churned earth, water-filled craters, and the skeletal remains of war machinery, all beneath a sky shrouded in gray clouds and smoke. The only light is the cold, aimless dawn, which casts no distinct shadows and renders the scene in a muted, almost monochromatic palette of charcoal, dark brown, and slate gray. When the person finally stands, their back still slightly hunched with exhaustion, the camera pauses to capture their silhouette against the silent, sprawling destruction, creating a profound atmosphere of loneliness and grim existence.", + "seed": 29229, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_6/index_5975_seed_29229_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.045550369773991406, + "vlm_logprob": -0.045550369773991406, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.045550369773991406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08211933821439743 + ], + "opposite_logprob_tokens": [ + -2.8321192264556885 + ], + "logprob_reward": -0.08211933821439743, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.08211933821439743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19190330803394318, + 0.12640027701854706, + 0.10051146894693375, + 0.11661947518587112, + 0.04902571812272072, + 0.08727924525737762, + 0.11195065826177597, + 0.07464881986379623, + 0.06540227681398392, + 0.07625874876976013 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.08211933821439743 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298196762800217 + ], + "opposite_logprob_tokens": [ + -2.2379820346832275 + ], + "logprob_reward": -0.11298196762800217, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298196762800217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15645252168178558, + 0.0832068920135498, + 0.15748223662376404, + 0.09522050619125366, + 0.08266285806894302, + 0.04515387862920761, + 0.1169726625084877, + 0.09035507589578629, + 0.07123830169439316, + 0.10125507414340973 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.11298196762800217 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980538085103035 + ], + "opposite_logprob_tokens": [ + -3.5298054218292236 + ], + "logprob_reward": -0.02980538085103035, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980538085103035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3106805980205536, + 0.07501093298196793, + 0.059964459389448166, + 0.07165290415287018, + 0.10865041613578796, + 0.1087239608168602, + 0.07928122580051422, + 0.10220156610012054, + 0.015046033076941967, + 0.06878793239593506 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.02980538085103035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015112657565623522 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.0015112657565623522, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015112657565623522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41862502694129944, + 0.12136323750019073, + 0.11627723276615143, + 0.07269801199436188, + 0.10135896503925323, + 0.04517845809459686, + 0.035663001239299774, + 0.03315896540880203, + 0.02327430434525013, + 0.03240277245640755 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0015112657565623522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013338964199647307 + ], + "opposite_logprob_tokens": [ + -6.626333713531494 + ], + "logprob_reward": -0.0013338964199647307, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013338964199647307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35715994238853455, + 0.04769059643149376, + 0.1502501666545868, + 0.0806388184428215, + 0.08473217487335205, + 0.08362272381782532, + 0.0672428086400032, + 0.04740773141384125, + 0.028354978188872337, + 0.05290001630783081 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0013338964199647307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Initially static, the low-angle shot tilts slowly and deliberately upward, reflecting the agonizing movements of a lone figure across a vast, scarred battlefield. The figure, either male or female, clad in a tattered, mud-stained dark green combat uniform, slowly unfurls from a prone position amid the lingering smoke of embers. Their hands and fingers dig first into the damp, black earth, pushing their upper body out of the ground with palpable, trembling tension. The camera follows them as they kneel forward, lower a heavy, worn combat boot into the mire, and then struggle to their feet. The surrounding landscape is a desolate panorama of churned earth, water-filled craters, and the skeletal remains of war machinery, all beneath a sky shrouded in gray clouds and smoke. The only light is the cold, aimless dawn, which casts no distinct shadows and renders the scene in a muted, almost monochromatic palette of charcoal, dark brown, and slate gray. When the person finally stands, their back still slightly hunched with exhaustion, the camera pauses to capture their silhouette against the silent, sprawling destruction, creating a profound atmosphere of loneliness and grim existence.", + "seed": 29230, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_6/index_5975_seed_29230_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.049688879097811875, + "vlm_logprob": -0.049688879097811875, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.049688879097811875, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07148167490959167 + ], + "opposite_logprob_tokens": [ + -2.821481704711914 + ], + "logprob_reward": -0.07148167490959167, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07148167490959167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11305972933769226, + 0.041493549942970276, + 0.19409964978694916, + 0.05898774415254593, + 0.09385408461093903, + 0.13818176090717316, + 0.20044900476932526, + 0.0532110370695591, + 0.06469083577394485, + 0.04197254031896591 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.07148167490959167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039633750915527 + ], + "opposite_logprob_tokens": [ + -1.9103963375091553 + ], + "logprob_reward": -0.16039633750915527, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039633750915527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2152186632156372, + 0.07017834484577179, + 0.12474348396062851, + 0.043929994106292725, + 0.08081043511629105, + 0.045098479837179184, + 0.05832206457853317, + 0.08947181701660156, + 0.1750003844499588, + 0.0972263440489769 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.16039633750915527 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194712042808533 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194712042808533, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194712042808533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15663786232471466, + 0.02694692276418209, + 0.2010706216096878, + 0.031229542568325996, + 0.050839319825172424, + 0.03974713757634163, + 0.11089667677879333, + 0.13072609901428223, + 0.11920250207185745, + 0.13270333409309387 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.014194712042808533 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013325868640094995 + ], + "opposite_logprob_tokens": [ + -6.626332759857178 + ], + "logprob_reward": -0.0013325868640094995, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013325868640094995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19134879112243652, + 0.05713166296482086, + 0.1673443615436554, + 0.05837007984519005, + 0.07067239284515381, + 0.04442429542541504, + 0.06067223846912384, + 0.21796704828739166, + 0.09605228155851364, + 0.0360167920589447 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0013325868640094995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010390841634944081 + ], + "opposite_logprob_tokens": [ + -6.876039028167725 + ], + "logprob_reward": -0.0010390841634944081, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010390841634944081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29634949564933777, + 0.04687395691871643, + 0.1749110072851181, + 0.031437814235687256, + 0.053152624517679214, + 0.08957640081644058, + 0.1315499246120453, + 0.06519997864961624, + 0.06411071121692657, + 0.04683808237314224 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.0010390841634944081 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Initially static, the low-angle shot tilts slowly and deliberately upward, reflecting the agonizing movements of a lone figure across a vast, scarred battlefield. The figure, either male or female, clad in a tattered, mud-stained dark green combat uniform, slowly unfurls from a prone position amid the lingering smoke of embers. Their hands and fingers dig first into the damp, black earth, pushing their upper body out of the ground with palpable, trembling tension. The camera follows them as they kneel forward, lower a heavy, worn combat boot into the mire, and then struggle to their feet. The surrounding landscape is a desolate panorama of churned earth, water-filled craters, and the skeletal remains of war machinery, all beneath a sky shrouded in gray clouds and smoke. The only light is the cold, aimless dawn, which casts no distinct shadows and renders the scene in a muted, almost monochromatic palette of charcoal, dark brown, and slate gray. When the person finally stands, their back still slightly hunched with exhaustion, the camera pauses to capture their silhouette against the silent, sprawling destruction, creating a profound atmosphere of loneliness and grim existence.", + "seed": 29231, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_6/index_5975_seed_29231_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.059804368391633035, + "vlm_logprob": -0.059804368391633035, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.059804368391633035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1733960211277008 + ], + "opposite_logprob_tokens": [ + -1.9233959913253784 + ], + "logprob_reward": -0.1733960211277008, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1733960211277008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08232519775629044, + 0.15654900670051575, + 0.17352548241615295, + 0.04309547692537308, + 0.04896082729101181, + 0.1190367341041565, + 0.14761333167552948, + 0.03945029526948929, + 0.08624652028083801, + 0.1031971275806427 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.1733960211277008 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296013742685318 + ], + "opposite_logprob_tokens": [ + -2.23796010017395 + ], + "logprob_reward": -0.11296013742685318, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296013742685318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19112616777420044, + 0.08991974592208862, + 0.056603606790304184, + 0.11164708435535431, + 0.07207118719816208, + 0.07007007300853729, + 0.06039194017648697, + 0.046121276915073395, + 0.22288566827774048, + 0.07916323095560074 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.11296013742685318 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779873304069042 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779873304069042, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779873304069042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11520461738109589, + 0.23275235295295715, + 0.08098689466714859, + 0.038702644407749176, + 0.10968399792909622, + 0.05197640880942345, + 0.04777085408568382, + 0.15977242588996887, + 0.09930338710546494, + 0.06384642422199249 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.009779873304069042 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011762612266466022 + ], + "opposite_logprob_tokens": [ + -6.751176357269287 + ], + "logprob_reward": -0.0011762612266466022, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011762612266466022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14166219532489777, + 0.17669370770454407, + 0.20418578386306763, + 0.17304164171218872, + 0.033800430595874786, + 0.07826660573482513, + 0.03871723636984825, + 0.05392775684595108, + 0.059099532663822174, + 0.04060517996549606 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.0011762612266466022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot initially static before tilting slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure wearing a tattered, mud-stained dark green combat uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure start in a prone position and slowly unfurl from the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate battlefield with churned earth, water-filled craters, and skeletal war machinery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered in a muted palette of charcoal, dark brown, and slate gray under a gray, smoky sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017095488728955388 + ], + "opposite_logprob_tokens": [ + -6.376709461212158 + ], + "logprob_reward": -0.0017095488728955388, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017095488728955388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17551754415035248, + 0.11856735497713089, + 0.1299796849489212, + 0.06856053322553635, + 0.03678185120224953, + 0.0828033909201622, + 0.08669707179069519, + 0.21148577332496643, + 0.06287162005901337, + 0.026735179126262665 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0017095488728955388 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_7/index_tensor([1680, 1680])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_7/index_tensor([1680, 1680])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7ae71b4db7f35b4f8e5b0da2b853a69212f40007 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_7/index_tensor([1680, 1680])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up, rendered with the lush, painterly aesthetic of Studio Ghibli animation, captures a moment of pure wonder. An adorable little demon, with soft peach skin and a plump, toddler-like figure, takes center stage. It has a short, pig-like snout that twitches with curiosity, and huge, dark, expressive eyes, wide in awe, reflecting the scene before it. Fluffy golden sunlight filters through the unseen forest canopy, casting shifting patterns of light across the creatures and the mossy ground. With intense fascination, the demon slowly and deliberately reaches out a chubby, dimpled finger and gently touches the dense, hairy green stem of a large, otherworldly flower bud. At the touch of the finger, the bud emits a soft pulse of inner light and begins to magically unfold. Its glowing, velvety petals, a luminous magenta with bioluminescent veins, peel back in a smooth, silent, and graceful sequence, revealing a radiant, golden core. When the flower blooms, it releases a cloud of shimmering golden pollen that dances and swirls lazily in the warm sunlight, illuminating the demon's enchanted face and creating a serene, breathtaking atmosphere of magic.", + "seed": 5280, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_7/index_1680_seed_5280_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.019737682212144135, + "vlm_logprob": -0.019737682212144135, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.019737682212144135, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00687649380415678 + ], + "opposite_logprob_tokens": [ + -5.006876468658447 + ], + "logprob_reward": -0.00687649380415678, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00687649380415678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10398564487695694, + 0.1793932467699051, + 0.07506925612688065, + 0.15361472964286804, + 0.03486328572034836, + 0.2009274959564209, + 0.03040437586605549, + 0.08438469469547272, + 0.058235835283994675, + 0.07912139594554901 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.00687649380415678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748266983777285 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748266983777285, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748266983777285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08670604974031448, + 0.12024235725402832, + 0.16585397720336914, + 0.19608697295188904, + 0.052724163979291916, + 0.12917080521583557, + 0.0446682870388031, + 0.0779799148440361, + 0.06093844398856163, + 0.06562908738851547 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.006748266983777285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784241206943989 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784241206943989, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784241206943989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0886935144662857, + 0.0688759833574295, + 0.3380177915096283, + 0.16568396985530853, + 0.0873931422829628, + 0.04771208390593529, + 0.04156709462404251, + 0.053184278309345245, + 0.040323011577129364, + 0.06854914873838425 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.009784241206943989 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254032090306282 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254032090306282, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254032090306282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053912341594696045, + 0.1583203226327896, + 0.33117392659187317, + 0.11009128391742706, + 0.05001401528716087, + 0.03118208236992359, + 0.033461522310972214, + 0.06465388089418411, + 0.08235745877027512, + 0.08483313024044037 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.005254032090306282 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002537697553635 + ], + "opposite_logprob_tokens": [ + -2.6950254440307617 + ], + "logprob_reward": -0.07002537697553635, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002537697553635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04979041963815689, + 0.0898803323507309, + 0.46970224380493164, + 0.10329372435808182, + 0.04900158941745758, + 0.027238527312874794, + 0.03432988375425339, + 0.08322911709547043, + 0.059689026325941086, + 0.03384512662887573 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.07002537697553635 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up, rendered with the lush, painterly aesthetic of Studio Ghibli animation, captures a moment of pure wonder. An adorable little demon, with soft peach skin and a plump, toddler-like figure, takes center stage. It has a short, pig-like snout that twitches with curiosity, and huge, dark, expressive eyes, wide in awe, reflecting the scene before it. Fluffy golden sunlight filters through the unseen forest canopy, casting shifting patterns of light across the creatures and the mossy ground. With intense fascination, the demon slowly and deliberately reaches out a chubby, dimpled finger and gently touches the dense, hairy green stem of a large, otherworldly flower bud. At the touch of the finger, the bud emits a soft pulse of inner light and begins to magically unfold. Its glowing, velvety petals, a luminous magenta with bioluminescent veins, peel back in a smooth, silent, and graceful sequence, revealing a radiant, golden core. When the flower blooms, it releases a cloud of shimmering golden pollen that dances and swirls lazily in the warm sunlight, illuminating the demon's enchanted face and creating a serene, breathtaking atmosphere of magic.", + "seed": 5281, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_7/index_1680_seed_5281_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014706395799294114, + "vlm_logprob": -0.014706395799294114, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.014706395799294114, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020701300352811813 + ], + "opposite_logprob_tokens": [ + -3.8957014083862305 + ], + "logprob_reward": -0.020701300352811813, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020701300352811813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09251285344362259, + 0.08675583451986313, + 0.04767708107829094, + 0.05131073296070099, + 0.058412741869688034, + 0.3396044075489044, + 0.0425758883357048, + 0.16449202597141266, + 0.07410112023353577, + 0.04255736246705055 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.020701300352811813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553129345178604 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.012553129345178604, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553129345178604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14563238620758057, + 0.1442435383796692, + 0.048794277012348175, + 0.04368826374411583, + 0.03372488543391228, + 0.22125433385372162, + 0.12355104833841324, + 0.10328233987092972, + 0.08383733034133911, + 0.05199166387319565 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.012553129345178604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070127487182617 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070127487182617, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070127487182617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07207051664590836, + 0.18795245885849, + 0.033690471202135086, + 0.0834563598036766, + 0.03960120305418968, + 0.2284800410270691, + 0.04961959272623062, + 0.2222401350736618, + 0.04176318645477295, + 0.04112608730792999 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.016070127487182617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036171742249280214 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036171742249280214, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036171742249280214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07737980782985687, + 0.24177801609039307, + 0.025054600089788437, + 0.03395922854542732, + 0.02778574824333191, + 0.14331738650798798, + 0.057283252477645874, + 0.18312402069568634, + 0.0708729475736618, + 0.1394449919462204 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.0036171742249280214 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590247586369514 + ], + "opposite_logprob_tokens": [ + -3.895590305328369 + ], + "logprob_reward": -0.020590247586369514, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590247586369514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06975020468235016, + 0.10227158665657043, + 0.024016203358769417, + 0.02716793306171894, + 0.02664760872721672, + 0.07253819704055786, + 0.058537259697914124, + 0.41085708141326904, + 0.07290594279766083, + 0.13530802726745605 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.020590247586369514 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up, rendered with the lush, painterly aesthetic of Studio Ghibli animation, captures a moment of pure wonder. An adorable little demon, with soft peach skin and a plump, toddler-like figure, takes center stage. It has a short, pig-like snout that twitches with curiosity, and huge, dark, expressive eyes, wide in awe, reflecting the scene before it. Fluffy golden sunlight filters through the unseen forest canopy, casting shifting patterns of light across the creatures and the mossy ground. With intense fascination, the demon slowly and deliberately reaches out a chubby, dimpled finger and gently touches the dense, hairy green stem of a large, otherworldly flower bud. At the touch of the finger, the bud emits a soft pulse of inner light and begins to magically unfold. Its glowing, velvety petals, a luminous magenta with bioluminescent veins, peel back in a smooth, silent, and graceful sequence, revealing a radiant, golden core. When the flower blooms, it releases a cloud of shimmering golden pollen that dances and swirls lazily in the warm sunlight, illuminating the demon's enchanted face and creating a serene, breathtaking atmosphere of magic.", + "seed": 5282, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_7/index_1680_seed_5282_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008595011103898287, + "vlm_logprob": -0.008595011103898287, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.008595011103898287, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0068541173823177814 + ], + "opposite_logprob_tokens": [ + -5.006854057312012 + ], + "logprob_reward": -0.0068541173823177814, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0068541173823177814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1592506319284439, + 0.14627592265605927, + 0.2579129636287689, + 0.05298817530274391, + 0.1019308790564537, + 0.03302138298749924, + 0.1279994696378708, + 0.03679841756820679, + 0.042411163449287415, + 0.041411008685827255 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0068541173823177814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961375776678324 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961375776678324, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961375776678324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10692141205072403, + 0.17678970098495483, + 0.22751279175281525, + 0.045014433562755585, + 0.11511588841676712, + 0.029527079313993454, + 0.1887429654598236, + 0.029093682765960693, + 0.03547907993197441, + 0.04580298438668251 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.005961375776678324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740333512425423 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740333512425423, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740333512425423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09025108069181442, + 0.1376848965883255, + 0.22842612862586975, + 0.04361354932188988, + 0.22154627740383148, + 0.043837472796440125, + 0.09753802418708801, + 0.034455638378858566, + 0.022698571905493736, + 0.07994845509529114 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.006740333512425423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002821038942784071 + ], + "opposite_logprob_tokens": [ + -5.87782096862793 + ], + "logprob_reward": -0.002821038942784071, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002821038942784071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10878921300172806, + 0.04402005672454834, + 0.05919599160552025, + 0.04125550016760826, + 0.06008007377386093, + 0.04500389099121094, + 0.2815486490726471, + 0.054027654230594635, + 0.06879987567663193, + 0.237279012799263 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.002821038942784071 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598189905285835 + ], + "opposite_logprob_tokens": [ + -3.8955981731414795 + ], + "logprob_reward": -0.020598189905285835, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598189905285835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11418864876031876, + 0.036874353885650635, + 0.07414387911558151, + 0.038552045822143555, + 0.04297569394111633, + 0.050641611218452454, + 0.3811367154121399, + 0.041360609233379364, + 0.050521790981292725, + 0.16960455477237701 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.020598189905285835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up, rendered with the lush, painterly aesthetic of Studio Ghibli animation, captures a moment of pure wonder. An adorable little demon, with soft peach skin and a plump, toddler-like figure, takes center stage. It has a short, pig-like snout that twitches with curiosity, and huge, dark, expressive eyes, wide in awe, reflecting the scene before it. Fluffy golden sunlight filters through the unseen forest canopy, casting shifting patterns of light across the creatures and the mossy ground. With intense fascination, the demon slowly and deliberately reaches out a chubby, dimpled finger and gently touches the dense, hairy green stem of a large, otherworldly flower bud. At the touch of the finger, the bud emits a soft pulse of inner light and begins to magically unfold. Its glowing, velvety petals, a luminous magenta with bioluminescent veins, peel back in a smooth, silent, and graceful sequence, revealing a radiant, golden core. When the flower blooms, it releases a cloud of shimmering golden pollen that dances and swirls lazily in the warm sunlight, illuminating the demon's enchanted face and creating a serene, breathtaking atmosphere of magic.", + "seed": 5283, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_7/index_1680_seed_5283_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010119860991835594, + "vlm_logprob": -0.010119860991835594, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.010119860991835594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00875125452876091 + ], + "opposite_logprob_tokens": [ + -4.758751392364502 + ], + "logprob_reward": -0.00875125452876091, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00875125452876091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33467501401901245, + 0.12567485868930817, + 0.04379844292998314, + 0.05397403985261917, + 0.08677594363689423, + 0.06169293820858002, + 0.08806493878364563, + 0.11870811879634857, + 0.05159181356430054, + 0.03504384681582451 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.00875125452876091 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653640747070312 + ], + "opposite_logprob_tokens": [ + -4.75865364074707 + ], + "logprob_reward": -0.008653640747070312, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653640747070312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31713035702705383, + 0.08658478409051895, + 0.059768158942461014, + 0.18136443197727203, + 0.08837606012821198, + 0.04839349165558815, + 0.07613327354192734, + 0.07269944995641708, + 0.03907386213541031, + 0.03047613427042961 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.008653640747070312 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641236271709204 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004641236271709204, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641236271709204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12289845198392868, + 0.2099338322877884, + 0.07810503989458084, + 0.18499182164669037, + 0.10575243830680847, + 0.08669249713420868, + 0.07489824295043945, + 0.054727982729673386, + 0.04604172706604004, + 0.03595798835158348 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.004641236271709204 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11784815788269043, + 0.13086086511611938, + 0.031939588487148285, + 0.28114596009254456, + 0.07150211185216904, + 0.06604206562042236, + 0.08343871682882309, + 0.07300974428653717, + 0.0951559990644455, + 0.049056749790906906 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.005254269111901522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an adorable little demon with soft peach skin and a plump, toddler-like figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the demon have a short, pig-like snout and huge, dark, expressive eyes wide in awe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the demon slowly and deliberately reach out a chubby, dimpled finger to touch a large, hairy green flower bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flower bud emit a soft pulse of inner light, unfold with glowing magenta petals and bioluminescent veins, and reveal a golden core?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the blooming flower release a cloud of shimmering golden pollen that dances in the sunlight while the scene is rendered in a lush, painterly Studio Ghibli aesthetic?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298904299736023 + ], + "opposite_logprob_tokens": [ + -3.773298978805542 + ], + "logprob_reward": -0.023298904299736023, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298904299736023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1262269765138626, + 0.16536125540733337, + 0.033035267144441605, + 0.23157429695129395, + 0.04526098445057869, + 0.04464307427406311, + 0.05883318930864334, + 0.13153839111328125, + 0.10909007489681244, + 0.05443653464317322 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.023298904299736023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_8/index_tensor([6788, 6788])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_8/index_tensor([6788, 6788])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9b4799a44893172be451b68ecbdc52cc745e1be8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_8/index_tensor([6788, 6788])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a minimalist macro photography style, an extreme close-up follows a heavy iron wheel steadily and steadily as it slowly and relentlessly travels along a narrow-gauge track. The camera is held at a low, parallel angle, capturing the wheel's ponterm rotation in intimate detail. The wheel's surface is a complex tapestry of deep brown and burnt orange rust, its texture pitted and flaking. Clinging to the sticky, blackened layer of old grease near the wheel hub are tiny, matte flakes of coal dust, which shift with the subtle vibrations of the movement. With each relentless turn, the contact point on the rail below is revealed: a polished, knife-thin, gleaming line, where the immense pressure has worn the metal to a mirror-like finish, capturing a single, sharp, mirror-like highlight. This silver line contrasts starkly against the dark, weathered steel of the rest of the track. The entire scene is framed by a deeply blurred, dark background, rendered in a soft, flat bokeh that isolates the subject, creating an atmosphere of contemplation and intense concentration, and emphasizing the immense weight and history etched into the metal.", + "seed": 13262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_8/index_6788_seed_13262_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035079912398941815, + "vlm_logprob": -0.035079912398941815, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.035079912398941815, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1288665533065796 + ], + "opposite_logprob_tokens": [ + -2.128866672515869 + ], + "logprob_reward": -0.1288665533065796, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1288665533065796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20003102719783783, + 0.08432761579751968, + 0.13808581233024597, + 0.052693258970975876, + 0.03997337073087692, + 0.022951757535338402, + 0.20451781153678894, + 0.11824343353509903, + 0.06318801641464233, + 0.07598786801099777 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.1288665533065796 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651677794754505 + ], + "opposite_logprob_tokens": [ + -5.3796515464782715 + ], + "logprob_reward": -0.004651677794754505, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651677794754505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08892470598220825, + 0.052441734820604324, + 0.05518260598182678, + 0.11876649409532547, + 0.24084380269050598, + 0.06828878074884415, + 0.05832616239786148, + 0.2121853232383728, + 0.04596326872706413, + 0.05907714366912842 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.004651677794754505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635188400745392 + ], + "opposite_logprob_tokens": [ + -3.6513519287109375 + ], + "logprob_reward": -0.02635188400745392, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635188400745392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2295767366886139, + 0.05291634425520897, + 0.08353675156831741, + 0.10355891287326813, + 0.17611852288246155, + 0.05044911801815033, + 0.07237344235181808, + 0.1210993155837059, + 0.0587567463517189, + 0.05161407217383385 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.02635188400745392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194360002875328 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.014194360002875328, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194360002875328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21472489833831787, + 0.05327431857585907, + 0.036998383700847626, + 0.10759695619344711, + 0.1565731167793274, + 0.06866429001092911, + 0.0535181425511837, + 0.21926651895046234, + 0.052444953471422195, + 0.036938466131687164 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.014194360002875328 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335086883045733 + ], + "opposite_logprob_tokens": [ + -6.626335144042969 + ], + "logprob_reward": -0.001335086883045733, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335086883045733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11212790012359619, + 0.059172388166189194, + 0.05941080302000046, + 0.1196737214922905, + 0.061344996094703674, + 0.06302064657211304, + 0.08086913824081421, + 0.17258794605731964, + 0.22703856229782104, + 0.044753868132829666 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.001335086883045733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a minimalist macro photography style, an extreme close-up follows a heavy iron wheel steadily and steadily as it slowly and relentlessly travels along a narrow-gauge track. The camera is held at a low, parallel angle, capturing the wheel's ponterm rotation in intimate detail. The wheel's surface is a complex tapestry of deep brown and burnt orange rust, its texture pitted and flaking. Clinging to the sticky, blackened layer of old grease near the wheel hub are tiny, matte flakes of coal dust, which shift with the subtle vibrations of the movement. With each relentless turn, the contact point on the rail below is revealed: a polished, knife-thin, gleaming line, where the immense pressure has worn the metal to a mirror-like finish, capturing a single, sharp, mirror-like highlight. This silver line contrasts starkly against the dark, weathered steel of the rest of the track. The entire scene is framed by a deeply blurred, dark background, rendered in a soft, flat bokeh that isolates the subject, creating an atmosphere of contemplation and intense concentration, and emphasizing the immense weight and history etched into the metal.", + "seed": 13263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_8/index_6788_seed_13263_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05247709898976609, + "vlm_logprob": -0.05247709898976609, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.05247709898976609, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2047930657863617 + ], + "opposite_logprob_tokens": [ + -1.704793095588684 + ], + "logprob_reward": -0.2047930657863617, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2047930657863617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26513850688934326, + 0.11535578966140747, + 0.0993499755859375, + 0.14236022531986237, + 0.14396168291568756, + 0.09763098508119583, + 0.021340226754546165, + 0.03348032385110855, + 0.029266415163874626, + 0.05211586877703667 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.2047930657863617 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008665459230542183 + ], + "opposite_logprob_tokens": [ + -4.758665561676025 + ], + "logprob_reward": -0.008665459230542183, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008665459230542183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13228707015514374, + 0.10896100103855133, + 0.08485247939825058, + 0.22927537560462952, + 0.17571218311786652, + 0.08046554028987885, + 0.03002387471497059, + 0.043893974274396896, + 0.07576961815357208, + 0.03875884413719177 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.008665459230542183 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029816603288054466 + ], + "opposite_logprob_tokens": [ + -3.5298166275024414 + ], + "logprob_reward": -0.029816603288054466, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029816603288054466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.360786110162735, + 0.18995971977710724, + 0.06354430317878723, + 0.10244360566139221, + 0.0486706905066967, + 0.04097025468945503, + 0.061755139380693436, + 0.045033928006887436, + 0.041210565716028214, + 0.04562566429376602 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.029816603288054466 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188826739788055 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.018188826739788055, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018188826739788055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1715964823961258, + 0.10654763877391815, + 0.09011761844158173, + 0.18910552561283112, + 0.12511976063251495, + 0.07937753200531006, + 0.0466531366109848, + 0.07142475247383118, + 0.07584671676158905, + 0.0442107692360878 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.018188826739788055 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009215399040840566 + ], + "opposite_logprob_tokens": [ + -7.000921726226807 + ], + "logprob_reward": -0.0009215399040840566, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009215399040840566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2116958051919937, + 0.0636594146490097, + 0.1217130497097969, + 0.22135715186595917, + 0.11992641538381577, + 0.03580101951956749, + 0.05567925423383713, + 0.04156816378235817, + 0.05718540772795677, + 0.07141432911157608 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0009215399040840566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a minimalist macro photography style, an extreme close-up follows a heavy iron wheel steadily and steadily as it slowly and relentlessly travels along a narrow-gauge track. The camera is held at a low, parallel angle, capturing the wheel's ponterm rotation in intimate detail. The wheel's surface is a complex tapestry of deep brown and burnt orange rust, its texture pitted and flaking. Clinging to the sticky, blackened layer of old grease near the wheel hub are tiny, matte flakes of coal dust, which shift with the subtle vibrations of the movement. With each relentless turn, the contact point on the rail below is revealed: a polished, knife-thin, gleaming line, where the immense pressure has worn the metal to a mirror-like finish, capturing a single, sharp, mirror-like highlight. This silver line contrasts starkly against the dark, weathered steel of the rest of the track. The entire scene is framed by a deeply blurred, dark background, rendered in a soft, flat bokeh that isolates the subject, creating an atmosphere of contemplation and intense concentration, and emphasizing the immense weight and history etched into the metal.", + "seed": 13264, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_8/index_6788_seed_13264_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02770279876422137, + "vlm_logprob": -0.02770279876422137, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.02770279876422137, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08249460160732269 + ], + "opposite_logprob_tokens": [ + -2.5824944972991943 + ], + "logprob_reward": -0.08249460160732269, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08249460160732269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2648349106311798, + 0.08245681971311569, + 0.059657204896211624, + 0.07691225409507751, + 0.07182180881500244, + 0.04092523455619812, + 0.22771522402763367, + 0.0709778442978859, + 0.06135772913694382, + 0.04334089159965515 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.08249460160732269 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096905916929245 + ], + "opposite_logprob_tokens": [ + -4.511096954345703 + ], + "logprob_reward": -0.011096905916929245, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096905916929245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23715205490589142, + 0.12023290991783142, + 0.05779242143034935, + 0.11990337073802948, + 0.07065009325742722, + 0.03116937354207039, + 0.17017106711864471, + 0.037756312638521194, + 0.03453852981328964, + 0.12063392996788025 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.011096905916929245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058989740908146 + ], + "opposite_logprob_tokens": [ + -3.895589828491211 + ], + "logprob_reward": -0.02058989740908146, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058989740908146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14761343598365784, + 0.11373120546340942, + 0.11337623745203018, + 0.19792652130126953, + 0.09648764878511429, + 0.045203693211078644, + 0.11056485027074814, + 0.04280683025717735, + 0.05555669590830803, + 0.07673285901546478 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.02058989740908146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329017035663128 + ], + "opposite_logprob_tokens": [ + -3.7732901573181152 + ], + "logprob_reward": -0.02329017035663128, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329017035663128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2939877510070801, + 0.12024520337581635, + 0.06730333715677261, + 0.07456083595752716, + 0.07849489897489548, + 0.04544863849878311, + 0.1366794854402542, + 0.07295121997594833, + 0.03110259212553501, + 0.07922602444887161 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.02329017035663128 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010424185311421752 + ], + "opposite_logprob_tokens": [ + -6.876042366027832 + ], + "logprob_reward": -0.0010424185311421752, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010424185311421752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25550398230552673, + 0.138344407081604, + 0.044911883771419525, + 0.0561196468770504, + 0.05889211222529411, + 0.031065121293067932, + 0.3147451877593994, + 0.03416738286614418, + 0.027103720232844353, + 0.03914649784564972 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0010424185311421752 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a minimalist macro photography style, an extreme close-up follows a heavy iron wheel steadily and steadily as it slowly and relentlessly travels along a narrow-gauge track. The camera is held at a low, parallel angle, capturing the wheel's ponterm rotation in intimate detail. The wheel's surface is a complex tapestry of deep brown and burnt orange rust, its texture pitted and flaking. Clinging to the sticky, blackened layer of old grease near the wheel hub are tiny, matte flakes of coal dust, which shift with the subtle vibrations of the movement. With each relentless turn, the contact point on the rail below is revealed: a polished, knife-thin, gleaming line, where the immense pressure has worn the metal to a mirror-like finish, capturing a single, sharp, mirror-like highlight. This silver line contrasts starkly against the dark, weathered steel of the rest of the track. The entire scene is framed by a deeply blurred, dark background, rendered in a soft, flat bokeh that isolates the subject, creating an atmosphere of contemplation and intense concentration, and emphasizing the immense weight and history etched into the metal.", + "seed": 13265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_8/index_6788_seed_13265_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07724949009716511, + "vlm_logprob": -0.07724949009716511, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.07724949009716511, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3146856129169464 + ], + "opposite_logprob_tokens": [ + -1.314685583114624 + ], + "logprob_reward": -0.3146856129169464, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3146856129169464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4236396849155426, + 0.07667682319879532, + 0.06275276094675064, + 0.08063516020774841, + 0.06164766475558281, + 0.043989427387714386, + 0.06294935196638107, + 0.10541084408760071, + 0.026808379217982292, + 0.05548994988203049 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.3146856129169464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018209779635071754 + ], + "opposite_logprob_tokens": [ + -4.018209934234619 + ], + "logprob_reward": -0.018209779635071754, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018209779635071754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24571672081947327, + 0.13231956958770752, + 0.07221508771181107, + 0.12051250040531158, + 0.026644481346011162, + 0.04279438033699989, + 0.06603560596704483, + 0.20421770215034485, + 0.024975009262561798, + 0.06456900388002396 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.018209779635071754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811221942305565 + ], + "opposite_logprob_tokens": [ + -3.288112163543701 + ], + "logprob_reward": -0.03811221942305565, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811221942305565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19793415069580078, + 0.0540483221411705, + 0.04712825268507004, + 0.07238469272851944, + 0.040983349084854126, + 0.0473385788500309, + 0.04830442741513252, + 0.4303429126739502, + 0.026171458885073662, + 0.03536388650536537 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.03811221942305565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197062700986862 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014197062700986862, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197062700986862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17560940980911255, + 0.08041496574878693, + 0.14739945530891418, + 0.04925049468874931, + 0.1001410037279129, + 0.04058045521378517, + 0.046801142394542694, + 0.28684741258621216, + 0.027944063767790794, + 0.04501156881451607 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.014197062700986862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a heavy iron wheel traveling along a narrow-gauge track?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wheel's surface covered in deep brown and burnt orange rust with a pitted, flaking texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny, matte flakes of coal dust visible clinging to the wheel hub area?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a polished, knife-thin, gleaming silver line visible on the rail where the wheel contacts it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera held at a low, parallel angle with a deeply blurred, dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001042775809764862 + ], + "opposite_logprob_tokens": [ + -6.87604284286499 + ], + "logprob_reward": -0.001042775809764862, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001042775809764862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4419090151786804, + 0.11084610223770142, + 0.06241355463862419, + 0.06143781170248985, + 0.048148978501558304, + 0.05483623221516609, + 0.06222144514322281, + 0.07336103916168213, + 0.03818226233124733, + 0.04664357379078865 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.001042775809764862 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_9/index_tensor([4026, 4026])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_9/index_tensor([4026, 4026])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b4f2741fba61992a5650deb8860eb78aa4c43b3b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_9/index_tensor([4026, 4026])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a world composed entirely of low-polygons, a static medium shot, taken from a horizontal angle, focuses on a stylishly dressed young man of Russian descent. He has short, geometric blond hair, formed from simple planes, and a sharply angular face. He wears a dark gray turtleneck sweater, topped by a sleek, slim-fitting black jacket. He stands at a black table, also constructed from polygons, leaning slightly forward, his expression focused and calm. A bright, hard, cold light streams in from a large, geometric window to the side, casting contrasting, simple blocks of color on his geometric face and body, highlighting their three-dimensional structure. In his right hand, he holds a neatly folded white rag, composed of several flat surfaces, and methodically wipes it linearly along the table's smooth black surface. His movements are steady and deliberate, each stroke adding a purer sheen to the polygonal surface. The background is a minimalist interior space, with walls and floors made up of huge triangular and quadrilateral planes of different grayscales. The whole scene presents a surreal and tranquil atmosphere with a strong sense of design in the calm and focused movements.", + "seed": 27166, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_9/index_4026_seed_27166_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04882553610950709, + "vlm_logprob": -0.04882553610950709, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.04882553610950709, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08546561002731323 + ], + "opposite_logprob_tokens": [ + -2.710465669631958 + ], + "logprob_reward": -0.08546561002731323, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08546561002731323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12537817656993866, + 0.1977987289428711, + 0.039379630237817764, + 0.07668225467205048, + 0.04913369566202164, + 0.04391610249876976, + 0.0249802116304636, + 0.02081785723567009, + 0.30116793513298035, + 0.1207454726099968 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.08546561002731323 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085142269730568 + ], + "opposite_logprob_tokens": [ + -4.141085147857666 + ], + "logprob_reward": -0.016085142269730568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085142269730568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12910397350788116, + 0.08729399740695953, + 0.03056618757545948, + 0.04721474274992943, + 0.050324492156505585, + 0.017623817548155785, + 0.010672192089259624, + 0.02020994946360588, + 0.5698222517967224, + 0.03716833516955376 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.016085142269730568 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638749830424786 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638749830424786, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638749830424786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09055030345916748, + 0.14304494857788086, + 0.04810367524623871, + 0.0244796983897686, + 0.17253518104553223, + 0.0461234487593174, + 0.00793483853340149, + 0.016205182299017906, + 0.4138336479663849, + 0.037189118564128876 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.008638749830424786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495666712522507 + ], + "opposite_logprob_tokens": [ + -2.9299566745758057 + ], + "logprob_reward": -0.05495666712522507, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495666712522507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17637300491333008, + 0.13832210004329681, + 0.11575009673833847, + 0.05545338615775108, + 0.02948766015470028, + 0.1355176717042923, + 0.10566797852516174, + 0.021093443036079407, + 0.18526220321655273, + 0.03707248345017433 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.05495666712522507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898151129484177 + ], + "opposite_logprob_tokens": [ + -2.578981399536133 + ], + "logprob_reward": -0.07898151129484177, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898151129484177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060613106936216354, + 0.02694021724164486, + 0.025884713977575302, + 0.01978459767997265, + 0.08413491398096085, + 0.01870100013911724, + 0.02820979803800583, + 0.02269643358886242, + 0.6924285292625427, + 0.020606741309165955 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.07898151129484177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a world composed entirely of low-polygons, a static medium shot, taken from a horizontal angle, focuses on a stylishly dressed young man of Russian descent. He has short, geometric blond hair, formed from simple planes, and a sharply angular face. He wears a dark gray turtleneck sweater, topped by a sleek, slim-fitting black jacket. He stands at a black table, also constructed from polygons, leaning slightly forward, his expression focused and calm. A bright, hard, cold light streams in from a large, geometric window to the side, casting contrasting, simple blocks of color on his geometric face and body, highlighting their three-dimensional structure. In his right hand, he holds a neatly folded white rag, composed of several flat surfaces, and methodically wipes it linearly along the table's smooth black surface. His movements are steady and deliberate, each stroke adding a purer sheen to the polygonal surface. The background is a minimalist interior space, with walls and floors made up of huge triangular and quadrilateral planes of different grayscales. The whole scene presents a surreal and tranquil atmosphere with a strong sense of design in the calm and focused movements.", + "seed": 27167, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_9/index_4026_seed_27167_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.044965258333832026, + "vlm_logprob": -0.044965258333832026, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.044965258333832026, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.060843270272016525 + ], + "opposite_logprob_tokens": [ + -3.0608432292938232 + ], + "logprob_reward": -0.060843270272016525, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.060843270272016525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15079174935817719, + 0.12555377185344696, + 0.146137997508049, + 0.045824091881513596, + 0.040419548749923706, + 0.04001446068286896, + 0.1021762415766716, + 0.27157294750213623, + 0.05259423330426216, + 0.02491498738527298 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.060843270272016525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595793966203928 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.00595793966203928, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595793966203928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3308787941932678, + 0.2804268002510071, + 0.0939631387591362, + 0.0547010637819767, + 0.02901720069348812, + 0.02773265913128853, + 0.06505173444747925, + 0.05578380450606346, + 0.027048740535974503, + 0.03539608418941498 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00595793966203928 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046355403028428555 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.0046355403028428555, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046355403028428555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2848762571811676, + 0.12256836891174316, + 0.2283191978931427, + 0.08798310160636902, + 0.016297465190291405, + 0.07371257245540619, + 0.015772538259625435, + 0.11439742147922516, + 0.039903342723846436, + 0.01616980880498886 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0046355403028428555 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704648077487946 + ], + "opposite_logprob_tokens": [ + -2.127046585083008 + ], + "logprob_reward": -0.12704648077487946, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704648077487946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19196587800979614, + 0.12650571763515472, + 0.2256886214017868, + 0.13803823292255402, + 0.032546721398830414, + 0.021551670506596565, + 0.030680112540721893, + 0.11678087711334229, + 0.10015656799077988, + 0.016085606068372726 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.12704648077487946 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634306065738201 + ], + "opposite_logprob_tokens": [ + -3.6513431072235107 + ], + "logprob_reward": -0.02634306065738201, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634306065738201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28607404232025146, + 0.08633887767791748, + 0.1661069095134735, + 0.08843369781970978, + 0.03437358886003494, + 0.05713406205177307, + 0.08257383853197098, + 0.1338459849357605, + 0.038765329867601395, + 0.0263536274433136 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.02634306065738201 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a world composed entirely of low-polygons, a static medium shot, taken from a horizontal angle, focuses on a stylishly dressed young man of Russian descent. He has short, geometric blond hair, formed from simple planes, and a sharply angular face. He wears a dark gray turtleneck sweater, topped by a sleek, slim-fitting black jacket. He stands at a black table, also constructed from polygons, leaning slightly forward, his expression focused and calm. A bright, hard, cold light streams in from a large, geometric window to the side, casting contrasting, simple blocks of color on his geometric face and body, highlighting their three-dimensional structure. In his right hand, he holds a neatly folded white rag, composed of several flat surfaces, and methodically wipes it linearly along the table's smooth black surface. His movements are steady and deliberate, each stroke adding a purer sheen to the polygonal surface. The background is a minimalist interior space, with walls and floors made up of huge triangular and quadrilateral planes of different grayscales. The whole scene presents a surreal and tranquil atmosphere with a strong sense of design in the calm and focused movements.", + "seed": 27168, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_9/index_4026_seed_27168_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08966026082634926, + "vlm_logprob": -0.08966026082634926, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.08966026082634926, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18872100114822388 + ], + "opposite_logprob_tokens": [ + -1.813720941543579 + ], + "logprob_reward": -0.18872100114822388, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18872100114822388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39616653323173523, + 0.12397743761539459, + 0.04876773804426193, + 0.12708145380020142, + 0.07215555757284164, + 0.0767279863357544, + 0.02489641308784485, + 0.06232614070177078, + 0.039255667477846146, + 0.028645027428865433 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.18872100114822388 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029815562069416046 + ], + "opposite_logprob_tokens": [ + -3.529815673828125 + ], + "logprob_reward": -0.029815562069416046, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029815562069416046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4175063669681549, + 0.11447757482528687, + 0.09613464772701263, + 0.07825583219528198, + 0.02376168966293335, + 0.09720353037118912, + 0.04282136261463165, + 0.05425048992037773, + 0.032823596149683, + 0.042764924466609955 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.029815562069416046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634131908416748 + ], + "opposite_logprob_tokens": [ + -3.651341438293457 + ], + "logprob_reward": -0.02634131908416748, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634131908416748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3549082577228546, + 0.09355427324771881, + 0.07565952092409134, + 0.07677004486322403, + 0.05383294075727463, + 0.1614992320537567, + 0.03358788788318634, + 0.04992987960577011, + 0.061150964349508286, + 0.03910701349377632 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.02634131908416748 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603596806526184 + ], + "opposite_logprob_tokens": [ + -1.9103596210479736 + ], + "logprob_reward": -0.1603596806526184, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603596806526184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2077564150094986, + 0.08851771801710129, + 0.14756666123867035, + 0.054516393691301346, + 0.04376485198736191, + 0.17391732335090637, + 0.09934110939502716, + 0.04640379548072815, + 0.0761089026927948, + 0.062106769531965256 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.1603596806526184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306374117732048 + ], + "opposite_logprob_tokens": [ + -3.1680636405944824 + ], + "logprob_reward": -0.04306374117732048, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306374117732048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17700013518333435, + 0.1125800833106041, + 0.08282989263534546, + 0.1317155361175537, + 0.06749784201383591, + 0.09965278208255768, + 0.09143903106451035, + 0.05778391659259796, + 0.12843991816043854, + 0.05106088146567345 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.04306374117732048 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a world composed entirely of low-polygons, a static medium shot, taken from a horizontal angle, focuses on a stylishly dressed young man of Russian descent. He has short, geometric blond hair, formed from simple planes, and a sharply angular face. He wears a dark gray turtleneck sweater, topped by a sleek, slim-fitting black jacket. He stands at a black table, also constructed from polygons, leaning slightly forward, his expression focused and calm. A bright, hard, cold light streams in from a large, geometric window to the side, casting contrasting, simple blocks of color on his geometric face and body, highlighting their three-dimensional structure. In his right hand, he holds a neatly folded white rag, composed of several flat surfaces, and methodically wipes it linearly along the table's smooth black surface. His movements are steady and deliberate, each stroke adding a purer sheen to the polygonal surface. The background is a minimalist interior space, with walls and floors made up of huge triangular and quadrilateral planes of different grayscales. The whole scene presents a surreal and tranquil atmosphere with a strong sense of design in the calm and focused movements.", + "seed": 27169, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000228/group_9/index_4026_seed_27169_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03873016759753227, + "vlm_logprob": -0.03873016759753227, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03873016759753227, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09635923057794571 + ], + "opposite_logprob_tokens": [ + -2.5963592529296875 + ], + "logprob_reward": -0.09635923057794571, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09635923057794571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40032729506492615, + 0.14433154463768005, + 0.05637289211153984, + 0.07654062658548355, + 0.04978001490235329, + 0.032992515712976456, + 0.03328045457601547, + 0.08043833076953888, + 0.07237674295902252, + 0.05355948582291603 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.09635923057794571 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961612798273563 + ], + "opposite_logprob_tokens": [ + -5.1309614181518555 + ], + "logprob_reward": -0.005961612798273563, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961612798273563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3435437083244324, + 0.1779785305261612, + 0.04825263470411301, + 0.055363718420267105, + 0.05924231931567192, + 0.034399133175611496, + 0.032526370137929916, + 0.06290123611688614, + 0.1183914765715599, + 0.06740077584981918 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.005961612798273563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525094848126173 + ], + "opposite_logprob_tokens": [ + -5.255250930786133 + ], + "logprob_reward": -0.00525094848126173, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525094848126173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25787320733070374, + 0.1410147100687027, + 0.0829547569155693, + 0.09597356617450714, + 0.14429980516433716, + 0.047899212688207626, + 0.031147224828600883, + 0.10960716009140015, + 0.03252154216170311, + 0.05670880898833275 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.00525094848126173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001537084579468 + ], + "opposite_logprob_tokens": [ + -2.6950154304504395 + ], + "logprob_reward": -0.07001537084579468, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001537084579468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20842653512954712, + 0.3221564292907715, + 0.06526938080787659, + 0.061819080263376236, + 0.05554565414786339, + 0.06766033917665482, + 0.05065509304404259, + 0.03561796620488167, + 0.08626251667737961, + 0.04658700153231621 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.07001537084579468 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the entire scene rendered in a low-polygon style with visible geometric planes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with short geometric blond hair and a sharply angular face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark gray turtleneck sweater under a sleek black jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a white rag and wiping it linearly along a black table surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static in a medium shot taken from a horizontal angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606367528438568 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.01606367528438568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606367528438568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37148967385292053, + 0.16176831722259521, + 0.07515927404165268, + 0.03977840393781662, + 0.04374775290489197, + 0.046775903552770615, + 0.045315347611904144, + 0.06428264826536179, + 0.09234283864498138, + 0.05933980271220207 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.01606367528438568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_0/index_tensor([9974, 9974])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_0/index_tensor([9974, 9974])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..49727739a8d6bc059c9ff51c7ad86e81169588d8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_0/index_tensor([9974, 9974])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady medium shot, shot from a low angle, focuses on a majestic, adult male lion, perched atop a massive, rough, gray granite mass. The intense afternoon sun beats down, scorching the rock. The strong, direct light accentuates the lion's muscular features and casts deep shadows. The lion crouches low, his broad shoulders and powerful forelimbs firmly supporting him. Beneath his healthy, sandy-colored fur, every muscle is taut and visible, brimming with power poised for action. His thick, shaggy mane, gradating from dark brown to golden, shimmers with a dazzling halo in the strong sunlight. His amber eyes gaze piercingly into the distance, his ears tilted slightly back to pick up the slightest sound. The black fur at the end of his tail remains almost still, only twitching imperceptibly at the tip, a sign of extreme alertness. The backdrop is the vast African savannah, where golden hay sways gently in the breeze, and a few acacia trees in the distance appear blurred by the steaming heat. The entire picture, with its warm tones and strong contrasts of light and dark, creates an atmosphere of pristine, majestic, and potentially dangerous tranquility, perfectly capturing the absolute dominance of this king of the savannah over his territory.", + "seed": 5757, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_0/index_9974_seed_5757_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14863839857280253, + "vlm_logprob": -0.14863839857280253, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.14863839857280253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10753775388002396 + ], + "opposite_logprob_tokens": [ + -2.3575377464294434 + ], + "logprob_reward": -0.10753775388002396, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10753775388002396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13835451006889343, + 0.14568020403385162, + 0.06528793275356293, + 0.11046286672353745, + 0.05484835058450699, + 0.11109591275453568, + 0.0422467403113842, + 0.151912122964859, + 0.10503724962472916, + 0.07507409155368805 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.10753775388002396 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576166033744812 + ], + "opposite_logprob_tokens": [ + -0.826166033744812 + ], + "logprob_reward": -0.576166033744812, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576166033744812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11227572709321976, + 0.20652803778648376, + 0.04164183512330055, + 0.09378630667924881, + 0.04212214797735214, + 0.017498064786195755, + 0.06618878990411758, + 0.15251441299915314, + 0.222962886095047, + 0.04448173567652702 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.576166033744812 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636268176138401 + ], + "opposite_logprob_tokens": [ + -3.651362657546997 + ], + "logprob_reward": -0.02636268176138401, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636268176138401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1602386087179184, + 0.0936383306980133, + 0.03701860457658768, + 0.1319090574979782, + 0.06202005222439766, + 0.03878101706504822, + 0.03483818098902702, + 0.21892938017845154, + 0.1968775987625122, + 0.02574925310909748 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.02636268176138401 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585225895047188 + ], + "opposite_logprob_tokens": [ + -3.895585298538208 + ], + "logprob_reward": -0.020585225895047188, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585225895047188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20224624872207642, + 0.06390226632356644, + 0.09150005877017975, + 0.18898551166057587, + 0.08763197064399719, + 0.1111774668097496, + 0.08357751369476318, + 0.07121753692626953, + 0.06760551780462265, + 0.03215587139129639 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.020585225895047188 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540297582745552 + ], + "opposite_logprob_tokens": [ + -4.387540340423584 + ], + "logprob_reward": -0.012540297582745552, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540297582745552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16856908798217773, + 0.09536968171596527, + 0.07785148173570633, + 0.10528763383626938, + 0.09437529742717743, + 0.10315331816673279, + 0.09565839916467667, + 0.10884176939725876, + 0.09518947452306747, + 0.05570386350154877 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.012540297582745552 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a low angle, focuses on a majestic, adult male lion, perched atop a massive, rough, gray granite mass. The intense afternoon sun beats down, scorching the rock. The strong, direct light accentuates the lion's muscular features and casts deep shadows. The lion crouches low, his broad shoulders and powerful forelimbs firmly supporting him. Beneath his healthy, sandy-colored fur, every muscle is taut and visible, brimming with power poised for action. His thick, shaggy mane, gradating from dark brown to golden, shimmers with a dazzling halo in the strong sunlight. His amber eyes gaze piercingly into the distance, his ears tilted slightly back to pick up the slightest sound. The black fur at the end of his tail remains almost still, only twitching imperceptibly at the tip, a sign of extreme alertness. The backdrop is the vast African savannah, where golden hay sways gently in the breeze, and a few acacia trees in the distance appear blurred by the steaming heat. The entire picture, with its warm tones and strong contrasts of light and dark, creates an atmosphere of pristine, majestic, and potentially dangerous tranquility, perfectly capturing the absolute dominance of this king of the savannah over his territory.", + "seed": 5758, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_0/index_9974_seed_5758_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3876554436981678, + "vlm_logprob": -0.3876554436981678, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.3876554436981678, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07275109738111496 + ], + "opposite_logprob_tokens": [ + -2.822751045227051 + ], + "logprob_reward": -0.07275109738111496, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07275109738111496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13861215114593506, + 0.1783023476600647, + 0.06938619166612625, + 0.04503205418586731, + 0.0472581572830677, + 0.09676622599363327, + 0.10483556985855103, + 0.2556987404823303, + 0.034504033625125885, + 0.02960449829697609 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.07275109738111496 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.804863691329956 + ], + "opposite_logprob_tokens": [ + -0.17986366152763367 + ], + "logprob_reward": -1.804863691329956, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.804863691329956, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20971427857875824, + 0.1506955623626709, + 0.1152937188744545, + 0.08446335047483444, + 0.1846771389245987, + 0.042371317744255066, + 0.058406442403793335, + 0.05658557638525963, + 0.049565043300390244, + 0.048227593302726746 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -1.804863691329956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026387181133031845 + ], + "opposite_logprob_tokens": [ + -3.6513872146606445 + ], + "logprob_reward": -0.026387181133031845, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026387181133031845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21564970910549164, + 0.11586116999387741, + 0.13876724243164062, + 0.07653601467609406, + 0.16662997007369995, + 0.0444270521402359, + 0.06412705779075623, + 0.07485471665859222, + 0.05024981498718262, + 0.05289723724126816 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.026387181133031845 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081271693110466 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.016081271693110466, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081271693110466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20944418013095856, + 0.09873531013727188, + 0.16950158774852753, + 0.14009658992290497, + 0.11139693111181259, + 0.06374640017747879, + 0.05294543504714966, + 0.07260437309741974, + 0.04040126875042915, + 0.04112793877720833 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.016081271693110466 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819397695362568 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819397695362568, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819397695362568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27060991525650024, + 0.0580928660929203, + 0.10418007522821426, + 0.0854276716709137, + 0.1607533097267151, + 0.06521065533161163, + 0.0580059252679348, + 0.104893259704113, + 0.04792974516749382, + 0.04489661753177643 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.01819397695362568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a low angle, focuses on a majestic, adult male lion, perched atop a massive, rough, gray granite mass. The intense afternoon sun beats down, scorching the rock. The strong, direct light accentuates the lion's muscular features and casts deep shadows. The lion crouches low, his broad shoulders and powerful forelimbs firmly supporting him. Beneath his healthy, sandy-colored fur, every muscle is taut and visible, brimming with power poised for action. His thick, shaggy mane, gradating from dark brown to golden, shimmers with a dazzling halo in the strong sunlight. His amber eyes gaze piercingly into the distance, his ears tilted slightly back to pick up the slightest sound. The black fur at the end of his tail remains almost still, only twitching imperceptibly at the tip, a sign of extreme alertness. The backdrop is the vast African savannah, where golden hay sways gently in the breeze, and a few acacia trees in the distance appear blurred by the steaming heat. The entire picture, with its warm tones and strong contrasts of light and dark, creates an atmosphere of pristine, majestic, and potentially dangerous tranquility, perfectly capturing the absolute dominance of this king of the savannah over his territory.", + "seed": 5759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_0/index_9974_seed_5759_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.056596741126850245, + "vlm_logprob": -0.056596741126850245, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.056596741126850245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06150004640221596 + ], + "opposite_logprob_tokens": [ + -2.936500072479248 + ], + "logprob_reward": -0.06150004640221596, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06150004640221596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29633915424346924, + 0.08994632214307785, + 0.05803995952010155, + 0.08209551870822906, + 0.08771266043186188, + 0.07009243220090866, + 0.10418445616960526, + 0.07824084162712097, + 0.07594483345746994, + 0.05740382522344589 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.06150004640221596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159323513507843 + ], + "opposite_logprob_tokens": [ + -1.701593279838562 + ], + "logprob_reward": -0.20159323513507843, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159323513507843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32609403133392334, + 0.14208082854747772, + 0.040109697729349136, + 0.16839618980884552, + 0.05666280537843704, + 0.023462466895580292, + 0.059324707835912704, + 0.05693840608000755, + 0.08514997363090515, + 0.04178093373775482 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.20159323513507843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638058625161648 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.007638058625161648, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638058625161648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40343600511550903, + 0.06502865999937057, + 0.11894204467535019, + 0.12239725887775421, + 0.08159106224775314, + 0.021883344277739525, + 0.052640173584222794, + 0.044290050864219666, + 0.027825336903333664, + 0.06196608394384384 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.007638058625161648 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637804538011551 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008637804538011551, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637804538011551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2138209342956543, + 0.04576307162642479, + 0.05683247745037079, + 0.07839646190404892, + 0.12332908064126968, + 0.04857691749930382, + 0.09848538041114807, + 0.2578001618385315, + 0.03810581937432289, + 0.03888978064060211 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.008637804538011551 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.335885614156723, + 0.095026895403862, + 0.036237865686416626, + 0.18089692294597626, + 0.0668235495686531, + 0.03464435040950775, + 0.06599858403205872, + 0.08109504729509354, + 0.046601466834545135, + 0.05678974464535713 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0036145609337836504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a low angle, focuses on a majestic, adult male lion, perched atop a massive, rough, gray granite mass. The intense afternoon sun beats down, scorching the rock. The strong, direct light accentuates the lion's muscular features and casts deep shadows. The lion crouches low, his broad shoulders and powerful forelimbs firmly supporting him. Beneath his healthy, sandy-colored fur, every muscle is taut and visible, brimming with power poised for action. His thick, shaggy mane, gradating from dark brown to golden, shimmers with a dazzling halo in the strong sunlight. His amber eyes gaze piercingly into the distance, his ears tilted slightly back to pick up the slightest sound. The black fur at the end of his tail remains almost still, only twitching imperceptibly at the tip, a sign of extreme alertness. The backdrop is the vast African savannah, where golden hay sways gently in the breeze, and a few acacia trees in the distance appear blurred by the steaming heat. The entire picture, with its warm tones and strong contrasts of light and dark, creates an atmosphere of pristine, majestic, and potentially dangerous tranquility, perfectly capturing the absolute dominance of this king of the savannah over his territory.", + "seed": 5760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_0/index_9974_seed_5760_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0426059503108263, + "vlm_logprob": -0.0426059503108263, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.0426059503108263, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.041219331324100494 + ], + "opposite_logprob_tokens": [ + -3.4162192344665527 + ], + "logprob_reward": -0.041219331324100494, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.041219331324100494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2764958441257477, + 0.14145515859127045, + 0.10670258849859238, + 0.04190170392394066, + 0.06772506237030029, + 0.08770442754030228, + 0.0976787880063057, + 0.07841851562261581, + 0.04331367090344429, + 0.05860421806573868 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.041219331324100494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285233616828918 + ], + "opposite_logprob_tokens": [ + -2.017852306365967 + ], + "logprob_reward": -0.14285233616828918, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285233616828918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14701353013515472, + 0.10186177492141724, + 0.15427398681640625, + 0.028124604374170303, + 0.04540801793336868, + 0.048848289996385574, + 0.1932382881641388, + 0.21018074452877045, + 0.03229190781712532, + 0.03875884413719177 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.14285233616828918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636283989995718 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636283989995718, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636283989995718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21680143475532532, + 0.16810661554336548, + 0.1949280947446823, + 0.04617835581302643, + 0.07680076360702515, + 0.06214327737689018, + 0.10782594233751297, + 0.0694030374288559, + 0.024236131459474564, + 0.03357634320855141 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.007636283989995718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160689540207386 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160689540207386, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160689540207386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26536133885383606, + 0.18539267778396606, + 0.07888930290937424, + 0.032735228538513184, + 0.12103721499443054, + 0.09541743248701096, + 0.1133628562092781, + 0.04070292413234711, + 0.04238235205411911, + 0.024718688800930977 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0160689540207386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male lion perched on a massive rough gray granite mass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lion crouching low with visible taut muscles and a thick shaggy mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast African savannah with swaying golden hay and blurred acacia trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by intense afternoon sun creating strong direct light and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252846051007509 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252846051007509, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252846051007509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3124839961528778, + 0.11327315121889114, + 0.06084170937538147, + 0.044853147119283676, + 0.09225348383188248, + 0.08863101899623871, + 0.07510140538215637, + 0.10809853672981262, + 0.04859577491879463, + 0.05586780980229378 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.005252846051007509 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_1/index_tensor([5594, 5594])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_1/index_tensor([5594, 5594])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ff2af4051a00c1bbf011fd8f5ef8f8aba97062f5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_1/index_tensor([5594, 5594])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot captured from a low angle, the camera moves in a slow, arcing motion around the subject, capturing the full scope of the action. At the center of the frame, Sun Wukong, clad in intricately carved golden chain mail, wields his gleaming, metallic Ruyi Jingu Bang with explosive force. He wears a phoenix-winged, purple-gold crown, and two slender pheasant feathers trace graceful arcs through the air with his swift movements. His golden hair is distinctly distinct, and his fiery eyes blaze brightly against a face of resolute focus. He lowers his weight, his legs in a firm lunge, his hands gripping the club tightly. In a swift, fluid arc, he sweeps from rear right to front left, his powerful force sending his body spinning half a circle. The end of the club leaves a dazzling golden motion blur in the air. The entire scene is set on the broken stone steps of a celestial palace suspended above a sea of clouds, against a backdrop of swirling dark red storm clouds. Several sacred golden beams pierce the clouds, creating a striking contrast of light and shadow, gilding his golden armor with a sharp edge of light. This exquisite 3D animation is reflected in the highlights of each armor plate, the golden energy particles stirred up by the swing of the golden cudgel, and the fine stone debris flying around, creating an epic atmosphere full of power and battle tension.", + "seed": 3394, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_1/index_5594_seed_3394_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0378939519636333, + "vlm_logprob": -0.0378939519636333, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.0378939519636333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11743859201669693 + ], + "opposite_logprob_tokens": [ + -2.242438554763794 + ], + "logprob_reward": -0.11743859201669693, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11743859201669693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04674332216382027, + 0.07488230615854263, + 0.04258177801966667, + 0.16874045133590698, + 0.2877594530582428, + 0.11187857389450073, + 0.05391773208975792, + 0.07615486532449722, + 0.08454038947820663, + 0.05280113220214844 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.11743859201669693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006764725316315889 + ], + "opposite_logprob_tokens": [ + -5.006764888763428 + ], + "logprob_reward": -0.006764725316315889, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006764725316315889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0828162431716919, + 0.05860055983066559, + 0.04147019982337952, + 0.18133917450904846, + 0.0980590283870697, + 0.09629259258508682, + 0.05726978927850723, + 0.09272385388612747, + 0.0885499119758606, + 0.20287863910198212 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.006764725316315889 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038110267370939255 + ], + "opposite_logprob_tokens": [ + -3.2881102561950684 + ], + "logprob_reward": -0.038110267370939255, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038110267370939255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15646648406982422, + 0.07895945012569427, + 0.11776552349328995, + 0.057758137583732605, + 0.19883538782596588, + 0.05554351955652237, + 0.0481703020632267, + 0.04566320404410362, + 0.0831085592508316, + 0.1577293872833252 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.038110267370939255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108358334749937 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.01108358334749937, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108358334749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15256398916244507, + 0.053386140614748, + 0.10797172784805298, + 0.1739010363817215, + 0.12512090802192688, + 0.0941695049405098, + 0.032624103128910065, + 0.05108944699168205, + 0.06260430812835693, + 0.14656884968280792 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.01108358334749937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607259176671505 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607259176671505, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607259176671505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15871448814868927, + 0.02903110347688198, + 0.046568673104047775, + 0.07939641177654266, + 0.06994850933551788, + 0.16517497599124908, + 0.03824939578771591, + 0.06136925518512726, + 0.07102369517087936, + 0.28052350878715515 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.01607259176671505 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot captured from a low angle, the camera moves in a slow, arcing motion around the subject, capturing the full scope of the action. At the center of the frame, Sun Wukong, clad in intricately carved golden chain mail, wields his gleaming, metallic Ruyi Jingu Bang with explosive force. He wears a phoenix-winged, purple-gold crown, and two slender pheasant feathers trace graceful arcs through the air with his swift movements. His golden hair is distinctly distinct, and his fiery eyes blaze brightly against a face of resolute focus. He lowers his weight, his legs in a firm lunge, his hands gripping the club tightly. In a swift, fluid arc, he sweeps from rear right to front left, his powerful force sending his body spinning half a circle. The end of the club leaves a dazzling golden motion blur in the air. The entire scene is set on the broken stone steps of a celestial palace suspended above a sea of clouds, against a backdrop of swirling dark red storm clouds. Several sacred golden beams pierce the clouds, creating a striking contrast of light and shadow, gilding his golden armor with a sharp edge of light. This exquisite 3D animation is reflected in the highlights of each armor plate, the golden energy particles stirred up by the swing of the golden cudgel, and the fine stone debris flying around, creating an epic atmosphere full of power and battle tension.", + "seed": 3395, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_1/index_5594_seed_3395_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.035757790226489304, + "vlm_logprob": -0.035757790226489304, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.035757790226489304, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10676387697458267 + ], + "opposite_logprob_tokens": [ + -2.3567638397216797 + ], + "logprob_reward": -0.10676387697458267, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10676387697458267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12534253299236298, + 0.04378445819020271, + 0.040895331650972366, + 0.11067439615726471, + 0.42211270332336426, + 0.06205587461590767, + 0.05688861757516861, + 0.046736180782318115, + 0.048080042004585266, + 0.043429795652627945 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.10676387697458267 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006763067562133074 + ], + "opposite_logprob_tokens": [ + -5.006762981414795 + ], + "logprob_reward": -0.006763067562133074, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006763067562133074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11690361797809601, + 0.0619032122194767, + 0.06096728891134262, + 0.08487868309020996, + 0.1257222592830658, + 0.08818349987268448, + 0.0815797820687294, + 0.07737164944410324, + 0.23150597512722015, + 0.07098404318094254 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.006763067562133074 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038108088076114655 + ], + "opposite_logprob_tokens": [ + -3.2881081104278564 + ], + "logprob_reward": -0.038108088076114655, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038108088076114655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10725432634353638, + 0.06569473445415497, + 0.04623381420969963, + 0.054822348058223724, + 0.2743351459503174, + 0.04767582565546036, + 0.07146816700696945, + 0.10738073289394379, + 0.14249426126480103, + 0.08264070749282837 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.038108088076114655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075875610113144 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016075875610113144, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075875610113144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1700090765953064, + 0.08037454634904861, + 0.10184569656848907, + 0.13629059493541718, + 0.11265531182289124, + 0.0708795040845871, + 0.11851129680871964, + 0.055425480008125305, + 0.07495038211345673, + 0.07905814796686172 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.016075875610113144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078042909502983 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.011078042909502983, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078042909502983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10417001694440842, + 0.05511047691106796, + 0.034300196915864944, + 0.049085408449172974, + 0.09346302598714828, + 0.090056873857975, + 0.08226337283849716, + 0.08671651035547256, + 0.3638048470020294, + 0.041029300540685654 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.011078042909502983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot captured from a low angle, the camera moves in a slow, arcing motion around the subject, capturing the full scope of the action. At the center of the frame, Sun Wukong, clad in intricately carved golden chain mail, wields his gleaming, metallic Ruyi Jingu Bang with explosive force. He wears a phoenix-winged, purple-gold crown, and two slender pheasant feathers trace graceful arcs through the air with his swift movements. His golden hair is distinctly distinct, and his fiery eyes blaze brightly against a face of resolute focus. He lowers his weight, his legs in a firm lunge, his hands gripping the club tightly. In a swift, fluid arc, he sweeps from rear right to front left, his powerful force sending his body spinning half a circle. The end of the club leaves a dazzling golden motion blur in the air. The entire scene is set on the broken stone steps of a celestial palace suspended above a sea of clouds, against a backdrop of swirling dark red storm clouds. Several sacred golden beams pierce the clouds, creating a striking contrast of light and shadow, gilding his golden armor with a sharp edge of light. This exquisite 3D animation is reflected in the highlights of each armor plate, the golden energy particles stirred up by the swing of the golden cudgel, and the fine stone debris flying around, creating an epic atmosphere full of power and battle tension.", + "seed": 3396, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_1/index_5594_seed_3396_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04226445052772761, + "vlm_logprob": -0.04226445052772761, + "vlm_yes_no_margin": 3.8499999761581423, + "vlm_token_credit": -0.04226445052772761, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14920316636562347 + ], + "opposite_logprob_tokens": [ + -2.024203062057495 + ], + "logprob_reward": -0.14920316636562347, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14920316636562347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21755261719226837, + 0.11045979708433151, + 0.20396767556667328, + 0.07525505870580673, + 0.09720755368471146, + 0.04685293510556221, + 0.03217272087931633, + 0.052031513303518295, + 0.09145917743444443, + 0.07304097712039948 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.14920316636562347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008671367540955544 + ], + "opposite_logprob_tokens": [ + -4.758671283721924 + ], + "logprob_reward": -0.008671367540955544, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008671367540955544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08793996274471283, + 0.09215462952852249, + 0.23738865554332733, + 0.12211935222148895, + 0.0951012372970581, + 0.1268959492444992, + 0.032586704939603806, + 0.03249383345246315, + 0.06286868453025818, + 0.11045099049806595 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.008671367540955544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337178111076355 + ], + "opposite_logprob_tokens": [ + -3.4087178707122803 + ], + "logprob_reward": -0.0337178111076355, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337178111076355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11909237504005432, + 0.2757737934589386, + 0.2063688039779663, + 0.10574645549058914, + 0.07095485180616379, + 0.07425346970558167, + 0.037041597068309784, + 0.02299255132675171, + 0.05529940873384476, + 0.03247668966650963 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0337178111076355 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865045003592968 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.00865045003592968, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865045003592968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10560599714517593, + 0.09404712915420532, + 0.11431194841861725, + 0.19104363024234772, + 0.05937380716204643, + 0.14341548085212708, + 0.06412378698587418, + 0.06676754355430603, + 0.07767212390899658, + 0.08363852649927139 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.00865045003592968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079457588493824 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079457588493824, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079457588493824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07544204592704773, + 0.08128621429204941, + 0.22623933851718903, + 0.1898937225341797, + 0.036982711404561996, + 0.04586617276072502, + 0.03918800130486488, + 0.0541432686150074, + 0.11267633736133575, + 0.1382821798324585 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.011079457588493824 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot captured from a low angle, the camera moves in a slow, arcing motion around the subject, capturing the full scope of the action. At the center of the frame, Sun Wukong, clad in intricately carved golden chain mail, wields his gleaming, metallic Ruyi Jingu Bang with explosive force. He wears a phoenix-winged, purple-gold crown, and two slender pheasant feathers trace graceful arcs through the air with his swift movements. His golden hair is distinctly distinct, and his fiery eyes blaze brightly against a face of resolute focus. He lowers his weight, his legs in a firm lunge, his hands gripping the club tightly. In a swift, fluid arc, he sweeps from rear right to front left, his powerful force sending his body spinning half a circle. The end of the club leaves a dazzling golden motion blur in the air. The entire scene is set on the broken stone steps of a celestial palace suspended above a sea of clouds, against a backdrop of swirling dark red storm clouds. Several sacred golden beams pierce the clouds, creating a striking contrast of light and shadow, gilding his golden armor with a sharp edge of light. This exquisite 3D animation is reflected in the highlights of each armor plate, the golden energy particles stirred up by the swing of the golden cudgel, and the fine stone debris flying around, creating an epic atmosphere full of power and battle tension.", + "seed": 3397, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_1/index_5594_seed_3397_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.034376252349466084, + "vlm_logprob": -0.034376252349466084, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.034376252349466084, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10611076653003693 + ], + "opposite_logprob_tokens": [ + -2.3561108112335205 + ], + "logprob_reward": -0.10611076653003693, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10611076653003693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061106856912374496, + 0.05874529480934143, + 0.08652151376008987, + 0.05955631658434868, + 0.03775293007493019, + 0.06615925580263138, + 0.2948303818702698, + 0.09138085693120956, + 0.20692293345928192, + 0.0370236299932003 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.10611076653003693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001960857305675745 + ], + "opposite_logprob_tokens": [ + -6.251960754394531 + ], + "logprob_reward": -0.001960857305675745, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001960857305675745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10477413237094879, + 0.06347986310720444, + 0.061024170368909836, + 0.10289055854082108, + 0.15844544768333435, + 0.06074365973472595, + 0.09264256805181503, + 0.11584610491991043, + 0.16640828549861908, + 0.07374526560306549 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.001960857305675745 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430884063243866 + ], + "opposite_logprob_tokens": [ + -3.168088436126709 + ], + "logprob_reward": -0.0430884063243866, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430884063243866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18878647685050964, + 0.09292177855968475, + 0.10267551243305206, + 0.06397993117570877, + 0.07465332746505737, + 0.03962572291493416, + 0.11149278283119202, + 0.096258744597435, + 0.10616888850927353, + 0.12343678623437881 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.0430884063243866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078690066933632 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078690066933632, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078690066933632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06976080685853958, + 0.07804184406995773, + 0.08317198604345322, + 0.1608850061893463, + 0.051846228539943695, + 0.14005884528160095, + 0.13308794796466827, + 0.06928297877311707, + 0.09625372290611267, + 0.1176106408238411 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.016078690066933632 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject Sun Wukong wearing intricately carved golden chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Sun Wukong wielding a gleaming metallic Ruyi Jingu Bang (golden cudgel)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene take place on broken stone steps of a celestial palace above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera move in a slow, arcing motion around the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the club sweep from rear right to front left leaving a dazzling golden motion blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642541520297527 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642541520297527, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642541520297527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1118180975317955, + 0.04870103299617767, + 0.08274398744106293, + 0.06101228669285774, + 0.2183881402015686, + 0.0628843903541565, + 0.04195282980799675, + 0.06452137976884842, + 0.23490957915782928, + 0.07306824624538422 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.004642541520297527 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_10/index_tensor([9901, 9901])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_10/index_tensor([9901, 9901])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..adbf92170bae74db17190e01d3e8211796469f61 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_10/index_tensor([9901, 9901])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, tight close-up focuses on the slender, graceful branches of a birch tree, where clusters of delicate autumn leaves cling tenaciously to them. The leaves are a vibrant tapestry of golden yellow and fiery orange, tinged with a hint of green, their papery texture and intricate grain patterns clearly visible. They cling to the birch branches' signature paper-white bark, which is edged with dark, horizontal edges. The entire scene is bathed in the soft, warm glow of the afternoon sun, which filters through the leaves, making them appear almost translucent and casting a soft, dappled light. A gentle breeze causes the leaves to tremble and flutter almost imperceptibly, swaying the slender branches in a subtle, graceful rhythm. The background, a soft-focus, bokeh-blur of distant autumn colors, creates a shallow depth of field, isolating the subject and enhancing the profound tranquility, serenity, and poetic atmosphere of the fleeting moment.", + "seed": 25512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_10/index_9901_seed_25512_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018651246558874846, + "vlm_logprob": -0.018651246558874846, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.018651246558874846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011339501477777958 + ], + "opposite_logprob_tokens": [ + -4.5113396644592285 + ], + "logprob_reward": -0.011339501477777958, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011339501477777958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05034462735056877, + 0.06377902626991272, + 0.33698412775993347, + 0.07891365885734558, + 0.017655301839113235, + 0.04549182206392288, + 0.060402654111385345, + 0.22646574676036835, + 0.054394714534282684, + 0.06556839495897293 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.011339501477777958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046506100334227085 + ], + "opposite_logprob_tokens": [ + -5.379650592803955 + ], + "logprob_reward": -0.0046506100334227085, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046506100334227085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07752969115972519, + 0.07637646049261093, + 0.3144401013851166, + 0.061895232647657394, + 0.02436579391360283, + 0.03321566805243492, + 0.019843395799398422, + 0.3254377245903015, + 0.026921186596155167, + 0.039974819868803024 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0046506100334227085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780935011804104 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.009780935011804104, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780935011804104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.170088529586792, + 0.07604996860027313, + 0.23652514815330505, + 0.04175912216305733, + 0.028970982879400253, + 0.02926125004887581, + 0.05962250381708145, + 0.23732781410217285, + 0.06772628426551819, + 0.05266840383410454 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.009780935011804104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495407059788704 + ], + "opposite_logprob_tokens": [ + -2.9299540519714355 + ], + "logprob_reward": -0.05495407059788704, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495407059788704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10557477176189423, + 0.03976517543196678, + 0.3549484610557556, + 0.17512139678001404, + 0.03324327617883682, + 0.023244665935635567, + 0.03903600201010704, + 0.09426505118608475, + 0.03788409009575844, + 0.09691717475652695 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.05495407059788704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531115673482418 + ], + "opposite_logprob_tokens": [ + -4.387531280517578 + ], + "logprob_reward": -0.012531115673482418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531115673482418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09694202244281769, + 0.033699724823236465, + 0.1593300998210907, + 0.028935424983501434, + 0.015791164711117744, + 0.04778867959976196, + 0.07693424075841904, + 0.4903215765953064, + 0.03297135978937149, + 0.017285743728280067 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.012531115673482418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on the slender, graceful branches of a birch tree, where clusters of delicate autumn leaves cling tenaciously to them. The leaves are a vibrant tapestry of golden yellow and fiery orange, tinged with a hint of green, their papery texture and intricate grain patterns clearly visible. They cling to the birch branches' signature paper-white bark, which is edged with dark, horizontal edges. The entire scene is bathed in the soft, warm glow of the afternoon sun, which filters through the leaves, making them appear almost translucent and casting a soft, dappled light. A gentle breeze causes the leaves to tremble and flutter almost imperceptibly, swaying the slender branches in a subtle, graceful rhythm. The background, a soft-focus, bokeh-blur of distant autumn colors, creates a shallow depth of field, isolating the subject and enhancing the profound tranquility, serenity, and poetic atmosphere of the fleeting moment.", + "seed": 25513, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_10/index_9901_seed_25513_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02218186091631651, + "vlm_logprob": -0.02218186091631651, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.02218186091631651, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00335618294775486 + ], + "opposite_logprob_tokens": [ + -5.753355979919434 + ], + "logprob_reward": -0.00335618294775486, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00335618294775486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1108895018696785, + 0.3285413980484009, + 0.04017972573637962, + 0.036151811480522156, + 0.06555379927158356, + 0.045421116054058075, + 0.07295525819063187, + 0.16052496433258057, + 0.06856273114681244, + 0.07121976464986801 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.00335618294775486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753476802259684 + ], + "opposite_logprob_tokens": [ + -5.006753444671631 + ], + "logprob_reward": -0.006753476802259684, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753476802259684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17159834504127502, + 0.24679720401763916, + 0.041171275079250336, + 0.045749273151159286, + 0.07545778900384903, + 0.06336341798305511, + 0.05429525300860405, + 0.17542916536331177, + 0.035770706832408905, + 0.09036760777235031 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.006753476802259684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198355376720428 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198355376720428, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198355376720428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1128602921962738, + 0.3535587191581726, + 0.04344610497355461, + 0.05732063949108124, + 0.042233262211084366, + 0.16759034991264343, + 0.02707027830183506, + 0.11844943463802338, + 0.03018142841756344, + 0.04728953540325165 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.014198355376720428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897920161485672 + ], + "opposite_logprob_tokens": [ + -2.578979253768921 + ], + "logprob_reward": -0.07897920161485672, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897920161485672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21198086440563202, + 0.2730518877506256, + 0.031193014234304428, + 0.03775247558951378, + 0.03414175659418106, + 0.0336570180952549, + 0.10588092356920242, + 0.09915796667337418, + 0.061282604932785034, + 0.11190149188041687 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.07897920161485672 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622087839990854 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622087839990854, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622087839990854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12156280130147934, + 0.07010582089424133, + 0.04917395859956741, + 0.06580106168985367, + 0.13204807043075562, + 0.1633893847465515, + 0.03775552660226822, + 0.26818186044692993, + 0.025845300406217575, + 0.06613626331090927 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.007622087839990854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on the slender, graceful branches of a birch tree, where clusters of delicate autumn leaves cling tenaciously to them. The leaves are a vibrant tapestry of golden yellow and fiery orange, tinged with a hint of green, their papery texture and intricate grain patterns clearly visible. They cling to the birch branches' signature paper-white bark, which is edged with dark, horizontal edges. The entire scene is bathed in the soft, warm glow of the afternoon sun, which filters through the leaves, making them appear almost translucent and casting a soft, dappled light. A gentle breeze causes the leaves to tremble and flutter almost imperceptibly, swaying the slender branches in a subtle, graceful rhythm. The background, a soft-focus, bokeh-blur of distant autumn colors, creates a shallow depth of field, isolating the subject and enhancing the profound tranquility, serenity, and poetic atmosphere of the fleeting moment.", + "seed": 25514, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_10/index_9901_seed_25514_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019591036811470987, + "vlm_logprob": -0.019591036811470987, + "vlm_yes_no_margin": 4.249999952316284, + "vlm_token_credit": -0.019591036811470987, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016408154740929604 + ], + "opposite_logprob_tokens": [ + -4.1414079666137695 + ], + "logprob_reward": -0.016408154740929604, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016408154740929604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21557922661304474, + 0.06550981849431992, + 0.07367201149463654, + 0.06635142117738724, + 0.05614091083407402, + 0.062471888959407806, + 0.08261821419000626, + 0.032166603952646255, + 0.2958068251609802, + 0.04968313127756119 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.016408154740929604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003630833700299263 + ], + "opposite_logprob_tokens": [ + -5.628630638122559 + ], + "logprob_reward": -0.003630833700299263, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003630833700299263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33366504311561584, + 0.052521590143442154, + 0.18277612328529358, + 0.019766466692090034, + 0.029918016865849495, + 0.08437904715538025, + 0.06087096408009529, + 0.015899434685707092, + 0.1885024458169937, + 0.031700823456048965 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.003630833700299263 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192922696471214 + ], + "opposite_logprob_tokens": [ + -4.018192768096924 + ], + "logprob_reward": -0.018192922696471214, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018192922696471214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3246360421180725, + 0.07681334763765335, + 0.05686403810977936, + 0.03205472603440285, + 0.050904519855976105, + 0.1790328323841095, + 0.11712613701820374, + 0.031819138675928116, + 0.0787142664194107, + 0.052034955471754074 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.018192922696471214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865477979183197 + ], + "opposite_logprob_tokens": [ + -3.048654794692993 + ], + "logprob_reward": -0.04865477979183197, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865477979183197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11482111364603043, + 0.09761299192905426, + 0.08049905300140381, + 0.10006282478570938, + 0.14979617297649384, + 0.04370439425110817, + 0.09103488177061081, + 0.024430353194475174, + 0.24908380210399628, + 0.048954423516988754 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.04865477979183197 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011068493127822876 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.011068493127822876, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011068493127822876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3469650447368622, + 0.05225623399019241, + 0.07008244842290878, + 0.027646778151392937, + 0.026407156139612198, + 0.07433957606554031, + 0.12375930696725845, + 0.030110035091638565, + 0.18403753638267517, + 0.06439583748579025 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.011068493127822876 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on the slender, graceful branches of a birch tree, where clusters of delicate autumn leaves cling tenaciously to them. The leaves are a vibrant tapestry of golden yellow and fiery orange, tinged with a hint of green, their papery texture and intricate grain patterns clearly visible. They cling to the birch branches' signature paper-white bark, which is edged with dark, horizontal edges. The entire scene is bathed in the soft, warm glow of the afternoon sun, which filters through the leaves, making them appear almost translucent and casting a soft, dappled light. A gentle breeze causes the leaves to tremble and flutter almost imperceptibly, swaying the slender branches in a subtle, graceful rhythm. The background, a soft-focus, bokeh-blur of distant autumn colors, creates a shallow depth of field, isolating the subject and enhancing the profound tranquility, serenity, and poetic atmosphere of the fleeting moment.", + "seed": 25515, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_10/index_9901_seed_25515_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09828149108216166, + "vlm_logprob": -0.09828149108216166, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.09828149108216166, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42958590388298035 + ], + "opposite_logprob_tokens": [ + -1.0545859336853027 + ], + "logprob_reward": -0.42958590388298035, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42958590388298035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6052781939506531, + 0.014487242326140404, + 0.09810347110033035, + 0.04833958297967911, + 0.019704539328813553, + 0.0846848338842392, + 0.05280052125453949, + 0.008498881943523884, + 0.011329300701618195, + 0.05677346885204315 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.42958590388298035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014224211685359478 + ], + "opposite_logprob_tokens": [ + -4.264224052429199 + ], + "logprob_reward": -0.014224211685359478, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014224211685359478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3180716037750244, + 0.02882637083530426, + 0.089173324406147, + 0.026843205094337463, + 0.10865090042352676, + 0.19439426064491272, + 0.09100726991891861, + 0.05485425889492035, + 0.042485665529966354, + 0.04569310322403908 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.014224211685359478 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640995249152184 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640995249152184, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640995249152184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17396311461925507, + 0.040836699306964874, + 0.04657164216041565, + 0.07883739471435547, + 0.07126635313034058, + 0.43960171937942505, + 0.06175115332007408, + 0.027872072532773018, + 0.026040293276309967, + 0.033259615302085876 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.008640995249152184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033704210072755814 + ], + "opposite_logprob_tokens": [ + -3.4087042808532715 + ], + "logprob_reward": -0.033704210072755814, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033704210072755814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1111055538058281, + 0.029466642066836357, + 0.21008139848709106, + 0.06398062407970428, + 0.05207301676273346, + 0.0943668782711029, + 0.3192040026187897, + 0.05152874439954758, + 0.03231138736009598, + 0.035881735384464264 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.033704210072755814 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are slender birch tree branches with paper-white bark and dark horizontal markings visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the leaves golden yellow, fiery orange, and tinged with green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm afternoon sunlight filtering through the leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the leaves tremble and flutter gently due to a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus bokeh blur of distant autumn colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252134520560503 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252134520560503, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252134520560503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2899056375026703, + 0.022366246208548546, + 0.03643830120563507, + 0.08368486166000366, + 0.03403584659099579, + 0.1464207023382187, + 0.2685171365737915, + 0.04878493398427963, + 0.032217830419540405, + 0.03762849047780037 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.005252134520560503 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_11/index_tensor([2098, 2098])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_11/index_tensor([2098, 2098])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..36e0a988463472c9294342b558ff6a501a2d01f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_11/index_tensor([2098, 2098])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angle macro lens captures a scene composed of the meticulous detail and observational aesthetic of a still life painting. A single, dramatic key light from the side sculpts the composition with strong black and white contrast, casting deep, velvety shadows. In the center, a rich, white foam begins to bloom miraculously from the surface of a hand-cut bar of milky white soap. The dense foam slowly expands, its delicate bubbles expanding and catching the light, revealing a shimmering, iridescent surface. This emerging foam delicately creeps across the rough, dark linen cloth where it rests, its slow, deliberate advance highlighting the fabric's heavy texture. Artfully placed next to the soap is a shaving brush with a dark, polished wooden handle and soft, natural bristles, and an old-fashioned, apothecary-style spray bottle made of amber glass with a tarnished brass nozzle. The dramatic lighting shapes each object, emphasizing the wet sheen of the soap, the rich grain of the wood, and the translucent quality of the glass, creating a tranquil and serene atmosphere, completely focused on the interplay of rich textures and silence, a beautiful process of transformation.", + "seed": 16750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_11/index_2098_seed_16750_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012799951992928982, + "vlm_logprob": -0.012799951992928982, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.012799951992928982, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005622406490147114 + ], + "opposite_logprob_tokens": [ + -5.505622386932373 + ], + "logprob_reward": -0.005622406490147114, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.005622406490147114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23681379854679108, + 0.07118586450815201, + 0.22916212677955627, + 0.05785202234983444, + 0.0671166330575943, + 0.12968917191028595, + 0.04863631725311279, + 0.09624317288398743, + 0.03886721283197403, + 0.02443370781838894 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.005622406490147114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02063322253525257 + ], + "opposite_logprob_tokens": [ + -3.8956332206726074 + ], + "logprob_reward": -0.02063322253525257, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02063322253525257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1705763339996338, + 0.06669944524765015, + 0.32647648453712463, + 0.13526858389377594, + 0.03851466625928879, + 0.05307742580771446, + 0.04087657108902931, + 0.11789747327566147, + 0.02528182417154312, + 0.025331197306513786 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.02063322253525257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647880792617798 + ], + "opposite_logprob_tokens": [ + -5.379647731781006 + ], + "logprob_reward": -0.004647880792617798, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647880792617798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1912802904844284, + 0.058327704668045044, + 0.2172815054655075, + 0.08346167206764221, + 0.038501862436532974, + 0.09036725014448166, + 0.14312919974327087, + 0.14182327687740326, + 0.021964941173791885, + 0.0138623658567667 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.004647880792617798 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738675758242607 + ], + "opposite_logprob_tokens": [ + -5.006738662719727 + ], + "logprob_reward": -0.006738675758242607, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738675758242607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23405830562114716, + 0.07966894656419754, + 0.19027571380138397, + 0.11737972497940063, + 0.04021501913666725, + 0.03414211794734001, + 0.12324800342321396, + 0.12921026349067688, + 0.030770553275942802, + 0.021031362935900688 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.006738675758242607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635757438838482 + ], + "opposite_logprob_tokens": [ + -3.651357650756836 + ], + "logprob_reward": -0.02635757438838482, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635757438838482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2192743569612503, + 0.10442979633808136, + 0.1833275407552719, + 0.11065755039453506, + 0.03450294956564903, + 0.05977287143468857, + 0.06696996837854385, + 0.08814316987991333, + 0.10702231526374817, + 0.025899460539221764 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.02635757438838482 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle macro lens captures a scene composed of the meticulous detail and observational aesthetic of a still life painting. A single, dramatic key light from the side sculpts the composition with strong black and white contrast, casting deep, velvety shadows. In the center, a rich, white foam begins to bloom miraculously from the surface of a hand-cut bar of milky white soap. The dense foam slowly expands, its delicate bubbles expanding and catching the light, revealing a shimmering, iridescent surface. This emerging foam delicately creeps across the rough, dark linen cloth where it rests, its slow, deliberate advance highlighting the fabric's heavy texture. Artfully placed next to the soap is a shaving brush with a dark, polished wooden handle and soft, natural bristles, and an old-fashioned, apothecary-style spray bottle made of amber glass with a tarnished brass nozzle. The dramatic lighting shapes each object, emphasizing the wet sheen of the soap, the rich grain of the wood, and the translucent quality of the glass, creating a tranquil and serene atmosphere, completely focused on the interplay of rich textures and silence, a beautiful process of transformation.", + "seed": 16751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_11/index_2098_seed_16751_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020086395926773547, + "vlm_logprob": -0.020086395926773547, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.020086395926773547, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010369590483605862 + ], + "opposite_logprob_tokens": [ + -4.760369777679443 + ], + "logprob_reward": -0.010369590483605862, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010369590483605862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22382774949073792, + 0.05853830277919769, + 0.05760084465146065, + 0.039243850857019424, + 0.06633948534727097, + 0.039042312651872635, + 0.02771356701850891, + 0.07578866183757782, + 0.10024543106555939, + 0.31165987253189087 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.010369590483605862 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062153931707143784 + ], + "opposite_logprob_tokens": [ + -2.8121538162231445 + ], + "logprob_reward": -0.062153931707143784, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062153931707143784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13601714372634888, + 0.04009489715099335, + 0.07645317167043686, + 0.06276477873325348, + 0.03022698685526848, + 0.02009814791381359, + 0.04678206518292427, + 0.14748643338680267, + 0.0907241627573967, + 0.3493522107601166 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.062153931707143784 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003199579194188118 + ], + "opposite_logprob_tokens": [ + -5.753199577331543 + ], + "logprob_reward": -0.003199579194188118, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003199579194188118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11163323372602463, + 0.06688147783279419, + 0.03609876707196236, + 0.03508883714675903, + 0.014906411990523338, + 0.03151791915297508, + 0.05059817060828209, + 0.03013983741402626, + 0.04451746866106987, + 0.5786179304122925 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.003199579194188118 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638868108391762 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638868108391762, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638868108391762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07405634224414825, + 0.03625577688217163, + 0.0747579038143158, + 0.05213426426053047, + 0.028715627267956734, + 0.0362308993935585, + 0.02823927253484726, + 0.052318647503852844, + 0.40143731236457825, + 0.21585391461849213 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.008638868108391762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070010140538216 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.016070010140538216, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070010140538216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47533395886421204, + 0.04913787916302681, + 0.04657440260052681, + 0.01512110885232687, + 0.09461105614900589, + 0.022922687232494354, + 0.07490519434213638, + 0.04878603294491768, + 0.09523598104715347, + 0.0773717537522316 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.016070010140538216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle macro lens captures a scene composed of the meticulous detail and observational aesthetic of a still life painting. A single, dramatic key light from the side sculpts the composition with strong black and white contrast, casting deep, velvety shadows. In the center, a rich, white foam begins to bloom miraculously from the surface of a hand-cut bar of milky white soap. The dense foam slowly expands, its delicate bubbles expanding and catching the light, revealing a shimmering, iridescent surface. This emerging foam delicately creeps across the rough, dark linen cloth where it rests, its slow, deliberate advance highlighting the fabric's heavy texture. Artfully placed next to the soap is a shaving brush with a dark, polished wooden handle and soft, natural bristles, and an old-fashioned, apothecary-style spray bottle made of amber glass with a tarnished brass nozzle. The dramatic lighting shapes each object, emphasizing the wet sheen of the soap, the rich grain of the wood, and the translucent quality of the glass, creating a tranquil and serene atmosphere, completely focused on the interplay of rich textures and silence, a beautiful process of transformation.", + "seed": 16752, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_11/index_2098_seed_16752_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013090811436995864, + "vlm_logprob": -0.013090811436995864, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.013090811436995864, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010368293151259422 + ], + "opposite_logprob_tokens": [ + -4.760368347167969 + ], + "logprob_reward": -0.010368293151259422, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010368293151259422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10236886888742447, + 0.2331874817609787, + 0.06332217156887054, + 0.03399999439716339, + 0.039017293602228165, + 0.1268870085477829, + 0.04294387996196747, + 0.19397184252738953, + 0.1264319121837616, + 0.03786952793598175 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.010368293151259422 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023335358127951622 + ], + "opposite_logprob_tokens": [ + -3.7733354568481445 + ], + "logprob_reward": -0.023335358127951622, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023335358127951622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08932916074991226, + 0.09257179498672485, + 0.08173666149377823, + 0.04674919322133064, + 0.4260334372520447, + 0.04860883206129074, + 0.07926400750875473, + 0.03262168914079666, + 0.04981379210948944, + 0.05327145755290985 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.023335358127951622 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032011240255087614 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.0032011240255087614, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032011240255087614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05869371443986893, + 0.10843337327241898, + 0.05087798088788986, + 0.02947678230702877, + 0.10972440987825394, + 0.09479217231273651, + 0.11080415546894073, + 0.06611286848783493, + 0.2407332956790924, + 0.130351260304451 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.0032011240255087614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525154173374176 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.00525154173374176, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525154173374176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13244719803333282, + 0.15020184218883514, + 0.042239755392074585, + 0.03741788491606712, + 0.08515188097953796, + 0.12388718873262405, + 0.06834221631288528, + 0.08050545305013657, + 0.11697588115930557, + 0.16283072531223297 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.00525154173374176 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297740146517754 + ], + "opposite_logprob_tokens": [ + -3.7732977867126465 + ], + "logprob_reward": -0.023297740146517754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297740146517754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21819032728672028, + 0.03498956188559532, + 0.0343601368367672, + 0.016854004934430122, + 0.290021151304245, + 0.05617446079850197, + 0.08136250078678131, + 0.129593163728714, + 0.07708678394556046, + 0.06136789917945862 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.023297740146517754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle macro lens captures a scene composed of the meticulous detail and observational aesthetic of a still life painting. A single, dramatic key light from the side sculpts the composition with strong black and white contrast, casting deep, velvety shadows. In the center, a rich, white foam begins to bloom miraculously from the surface of a hand-cut bar of milky white soap. The dense foam slowly expands, its delicate bubbles expanding and catching the light, revealing a shimmering, iridescent surface. This emerging foam delicately creeps across the rough, dark linen cloth where it rests, its slow, deliberate advance highlighting the fabric's heavy texture. Artfully placed next to the soap is a shaving brush with a dark, polished wooden handle and soft, natural bristles, and an old-fashioned, apothecary-style spray bottle made of amber glass with a tarnished brass nozzle. The dramatic lighting shapes each object, emphasizing the wet sheen of the soap, the rich grain of the wood, and the translucent quality of the glass, creating a tranquil and serene atmosphere, completely focused on the interplay of rich textures and silence, a beautiful process of transformation.", + "seed": 16753, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_11/index_2098_seed_16753_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013002897705882787, + "vlm_logprob": -0.013002897705882787, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.013002897705882787, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007148049306124449 + ], + "opposite_logprob_tokens": [ + -5.132148265838623 + ], + "logprob_reward": -0.007148049306124449, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007148049306124449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3118155300617218, + 0.08505433797836304, + 0.04524415358901024, + 0.12552258372306824, + 0.08262135833501816, + 0.08208975195884705, + 0.10528668761253357, + 0.04109889268875122, + 0.043421532958745956, + 0.07784517109394073 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.007148049306124449 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016117988154292107 + ], + "opposite_logprob_tokens": [ + -4.141118049621582 + ], + "logprob_reward": -0.016117988154292107, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016117988154292107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12828999757766724, + 0.09466566890478134, + 0.04015995189547539, + 0.080577053129673, + 0.06524248421192169, + 0.2814779281616211, + 0.06528990715742111, + 0.0959082543849945, + 0.10357221215963364, + 0.044816579669713974 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.016117988154292107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746372207999229 + ], + "opposite_logprob_tokens": [ + -5.006746292114258 + ], + "logprob_reward": -0.006746372207999229, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746372207999229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2829177677631378, + 0.1336299031972885, + 0.043505799025297165, + 0.10089842975139618, + 0.13368183374404907, + 0.10817893594503403, + 0.034318406134843826, + 0.021613935008645058, + 0.037548623979091644, + 0.10370644181966782 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.006746372207999229 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642531931400299 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.008642531931400299, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642531931400299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16465218365192413, + 0.1370227038860321, + 0.06852550059556961, + 0.04291144758462906, + 0.19313715398311615, + 0.13906501233577728, + 0.03582393005490303, + 0.0435354970395565, + 0.03775699436664581, + 0.1375696212053299 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.008642531931400299 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a still life composition featuring a bar of milky white soap, a shaving brush, and an amber glass spray bottle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soap bar hand-cut and resting on a rough, dark linen cloth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a rich, white foam bloom from the soap and slowly expand with iridescent bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the foam creeping across the linen cloth, highlighting the fabric's heavy texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting a single, dramatic key light from the side creating strong black and white contrast with deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359546929597855 + ], + "opposite_logprob_tokens": [ + -3.6513595581054688 + ], + "logprob_reward": -0.026359546929597855, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359546929597855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3013634979724884, + 0.10527895390987396, + 0.052128180861473083, + 0.08016710728406906, + 0.08558091521263123, + 0.13497665524482727, + 0.05388130620121956, + 0.032167498022317886, + 0.05062786117196083, + 0.10382802784442902 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.026359546929597855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_12/index_tensor([2589, 2589])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_12/index_tensor([2589, 2589])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cbccd0f98b31507fe1df5f95376344df487fb846 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_12/index_tensor([2589, 2589])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning macro lens, with remarkable stability, slowly glides from a low, sideways angle over a leaf-slashing mantis, imbued with the biomechanical qualities of Neon Genesis Evangelion. It rests on a cold, cracked concrete wreck, the scene shimmering in the gloomy light of the sky, a chilling, desaturated hue. The camera begins on its segmented abdomen, revealing an exoskeleton composed of angular, matte metal and keratin armor plates, revealing the precise seams that resemble the structure of a man-made weapon. As the camera pans forward, the six legs supporting its body are visible, their hydraulic joints clearly visible. Muscle fibers beneath the translucent carapace tremble with barely perceptible, powerful micro-vibrations, foreshadowing an impending explosion. Finally, the camera settles on its raised forelimbs, sharp as two razors. The blades gleam with an unnatural metallic gleam, their edges covered in tiny scratches and the marks of battle. Its triangular head remained motionless, but its huge, lifeless black compound eyes were like sophisticated photosensitive lenses, coldly locking onto a target outside the screen. The air was filled with absolute silence and tension before an imminent fatal confrontation.", + "seed": 30833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_12/index_2589_seed_30833_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013695899955928325, + "vlm_logprob": -0.013695899955928325, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.013695899955928325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00933449249714613 + ], + "opposite_logprob_tokens": [ + -4.884334564208984 + ], + "logprob_reward": -0.00933449249714613, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00933449249714613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19997020065784454, + 0.07053488492965698, + 0.04338870570063591, + 0.04890822246670723, + 0.09249871969223022, + 0.06952845305204391, + 0.06484189629554749, + 0.1623964011669159, + 0.12489984184503555, + 0.12303268909454346 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.00933449249714613 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370985761284828 + ], + "opposite_logprob_tokens": [ + -3.408709764480591 + ], + "logprob_reward": -0.03370985761284828, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370985761284828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24269047379493713, + 0.22249053418636322, + 0.051409654319286346, + 0.05304103344678879, + 0.059358302503824234, + 0.11327669769525528, + 0.09532336890697479, + 0.042987577617168427, + 0.036467015743255615, + 0.08295533061027527 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.03370985761284828 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13691137731075287, + 0.07520632445812225, + 0.13629402220249176, + 0.12067870050668716, + 0.14411206543445587, + 0.09564945101737976, + 0.05684354528784752, + 0.10296294838190079, + 0.06180427968502045, + 0.06953724473714828 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.006734886672347784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074034497141838 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074034497141838, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074034497141838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28023919463157654, + 0.10120721161365509, + 0.04058927670121193, + 0.11659982055425644, + 0.06597503274679184, + 0.06921551376581192, + 0.07496439665555954, + 0.11759478598833084, + 0.052375029772520065, + 0.08123964816331863 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.011074034497141838 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626228500157595 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007626228500157595, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626228500157595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17507299780845642, + 0.09712772071361542, + 0.026053309440612793, + 0.04713093861937523, + 0.07330742478370667, + 0.035226501524448395, + 0.08251339942216873, + 0.19659453630447388, + 0.18156732618808746, + 0.08540583401918411 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.007626228500157595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro lens, with remarkable stability, slowly glides from a low, sideways angle over a leaf-slashing mantis, imbued with the biomechanical qualities of Neon Genesis Evangelion. It rests on a cold, cracked concrete wreck, the scene shimmering in the gloomy light of the sky, a chilling, desaturated hue. The camera begins on its segmented abdomen, revealing an exoskeleton composed of angular, matte metal and keratin armor plates, revealing the precise seams that resemble the structure of a man-made weapon. As the camera pans forward, the six legs supporting its body are visible, their hydraulic joints clearly visible. Muscle fibers beneath the translucent carapace tremble with barely perceptible, powerful micro-vibrations, foreshadowing an impending explosion. Finally, the camera settles on its raised forelimbs, sharp as two razors. The blades gleam with an unnatural metallic gleam, their edges covered in tiny scratches and the marks of battle. Its triangular head remained motionless, but its huge, lifeless black compound eyes were like sophisticated photosensitive lenses, coldly locking onto a target outside the screen. The air was filled with absolute silence and tension before an imminent fatal confrontation.", + "seed": 30834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_12/index_2589_seed_30834_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015741712553426622, + "vlm_logprob": -0.015741712553426622, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.015741712553426622, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015012732706964016 + ], + "opposite_logprob_tokens": [ + -4.390012741088867 + ], + "logprob_reward": -0.015012732706964016, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.015012732706964016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16544806957244873, + 0.04086379334330559, + 0.039176926016807556, + 0.11865844577550888, + 0.05639343336224556, + 0.05457264930009842, + 0.16372516751289368, + 0.07424505800008774, + 0.03382740169763565, + 0.2530891001224518 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.015012732706964016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306374117732048 + ], + "opposite_logprob_tokens": [ + -3.1680636405944824 + ], + "logprob_reward": -0.04306374117732048, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306374117732048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054429005831480026, + 0.06960843503475189, + 0.19779422879219055, + 0.28084278106689453, + 0.07739166915416718, + 0.14794984459877014, + 0.041189081966876984, + 0.023503795266151428, + 0.07423830777406693, + 0.03305286541581154 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.04306374117732048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361420470289886 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.00361420470289886, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361420470289886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16985268890857697, + 0.10789387673139572, + 0.11440695822238922, + 0.1908828318119049, + 0.0699600875377655, + 0.08082983642816544, + 0.07576274126768112, + 0.09033486247062683, + 0.03563034534454346, + 0.06444574147462845 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.00361420470289886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071558110415936 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071558110415936, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071558110415936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23932334780693054, + 0.12283964455127716, + 0.08438350260257721, + 0.19735614955425262, + 0.09573854506015778, + 0.09202011674642563, + 0.020934617146849632, + 0.04992619901895523, + 0.032930221408605576, + 0.06454765796661377 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.011071558110415936 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946326069533825 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946326069533825, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946326069533825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12944693863391876, + 0.07006877660751343, + 0.0534939207136631, + 0.05880693346261978, + 0.07144982367753983, + 0.035541221499443054, + 0.12311406433582306, + 0.0763903558254242, + 0.04640528932213783, + 0.33528268337249756 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.005946326069533825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro lens, with remarkable stability, slowly glides from a low, sideways angle over a leaf-slashing mantis, imbued with the biomechanical qualities of Neon Genesis Evangelion. It rests on a cold, cracked concrete wreck, the scene shimmering in the gloomy light of the sky, a chilling, desaturated hue. The camera begins on its segmented abdomen, revealing an exoskeleton composed of angular, matte metal and keratin armor plates, revealing the precise seams that resemble the structure of a man-made weapon. As the camera pans forward, the six legs supporting its body are visible, their hydraulic joints clearly visible. Muscle fibers beneath the translucent carapace tremble with barely perceptible, powerful micro-vibrations, foreshadowing an impending explosion. Finally, the camera settles on its raised forelimbs, sharp as two razors. The blades gleam with an unnatural metallic gleam, their edges covered in tiny scratches and the marks of battle. Its triangular head remained motionless, but its huge, lifeless black compound eyes were like sophisticated photosensitive lenses, coldly locking onto a target outside the screen. The air was filled with absolute silence and tension before an imminent fatal confrontation.", + "seed": 30835, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_12/index_2589_seed_30835_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020168096432462333, + "vlm_logprob": -0.020168096432462333, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.020168096432462333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05105672404170036 + ], + "opposite_logprob_tokens": [ + -3.0510566234588623 + ], + "logprob_reward": -0.05105672404170036, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05105672404170036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20892807841300964, + 0.061312977224588394, + 0.026142099872231483, + 0.22319671511650085, + 0.2133057862520218, + 0.044470544904470444, + 0.052041247487068176, + 0.03246098756790161, + 0.06782842427492142, + 0.07031308859586716 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.05105672404170036 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370075300335884 + ], + "opposite_logprob_tokens": [ + -3.408700704574585 + ], + "logprob_reward": -0.03370075300335884, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370075300335884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13208231329917908, + 0.22679050266742706, + 0.04972214251756668, + 0.04882560670375824, + 0.09563779085874557, + 0.05362093076109886, + 0.034096043556928635, + 0.11253715306520462, + 0.07642567157745361, + 0.17026183009147644 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.03370075300335884 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635184537619352 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635184537619352, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635184537619352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15531036257743835, + 0.21240335702896118, + 0.0678185299038887, + 0.1004946306347847, + 0.03068416379392147, + 0.03534442558884621, + 0.05184672027826309, + 0.16463567316532135, + 0.04539885371923447, + 0.13606329262256622 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.004635184537619352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028156896587461233 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.0028156896587461233, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028156896587461233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10342361032962799, + 0.35499683022499084, + 0.05784105882048607, + 0.1072828620672226, + 0.04722348973155022, + 0.018544664606451988, + 0.04585932195186615, + 0.03656967729330063, + 0.15283255279064178, + 0.07542591542005539 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.0028156896587461233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008632130920886993 + ], + "opposite_logprob_tokens": [ + -4.758632183074951 + ], + "logprob_reward": -0.008632130920886993, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008632130920886993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21106569468975067, + 0.11257687956094742, + 0.047129906713962555, + 0.09175196290016174, + 0.06282798945903778, + 0.022964634001255035, + 0.05980226770043373, + 0.045774780213832855, + 0.08885285258293152, + 0.25725308060646057 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.008632130920886993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning macro lens, with remarkable stability, slowly glides from a low, sideways angle over a leaf-slashing mantis, imbued with the biomechanical qualities of Neon Genesis Evangelion. It rests on a cold, cracked concrete wreck, the scene shimmering in the gloomy light of the sky, a chilling, desaturated hue. The camera begins on its segmented abdomen, revealing an exoskeleton composed of angular, matte metal and keratin armor plates, revealing the precise seams that resemble the structure of a man-made weapon. As the camera pans forward, the six legs supporting its body are visible, their hydraulic joints clearly visible. Muscle fibers beneath the translucent carapace tremble with barely perceptible, powerful micro-vibrations, foreshadowing an impending explosion. Finally, the camera settles on its raised forelimbs, sharp as two razors. The blades gleam with an unnatural metallic gleam, their edges covered in tiny scratches and the marks of battle. Its triangular head remained motionless, but its huge, lifeless black compound eyes were like sophisticated photosensitive lenses, coldly locking onto a target outside the screen. The air was filled with absolute silence and tension before an imminent fatal confrontation.", + "seed": 30836, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_12/index_2589_seed_30836_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019273086450994015, + "vlm_logprob": -0.019273086450994015, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.019273086450994015, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0074532534927129745 + ], + "opposite_logprob_tokens": [ + -5.132453441619873 + ], + "logprob_reward": -0.0074532534927129745, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0074532534927129745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16514460742473602, + 0.16030296683311462, + 0.04938572645187378, + 0.08044058084487915, + 0.07716571539640427, + 0.1500970870256424, + 0.04064159840345383, + 0.056478675454854965, + 0.1420658528804779, + 0.07827715575695038 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0074532534927129745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620482861995697 + ], + "opposite_logprob_tokens": [ + -2.8120481967926025 + ], + "logprob_reward": -0.0620482861995697, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620482861995697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13196861743927002, + 0.45513269305229187, + 0.04341650754213333, + 0.0426899679005146, + 0.20352134108543396, + 0.035526175051927567, + 0.008974731899797916, + 0.01523390132933855, + 0.04031691700220108, + 0.02321912720799446 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.0620482861995697 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944311618804932 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944311618804932, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944311618804932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1803707629442215, + 0.12282180041074753, + 0.1368703693151474, + 0.07708727568387985, + 0.20395611226558685, + 0.05480074882507324, + 0.05091732740402222, + 0.0634022131562233, + 0.05675699934363365, + 0.05301641300320625 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.005944311618804932 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188483357429504 + ], + "opposite_logprob_tokens": [ + -4.264188289642334 + ], + "logprob_reward": -0.014188483357429504, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188483357429504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15489672124385834, + 0.18709124624729156, + 0.091303750872612, + 0.1150003969669342, + 0.10950346291065216, + 0.12283648550510406, + 0.042153216898441315, + 0.03276558965444565, + 0.0518794059753418, + 0.09256970882415771 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.014188483357429504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mantis with biomechanical qualities resembling Neon Genesis Evangelion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mantis resting on a cold, cracked concrete wreck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly glide from a low, sideways angle over the mantis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by gloomy, desaturated light with a chilling hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the mantis's forelimbs raised, sharp, and gleaming with an unnatural metallic sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731097586452961 + ], + "opposite_logprob_tokens": [ + -5.006731033325195 + ], + "logprob_reward": -0.006731097586452961, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731097586452961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08734666556119919, + 0.10003814101219177, + 0.05140005424618721, + 0.07193368673324585, + 0.12246936559677124, + 0.10845480114221573, + 0.10274161398410797, + 0.09236206859350204, + 0.1237698569893837, + 0.13948379456996918 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.006731097586452961 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_13/index_tensor([6434, 6434])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_13/index_tensor([6434, 6434])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f9d4dc2a63a1959abc23738972869ca41b257b2e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_13/index_tensor([6434, 6434])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, right-panning close-up captures a massive jellyfish in razor-sharp focus. Like a soaring deity from a Dunhuang mural, escaping a rock wall and descending into the deep sea, it floats majestically in the endless inky darkness. The creature's canopy is not the usual translucent gelatinous mass, but rather a pristine, sacred mineral hue. Its surface is covered with intricate veins reminiscent of ancient murals. Deep lapis lazuli blue and warm ochre interweave into cloud and lotus patterns, their surface matte and rough in the subtle light of its own radiance. As it pulses with a slow, powerful rhythm, like breathing, the countless tentacles beneath its canopy gracefully unfold, like the dancing feathers of a deity. These tentacles are less physical than shimmering strands of fiber optic light, each shimmering in a gradient of light, from soft gold to mysterious violet. They trail a brilliant, silent trail of light behind them, illuminating the surrounding, suspended, dust-like marine snow. The entire image is dominated by the creature’s own bioluminescence, creating a high-contrast chiaroscuro effect. The atmosphere is serene, solemn, and full of awe, as if it were a quiet encounter with ancient life at the end of time.", + "seed": 19126, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_13/index_6434_seed_19126_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.34081235211342575, + "vlm_logprob": -0.34081235211342575, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.34081235211342575, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6389966607093811 + ], + "opposite_logprob_tokens": [ + -0.7639966607093811 + ], + "logprob_reward": -0.6389966607093811, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6389966607093811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048946622759103775, + 0.08977249264717102, + 0.05040251091122627, + 0.09103752672672272, + 0.1057712659239769, + 0.1018592044711113, + 0.042260199785232544, + 0.22905130684375763, + 0.03219657391309738, + 0.20870228111743927 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.6389966607093811 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742898344993591 + ], + "opposite_logprob_tokens": [ + -0.47428983449935913 + ], + "logprob_reward": -0.9742898344993591, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742898344993591, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06979471445083618, + 0.03489803895354271, + 0.03231991454958916, + 0.10561779886484146, + 0.04458349198102951, + 0.027444347739219666, + 0.047264985740184784, + 0.03255995735526085, + 0.018749836832284927, + 0.5867668986320496 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.9742898344993591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006316632032394 + ], + "opposite_logprob_tokens": [ + -2.6950631141662598 + ], + "logprob_reward": -0.07006316632032394, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006316632032394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07023733854293823, + 0.07495863735675812, + 0.060188714414834976, + 0.07566104084253311, + 0.05009419471025467, + 0.020249607041478157, + 0.04350334778428078, + 0.0714012160897255, + 0.03255625069141388, + 0.5011496543884277 + ], + "top_frames": [ + 9, + 3, + 1 + ], + "selected_reward": -0.07006316632032394 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078457236289978 + ], + "opposite_logprob_tokens": [ + -4.141078472137451 + ], + "logprob_reward": -0.016078457236289978, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078457236289978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09161585569381714, + 0.12625323235988617, + 0.04063950106501579, + 0.03803737089037895, + 0.026700258255004883, + 0.019513748586177826, + 0.022243447601795197, + 0.16910068690776825, + 0.02351030521094799, + 0.44238558411598206 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.016078457236289978 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633641801774502 + ], + "opposite_logprob_tokens": [ + -5.37963342666626 + ], + "logprob_reward": -0.004633641801774502, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633641801774502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07918839901685715, + 0.06236233562231064, + 0.11024881154298782, + 0.03516729921102524, + 0.029876502230763435, + 0.021906130015850067, + 0.05018049106001854, + 0.0780591070652008, + 0.03645122051239014, + 0.4965597093105316 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.004633641801774502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-panning close-up captures a massive jellyfish in razor-sharp focus. Like a soaring deity from a Dunhuang mural, escaping a rock wall and descending into the deep sea, it floats majestically in the endless inky darkness. The creature's canopy is not the usual translucent gelatinous mass, but rather a pristine, sacred mineral hue. Its surface is covered with intricate veins reminiscent of ancient murals. Deep lapis lazuli blue and warm ochre interweave into cloud and lotus patterns, their surface matte and rough in the subtle light of its own radiance. As it pulses with a slow, powerful rhythm, like breathing, the countless tentacles beneath its canopy gracefully unfold, like the dancing feathers of a deity. These tentacles are less physical than shimmering strands of fiber optic light, each shimmering in a gradient of light, from soft gold to mysterious violet. They trail a brilliant, silent trail of light behind them, illuminating the surrounding, suspended, dust-like marine snow. The entire image is dominated by the creature’s own bioluminescence, creating a high-contrast chiaroscuro effect. The atmosphere is serene, solemn, and full of awe, as if it were a quiet encounter with ancient life at the end of time.", + "seed": 19127, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_13/index_6434_seed_19127_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2652713216841221, + "vlm_logprob": -0.2652713216841221, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.2652713216841221, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3922351598739624 + ], + "opposite_logprob_tokens": [ + -1.1422351598739624 + ], + "logprob_reward": -0.3922351598739624, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3922351598739624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04632418975234032, + 0.18074741959571838, + 0.19818115234375, + 0.05760347843170166, + 0.11934464424848557, + 0.07633677124977112, + 0.04345827177166939, + 0.08765633404254913, + 0.13752421736717224, + 0.052823521196842194 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.3922351598739624 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261633515357971 + ], + "opposite_logprob_tokens": [ + -0.5761633515357971 + ], + "logprob_reward": -0.8261633515357971, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261633515357971, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07830405980348587, + 0.0765242651104927, + 0.10970976948738098, + 0.14604347944259644, + 0.07641540467739105, + 0.08690516650676727, + 0.07074325531721115, + 0.058698490262031555, + 0.09044097363948822, + 0.20621512830257416 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.8261633515357971 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208839267492294 + ], + "opposite_logprob_tokens": [ + -2.8120884895324707 + ], + "logprob_reward": -0.06208839267492294, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208839267492294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0510384663939476, + 0.09761005640029907, + 0.22377006709575653, + 0.19584345817565918, + 0.07083319872617722, + 0.04710991308093071, + 0.0879400447010994, + 0.09825042635202408, + 0.07591612637042999, + 0.051688238978385925 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.06208839267492294 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809430241584778 + ], + "opposite_logprob_tokens": [ + -3.5298094749450684 + ], + "logprob_reward": -0.029809430241584778, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809430241584778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06504645198583603, + 0.11646582186222076, + 0.16557469964027405, + 0.09312907606363297, + 0.08565747737884521, + 0.06018630042672157, + 0.11586689949035645, + 0.07682030647993088, + 0.09302765876054764, + 0.12822532653808594 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.029809430241584778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016060274094343185 + ], + "opposite_logprob_tokens": [ + -4.1410603523254395 + ], + "logprob_reward": -0.016060274094343185, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016060274094343185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10665857791900635, + 0.05422202870249748, + 0.07526232302188873, + 0.0444646030664444, + 0.05706103518605232, + 0.0869918093085289, + 0.04571552202105522, + 0.06249447166919708, + 0.07372932881116867, + 0.3934003412723541 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.016060274094343185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-panning close-up captures a massive jellyfish in razor-sharp focus. Like a soaring deity from a Dunhuang mural, escaping a rock wall and descending into the deep sea, it floats majestically in the endless inky darkness. The creature's canopy is not the usual translucent gelatinous mass, but rather a pristine, sacred mineral hue. Its surface is covered with intricate veins reminiscent of ancient murals. Deep lapis lazuli blue and warm ochre interweave into cloud and lotus patterns, their surface matte and rough in the subtle light of its own radiance. As it pulses with a slow, powerful rhythm, like breathing, the countless tentacles beneath its canopy gracefully unfold, like the dancing feathers of a deity. These tentacles are less physical than shimmering strands of fiber optic light, each shimmering in a gradient of light, from soft gold to mysterious violet. They trail a brilliant, silent trail of light behind them, illuminating the surrounding, suspended, dust-like marine snow. The entire image is dominated by the creature’s own bioluminescence, creating a high-contrast chiaroscuro effect. The atmosphere is serene, solemn, and full of awe, as if it were a quiet encounter with ancient life at the end of time.", + "seed": 19128, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_13/index_6434_seed_19128_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23650216413661837, + "vlm_logprob": -0.23650216413661837, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.23650216413661837, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3539087474346161 + ], + "opposite_logprob_tokens": [ + -1.2289087772369385 + ], + "logprob_reward": -0.3539087474346161, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3539087474346161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11940812319517136, + 0.0936928316950798, + 0.07646774500608444, + 0.07016036659479141, + 0.13460947573184967, + 0.1156454011797905, + 0.18325193226337433, + 0.07333625108003616, + 0.06673366576433182, + 0.06669413298368454 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.3539087474346161 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578062415122986 + ], + "opposite_logprob_tokens": [ + -0.6328062415122986 + ], + "logprob_reward": -0.7578062415122986, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578062415122986, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13944227993488312, + 0.0573500357568264, + 0.10871096700429916, + 0.13463136553764343, + 0.14058201014995575, + 0.05315939709544182, + 0.04344828054308891, + 0.19006545841693878, + 0.10146781802177429, + 0.03114236332476139 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.7578062415122986 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062068115919828415 + ], + "opposite_logprob_tokens": [ + -2.812068223953247 + ], + "logprob_reward": -0.062068115919828415, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062068115919828415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19901394844055176, + 0.08422884345054626, + 0.1255091279745102, + 0.07220526039600372, + 0.07193094491958618, + 0.02768212929368019, + 0.018800025805830956, + 0.31383827328681946, + 0.05657164752483368, + 0.030219774693250656 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.062068115919828415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463874451816082 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.00463874451816082, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463874451816082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04254790395498276, + 0.10132061690092087, + 0.06746702641248703, + 0.04370647296309471, + 0.04894467815756798, + 0.0705542117357254, + 0.050493497401475906, + 0.18066328763961792, + 0.03733547031879425, + 0.3569668233394623 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.00463874451816082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004088971298187971 + ], + "opposite_logprob_tokens": [ + -5.504088878631592 + ], + "logprob_reward": -0.004088971298187971, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004088971298187971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12405416369438171, + 0.15125183761119843, + 0.09881521761417389, + 0.16806061565876007, + 0.05274664983153343, + 0.05858010798692703, + 0.0848662331700325, + 0.09194256365299225, + 0.08926616609096527, + 0.0804164782166481 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.004088971298187971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, right-panning close-up captures a massive jellyfish in razor-sharp focus. Like a soaring deity from a Dunhuang mural, escaping a rock wall and descending into the deep sea, it floats majestically in the endless inky darkness. The creature's canopy is not the usual translucent gelatinous mass, but rather a pristine, sacred mineral hue. Its surface is covered with intricate veins reminiscent of ancient murals. Deep lapis lazuli blue and warm ochre interweave into cloud and lotus patterns, their surface matte and rough in the subtle light of its own radiance. As it pulses with a slow, powerful rhythm, like breathing, the countless tentacles beneath its canopy gracefully unfold, like the dancing feathers of a deity. These tentacles are less physical than shimmering strands of fiber optic light, each shimmering in a gradient of light, from soft gold to mysterious violet. They trail a brilliant, silent trail of light behind them, illuminating the surrounding, suspended, dust-like marine snow. The entire image is dominated by the creature’s own bioluminescence, creating a high-contrast chiaroscuro effect. The atmosphere is serene, solemn, and full of awe, as if it were a quiet encounter with ancient life at the end of time.", + "seed": 19129, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_13/index_6434_seed_19129_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4512970561161637, + "vlm_logprob": -0.4512970561161637, + "vlm_yes_no_margin": 1.8999999523162843, + "vlm_token_credit": -0.4512970561161637, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8316262364387512 + ], + "opposite_logprob_tokens": [ + -0.5816262364387512 + ], + "logprob_reward": -0.8316262364387512, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8316262364387512, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08641277998685837, + 0.08208035677671432, + 0.08942524343729019, + 0.12415763735771179, + 0.08859419822692871, + 0.2119087129831314, + 0.058212779462337494, + 0.054002393037080765, + 0.16559964418411255, + 0.03960627689957619 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.8316262364387512 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134475946426392 + ], + "opposite_logprob_tokens": [ + -0.31344759464263916 + ], + "logprob_reward": -1.3134475946426392, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134475946426392, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08837351202964783, + 0.10514814406633377, + 0.20402836799621582, + 0.11147613078355789, + 0.035051170736551285, + 0.12552599608898163, + 0.05094179883599281, + 0.033250756561756134, + 0.13720256090164185, + 0.1090015396475792 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -1.3134475946426392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903163135051727 + ], + "opposite_logprob_tokens": [ + -2.5790317058563232 + ], + "logprob_reward": -0.07903163135051727, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903163135051727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1102910190820694, + 0.12062373757362366, + 0.14322048425674438, + 0.06106096878647804, + 0.028560157865285873, + 0.07270750403404236, + 0.08380420506000519, + 0.05349079519510269, + 0.1700248420238495, + 0.15621627867221832 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.07903163135051727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201176352798939 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014201176352798939, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201176352798939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1640009880065918, + 0.059021636843681335, + 0.11517388373613358, + 0.1813691258430481, + 0.12776154279708862, + 0.03430560976266861, + 0.11787666380405426, + 0.024716919288039207, + 0.09915927052497864, + 0.07661435008049011 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.014201176352798939 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up with a right-panning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the jellyfish's canopy colored with a matte, rough texture in deep lapis lazuli blue and warm ochre?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the tentacles appear as shimmering strands of fiber optic light in a gradient from soft gold to violet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated primarily by the creature's own bioluminescence creating a high-contrast chiaroscuro effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an endless inky darkness containing suspended dust-like marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817864179611206 + ], + "opposite_logprob_tokens": [ + -4.018178462982178 + ], + "logprob_reward": -0.01817864179611206, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817864179611206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40514102578163147, + 0.12361637502908707, + 0.07242953032255173, + 0.10056129097938538, + 0.08396819978952408, + 0.02792999893426895, + 0.042384374886751175, + 0.011214407160878181, + 0.0427173487842083, + 0.09003743529319763 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01817864179611206 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_14/index_tensor([7379, 7379])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_14/index_tensor([7379, 7379])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7419842e31cc99600276f87d377512bc799fb90b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_14/index_tensor([7379, 7379])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme macro static shot offers a breathtakingly intimate view of two intricate, branching snowflakes on their inevitable collision course. The camera remains perfectly still, magnifying the subjects to godlike proportions against a deep, out-of-focus navy background. Each snowflake is a masterpiece of natural geometry, their translucent, crystalline arms reaching outward with perfect hexagonal symmetry, like delicate frozen ferns carved with incredibly intricate facets. A single, sharp, cold light source, originating from outside the frame, sweeps across them, shimmering their edges with a sharp silvery glow and casting intricate micro-shadows that accentuate their three-dimensional textures. They drift slowly, almost deliberately, toward each other until their delicate, feathery arms touch. The impact is instantaneous and silent; the elegant structures catastrophically shatter, exploding outward in a brilliant, shimmering cloud of microscopic ice dust that catches light like diamonds, creating an atmosphere of tranquility and violence that underscores the fleeting beauty of their fragile existence.", + "seed": 32101, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_14/index_7379_seed_32101_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09728775983676315, + "vlm_logprob": -0.09728775983676315, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.09728775983676315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005651922430843115 + ], + "opposite_logprob_tokens": [ + -5.255651950836182 + ], + "logprob_reward": -0.005651922430843115, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005651922430843115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1725933998823166, + 0.042200252413749695, + 0.23156602680683136, + 0.08353160321712494, + 0.0678849145770073, + 0.26667460799217224, + 0.05168618634343147, + 0.014820675365626812, + 0.0319850891828537, + 0.03705727681517601 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.005651922430843115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005958057940006256 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.005958057940006256, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005958057940006256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41377273201942444, + 0.1057126596570015, + 0.047981977462768555, + 0.09335082769393921, + 0.06600368767976761, + 0.12132352590560913, + 0.01964351162314415, + 0.05113650858402252, + 0.01880442537367344, + 0.062270164489746094 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.005958057940006256 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607939414680004 + ], + "opposite_logprob_tokens": [ + -4.141079425811768 + ], + "logprob_reward": -0.01607939414680004, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607939414680004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33509236574172974, + 0.059835322201251984, + 0.03361844643950462, + 0.06626389175653458, + 0.06970548629760742, + 0.07249514758586884, + 0.0490403026342392, + 0.03954286500811577, + 0.03624776005744934, + 0.2381584197282791 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.01607939414680004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979971095919609 + ], + "opposite_logprob_tokens": [ + -3.529799699783325 + ], + "logprob_reward": -0.02979971095919609, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979971095919609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2970069944858551, + 0.05361511558294296, + 0.08281590789556503, + 0.1251952350139618, + 0.19787634909152985, + 0.04108947888016701, + 0.04715929552912712, + 0.03887949138879776, + 0.037517305463552475, + 0.0788448229432106 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.02979971095919609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289497137069702 + ], + "opposite_logprob_tokens": [ + -1.0539497137069702 + ], + "logprob_reward": -0.4289497137069702, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289497137069702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17629919946193695, + 0.04717357084155083, + 0.04992265626788139, + 0.06322446465492249, + 0.1372227966785431, + 0.06295115500688553, + 0.04500603675842285, + 0.043511126190423965, + 0.057451922446489334, + 0.3172370493412018 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.4289497137069702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro static shot offers a breathtakingly intimate view of two intricate, branching snowflakes on their inevitable collision course. The camera remains perfectly still, magnifying the subjects to godlike proportions against a deep, out-of-focus navy background. Each snowflake is a masterpiece of natural geometry, their translucent, crystalline arms reaching outward with perfect hexagonal symmetry, like delicate frozen ferns carved with incredibly intricate facets. A single, sharp, cold light source, originating from outside the frame, sweeps across them, shimmering their edges with a sharp silvery glow and casting intricate micro-shadows that accentuate their three-dimensional textures. They drift slowly, almost deliberately, toward each other until their delicate, feathery arms touch. The impact is instantaneous and silent; the elegant structures catastrophically shatter, exploding outward in a brilliant, shimmering cloud of microscopic ice dust that catches light like diamonds, creating an atmosphere of tranquility and violence that underscores the fleeting beauty of their fragile existence.", + "seed": 32102, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_14/index_7379_seed_32102_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18958136793226005, + "vlm_logprob": -0.18958136793226005, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.18958136793226005, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06358493119478226 + ], + "opposite_logprob_tokens": [ + -2.813585042953491 + ], + "logprob_reward": -0.06358493119478226, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06358493119478226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28407177329063416, + 0.06625249236822128, + 0.019280865788459778, + 0.03626823425292969, + 0.02698681131005287, + 0.2063731849193573, + 0.10891330987215042, + 0.060335900634527206, + 0.073396697640419, + 0.1181207075715065 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.06358493119478226 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207758009433746 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.014207758009433746, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207758009433746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4909854829311371, + 0.12084793299436569, + 0.013073258101940155, + 0.02337881550192833, + 0.01573670282959938, + 0.059323035180568695, + 0.04716268181800842, + 0.0546046681702137, + 0.11866367608308792, + 0.05622373893857002 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.014207758009433746 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255324762314558 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.01255324762314558, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255324762314558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39166542887687683, + 0.09064294397830963, + 0.024047095328569412, + 0.016129767522215843, + 0.055340807884931564, + 0.06798284500837326, + 0.04434932395815849, + 0.027068302035331726, + 0.06874008476734161, + 0.21403343975543976 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01255324762314558 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134313225746155 + ], + "opposite_logprob_tokens": [ + -1.4063431024551392 + ], + "logprob_reward": -0.28134313225746155, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134313225746155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3245975077152252, + 0.04437834024429321, + 0.011036296375095844, + 0.016957947984337807, + 0.03485098481178284, + 0.2728886902332306, + 0.0512128584086895, + 0.04972407594323158, + 0.07561276108026505, + 0.11874053627252579 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.28134313225746155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576217770576477 + ], + "opposite_logprob_tokens": [ + -0.826217770576477 + ], + "logprob_reward": -0.576217770576477, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576217770576477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16590656340122223, + 0.11775992810726166, + 0.012580717913806438, + 0.012020529247820377, + 0.018533797934651375, + 0.3256533145904541, + 0.020282989367842674, + 0.03288949280977249, + 0.05552009120583534, + 0.23885266482830048 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.576217770576477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro static shot offers a breathtakingly intimate view of two intricate, branching snowflakes on their inevitable collision course. The camera remains perfectly still, magnifying the subjects to godlike proportions against a deep, out-of-focus navy background. Each snowflake is a masterpiece of natural geometry, their translucent, crystalline arms reaching outward with perfect hexagonal symmetry, like delicate frozen ferns carved with incredibly intricate facets. A single, sharp, cold light source, originating from outside the frame, sweeps across them, shimmering their edges with a sharp silvery glow and casting intricate micro-shadows that accentuate their three-dimensional textures. They drift slowly, almost deliberately, toward each other until their delicate, feathery arms touch. The impact is instantaneous and silent; the elegant structures catastrophically shatter, exploding outward in a brilliant, shimmering cloud of microscopic ice dust that catches light like diamonds, creating an atmosphere of tranquility and violence that underscores the fleeting beauty of their fragile existence.", + "seed": 32103, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_14/index_7379_seed_32103_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.218674791790545, + "vlm_logprob": -0.218674791790545, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.218674791790545, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021524984389543533 + ], + "opposite_logprob_tokens": [ + -3.8965249061584473 + ], + "logprob_reward": -0.021524984389543533, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021524984389543533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10327570885419846, + 0.2755090296268463, + 0.21752215921878815, + 0.01744886115193367, + 0.20693820714950562, + 0.030018040910363197, + 0.03165482357144356, + 0.01831355318427086, + 0.0719972625374794, + 0.027322346344590187 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.021524984389543533 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551599182188511 + ], + "opposite_logprob_tokens": [ + -4.387551784515381 + ], + "logprob_reward": -0.012551599182188511, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551599182188511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06177389994263649, + 0.15610827505588531, + 0.08799895644187927, + 0.1357705295085907, + 0.29149681329727173, + 0.04283558204770088, + 0.12164437025785446, + 0.008985145017504692, + 0.07818645983934402, + 0.015199929475784302 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.012551599182188511 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960546433925629 + ], + "opposite_logprob_tokens": [ + -5.130960464477539 + ], + "logprob_reward": -0.005960546433925629, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960546433925629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05634555593132973, + 0.3455711007118225, + 0.06288833171129227, + 0.04802960902452469, + 0.0605885311961174, + 0.16377143561840057, + 0.05152106285095215, + 0.021190663799643517, + 0.13143455982208252, + 0.05865908041596413 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.005960546433925629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898977398872375 + ], + "opposite_logprob_tokens": [ + -2.5789897441864014 + ], + "logprob_reward": -0.07898977398872375, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898977398872375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07544419169425964, + 0.3725513219833374, + 0.07540982961654663, + 0.01154753752052784, + 0.20597875118255615, + 0.02755436673760414, + 0.018743818625807762, + 0.012252767570316792, + 0.11277271062135696, + 0.08774472773075104 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.07898977398872375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743470549583435 + ], + "opposite_logprob_tokens": [ + -0.4743470549583435 + ], + "logprob_reward": -0.9743470549583435, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743470549583435, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.033715199679136276, + 0.5074400305747986, + 0.17965081334114075, + 0.03456038609147072, + 0.04953628405928612, + 0.058673884719610214, + 0.015239200554788113, + 0.019371017813682556, + 0.052771005779504776, + 0.04904210940003395 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.9743470549583435 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "An extreme macro static shot offers a breathtakingly intimate view of two intricate, branching snowflakes on their inevitable collision course. The camera remains perfectly still, magnifying the subjects to godlike proportions against a deep, out-of-focus navy background. Each snowflake is a masterpiece of natural geometry, their translucent, crystalline arms reaching outward with perfect hexagonal symmetry, like delicate frozen ferns carved with incredibly intricate facets. A single, sharp, cold light source, originating from outside the frame, sweeps across them, shimmering their edges with a sharp silvery glow and casting intricate micro-shadows that accentuate their three-dimensional textures. They drift slowly, almost deliberately, toward each other until their delicate, feathery arms touch. The impact is instantaneous and silent; the elegant structures catastrophically shatter, exploding outward in a brilliant, shimmering cloud of microscopic ice dust that catches light like diamonds, creating an atmosphere of tranquility and violence that underscores the fleeting beauty of their fragile existence.", + "seed": 32104, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_14/index_7379_seed_32104_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17563445447012782, + "vlm_logprob": -0.17563445447012782, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.17563445447012782, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0065991804003715515 + ], + "opposite_logprob_tokens": [ + -5.131598949432373 + ], + "logprob_reward": -0.0065991804003715515, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0065991804003715515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08856770396232605, + 0.17419211566448212, + 0.12311306595802307, + 0.1533050835132599, + 0.20140479505062103, + 0.1357836127281189, + 0.020001286640763283, + 0.02416936121881008, + 0.035969626158475876, + 0.043493326753377914 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.0065991804003715515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003623469267040491 + ], + "opposite_logprob_tokens": [ + -5.6286234855651855 + ], + "logprob_reward": -0.003623469267040491, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003623469267040491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08795051276683807, + 0.20687545835971832, + 0.10732702165842056, + 0.15301387012004852, + 0.09277856349945068, + 0.0633477047085762, + 0.06403690576553345, + 0.05767504498362541, + 0.10480726510286331, + 0.06218762695789337 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.003623469267040491 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978813599795103 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.00978813599795103, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978813599795103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07765817642211914, + 0.11958444863557816, + 0.47522372007369995, + 0.1018889993429184, + 0.04121307283639908, + 0.0823100283741951, + 0.028309939429163933, + 0.01172362919896841, + 0.017546698451042175, + 0.04454123601317406 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.00978813599795103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031161457300186 + ], + "opposite_logprob_tokens": [ + -2.350311517715454 + ], + "logprob_reward": -0.10031161457300186, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031161457300186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046317800879478455, + 0.0792478695511818, + 0.2824712097644806, + 0.16470955312252045, + 0.08188335597515106, + 0.1310996413230896, + 0.09235772490501404, + 0.032458025962114334, + 0.03840698301792145, + 0.05104786157608032 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.10031161457300186 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two intricate, branching snowflakes visible as the main subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a deep, out-of-focus navy color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a single sharp light source sweep across the snowflakes creating silvery glows and micro-shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the snowflakes drift slowly toward each other until their arms touch and then shatter into a cloud of ice dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and remains perfectly still throughout the sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578498721122742 + ], + "opposite_logprob_tokens": [ + -0.6328498721122742 + ], + "logprob_reward": -0.7578498721122742, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578498721122742, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10475344955921173, + 0.038639917969703674, + 0.5537346005439758, + 0.027503419667482376, + 0.052564095705747604, + 0.13757100701332092, + 0.03305833414196968, + 0.013754957355558872, + 0.020754985511302948, + 0.017665237188339233 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.7578498721122742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_15/index_tensor([7605, 7605])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_15/index_tensor([7605, 7605])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ecbdc7bb1297f4b6ffcecab66424ffae69c257d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_15/index_tensor([7605, 7605])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot closely follows a majestic general, his complexion ruddy as a date, his beard thick and long, jet-black, reaching down to his chest. He wears a dark green battle robe embroidered with golden cloud patterns, its hems rustling in the wind, while the metal chain mail underneath gleams coldly in the dim sunlight. He rides a majestic crimson horse, its muscles defined, its mane dancing wildly in the wind. He gallops with unstoppable force across an ancient battlefield shrouded in yellow sand and billowing smoke. In his right hand, the general clutches his iconic Blue Dragon Crescent Blade, its cold blade gleaming sharply in the sunlight filtering through the dust. His body rises and falls steadily in time with the rhythm of his horse, his gaze fixed with a focused and resolute gaze. Every time the horse's hooves stepped heavily on the cracked ground, it would stir up a large amount of yellow dust and grass debris, forming a giant dragon of smoke and dust rolling backwards behind him, blurring the tattered battle flags and scattered weapons in the background. The whole picture was full of epic grandeur and unstoppable kinetic energy.", + "seed": 3788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_15/index_7605_seed_3788_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05318881832063198, + "vlm_logprob": -0.05318881832063198, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05318881832063198, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10087250173091888 + ], + "opposite_logprob_tokens": [ + -2.35087251663208 + ], + "logprob_reward": -0.10087250173091888, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10087250173091888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1267208755016327, + 0.038245074450969696, + 0.11095532029867172, + 0.07126130908727646, + 0.07219530642032623, + 0.04143788293004036, + 0.22850126028060913, + 0.11609168350696564, + 0.06915000081062317, + 0.1254412829875946 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.10087250173091888 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016094762831926346 + ], + "opposite_logprob_tokens": [ + -4.14109468460083 + ], + "logprob_reward": -0.016094762831926346, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016094762831926346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11401932686567307, + 0.08210781961679459, + 0.11272785067558289, + 0.05635330080986023, + 0.06798054277896881, + 0.03201552852988243, + 0.07752317190170288, + 0.07164409756660461, + 0.06631515920162201, + 0.3193131983280182 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.016094762831926346 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206700026988983 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206700026988983, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206700026988983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1470942497253418, + 0.044426657259464264, + 0.12803147733211517, + 0.04420852288603783, + 0.0636589527130127, + 0.16109859943389893, + 0.17113591730594635, + 0.09221713244915009, + 0.08708260953426361, + 0.06104587763547897 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.014206700026988983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12714117765426636 + ], + "opposite_logprob_tokens": [ + -2.127141237258911 + ], + "logprob_reward": -0.12714117765426636, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12714117765426636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12375960499048233, + 0.04452759772539139, + 0.10969262570142746, + 0.06615132093429565, + 0.12340547889471054, + 0.10877060145139694, + 0.05877334251999855, + 0.11268547922372818, + 0.051765475422143936, + 0.20046848058700562 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.12714117765426636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628949359059334 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628949359059334, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628949359059334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2208251655101776, + 0.13566280901432037, + 0.09141895174980164, + 0.10777364671230316, + 0.058341413736343384, + 0.11531668156385422, + 0.0696856677532196, + 0.05580403283238411, + 0.054619163274765015, + 0.09055255353450775 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.007628949359059334 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot closely follows a majestic general, his complexion ruddy as a date, his beard thick and long, jet-black, reaching down to his chest. He wears a dark green battle robe embroidered with golden cloud patterns, its hems rustling in the wind, while the metal chain mail underneath gleams coldly in the dim sunlight. He rides a majestic crimson horse, its muscles defined, its mane dancing wildly in the wind. He gallops with unstoppable force across an ancient battlefield shrouded in yellow sand and billowing smoke. In his right hand, the general clutches his iconic Blue Dragon Crescent Blade, its cold blade gleaming sharply in the sunlight filtering through the dust. His body rises and falls steadily in time with the rhythm of his horse, his gaze fixed with a focused and resolute gaze. Every time the horse's hooves stepped heavily on the cracked ground, it would stir up a large amount of yellow dust and grass debris, forming a giant dragon of smoke and dust rolling backwards behind him, blurring the tattered battle flags and scattered weapons in the background. The whole picture was full of epic grandeur and unstoppable kinetic energy.", + "seed": 3789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_15/index_7605_seed_3789_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06657161340117454, + "vlm_logprob": -0.06657161340117454, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.06657161340117454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18042875826358795 + ], + "opposite_logprob_tokens": [ + -1.8054287433624268 + ], + "logprob_reward": -0.18042875826358795, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18042875826358795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14471499621868134, + 0.04495901241898537, + 0.03850869461894035, + 0.052018795162439346, + 0.06336735188961029, + 0.05652235448360443, + 0.035854291170835495, + 0.0625123381614685, + 0.3790878653526306, + 0.12245426326990128 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.18042875826358795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208492547273636 + ], + "opposite_logprob_tokens": [ + -4.0182085037231445 + ], + "logprob_reward": -0.018208492547273636, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018208492547273636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10539042949676514, + 0.06696584075689316, + 0.039421312510967255, + 0.047087203711271286, + 0.05069652199745178, + 0.03500139340758324, + 0.02922525443136692, + 0.11089912801980972, + 0.3779389262199402, + 0.1373739391565323 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.018208492547273636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647258393466473 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647258393466473, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647258393466473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.177200585603714, + 0.0673537403345108, + 0.031192094087600708, + 0.06543614715337753, + 0.07380705326795578, + 0.05652005970478058, + 0.028569642454385757, + 0.1618637889623642, + 0.07244573533535004, + 0.26561111211776733 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.008647258393466473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11303349584341049 + ], + "opposite_logprob_tokens": [ + -2.2380335330963135 + ], + "logprob_reward": -0.11303349584341049, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11303349584341049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14359208941459656, + 0.059033170342445374, + 0.053909771144390106, + 0.1371067464351654, + 0.11058012396097183, + 0.07716475427150726, + 0.02643471397459507, + 0.09681190550327301, + 0.12404164671897888, + 0.17132505774497986 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.11303349584341049 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540061958134174 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012540061958134174, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540061958134174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23310570418834686, + 0.07940945774316788, + 0.0791168063879013, + 0.15631765127182007, + 0.07222314178943634, + 0.10670071840286255, + 0.08962168544530869, + 0.04344412311911583, + 0.07220911234617233, + 0.06785161048173904 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.012540061958134174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot closely follows a majestic general, his complexion ruddy as a date, his beard thick and long, jet-black, reaching down to his chest. He wears a dark green battle robe embroidered with golden cloud patterns, its hems rustling in the wind, while the metal chain mail underneath gleams coldly in the dim sunlight. He rides a majestic crimson horse, its muscles defined, its mane dancing wildly in the wind. He gallops with unstoppable force across an ancient battlefield shrouded in yellow sand and billowing smoke. In his right hand, the general clutches his iconic Blue Dragon Crescent Blade, its cold blade gleaming sharply in the sunlight filtering through the dust. His body rises and falls steadily in time with the rhythm of his horse, his gaze fixed with a focused and resolute gaze. Every time the horse's hooves stepped heavily on the cracked ground, it would stir up a large amount of yellow dust and grass debris, forming a giant dragon of smoke and dust rolling backwards behind him, blurring the tattered battle flags and scattered weapons in the background. The whole picture was full of epic grandeur and unstoppable kinetic energy.", + "seed": 3790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_15/index_7605_seed_3790_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09332741750404239, + "vlm_logprob": -0.09332741750404239, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.09332741750404239, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2821163535118103 + ], + "opposite_logprob_tokens": [ + -1.407116413116455 + ], + "logprob_reward": -0.2821163535118103, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2821163535118103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16483405232429504, + 0.0717623382806778, + 0.062261536717414856, + 0.14284765720367432, + 0.050116460770368576, + 0.07788731157779694, + 0.09284457564353943, + 0.0410795733332634, + 0.09779249131679535, + 0.1985740214586258 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.2821163535118103 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048687707632780075 + ], + "opposite_logprob_tokens": [ + -3.048687696456909 + ], + "logprob_reward": -0.048687707632780075, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048687707632780075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22777311503887177, + 0.14500364661216736, + 0.06022627651691437, + 0.09295616298913956, + 0.042429368942976, + 0.11293391138315201, + 0.06923234462738037, + 0.07092450559139252, + 0.06644835323095322, + 0.11207234859466553 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.048687707632780075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081271693110466 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.016081271693110466, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081271693110466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1602744311094284, + 0.24782699346542358, + 0.049430545419454575, + 0.06622877717018127, + 0.1198539063334465, + 0.05715472623705864, + 0.04475528374314308, + 0.043664444237947464, + 0.09022548049688339, + 0.12058540433645248 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.016081271693110466 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1130160391330719 + ], + "opposite_logprob_tokens": [ + -2.238016128540039 + ], + "logprob_reward": -0.1130160391330719, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1130160391330719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14529983699321747, + 0.20387336611747742, + 0.05303335562348366, + 0.11108209192752838, + 0.07373040914535522, + 0.06282476335763931, + 0.035923395305871964, + 0.05822039768099785, + 0.04316481575369835, + 0.21284757554531097 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.1130160391330719 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735715549439192 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735715549439192, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735715549439192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1806018352508545, + 0.1409895122051239, + 0.07793507725000381, + 0.16418986022472382, + 0.04043496027588844, + 0.044775016605854034, + 0.09115967154502869, + 0.031012602150440216, + 0.06103261932730675, + 0.16786889731884003 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.006735715549439192 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot closely follows a majestic general, his complexion ruddy as a date, his beard thick and long, jet-black, reaching down to his chest. He wears a dark green battle robe embroidered with golden cloud patterns, its hems rustling in the wind, while the metal chain mail underneath gleams coldly in the dim sunlight. He rides a majestic crimson horse, its muscles defined, its mane dancing wildly in the wind. He gallops with unstoppable force across an ancient battlefield shrouded in yellow sand and billowing smoke. In his right hand, the general clutches his iconic Blue Dragon Crescent Blade, its cold blade gleaming sharply in the sunlight filtering through the dust. His body rises and falls steadily in time with the rhythm of his horse, his gaze fixed with a focused and resolute gaze. Every time the horse's hooves stepped heavily on the cracked ground, it would stir up a large amount of yellow dust and grass debris, forming a giant dragon of smoke and dust rolling backwards behind him, blurring the tattered battle flags and scattered weapons in the background. The whole picture was full of epic grandeur and unstoppable kinetic energy.", + "seed": 3791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_15/index_7605_seed_3791_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07853104574605822, + "vlm_logprob": -0.07853104574605822, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.07853104574605822, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22633174061775208 + ], + "opposite_logprob_tokens": [ + -1.6013317108154297 + ], + "logprob_reward": -0.22633174061775208, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22633174061775208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14332562685012817, + 0.055347736924886703, + 0.09087558835744858, + 0.04581472650170326, + 0.07496640831232071, + 0.07423306256532669, + 0.10978976637125015, + 0.15641771256923676, + 0.07432188093662262, + 0.17490746080875397 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.22633174061775208 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018216921016573906 + ], + "opposite_logprob_tokens": [ + -4.018217086791992 + ], + "logprob_reward": -0.018216921016573906, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018216921016573906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05724886804819107, + 0.03796493262052536, + 0.02973835915327072, + 0.026629392057657242, + 0.02888292446732521, + 0.03654182702302933, + 0.04842211306095123, + 0.0934862419962883, + 0.07687386125326157, + 0.5642114877700806 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.018216921016573906 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208698645234108 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208698645234108, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208698645234108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11094191670417786, + 0.08654137700796127, + 0.06274042278528214, + 0.07268784195184708, + 0.06335273385047913, + 0.055674511939287186, + 0.04817187786102295, + 0.1355127990245819, + 0.08102012425661087, + 0.2833563983440399 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.014208698645234108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12716132402420044 + ], + "opposite_logprob_tokens": [ + -2.1271612644195557 + ], + "logprob_reward": -0.12716132402420044, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12716132402420044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14411738514900208, + 0.05558710917830467, + 0.07873354852199554, + 0.07791534066200256, + 0.051751505583524704, + 0.07406045496463776, + 0.11766795814037323, + 0.12411706894636154, + 0.1590026170015335, + 0.1170470118522644 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.12716132402420044 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a general with a thick, long, jet-black beard reaching down to his chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing a dark green battle robe embroidered with golden cloud patterns over metal chain mail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general riding a crimson horse with defined muscles and a mane dancing in the wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the general holding a Blue Dragon Crescent Blade in his right hand that gleams sharply in the sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot from a low-angle tracking shot following the general across an ancient battlefield shrouded in yellow sand and smoke?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067365444265306 + ], + "opposite_logprob_tokens": [ + -5.006736755371094 + ], + "logprob_reward": -0.0067365444265306, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067365444265306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20661665499210358, + 0.05804843828082085, + 0.11000500619411469, + 0.0857204794883728, + 0.06214343383908272, + 0.07460843771696091, + 0.04489939287304878, + 0.13532713055610657, + 0.14168091118335724, + 0.08095013350248337 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0067365444265306 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_2/index_tensor([546, 546])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_2/index_tensor([546, 546])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b8fcb3cb78e3c4d943775ca9a934c3cb76a34add --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_2/index_tensor([546, 546])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, low-angle, static shot depicts a land snail, its form rendered in the stark, high-contrast style of German Expressionism. The camera remains steady, amplifying the scene's tension. The snail's smooth, spiraling shell, patterned in soft amber and damp earth tones, captures a single, harsh light source, creating a distorted, unnatural sheen amidst the oppressive darkness. Its fleshy, pale body arches back in a dramatic, unnatural arch, its foot muscles tensing as it grasps a damp, black shard of slate. The snail's eyestalks are stretched to their absolute limit, stiff and twisted with palpable tension, as if braced for a sudden, vicious blow. The composition is deliberately unbalanced, its background an impenetrable black from which long, jagged shadows are cast, breaking the image into sharp, unsettling angles. This harsh, black-and-white light distorts and warps the creature's form, creating a deeply unsettling and emotionally charged atmosphere, transforming an ordinary animal into a nightmarish, psychological menace.", + "seed": 16797, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_2/index_546_seed_16797_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0841613993048668, + "vlm_logprob": -0.0841613993048668, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.0841613993048668, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09087152034044266 + ], + "opposite_logprob_tokens": [ + -2.465871572494507 + ], + "logprob_reward": -0.09087152034044266, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09087152034044266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10835814476013184, + 0.05315836891531944, + 0.10562204569578171, + 0.15016552805900574, + 0.09048145264387131, + 0.12285196036100388, + 0.1276424527168274, + 0.07649309188127518, + 0.052931685000658035, + 0.11229529231786728 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.09087152034044266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25215429067611694 + ], + "opposite_logprob_tokens": [ + -1.5021543502807617 + ], + "logprob_reward": -0.25215429067611694, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25215429067611694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09412949532270432, + 0.05413808301091194, + 0.05700550973415375, + 0.09659873694181442, + 0.040388599038124084, + 0.19382372498512268, + 0.06420645862817764, + 0.27299243211746216, + 0.044396527111530304, + 0.08232042193412781 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.25215429067611694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006741991266608238 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006741991266608238, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006741991266608238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14953486621379852, + 0.11757360398769379, + 0.08114136010408401, + 0.0935894325375557, + 0.10307291150093079, + 0.09436927735805511, + 0.08597026020288467, + 0.115712471306324, + 0.1102205142378807, + 0.04881532862782478 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.006741991266608238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075758263468742 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.016075758263468742, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075758263468742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12259671837091446, + 0.0932476669549942, + 0.11735725402832031, + 0.2709623873233795, + 0.14464126527309418, + 0.033912498503923416, + 0.0414377897977829, + 0.05449800565838814, + 0.06913221627473831, + 0.05221422389149666 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.016075758263468742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496343597769737 + ], + "opposite_logprob_tokens": [ + -2.9299633502960205 + ], + "logprob_reward": -0.05496343597769737, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496343597769737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09890694171190262, + 0.05276331305503845, + 0.056455403566360474, + 0.06223224475979805, + 0.1030028685927391, + 0.31378138065338135, + 0.0991966649889946, + 0.051500193774700165, + 0.07236907631158829, + 0.08979184925556183 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.05496343597769737 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle, static shot depicts a land snail, its form rendered in the stark, high-contrast style of German Expressionism. The camera remains steady, amplifying the scene's tension. The snail's smooth, spiraling shell, patterned in soft amber and damp earth tones, captures a single, harsh light source, creating a distorted, unnatural sheen amidst the oppressive darkness. Its fleshy, pale body arches back in a dramatic, unnatural arch, its foot muscles tensing as it grasps a damp, black shard of slate. The snail's eyestalks are stretched to their absolute limit, stiff and twisted with palpable tension, as if braced for a sudden, vicious blow. The composition is deliberately unbalanced, its background an impenetrable black from which long, jagged shadows are cast, breaking the image into sharp, unsettling angles. This harsh, black-and-white light distorts and warps the creature's form, creating a deeply unsettling and emotionally charged atmosphere, transforming an ordinary animal into a nightmarish, psychological menace.", + "seed": 16798, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_2/index_546_seed_16798_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11681534955278039, + "vlm_logprob": -0.11681534955278039, + "vlm_yes_no_margin": 3.024999976158142, + "vlm_token_credit": -0.11681534955278039, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016699526458978653 + ], + "opposite_logprob_tokens": [ + -4.141699314117432 + ], + "logprob_reward": -0.016699526458978653, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016699526458978653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07299717515707016, + 0.04722195491194725, + 0.09617698192596436, + 0.3709092140197754, + 0.018246755003929138, + 0.14749184250831604, + 0.08019424974918365, + 0.07143433392047882, + 0.04077528789639473, + 0.05455217510461807 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.016699526458978653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38709867000579834 + ], + "opposite_logprob_tokens": [ + -1.1370986700057983 + ], + "logprob_reward": -0.38709867000579834, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38709867000579834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09588192403316498, + 0.04767409712076187, + 0.08057640492916107, + 0.08293168991804123, + 0.08304796367883682, + 0.05428571254014969, + 0.09020441025495529, + 0.26622575521469116, + 0.057575296610593796, + 0.14159677922725677 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.38709867000579834 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634746376425028 + ], + "opposite_logprob_tokens": [ + -4.88263463973999 + ], + "logprob_reward": -0.007634746376425028, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634746376425028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08876454085111618, + 0.07252753525972366, + 0.0961153581738472, + 0.1418328434228897, + 0.06741054356098175, + 0.08697232604026794, + 0.09214873611927032, + 0.16686680912971497, + 0.08279485255479813, + 0.10456645488739014 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.007634746376425028 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029814520850777626 + ], + "opposite_logprob_tokens": [ + -3.5298144817352295 + ], + "logprob_reward": -0.029814520850777626, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029814520850777626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08811896294355392, + 0.04972405359148979, + 0.15901926159858704, + 0.14024826884269714, + 0.055091094225645065, + 0.16285385191440582, + 0.08697445690631866, + 0.06064966320991516, + 0.039459966123104095, + 0.1578603833913803 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.029814520850777626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428292840719223 + ], + "opposite_logprob_tokens": [ + -2.017829179763794 + ], + "logprob_reward": -0.1428292840719223, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428292840719223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12513819336891174, + 0.07160981744527817, + 0.15545186400413513, + 0.04003447666764259, + 0.07671335339546204, + 0.10202781111001968, + 0.08127211779356003, + 0.06621165573596954, + 0.03797787427902222, + 0.24356287717819214 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.1428292840719223 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle, static shot depicts a land snail, its form rendered in the stark, high-contrast style of German Expressionism. The camera remains steady, amplifying the scene's tension. The snail's smooth, spiraling shell, patterned in soft amber and damp earth tones, captures a single, harsh light source, creating a distorted, unnatural sheen amidst the oppressive darkness. Its fleshy, pale body arches back in a dramatic, unnatural arch, its foot muscles tensing as it grasps a damp, black shard of slate. The snail's eyestalks are stretched to their absolute limit, stiff and twisted with palpable tension, as if braced for a sudden, vicious blow. The composition is deliberately unbalanced, its background an impenetrable black from which long, jagged shadows are cast, breaking the image into sharp, unsettling angles. This harsh, black-and-white light distorts and warps the creature's form, creating a deeply unsettling and emotionally charged atmosphere, transforming an ordinary animal into a nightmarish, psychological menace.", + "seed": 16799, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_2/index_546_seed_16799_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0924986420199275, + "vlm_logprob": -0.0924986420199275, + "vlm_yes_no_margin": 3.249999964237213, + "vlm_token_credit": -0.0924986420199275, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03471485897898674 + ], + "opposite_logprob_tokens": [ + -3.409714937210083 + ], + "logprob_reward": -0.03471485897898674, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03471485897898674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24491584300994873, + 0.11465625464916229, + 0.0659911260008812, + 0.053985852748155594, + 0.20256716012954712, + 0.09861958026885986, + 0.060664478689432144, + 0.055352285504341125, + 0.045155078172683716, + 0.05809235945343971 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03471485897898674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486739993095398 + ], + "opposite_logprob_tokens": [ + -1.2236740589141846 + ], + "logprob_reward": -0.3486739993095398, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3486739993095398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48008298873901367, + 0.02527681365609169, + 0.027230847626924515, + 0.0318986140191555, + 0.13171987235546112, + 0.04888501390814781, + 0.03385389968752861, + 0.06100069731473923, + 0.10464535653591156, + 0.0554058775305748 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.3486739993095398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953199230134487 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953199230134487, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953199230134487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34810492396354675, + 0.20091019570827484, + 0.07739951461553574, + 0.0416855663061142, + 0.07497265934944153, + 0.04852629825472832, + 0.03122565895318985, + 0.04211989790201187, + 0.05688329041004181, + 0.07817194610834122 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.005953199230134487 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192455172538757 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192455172538757, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018192455172538757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2733819782733917, + 0.25405341386795044, + 0.07953339070081711, + 0.05412342771887779, + 0.07781686633825302, + 0.11749158799648285, + 0.03144066035747528, + 0.03637073189020157, + 0.036564942449331284, + 0.03922300785779953 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.018192455172538757 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495869740843773 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.05495869740843773, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495869740843773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27207982540130615, + 0.11695564538240433, + 0.08361037820577621, + 0.053480226546525955, + 0.11648943275213242, + 0.11706405878067017, + 0.05910297483205795, + 0.03498464450240135, + 0.0798628181219101, + 0.06636997312307358 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.05495869740843773 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, low-angle, static shot depicts a land snail, its form rendered in the stark, high-contrast style of German Expressionism. The camera remains steady, amplifying the scene's tension. The snail's smooth, spiraling shell, patterned in soft amber and damp earth tones, captures a single, harsh light source, creating a distorted, unnatural sheen amidst the oppressive darkness. Its fleshy, pale body arches back in a dramatic, unnatural arch, its foot muscles tensing as it grasps a damp, black shard of slate. The snail's eyestalks are stretched to their absolute limit, stiff and twisted with palpable tension, as if braced for a sudden, vicious blow. The composition is deliberately unbalanced, its background an impenetrable black from which long, jagged shadows are cast, breaking the image into sharp, unsettling angles. This harsh, black-and-white light distorts and warps the creature's form, creating a deeply unsettling and emotionally charged atmosphere, transforming an ordinary animal into a nightmarish, psychological menace.", + "seed": 16800, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_2/index_546_seed_16800_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07657077829353512, + "vlm_logprob": -0.07657077829353512, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.07657077829353512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01178764272481203 + ], + "opposite_logprob_tokens": [ + -4.511787414550781 + ], + "logprob_reward": -0.01178764272481203, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01178764272481203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2194679230451584, + 0.03705672174692154, + 0.09562245011329651, + 0.040418315678834915, + 0.051137059926986694, + 0.018407251685857773, + 0.10542547702789307, + 0.11415418237447739, + 0.12257425487041473, + 0.19573639333248138 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01178764272481203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135067224502563 + ], + "opposite_logprob_tokens": [ + -1.4063506126403809 + ], + "logprob_reward": -0.28135067224502563, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135067224502563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11153321713209152, + 0.0622401237487793, + 0.07174823433160782, + 0.08776287734508514, + 0.043538063764572144, + 0.09746868908405304, + 0.18729089200496674, + 0.08560006320476532, + 0.18096452951431274, + 0.07185329496860504 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.28135067224502563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003617292968556285 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.003617292968556285, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003617292968556285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24405629932880402, + 0.10410112142562866, + 0.0576363280415535, + 0.060262829065322876, + 0.04359660670161247, + 0.06069480627775192, + 0.09748288244009018, + 0.05882827565073967, + 0.0927097499370575, + 0.18063107132911682 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.003617292968556285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070127487182617 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070127487182617, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070127487182617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1717047244310379, + 0.0931810662150383, + 0.08302532881498337, + 0.058766063302755356, + 0.04428995028138161, + 0.03245620056986809, + 0.13772907853126526, + 0.12231579422950745, + 0.10283313691616058, + 0.15369857847690582 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.016070127487182617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a land snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and the shot static without movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail's shell patterned in soft amber and damp earth tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the snail's body arched back with its foot muscles tensed while grasping a damp black shard of slate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the snail's eyestalks stretched to their limit, appearing stiff and twisted?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.070028156042099 + ], + "opposite_logprob_tokens": [ + -2.695028066635132 + ], + "logprob_reward": -0.070028156042099, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.070028156042099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2514347434043884, + 0.05898546800017357, + 0.06950869411230087, + 0.06358891725540161, + 0.049675095826387405, + 0.03362133726477623, + 0.20870114862918854, + 0.06983634829521179, + 0.09564164280891418, + 0.09900662302970886 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.070028156042099 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_3/index_tensor([5508, 5508])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_3/index_tensor([5508, 5508])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f6f1fcbb58f71877617ea394fc0f0b1ea530531 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_3/index_tensor([5508, 5508])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, medium shot slowly closes in on a charismatic figure, a man in his forties, his hair slicked back from his forehead, standing on a simple, weathered wooden platform. The harsh golden light of the late afternoon sun carves strong lines across his face, casting a brilliant relief on one side and deep shadows on the other. He wears a simple, dark navy linen shirt, the collar unbuttoned and the sleeves rolled up to his forearms, revealing his muscular, expressive arms. As he passionately addresses the unseen but visibly engaged crowd, his body leans forward, a conduit of pure conviction. He forcefully punctuates his unheard words with deliberate, forceful gestures; one hand clenched into a fist near his heart, while the other, open palm, decisively cuts through the air, as if physically shaping his argument. The background is a soft-focus blur of a dusty, sun-drenched clearing, dust motes dancing in the brilliant light, creating an atmosphere of raw, intense, and utterly captivating revolutionary fervor.", + "seed": 17198, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_3/index_5508_seed_17198_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027983465045690537, + "vlm_logprob": -0.027983465045690537, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.027983465045690537, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.057100143283605576 + ], + "opposite_logprob_tokens": [ + -3.0571000576019287 + ], + "logprob_reward": -0.057100143283605576, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.057100143283605576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12614421546459198, + 0.05408504605293274, + 0.04129381850361824, + 0.04415975511074066, + 0.12240187078714371, + 0.06997844576835632, + 0.03394154831767082, + 0.08748563379049301, + 0.1478533148765564, + 0.27265632152557373 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.057100143283605576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05501251667737961 + ], + "opposite_logprob_tokens": [ + -2.9300124645233154 + ], + "logprob_reward": -0.05501251667737961, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05501251667737961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47897160053253174, + 0.06802741438150406, + 0.018836474046111107, + 0.05110398679971695, + 0.021931739524006844, + 0.10379248857498169, + 0.07152437418699265, + 0.022885790094733238, + 0.09164939075708389, + 0.0712767243385315 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.05501251667737961 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016079042106866837 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016079042106866837, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016079042106866837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35047781467437744, + 0.04684462770819664, + 0.09990154951810837, + 0.02421238087117672, + 0.031649116426706314, + 0.10551441460847855, + 0.019710587337613106, + 0.030350297689437866, + 0.11121580749750137, + 0.18012331426143646 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.016079042106866837 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632971741259098 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007632971741259098, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632971741259098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1306750774383545, + 0.07536083459854126, + 0.03164999932050705, + 0.03674432262778282, + 0.0693492442369461, + 0.117917999625206, + 0.05394376069307327, + 0.11771690100431442, + 0.27381280064582825, + 0.0928291380405426 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.007632971741259098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092651419341564 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092651419341564, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092651419341564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2819066345691681, + 0.07618463784456253, + 0.06661366671323776, + 0.08198656886816025, + 0.062255240976810455, + 0.1704486757516861, + 0.08518685400485992, + 0.03531576693058014, + 0.03857892006635666, + 0.10152298212051392 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.004092651419341564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot slowly closes in on a charismatic figure, a man in his forties, his hair slicked back from his forehead, standing on a simple, weathered wooden platform. The harsh golden light of the late afternoon sun carves strong lines across his face, casting a brilliant relief on one side and deep shadows on the other. He wears a simple, dark navy linen shirt, the collar unbuttoned and the sleeves rolled up to his forearms, revealing his muscular, expressive arms. As he passionately addresses the unseen but visibly engaged crowd, his body leans forward, a conduit of pure conviction. He forcefully punctuates his unheard words with deliberate, forceful gestures; one hand clenched into a fist near his heart, while the other, open palm, decisively cuts through the air, as if physically shaping his argument. The background is a soft-focus blur of a dusty, sun-drenched clearing, dust motes dancing in the brilliant light, creating an atmosphere of raw, intense, and utterly captivating revolutionary fervor.", + "seed": 17199, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_3/index_5508_seed_17199_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05875269314274192, + "vlm_logprob": -0.05875269314274192, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.05875269314274192, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.057010065764188766 + ], + "opposite_logprob_tokens": [ + -3.1820101737976074 + ], + "logprob_reward": -0.057010065764188766, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.057010065764188766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12309980392456055, + 0.39237239956855774, + 0.0858425423502922, + 0.16879180073738098, + 0.059274494647979736, + 0.0620233491063118, + 0.05069432035088539, + 0.012958100065588951, + 0.015381932258605957, + 0.02956131286919117 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.057010065764188766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2017066478729248 + ], + "opposite_logprob_tokens": [ + -1.7017066478729248 + ], + "logprob_reward": -0.2017066478729248, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2017066478729248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11748583614826202, + 0.17930257320404053, + 0.11932026594877243, + 0.07819376140832901, + 0.12095475941896439, + 0.20499733090400696, + 0.10251560807228088, + 0.017769744619727135, + 0.019307171925902367, + 0.040152985602617264 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.2017066478729248 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331520989537239 + ], + "opposite_logprob_tokens": [ + -3.773315191268921 + ], + "logprob_reward": -0.02331520989537239, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331520989537239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1234404668211937, + 0.2092295140028, + 0.07829602807760239, + 0.30786803364753723, + 0.08151493221521378, + 0.0879020169377327, + 0.05264045670628548, + 0.012012754566967487, + 0.02092761918902397, + 0.026168225333094597 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.02331520989537239 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076378220692276955 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.0076378220692276955, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076378220692276955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15260355174541473, + 0.27183452248573303, + 0.0812646746635437, + 0.08995216339826584, + 0.032190825790166855, + 0.1152101457118988, + 0.10551099479198456, + 0.0251674372702837, + 0.01556402537971735, + 0.11070165783166885 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0076378220692276955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040937201119959354 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.0040937201119959354, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040937201119959354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1765097826719284, + 0.11069457232952118, + 0.18593060970306396, + 0.25134754180908203, + 0.08320291340351105, + 0.057206202298402786, + 0.05372486636042595, + 0.03313235193490982, + 0.01665576547384262, + 0.031595442444086075 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0040937201119959354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot slowly closes in on a charismatic figure, a man in his forties, his hair slicked back from his forehead, standing on a simple, weathered wooden platform. The harsh golden light of the late afternoon sun carves strong lines across his face, casting a brilliant relief on one side and deep shadows on the other. He wears a simple, dark navy linen shirt, the collar unbuttoned and the sleeves rolled up to his forearms, revealing his muscular, expressive arms. As he passionately addresses the unseen but visibly engaged crowd, his body leans forward, a conduit of pure conviction. He forcefully punctuates his unheard words with deliberate, forceful gestures; one hand clenched into a fist near his heart, while the other, open palm, decisively cuts through the air, as if physically shaping his argument. The background is a soft-focus blur of a dusty, sun-drenched clearing, dust motes dancing in the brilliant light, creating an atmosphere of raw, intense, and utterly captivating revolutionary fervor.", + "seed": 17200, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_3/index_5508_seed_17200_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.033299263846129176, + "vlm_logprob": -0.033299263846129176, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.033299263846129176, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04663863405585289 + ], + "opposite_logprob_tokens": [ + -3.2966387271881104 + ], + "logprob_reward": -0.04663863405585289, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04663863405585289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12390318512916565, + 0.052250415086746216, + 0.019891610369086266, + 0.02045951597392559, + 0.606504499912262, + 0.03788961470127106, + 0.05029352754354477, + 0.014827354811131954, + 0.0356493704020977, + 0.038330890238285065 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.04663863405585289 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907555788755417 + ], + "opposite_logprob_tokens": [ + -2.4640755653381348 + ], + "logprob_reward": -0.08907555788755417, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907555788755417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17627312242984772, + 0.029968108981847763, + 0.06185976788401604, + 0.05014987662434578, + 0.4454272389411926, + 0.07088291645050049, + 0.025176338851451874, + 0.016713282093405724, + 0.08514607697725296, + 0.03840329870581627 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.08907555788755417 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080450266599655 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080450266599655, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080450266599655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09711109101772308, + 0.024004274979233742, + 0.0537535659968853, + 0.0728030875325203, + 0.6059529781341553, + 0.027594542130827904, + 0.029193874448537827, + 0.019275004044175148, + 0.03440786898136139, + 0.03590375557541847 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.016080450266599655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087710037827492 + ], + "opposite_logprob_tokens": [ + -4.511087894439697 + ], + "logprob_reward": -0.011087710037827492, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087710037827492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03625122457742691, + 0.017746254801750183, + 0.02719411440193653, + 0.010873432271182537, + 0.6795620322227478, + 0.06235714629292488, + 0.03921569511294365, + 0.028224384412169456, + 0.06401972472667694, + 0.034556008875370026 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.011087710037827492 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036139669828116894 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036139669828116894, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036139669828116894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11860763281583786, + 0.05207161605358124, + 0.06953761726617813, + 0.03496086969971657, + 0.5430968403816223, + 0.044376522302627563, + 0.04054786637425423, + 0.033347953110933304, + 0.03687843307852745, + 0.026574671268463135 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0036139669828116894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, medium shot slowly closes in on a charismatic figure, a man in his forties, his hair slicked back from his forehead, standing on a simple, weathered wooden platform. The harsh golden light of the late afternoon sun carves strong lines across his face, casting a brilliant relief on one side and deep shadows on the other. He wears a simple, dark navy linen shirt, the collar unbuttoned and the sleeves rolled up to his forearms, revealing his muscular, expressive arms. As he passionately addresses the unseen but visibly engaged crowd, his body leans forward, a conduit of pure conviction. He forcefully punctuates his unheard words with deliberate, forceful gestures; one hand clenched into a fist near his heart, while the other, open palm, decisively cuts through the air, as if physically shaping his argument. The background is a soft-focus blur of a dusty, sun-drenched clearing, dust motes dancing in the brilliant light, creating an atmosphere of raw, intense, and utterly captivating revolutionary fervor.", + "seed": 17201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_3/index_5508_seed_17201_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020739185251295568, + "vlm_logprob": -0.020739185251295568, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.020739185251295568, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049719974398612976 + ], + "opposite_logprob_tokens": [ + -3.174720048904419 + ], + "logprob_reward": -0.049719974398612976, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.049719974398612976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12144918739795685, + 0.0497024767100811, + 0.15122070908546448, + 0.05286848172545433, + 0.1529892534017563, + 0.05680882930755615, + 0.04939478263258934, + 0.04800323024392128, + 0.10435659438371658, + 0.213206484913826 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.049719974398612976 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373855724930763 + ], + "opposite_logprob_tokens": [ + -3.408738613128662 + ], + "logprob_reward": -0.03373855724930763, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373855724930763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17278380692005157, + 0.06989609450101852, + 0.2190755009651184, + 0.09928809106349945, + 0.05707528442144394, + 0.03900226205587387, + 0.10293100029230118, + 0.09704634547233582, + 0.07071216404438019, + 0.07218942046165466 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.03373855724930763 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787309914827347 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009787309914827347, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787309914827347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2215474247932434, + 0.15482647716999054, + 0.10386013239622116, + 0.07303405553102493, + 0.0706983432173729, + 0.04434577375650406, + 0.06794532388448715, + 0.06350719928741455, + 0.07588572800159454, + 0.12434946745634079 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.009787309914827347 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633563131093979 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633563131093979, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633563131093979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09684424847364426, + 0.057729050517082214, + 0.08983352780342102, + 0.055266834795475006, + 0.1477624624967575, + 0.058693934231996536, + 0.10542311519384384, + 0.08233082294464111, + 0.14010514318943024, + 0.1660108119249344 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.007633563131093979 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle medium shot that slowly closes in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man in his forties with slicked-back hair standing on a weathered wooden platform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark navy linen shirt with an unbuttoned collar and sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man lean forward and make forceful gestures, including a clenched fist near his heart and an open palm cutting through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus blur of a dusty, sun-drenched clearing with visible dust motes dancing in the light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028165215626358986 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028165215626358986, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028165215626358986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11672042310237885, + 0.056684695184230804, + 0.11149779707193375, + 0.10525510460138321, + 0.0914376974105835, + 0.03551096096634865, + 0.058071061968803406, + 0.035431791096925735, + 0.06626366823911667, + 0.32312682271003723 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.0028165215626358986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_4/index_tensor([2644, 2644])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_4/index_tensor([2644, 2644])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7c1bc3430b103000fd6395da00fa63a1f917d2ca --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_4/index_tensor([2644, 2644])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot races alongside a gleaming candy-apple red sports car, its chassis so low it practically skims the ground. The car relentlessly drives along a rain-soaked black asphalt road, its high-gloss surface like a moving mirror, reflecting the electric glow of the city. Its tires spin in a frenzy of motion blur, decisively plunging through shallow puddles, kicking up spectacular fan-shaped sprays of luminous light that gracefully arc through the air behind it. The setting is a sprawling futuristic metropolis at night, drenched in the vibrant pulsing light of giant neon signs and towering digital billboards, casting the scene in a palette of electric blue, magenta, and toxic green. These saturated colors are reflected in long, twisting streaks across the car's aerodynamic body and the mirror-like, wet road surface. The car's own bright white LED headlights carve a sharp path through the darkness, capturing the fine mist in the air and the steam rising from manhole covers. The entire sequence is filled with a high-octane, exciting atmosphere, capturing moments of pure, controlled power and speed against a dazzling, rain-washed urban backdrop.", + "seed": 9654, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_4/index_2644_seed_9654_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.011109238746576012, + "vlm_logprob": -0.011109238746576012, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.011109238746576012, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006289924494922161 + ], + "opposite_logprob_tokens": [ + -5.131289958953857 + ], + "logprob_reward": -0.006289924494922161, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006289924494922161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17358946800231934, + 0.05249087139964104, + 0.13151882588863373, + 0.07226567715406418, + 0.031016269698739052, + 0.031896959990262985, + 0.04384222254157066, + 0.2847912609577179, + 0.03375157341361046, + 0.14483684301376343 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.006289924494922161 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202939346432686 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014202939346432686, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202939346432686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03605896234512329, + 0.05997061729431152, + 0.05765359848737717, + 0.034782037138938904, + 0.00948391854763031, + 0.03770388662815094, + 0.019748833030462265, + 0.5938646793365479, + 0.0385708250105381, + 0.11216257512569427 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.014202939346432686 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008114859228953719 + ], + "opposite_logprob_tokens": [ + -7.125811576843262 + ], + "logprob_reward": -0.0008114859228953719, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008114859228953719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11471081525087357, + 0.08497114479541779, + 0.1430937945842743, + 0.16428492963314056, + 0.1184668242931366, + 0.02954791858792305, + 0.037522368133068085, + 0.02993735671043396, + 0.029732676222920418, + 0.24773216247558594 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.0008114859228953719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818074844777584 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.01818074844777584, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818074844777584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08773057907819748, + 0.04043539986014366, + 0.13593004643917084, + 0.20151372253894806, + 0.03909263014793396, + 0.014788691885769367, + 0.055936407297849655, + 0.2520994246006012, + 0.025714952498674393, + 0.14675821363925934 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.01818074844777584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016061095520853996 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.016061095520853996, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016061095520853996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07680997252464294, + 0.06153291091322899, + 0.19518591463565826, + 0.07525993138551712, + 0.044435493648052216, + 0.049002669751644135, + 0.023230310529470444, + 0.22179223597049713, + 0.07541079074144363, + 0.17733976244926453 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.016061095520853996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot races alongside a gleaming candy-apple red sports car, its chassis so low it practically skims the ground. The car relentlessly drives along a rain-soaked black asphalt road, its high-gloss surface like a moving mirror, reflecting the electric glow of the city. Its tires spin in a frenzy of motion blur, decisively plunging through shallow puddles, kicking up spectacular fan-shaped sprays of luminous light that gracefully arc through the air behind it. The setting is a sprawling futuristic metropolis at night, drenched in the vibrant pulsing light of giant neon signs and towering digital billboards, casting the scene in a palette of electric blue, magenta, and toxic green. These saturated colors are reflected in long, twisting streaks across the car's aerodynamic body and the mirror-like, wet road surface. The car's own bright white LED headlights carve a sharp path through the darkness, capturing the fine mist in the air and the steam rising from manhole covers. The entire sequence is filled with a high-octane, exciting atmosphere, capturing moments of pure, controlled power and speed against a dazzling, rain-washed urban backdrop.", + "seed": 9655, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_4/index_2644_seed_9655_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02264219247736037, + "vlm_logprob": -0.02264219247736037, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.02264219247736037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009202091954648495 + ], + "opposite_logprob_tokens": [ + -4.759202003479004 + ], + "logprob_reward": -0.009202091954648495, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009202091954648495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22141359746456146, + 0.1261451244354248, + 0.0791245624423027, + 0.15516701340675354, + 0.051896192133426666, + 0.05815715342760086, + 0.0544133260846138, + 0.05777210369706154, + 0.13304546475410461, + 0.06286546587944031 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.009202091954648495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080332919955254 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080332919955254, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080332919955254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07348444312810898, + 0.1421949714422226, + 0.07719217240810394, + 0.08952288329601288, + 0.04805412515997887, + 0.08040075749158859, + 0.117948018014431, + 0.07351897656917572, + 0.21529579162597656, + 0.08238779008388519 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.016080332919955254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335682114586234 + ], + "opposite_logprob_tokens": [ + -6.626335620880127 + ], + "logprob_reward": -0.001335682114586234, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335682114586234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16248732805252075, + 0.11216933280229568, + 0.1227436363697052, + 0.14961984753608704, + 0.0898682028055191, + 0.08919772505760193, + 0.07788132131099701, + 0.059792906045913696, + 0.08238881826400757, + 0.053850896656513214 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.001335682114586234 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896686345338821 + ], + "opposite_logprob_tokens": [ + -2.5789668560028076 + ], + "logprob_reward": -0.07896686345338821, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896686345338821, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26607629656791687, + 0.12120834738016129, + 0.1300317794084549, + 0.11519469320774078, + 0.056311845779418945, + 0.06999024748802185, + 0.10297329723834991, + 0.03721437603235245, + 0.049731481820344925, + 0.0512675940990448 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07896686345338821 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625991944223642 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007625991944223642, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625991944223642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12907250225543976, + 0.26439955830574036, + 0.09748591482639313, + 0.03639142960309982, + 0.05655980855226517, + 0.04383053630590439, + 0.07952922582626343, + 0.09550092369318008, + 0.04375971481204033, + 0.1534704566001892 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.007625991944223642 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot races alongside a gleaming candy-apple red sports car, its chassis so low it practically skims the ground. The car relentlessly drives along a rain-soaked black asphalt road, its high-gloss surface like a moving mirror, reflecting the electric glow of the city. Its tires spin in a frenzy of motion blur, decisively plunging through shallow puddles, kicking up spectacular fan-shaped sprays of luminous light that gracefully arc through the air behind it. The setting is a sprawling futuristic metropolis at night, drenched in the vibrant pulsing light of giant neon signs and towering digital billboards, casting the scene in a palette of electric blue, magenta, and toxic green. These saturated colors are reflected in long, twisting streaks across the car's aerodynamic body and the mirror-like, wet road surface. The car's own bright white LED headlights carve a sharp path through the darkness, capturing the fine mist in the air and the steam rising from manhole covers. The entire sequence is filled with a high-octane, exciting atmosphere, capturing moments of pure, controlled power and speed against a dazzling, rain-washed urban backdrop.", + "seed": 9656, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_4/index_2644_seed_9656_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008511569490656257, + "vlm_logprob": -0.008511569490656257, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.008511569490656257, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028293600771576166 + ], + "opposite_logprob_tokens": [ + -6.002829551696777 + ], + "logprob_reward": -0.0028293600771576166, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0028293600771576166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10036369413137436, + 0.18843910098075867, + 0.12064527720212936, + 0.23590470850467682, + 0.05804838985204697, + 0.058790188282728195, + 0.048560090363025665, + 0.07193887233734131, + 0.035716425627470016, + 0.08159328997135162 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.0028293600771576166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082993820309639 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011082993820309639, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082993820309639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10319323092699051, + 0.08177205920219421, + 0.0932987630367279, + 0.24398523569107056, + 0.07893216609954834, + 0.06133098900318146, + 0.12177536636590958, + 0.017457012087106705, + 0.016722753643989563, + 0.18153250217437744 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.011082993820309639 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335205975919962 + ], + "opposite_logprob_tokens": [ + -6.626335144042969 + ], + "logprob_reward": -0.001335205975919962, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335205975919962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06923651695251465, + 0.10107117146253586, + 0.07135125249624252, + 0.2595524191856384, + 0.18471945822238922, + 0.07645057886838913, + 0.03019961155951023, + 0.016713205724954605, + 0.014913787133991718, + 0.17579205334186554 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.001335205975919962 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576585084199905 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576585084199905, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576585084199905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13855913281440735, + 0.12930668890476227, + 0.17463716864585876, + 0.29184862971305847, + 0.06514158099889755, + 0.03625250235199928, + 0.06784026324748993, + 0.029546676203608513, + 0.03299790993332863, + 0.03386947512626648 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.020576585084199905 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067337024956941605 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.0067337024956941605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067337024956941605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1454700380563736, + 0.1025409922003746, + 0.05015997216105461, + 0.12087409198284149, + 0.07840185612440109, + 0.25181347131729126, + 0.12931571900844574, + 0.024964552372694016, + 0.03510837256908417, + 0.061350975185632706 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.0067337024956941605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot races alongside a gleaming candy-apple red sports car, its chassis so low it practically skims the ground. The car relentlessly drives along a rain-soaked black asphalt road, its high-gloss surface like a moving mirror, reflecting the electric glow of the city. Its tires spin in a frenzy of motion blur, decisively plunging through shallow puddles, kicking up spectacular fan-shaped sprays of luminous light that gracefully arc through the air behind it. The setting is a sprawling futuristic metropolis at night, drenched in the vibrant pulsing light of giant neon signs and towering digital billboards, casting the scene in a palette of electric blue, magenta, and toxic green. These saturated colors are reflected in long, twisting streaks across the car's aerodynamic body and the mirror-like, wet road surface. The car's own bright white LED headlights carve a sharp path through the darkness, capturing the fine mist in the air and the steam rising from manhole covers. The entire sequence is filled with a high-octane, exciting atmosphere, capturing moments of pure, controlled power and speed against a dazzling, rain-washed urban backdrop.", + "seed": 9657, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_4/index_2644_seed_9657_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04013605350628495, + "vlm_logprob": -0.04013605350628495, + "vlm_yes_no_margin": 3.7499999523162844, + "vlm_token_credit": -0.04013605350628495, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0341220498085022 + ], + "opposite_logprob_tokens": [ + -3.4091219902038574 + ], + "logprob_reward": -0.0341220498085022, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0341220498085022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14893344044685364, + 0.17612308263778687, + 0.054482556879520416, + 0.026288451626896858, + 0.07675007730722427, + 0.17718912661075592, + 0.055255286395549774, + 0.045186541974544525, + 0.15555383265018463, + 0.08423757553100586 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.0341220498085022 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077401116490364 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077401116490364, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077401116490364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12923121452331543, + 0.052030451595783234, + 0.0517006553709507, + 0.11428748071193695, + 0.062313176691532135, + 0.14119090139865875, + 0.10021881014108658, + 0.12872055172920227, + 0.1038116067647934, + 0.11649516969919205 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.016077401116490364 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253201816231012 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253201816231012, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253201816231012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2072172611951828, + 0.0644218921661377, + 0.057867567986249924, + 0.21623243391513824, + 0.04216449707746506, + 0.1569179743528366, + 0.06150706857442856, + 0.06746233254671097, + 0.07227446138858795, + 0.053934525698423386 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.005253201816231012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704510986804962 + ], + "opposite_logprob_tokens": [ + -2.127045154571533 + ], + "logprob_reward": -0.12704510986804962, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704510986804962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3411251902580261, + 0.17648570239543915, + 0.08067259937524796, + 0.0848848819732666, + 0.03225702419877052, + 0.015894068405032158, + 0.08148261159658432, + 0.046425994485616684, + 0.04611853510141373, + 0.0946534052491188 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.12704510986804962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a gleaming candy-apple red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and tracking alongside the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car driving on a rain-soaked black asphalt road with visible reflections?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene take place in a futuristic metropolis at night with neon signs and digital billboards?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there visible fan-shaped sprays of water kicked up by the car's tires?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182504922151566 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182504922151566, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018182504922151566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15637081861495972, + 0.2504796087741852, + 0.08732054382562637, + 0.07014448195695877, + 0.09321872144937515, + 0.07699532806873322, + 0.03857419267296791, + 0.0645722970366478, + 0.09256987273693085, + 0.06975412368774414 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.018182504922151566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_5/index_tensor([6983, 6983])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_5/index_tensor([6983, 6983])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..23adde156e3ff6a8a3b102ac623b4bb05ff265e3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_5/index_tensor([6983, 6983])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic medium shot, shot from an overhead angle, gently undulating with the rhythm of the waves, focuses on a resolute Asian man, alone at the helm of a simple wooden boat. In this dramatic, high-contrast black and white image, his weathered face reveals distinct cheekbones, a slightly furrowed brow, and a gaze fixed intently on the turbulent sea ahead, his jawline set in a tense concentration. His windswept, short, black hair occasionally brushes against his forehead. He wears a dark waterproof jacket, the collar raised high to protect him from the biting wind. His bony hands hold the old wooden rudder firmly, steady, and powerfully. Behind him, a weathered sail, fully inflated by the strong wind, propels the boat through the whitecaps and across the heaving sea. There are thick, rolling dark clouds overhead, but a few rays of struggling light penetrate the clouds, carving sharp outlines and deep shadows on his face, arms, and the sea-wet deck. The whole picture conveys an epic sense of loneliness, perseverance, and struggle against nature.", + "seed": 19909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_5/index_6983_seed_19909_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.35129223577678204, + "vlm_logprob": -0.35129223577678204, + "vlm_yes_no_margin": 1.874999988079071, + "vlm_token_credit": -0.35129223577678204, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.160559892654419 + ], + "opposite_logprob_tokens": [ + -0.41055983304977417 + ], + "logprob_reward": -1.160559892654419, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.160559892654419, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13667680323123932, + 0.039725035429000854, + 0.04216579347848892, + 0.026019291952252388, + 0.05413544550538063, + 0.3690635859966278, + 0.21567292511463165, + 0.06557677686214447, + 0.01829511672258377, + 0.03266925364732742 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -1.160559892654419 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743375778198242 + ], + "opposite_logprob_tokens": [ + -0.9743375778198242 + ], + "logprob_reward": -0.4743375778198242, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743375778198242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2955355942249298, + 0.14399933815002441, + 0.052748702466487885, + 0.03376058489084244, + 0.059353262186050415, + 0.1619756668806076, + 0.05774528905749321, + 0.11618431657552719, + 0.031310636550188065, + 0.047386594116687775 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.4743375778198242 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981417439877987 + ], + "opposite_logprob_tokens": [ + -3.5298142433166504 + ], + "logprob_reward": -0.02981417439877987, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981417439877987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10540833324193954, + 0.0520484559237957, + 0.046802397817373276, + 0.046209752559661865, + 0.14648966491222382, + 0.3956505060195923, + 0.030537426471710205, + 0.06075870245695114, + 0.038380641490221024, + 0.07771413028240204 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.02981417439877987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043086808174848557 + ], + "opposite_logprob_tokens": [ + -3.1680867671966553 + ], + "logprob_reward": -0.043086808174848557, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043086808174848557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18453213572502136, + 0.10712192207574844, + 0.06613706797361374, + 0.08215799182653427, + 0.07686146348714828, + 0.12441886216402054, + 0.14875482022762299, + 0.10757572948932648, + 0.038678307086229324, + 0.0637616515159607 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.043086808174848557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866272583603859 + ], + "opposite_logprob_tokens": [ + -3.0486626625061035 + ], + "logprob_reward": -0.04866272583603859, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866272583603859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18770542740821838, + 0.08825777471065521, + 0.09384434670209885, + 0.06142524629831314, + 0.10780772566795349, + 0.09948407113552094, + 0.12212642282247543, + 0.1298232525587082, + 0.036321401596069336, + 0.07320431619882584 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.04866272583603859 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic medium shot, shot from an overhead angle, gently undulating with the rhythm of the waves, focuses on a resolute Asian man, alone at the helm of a simple wooden boat. In this dramatic, high-contrast black and white image, his weathered face reveals distinct cheekbones, a slightly furrowed brow, and a gaze fixed intently on the turbulent sea ahead, his jawline set in a tense concentration. His windswept, short, black hair occasionally brushes against his forehead. He wears a dark waterproof jacket, the collar raised high to protect him from the biting wind. His bony hands hold the old wooden rudder firmly, steady, and powerfully. Behind him, a weathered sail, fully inflated by the strong wind, propels the boat through the whitecaps and across the heaving sea. There are thick, rolling dark clouds overhead, but a few rays of struggling light penetrate the clouds, carving sharp outlines and deep shadows on his face, arms, and the sea-wet deck. The whole picture conveys an epic sense of loneliness, perseverance, and struggle against nature.", + "seed": 19910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_5/index_6983_seed_19910_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.34818183425813914, + "vlm_logprob": -0.34818183425813914, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.34818183425813914, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5289260149002075 + ], + "opposite_logprob_tokens": [ + -0.27892598509788513 + ], + "logprob_reward": -1.5289260149002075, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5289260149002075, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16080041229724884, + 0.16043907403945923, + 0.18476349115371704, + 0.09418321400880814, + 0.09287448227405548, + 0.05725108087062836, + 0.04353243485093117, + 0.1020890399813652, + 0.049847234040498734, + 0.0542195625603199 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -1.5289260149002075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014244896359741688 + ], + "opposite_logprob_tokens": [ + -4.26424503326416 + ], + "logprob_reward": -0.014244896359741688, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014244896359741688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07163485884666443, + 0.07465369999408722, + 0.026703791692852974, + 0.03511973097920418, + 0.23567327857017517, + 0.05338020622730255, + 0.38032570481300354, + 0.09261775761842728, + 0.009551908820867538, + 0.02033897675573826 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.014244896359741688 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003593444824219 + ], + "opposite_logprob_tokens": [ + -2.695035934448242 + ], + "logprob_reward": -0.07003593444824219, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003593444824219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270124614238739, + 0.20225085318088531, + 0.13187097012996674, + 0.17021918296813965, + 0.053874507546424866, + 0.12584176659584045, + 0.042339276522397995, + 0.06430768221616745, + 0.02451859973371029, + 0.057764727622270584 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.07003593444824219 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903846353292465 + ], + "opposite_logprob_tokens": [ + -2.579038381576538 + ], + "logprob_reward": -0.07903846353292465, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903846353292465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06786070764064789, + 0.20954810082912445, + 0.09036901593208313, + 0.03857779875397682, + 0.2500787377357483, + 0.05668967217206955, + 0.07081727683544159, + 0.09207478910684586, + 0.04504868760704994, + 0.0789351686835289 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.07903846353292465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866386204957962 + ], + "opposite_logprob_tokens": [ + -3.048663854598999 + ], + "logprob_reward": -0.04866386204957962, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866386204957962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09709994494915009, + 0.1227429211139679, + 0.06452096998691559, + 0.15818734467029572, + 0.07578693330287933, + 0.12026825547218323, + 0.246022567152977, + 0.03905818611383438, + 0.024987267330288887, + 0.05132562667131424 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.04866386204957962 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic medium shot, shot from an overhead angle, gently undulating with the rhythm of the waves, focuses on a resolute Asian man, alone at the helm of a simple wooden boat. In this dramatic, high-contrast black and white image, his weathered face reveals distinct cheekbones, a slightly furrowed brow, and a gaze fixed intently on the turbulent sea ahead, his jawline set in a tense concentration. His windswept, short, black hair occasionally brushes against his forehead. He wears a dark waterproof jacket, the collar raised high to protect him from the biting wind. His bony hands hold the old wooden rudder firmly, steady, and powerfully. Behind him, a weathered sail, fully inflated by the strong wind, propels the boat through the whitecaps and across the heaving sea. There are thick, rolling dark clouds overhead, but a few rays of struggling light penetrate the clouds, carving sharp outlines and deep shadows on his face, arms, and the sea-wet deck. The whole picture conveys an epic sense of loneliness, perseverance, and struggle against nature.", + "seed": 19911, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_5/index_6983_seed_19911_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.25483450666069984, + "vlm_logprob": -0.25483450666069984, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.25483450666069984, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9596631526947021 + ], + "opposite_logprob_tokens": [ + -0.5846631526947021 + ], + "logprob_reward": -0.9596631526947021, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9596631526947021, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2133082151412964, + 0.08936663717031479, + 0.03370959311723709, + 0.15170465409755707, + 0.06629449129104614, + 0.09874951094388962, + 0.09691614657640457, + 0.07099141925573349, + 0.11060983687639236, + 0.06834960728883743 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.9596631526947021 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10039065033197403 + ], + "opposite_logprob_tokens": [ + -2.350390672683716 + ], + "logprob_reward": -0.10039065033197403, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10039065033197403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22970184683799744, + 0.12959139049053192, + 0.08069657534360886, + 0.09866101294755936, + 0.12430591136217117, + 0.03655434027314186, + 0.02957344613969326, + 0.020821738988161087, + 0.1122099757194519, + 0.13788370788097382 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.10039065033197403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904960751533508 + ], + "opposite_logprob_tokens": [ + -2.4640495777130127 + ], + "logprob_reward": -0.08904960751533508, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904960751533508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10189496725797653, + 0.09361027181148529, + 0.09402691572904587, + 0.14176559448242188, + 0.05775843933224678, + 0.19012823700904846, + 0.05064774677157402, + 0.056542981415987015, + 0.15847492218017578, + 0.055149879306554794 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.08904960751533508 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07009384036064148 + ], + "opposite_logprob_tokens": [ + -2.695093870162964 + ], + "logprob_reward": -0.07009384036064148, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07009384036064148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17683319747447968, + 0.11545366048812866, + 0.04495057463645935, + 0.1615847945213318, + 0.042351044714450836, + 0.12138964235782623, + 0.07746259868144989, + 0.027714986354112625, + 0.07967369258403778, + 0.15258578956127167 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.07009384036064148 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497528240084648 + ], + "opposite_logprob_tokens": [ + -2.9299752712249756 + ], + "logprob_reward": -0.05497528240084648, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497528240084648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06551159918308258, + 0.14022906124591827, + 0.03265642747282982, + 0.2518326938152313, + 0.0891571193933487, + 0.07510130852460861, + 0.1265338659286499, + 0.09665391594171524, + 0.05333781614899635, + 0.06898616999387741 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.05497528240084648 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic medium shot, shot from an overhead angle, gently undulating with the rhythm of the waves, focuses on a resolute Asian man, alone at the helm of a simple wooden boat. In this dramatic, high-contrast black and white image, his weathered face reveals distinct cheekbones, a slightly furrowed brow, and a gaze fixed intently on the turbulent sea ahead, his jawline set in a tense concentration. His windswept, short, black hair occasionally brushes against his forehead. He wears a dark waterproof jacket, the collar raised high to protect him from the biting wind. His bony hands hold the old wooden rudder firmly, steady, and powerfully. Behind him, a weathered sail, fully inflated by the strong wind, propels the boat through the whitecaps and across the heaving sea. There are thick, rolling dark clouds overhead, but a few rays of struggling light penetrate the clouds, carving sharp outlines and deep shadows on his face, arms, and the sea-wet deck. The whole picture conveys an epic sense of loneliness, perseverance, and struggle against nature.", + "seed": 19912, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_5/index_6983_seed_19912_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2985926281660795, + "vlm_logprob": -0.2985926281660795, + "vlm_yes_no_margin": 2.224999988079071, + "vlm_token_credit": -0.2985926281660795, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.276906967163086 + ], + "opposite_logprob_tokens": [ + -0.40190690755844116 + ], + "logprob_reward": -1.276906967163086, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.276906967163086, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11722413450479507, + 0.02141578495502472, + 0.6227214932441711, + 0.03189526125788689, + 0.04384390637278557, + 0.027810852974653244, + 0.033426690846681595, + 0.02273743972182274, + 0.010846802964806557, + 0.06807762384414673 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -1.276906967163086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023339899256825447 + ], + "opposite_logprob_tokens": [ + -3.7733399868011475 + ], + "logprob_reward": -0.023339899256825447, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023339899256825447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08539456874132156, + 0.07729488611221313, + 0.5937063694000244, + 0.037218447774648666, + 0.04335432127118111, + 0.02487322874367237, + 0.05959931015968323, + 0.008513502776622772, + 0.01532731857150793, + 0.054718006402254105 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.023339899256825447 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054969754070043564 + ], + "opposite_logprob_tokens": [ + -2.9299697875976562 + ], + "logprob_reward": -0.054969754070043564, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054969754070043564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058138586580753326, + 0.03103918954730034, + 0.6879908442497253, + 0.05100643262267113, + 0.03609468415379524, + 0.043419335037469864, + 0.020078318193554878, + 0.017155809327960014, + 0.007453074213117361, + 0.047623708844184875 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.054969754070043564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.089085154235363 + ], + "opposite_logprob_tokens": [ + -2.464085102081299 + ], + "logprob_reward": -0.089085154235363, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.089085154235363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21974803507328033, + 0.058641158044338226, + 0.1946486532688141, + 0.05695696547627449, + 0.1151876449584961, + 0.04941027984023094, + 0.09505807608366013, + 0.041241616010665894, + 0.09948348253965378, + 0.06962414085865021 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.089085154235363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from an overhead angle in a medium shot framing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video presented in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera moving gently undulating with the rhythm of the waves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character an Asian man wearing a dark waterproof jacket with a raised collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the man holding a weathered wooden rudder while standing at the helm of a simple wooden boat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866136610507965 + ], + "opposite_logprob_tokens": [ + -3.048661470413208 + ], + "logprob_reward": -0.04866136610507965, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866136610507965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09359421581029892, + 0.03996523097157478, + 0.4189201593399048, + 0.03379317373037338, + 0.057051174342632294, + 0.014660890214145184, + 0.08412251621484756, + 0.05462642386555672, + 0.024085095152258873, + 0.17918112874031067 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.04866136610507965 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_6/index_tensor([6672, 6672])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_6/index_tensor([6672, 6672])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a9ce1ca65f8fe296cde3f1803f1cc323f0433a10 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_6/index_tensor([6672, 6672])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up, the camera moving slowly and gracefully in a circular motion, captures a tender moment between two garden snails, rendered in stunning PIXAR-style animation. With large, glossy, deeply expressive black eyes, they are filled with curiosity as they perch on delicate stems. Their exquisitely detailed, spiral shells reveal intricate veins and growth lines, their rounded forms accentuated by the play of light and shadow. With captivating fluidity, they glide across the vast, delicate surface of a large fern leaf, dotted with perfectly spherical, shimmering dewdrops that catch the light like tiny gemstones. The snails engage in a gentle courtship dance, circling each other steadily and deliberately. In a climactic, heartfelt gesture, they extend their primary tentacles, gently touching with soft, deliberate precision, conveying a profound sense of connection. The entire scene is bathed in a soft, diffuse light, creating gentle gradations and emphasizing form. Rendered in a stark and artistic black and white palette, the absence of color highlights the rich textures of shells and leaves, the liquid sheen of dewdrops, and the focus on the pure, innocent emotions in their interactions, creating an atmosphere of tranquility and profound romance.", + "seed": 3945, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_6/index_6672_seed_3945_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03382569910027087, + "vlm_logprob": -0.03382569910027087, + "vlm_yes_no_margin": 4.550000023841858, + "vlm_token_credit": -0.03382569910027087, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005681674927473068 + ], + "opposite_logprob_tokens": [ + -5.25568151473999 + ], + "logprob_reward": -0.005681674927473068, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005681674927473068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049957696348428726, + 0.026309221982955933, + 0.09026392549276352, + 0.06075736880302429, + 0.036032434552907944, + 0.022609420120716095, + 0.022476518526673317, + 0.5783365368843079, + 0.07310917973518372, + 0.040147729218006134 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.005681674927473068 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002201635157689452 + ], + "opposite_logprob_tokens": [ + -6.127201557159424 + ], + "logprob_reward": -0.002201635157689452, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002201635157689452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.240351140499115, + 0.08783150464296341, + 0.1254410445690155, + 0.06754778325557709, + 0.0276718121021986, + 0.03503565862774849, + 0.028545547276735306, + 0.08007646352052689, + 0.2739080488681793, + 0.03359099105000496 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.002201635157689452 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536294758319855 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536294758319855, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536294758319855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12444403022527695, + 0.08856511861085892, + 0.2276410162448883, + 0.06335712224245071, + 0.023277729749679565, + 0.04290563613176346, + 0.02804183028638363, + 0.13020794093608856, + 0.22258581221103668, + 0.04897382855415344 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.012536294758319855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942534189671278 + ], + "opposite_logprob_tokens": [ + -5.130942344665527 + ], + "logprob_reward": -0.005942534189671278, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942534189671278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08661795407533646, + 0.03470686450600624, + 0.09397202730178833, + 0.03395863249897957, + 0.042893700301647186, + 0.11759521812200546, + 0.029650621116161346, + 0.5202261805534363, + 0.021627767011523247, + 0.018751056864857674 + ], + "top_frames": [ + 7, + 5, + 2 + ], + "selected_reward": -0.005942534189671278 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276635646820068 + ], + "opposite_logprob_tokens": [ + -2.0177664756774902 + ], + "logprob_reward": -0.14276635646820068, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14276635646820068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06635178625583649, + 0.026776514947414398, + 0.09595349431037903, + 0.056503936648368835, + 0.015629153698682785, + 0.01704522594809532, + 0.023330073803663254, + 0.6149988174438477, + 0.04485468193888664, + 0.038556262850761414 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.14276635646820068 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, the camera moving slowly and gracefully in a circular motion, captures a tender moment between two garden snails, rendered in stunning PIXAR-style animation. With large, glossy, deeply expressive black eyes, they are filled with curiosity as they perch on delicate stems. Their exquisitely detailed, spiral shells reveal intricate veins and growth lines, their rounded forms accentuated by the play of light and shadow. With captivating fluidity, they glide across the vast, delicate surface of a large fern leaf, dotted with perfectly spherical, shimmering dewdrops that catch the light like tiny gemstones. The snails engage in a gentle courtship dance, circling each other steadily and deliberately. In a climactic, heartfelt gesture, they extend their primary tentacles, gently touching with soft, deliberate precision, conveying a profound sense of connection. The entire scene is bathed in a soft, diffuse light, creating gentle gradations and emphasizing form. Rendered in a stark and artistic black and white palette, the absence of color highlights the rich textures of shells and leaves, the liquid sheen of dewdrops, and the focus on the pure, innocent emotions in their interactions, creating an atmosphere of tranquility and profound romance.", + "seed": 3946, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_6/index_6672_seed_3946_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08256441708654165, + "vlm_logprob": -0.08256441708654165, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.08256441708654165, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005019799806177616 + ], + "opposite_logprob_tokens": [ + -5.380019664764404 + ], + "logprob_reward": -0.005019799806177616, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005019799806177616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06936591118574142, + 0.04802854359149933, + 0.11327764391899109, + 0.06161128729581833, + 0.14714401960372925, + 0.11558757722377777, + 0.14981085062026978, + 0.03559451922774315, + 0.20453262329101562, + 0.05504702776670456 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.005019799806177616 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132593631744385 + ], + "opposite_logprob_tokens": [ + -1.4063259363174438 + ], + "logprob_reward": -0.28132593631744385, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132593631744385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08920653164386749, + 0.1418888121843338, + 0.05143104866147041, + 0.008942726999521255, + 0.03863811865448952, + 0.015606691129505634, + 0.6035829186439514, + 0.011578756384551525, + 0.013670379295945168, + 0.025453967973589897 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.28132593631744385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076275295577943325 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.0076275295577943325, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076275295577943325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18075956404209137, + 0.11760647594928741, + 0.11051739752292633, + 0.02900012955069542, + 0.127579003572464, + 0.05601678043603897, + 0.07627473026514053, + 0.060820966958999634, + 0.1921909898519516, + 0.04923393577337265 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.0076275295577943325 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944904405623674 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944904405623674, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944904405623674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0968593880534172, + 0.27237483859062195, + 0.09189319610595703, + 0.0702458992600441, + 0.12026329338550568, + 0.06931785494089127, + 0.08386252820491791, + 0.042644090950489044, + 0.060170240700244904, + 0.09236859530210495 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.005944904405623674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290391534566879 + ], + "opposite_logprob_tokens": [ + -2.2379038333892822 + ], + "logprob_reward": -0.11290391534566879, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290391534566879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13779452443122864, + 0.12164073437452316, + 0.14267319440841675, + 0.04186617210507393, + 0.08237701654434204, + 0.05035960674285889, + 0.19927242398262024, + 0.024834807962179184, + 0.11159460991621017, + 0.08758693188428879 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.11290391534566879 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, the camera moving slowly and gracefully in a circular motion, captures a tender moment between two garden snails, rendered in stunning PIXAR-style animation. With large, glossy, deeply expressive black eyes, they are filled with curiosity as they perch on delicate stems. Their exquisitely detailed, spiral shells reveal intricate veins and growth lines, their rounded forms accentuated by the play of light and shadow. With captivating fluidity, they glide across the vast, delicate surface of a large fern leaf, dotted with perfectly spherical, shimmering dewdrops that catch the light like tiny gemstones. The snails engage in a gentle courtship dance, circling each other steadily and deliberately. In a climactic, heartfelt gesture, they extend their primary tentacles, gently touching with soft, deliberate precision, conveying a profound sense of connection. The entire scene is bathed in a soft, diffuse light, creating gentle gradations and emphasizing form. Rendered in a stark and artistic black and white palette, the absence of color highlights the rich textures of shells and leaves, the liquid sheen of dewdrops, and the focus on the pure, innocent emotions in their interactions, creating an atmosphere of tranquility and profound romance.", + "seed": 3947, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_6/index_6672_seed_3947_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07262927563861013, + "vlm_logprob": -0.07262927563861013, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.07262927563861013, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018990369513630867 + ], + "opposite_logprob_tokens": [ + -4.018990516662598 + ], + "logprob_reward": -0.018990369513630867, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018990369513630867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1829054355621338, + 0.03749402239918709, + 0.11495355516672134, + 0.31235337257385254, + 0.06959729641675949, + 0.11744503676891327, + 0.02550444006919861, + 0.047997716814279556, + 0.055885594338178635, + 0.03586359694600105 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.018990369513630867 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603948175907135 + ], + "opposite_logprob_tokens": [ + -1.9103947877883911 + ], + "logprob_reward": -0.1603948175907135, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603948175907135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06678283959627151, + 0.15676747262477875, + 0.2034466415643692, + 0.10185549408197403, + 0.10628058016300201, + 0.10068683326244354, + 0.038507312536239624, + 0.06962855905294418, + 0.048235636204481125, + 0.1078086644411087 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.1603948175907135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187304958701134 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187304958701134, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187304958701134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23206545412540436, + 0.08482261747121811, + 0.10327593237161636, + 0.3175766170024872, + 0.07791750133037567, + 0.09190898388624191, + 0.01543071586638689, + 0.03876500204205513, + 0.021419959142804146, + 0.016817204654216766 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.018187304958701134 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052503556944429874 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.0052503556944429874, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052503556944429874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11100224405527115, + 0.11590550094842911, + 0.1512317657470703, + 0.1443953514099121, + 0.14304420351982117, + 0.14098554849624634, + 0.022465074434876442, + 0.029727844521403313, + 0.11189819872379303, + 0.029344230890274048 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.0052503556944429874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032353043556213 + ], + "opposite_logprob_tokens": [ + -1.9103235006332397 + ], + "logprob_reward": -0.16032353043556213, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032353043556213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12359356880187988, + 0.12794266641139984, + 0.18433749675750732, + 0.05565904453396797, + 0.1192740872502327, + 0.22525200247764587, + 0.03987894579768181, + 0.04755741357803345, + 0.03245712071657181, + 0.04404761269688606 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.16032353043556213 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up, the camera moving slowly and gracefully in a circular motion, captures a tender moment between two garden snails, rendered in stunning PIXAR-style animation. With large, glossy, deeply expressive black eyes, they are filled with curiosity as they perch on delicate stems. Their exquisitely detailed, spiral shells reveal intricate veins and growth lines, their rounded forms accentuated by the play of light and shadow. With captivating fluidity, they glide across the vast, delicate surface of a large fern leaf, dotted with perfectly spherical, shimmering dewdrops that catch the light like tiny gemstones. The snails engage in a gentle courtship dance, circling each other steadily and deliberately. In a climactic, heartfelt gesture, they extend their primary tentacles, gently touching with soft, deliberate precision, conveying a profound sense of connection. The entire scene is bathed in a soft, diffuse light, creating gentle gradations and emphasizing form. Rendered in a stark and artistic black and white palette, the absence of color highlights the rich textures of shells and leaves, the liquid sheen of dewdrops, and the focus on the pure, innocent emotions in their interactions, creating an atmosphere of tranquility and profound romance.", + "seed": 3948, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_6/index_6672_seed_3948_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07480259267613291, + "vlm_logprob": -0.07480259267613291, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.07480259267613291, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005193433258682489 + ], + "opposite_logprob_tokens": [ + -5.38019323348999 + ], + "logprob_reward": -0.005193433258682489, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005193433258682489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18021324276924133, + 0.3023439347743988, + 0.05933738127350807, + 0.03220701590180397, + 0.08382750302553177, + 0.09202880412340164, + 0.06226630508899689, + 0.06208789721131325, + 0.051403023302555084, + 0.0742848739027977 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.005193433258682489 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556543350219727 + ], + "opposite_logprob_tokens": [ + -1.6005654335021973 + ], + "logprob_reward": -0.22556543350219727, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556543350219727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31648528575897217, + 0.14482857286930084, + 0.0754404217004776, + 0.06836369633674622, + 0.02756178006529808, + 0.046306781470775604, + 0.08969602733850479, + 0.09826043993234634, + 0.049997035413980484, + 0.08305994421243668 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.22556543350219727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575767382979393 + ], + "opposite_logprob_tokens": [ + -3.895575761795044 + ], + "logprob_reward": -0.020575767382979393, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575767382979393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20000065863132477, + 0.07858815789222717, + 0.03966216370463371, + 0.034913524985313416, + 0.07161659002304077, + 0.1360311508178711, + 0.14932353794574738, + 0.06935478746891022, + 0.07128571718931198, + 0.14922378957271576 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.020575767382979393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009777394123375416 + ], + "opposite_logprob_tokens": [ + -4.634777545928955 + ], + "logprob_reward": -0.009777394123375416, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009777394123375416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15157748758792877, + 0.1101558580994606, + 0.026647193357348442, + 0.06099401041865349, + 0.03735162690281868, + 0.2117595374584198, + 0.12684501707553864, + 0.09242286533117294, + 0.09276951104402542, + 0.08947688341140747 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.009777394123375416 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects two garden snails visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in a stark black and white palette without color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snails have large, glossy, black eyes and spiral shells with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snails gliding on a large fern leaf dotted with spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move slowly and gracefully in a circular motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290093511343002 + ], + "opposite_logprob_tokens": [ + -2.237900972366333 + ], + "logprob_reward": -0.11290093511343002, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290093511343002, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22696155309677124, + 0.22472649812698364, + 0.042573992162942886, + 0.033993128687143326, + 0.05221366509795189, + 0.028429826721549034, + 0.1588750034570694, + 0.12480371445417404, + 0.08979879319667816, + 0.01762380078434944 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.11290093511343002 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_7/index_tensor([5182, 5182])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_7/index_tensor([5182, 5182])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b3e829d80e92080bab3b1a71c298957cc62cb02d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_7/index_tensor([5182, 5182])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a deeply oppressive low-angle close-up, the camera remains still, focused on the Monkey King, clad in a golden hauberk. The armor, intricately carved with cloud patterns and reliefs of mythical beasts, radiates a deep, majestic luster even in the gloom. He wears his signature phoenix-winged purple-gold crown, two slender pheasant feathers motionless in the stagnant air. Deep within a murky cave, his features are framed by the rough, moss-covered rock walls. His face, stern and composed, his furry monkey-like eyes tightly closed, reveals a long-stoked sense of vicissitudes and unyielding resilience. Then, with incredibly slow and powerful speed, his eyelids lift upward. As his eyes fully open, revealing their deep pupils, a piercing golden light suddenly bursts from his eyes, piercing the darkness like lightning and briefly illuminating every detail of the rock wall. This radiance, fleeting, leaves behind a sense of boundless majesty and awakened power, imbuing the scene with an epic, mythical atmosphere.", + "seed": 4307, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_7/index_5182_seed_4307_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1618219118565321, + "vlm_logprob": -0.1618219118565321, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.1618219118565321, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010580869391560555 + ], + "opposite_logprob_tokens": [ + -4.760581016540527 + ], + "logprob_reward": -0.010580869391560555, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010580869391560555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29098767042160034, + 0.10695310682058334, + 0.04237399622797966, + 0.10412248969078064, + 0.07152324914932251, + 0.1698899120092392, + 0.11530943214893341, + 0.017968155443668365, + 0.039296526461839676, + 0.041575416922569275 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.010580869391560555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328626275062561 + ], + "opposite_logprob_tokens": [ + -0.7578626275062561 + ], + "logprob_reward": -0.6328626275062561, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328626275062561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22876062989234924, + 0.1708097755908966, + 0.07647846639156342, + 0.07057449221611023, + 0.044548895210027695, + 0.07925290614366531, + 0.07740720361471176, + 0.04360780119895935, + 0.06823328137397766, + 0.14032654464244843 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.6328626275062561 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635873481631279 + ], + "opposite_logprob_tokens": [ + -3.6513588428497314 + ], + "logprob_reward": -0.02635873481631279, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635873481631279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2621484696865082, + 0.04962291941046715, + 0.04548042267560959, + 0.12878243625164032, + 0.2705177664756775, + 0.041192006319761276, + 0.05181383714079857, + 0.03210442140698433, + 0.05569446459412575, + 0.06264328211545944 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.02635873481631279 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369765400886536 + ], + "opposite_logprob_tokens": [ + -3.65136981010437 + ], + "logprob_reward": -0.026369765400886536, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369765400886536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32020577788352966, + 0.1763860136270523, + 0.04567684233188629, + 0.1190546303987503, + 0.09192747622728348, + 0.05653867498040199, + 0.07431957125663757, + 0.033577077090740204, + 0.03622961416840553, + 0.04608437046408653 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.026369765400886536 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129375621676445 + ], + "opposite_logprob_tokens": [ + -2.2379374504089355 + ], + "logprob_reward": -0.1129375621676445, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129375621676445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13905249536037445, + 0.051049888134002686, + 0.0907035544514656, + 0.057277459651231766, + 0.030294744297862053, + 0.20123127102851868, + 0.17293846607208252, + 0.08513303846120834, + 0.10356208682060242, + 0.06875690072774887 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.1129375621676445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a deeply oppressive low-angle close-up, the camera remains still, focused on the Monkey King, clad in a golden hauberk. The armor, intricately carved with cloud patterns and reliefs of mythical beasts, radiates a deep, majestic luster even in the gloom. He wears his signature phoenix-winged purple-gold crown, two slender pheasant feathers motionless in the stagnant air. Deep within a murky cave, his features are framed by the rough, moss-covered rock walls. His face, stern and composed, his furry monkey-like eyes tightly closed, reveals a long-stoked sense of vicissitudes and unyielding resilience. Then, with incredibly slow and powerful speed, his eyelids lift upward. As his eyes fully open, revealing their deep pupils, a piercing golden light suddenly bursts from his eyes, piercing the darkness like lightning and briefly illuminating every detail of the rock wall. This radiance, fleeting, leaves behind a sense of boundless majesty and awakened power, imbuing the scene with an epic, mythical atmosphere.", + "seed": 4308, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_7/index_5182_seed_4308_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1603706542402506, + "vlm_logprob": -0.1603706542402506, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.1603706542402506, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025474878028035164 + ], + "opposite_logprob_tokens": [ + -3.775474786758423 + ], + "logprob_reward": -0.025474878028035164, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025474878028035164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20838330686092377, + 0.14591774344444275, + 0.13156355917453766, + 0.06912285834550858, + 0.06131929159164429, + 0.04994794726371765, + 0.14891883730888367, + 0.044674329459667206, + 0.060683056712150574, + 0.07946906983852386 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.025474878028035164 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576181173324585 + ], + "opposite_logprob_tokens": [ + -0.826181173324585 + ], + "logprob_reward": -0.576181173324585, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576181173324585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1744169294834137, + 0.09552184492349625, + 0.0547448955476284, + 0.09010271728038788, + 0.05867743492126465, + 0.048746123909950256, + 0.05360351502895355, + 0.021385936066508293, + 0.13366873562335968, + 0.26913192868232727 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.576181173324585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004382461309433 + ], + "opposite_logprob_tokens": [ + -2.6950438022613525 + ], + "logprob_reward": -0.07004382461309433, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004382461309433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2678123712539673, + 0.286470502614975, + 0.10002381354570389, + 0.07934392243623734, + 0.07484079897403717, + 0.043609369546175, + 0.038745008409023285, + 0.03581001237034798, + 0.019639480859041214, + 0.05370466038584709 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07004382461309433 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029826901853084564 + ], + "opposite_logprob_tokens": [ + -3.5298268795013428 + ], + "logprob_reward": -0.029826901853084564, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029826901853084564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2613873779773712, + 0.21073497831821442, + 0.05959533154964447, + 0.06567373871803284, + 0.0644364058971405, + 0.05686071142554283, + 0.07569756358861923, + 0.05943238362669945, + 0.058746472001075745, + 0.08743510395288467 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.029826901853084564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032649338245392 + ], + "opposite_logprob_tokens": [ + -2.3503265380859375 + ], + "logprob_reward": -0.10032649338245392, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032649338245392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08447283506393433, + 0.07313366234302521, + 0.0422908179461956, + 0.040878698229789734, + 0.0369550883769989, + 0.11162474751472473, + 0.07712075114250183, + 0.05740110203623772, + 0.07715786248445511, + 0.39896446466445923 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.10032649338245392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a deeply oppressive low-angle close-up, the camera remains still, focused on the Monkey King, clad in a golden hauberk. The armor, intricately carved with cloud patterns and reliefs of mythical beasts, radiates a deep, majestic luster even in the gloom. He wears his signature phoenix-winged purple-gold crown, two slender pheasant feathers motionless in the stagnant air. Deep within a murky cave, his features are framed by the rough, moss-covered rock walls. His face, stern and composed, his furry monkey-like eyes tightly closed, reveals a long-stoked sense of vicissitudes and unyielding resilience. Then, with incredibly slow and powerful speed, his eyelids lift upward. As his eyes fully open, revealing their deep pupils, a piercing golden light suddenly bursts from his eyes, piercing the darkness like lightning and briefly illuminating every detail of the rock wall. This radiance, fleeting, leaves behind a sense of boundless majesty and awakened power, imbuing the scene with an epic, mythical atmosphere.", + "seed": 4309, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_7/index_5182_seed_4309_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14766325652599335, + "vlm_logprob": -0.14766325652599335, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.14766325652599335, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029159054160118103 + ], + "opposite_logprob_tokens": [ + -3.6541590690612793 + ], + "logprob_reward": -0.029159054160118103, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029159054160118103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19993574917316437, + 0.06382153928279877, + 0.07302150875329971, + 0.034770455211400986, + 0.11086547374725342, + 0.03921585902571678, + 0.034928616136312485, + 0.06641246378421783, + 0.16517925262451172, + 0.21184910833835602 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.029159054160118103 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762110352516174 + ], + "opposite_logprob_tokens": [ + -0.8262110352516174 + ], + "logprob_reward": -0.5762110352516174, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762110352516174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09681372344493866, + 0.07178905606269836, + 0.04724984988570213, + 0.111604705452919, + 0.08184949308633804, + 0.0555749237537384, + 0.06866364926099777, + 0.0769817978143692, + 0.21658028662204742, + 0.17289254069328308 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.5762110352516174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059071511030197 + ], + "opposite_logprob_tokens": [ + -3.8955907821655273 + ], + "logprob_reward": -0.02059071511030197, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059071511030197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19353105127811432, + 0.04527674615383148, + 0.15963858366012573, + 0.03712259605526924, + 0.09377499669790268, + 0.0320788212120533, + 0.029180021956562996, + 0.06888648122549057, + 0.21576769649982452, + 0.12474299222230911 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.02059071511030197 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023310668766498566 + ], + "opposite_logprob_tokens": [ + -3.773310661315918 + ], + "logprob_reward": -0.023310668766498566, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023310668766498566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17202579975128174, + 0.10406680405139923, + 0.0795271173119545, + 0.029756104573607445, + 0.11241836100816727, + 0.04108912870287895, + 0.03356673941016197, + 0.051668714731931686, + 0.269156813621521, + 0.10672446340322495 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.023310668766498566 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904480934143066 + ], + "opposite_logprob_tokens": [ + -2.4640448093414307 + ], + "logprob_reward": -0.08904480934143066, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904480934143066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14245353639125824, + 0.04212825745344162, + 0.024799397215247154, + 0.05669000372290611, + 0.06926973909139633, + 0.09141278266906738, + 0.02393272891640663, + 0.12483040243387222, + 0.2733127176761627, + 0.15117041766643524 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.08904480934143066 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a deeply oppressive low-angle close-up, the camera remains still, focused on the Monkey King, clad in a golden hauberk. The armor, intricately carved with cloud patterns and reliefs of mythical beasts, radiates a deep, majestic luster even in the gloom. He wears his signature phoenix-winged purple-gold crown, two slender pheasant feathers motionless in the stagnant air. Deep within a murky cave, his features are framed by the rough, moss-covered rock walls. His face, stern and composed, his furry monkey-like eyes tightly closed, reveals a long-stoked sense of vicissitudes and unyielding resilience. Then, with incredibly slow and powerful speed, his eyelids lift upward. As his eyes fully open, revealing their deep pupils, a piercing golden light suddenly bursts from his eyes, piercing the darkness like lightning and briefly illuminating every detail of the rock wall. This radiance, fleeting, leaves behind a sense of boundless majesty and awakened power, imbuing the scene with an epic, mythical atmosphere.", + "seed": 4310, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_7/index_5182_seed_4310_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12775510512292385, + "vlm_logprob": -0.12775510512292385, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.12775510512292385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.032290950417518616 + ], + "opposite_logprob_tokens": [ + -3.5322909355163574 + ], + "logprob_reward": -0.032290950417518616, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.032290950417518616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21075712144374847, + 0.08213349431753159, + 0.11895466595888138, + 0.054685886949300766, + 0.13701501488685608, + 0.08495580404996872, + 0.056676775217056274, + 0.0299425907433033, + 0.03359527513384819, + 0.19128337502479553 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.032290950417518616 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486955165863037 + ], + "opposite_logprob_tokens": [ + -1.2236955165863037 + ], + "logprob_reward": -0.3486955165863037, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486955165863037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14383934438228607, + 0.04090025648474693, + 0.06249857321381569, + 0.044504426419734955, + 0.05401134118437767, + 0.08967457711696625, + 0.24216328561306, + 0.05363305285573006, + 0.05152228847146034, + 0.21725282073020935 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.3486955165863037 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365701109170914 + ], + "opposite_logprob_tokens": [ + -3.6513657569885254 + ], + "logprob_reward": -0.026365701109170914, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365701109170914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20990002155303955, + 0.4090798497200012, + 0.04227559268474579, + 0.02446162700653076, + 0.07017385959625244, + 0.03645111992955208, + 0.046861350536346436, + 0.0209446232765913, + 0.015382491983473301, + 0.12446946650743484 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.026365701109170914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029826322570443153 + ], + "opposite_logprob_tokens": [ + -3.5298264026641846 + ], + "logprob_reward": -0.029826322570443153, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029826322570443153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1907782107591629, + 0.14658935368061066, + 0.039006732404232025, + 0.046029895544052124, + 0.2518618106842041, + 0.04978342726826668, + 0.08935172855854034, + 0.022254640236496925, + 0.03364691883325577, + 0.1306973397731781 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.029826322570443153 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera remaining still throughout the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a golden hauberk with cloud patterns and mythical beast reliefs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character wear a purple-gold crown with two motionless pheasant feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the character's eyes open slowly to reveal deep pupils that emit a piercing golden light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159703493118286 + ], + "opposite_logprob_tokens": [ + -1.701596975326538 + ], + "logprob_reward": -0.20159703493118286, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159703493118286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12621340155601501, + 0.08388057351112366, + 0.0763229951262474, + 0.0428980328142643, + 0.06351784616708755, + 0.05996096506714821, + 0.10219608247280121, + 0.040746141225099564, + 0.06487342715263367, + 0.33939048647880554 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.20159703493118286 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_8/index_tensor([9017, 9017])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_8/index_tensor([9017, 9017])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a7a22a7fdce6c5ff78893a2c52f709ff25930862 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_8/index_tensor([9017, 9017])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly elevated angle, the extreme close-up remains static, focusing on the coronation ceremony with solemn intensity. A massive, ornate crown, crafted from gleaming, polished gold and intricately forged filigree, rests reverently in the frame. Its surface, studded with a dazzling array of large faceted diamonds, deep red rubies, and royal blue sapphires, catches and refracts light. The crown is gently and deliberately pushed into its final position above the ruler's head, adorned with dark, neatly styled hair streaked with silver. The sheer, unexpected physical weight of the relic causes the ruler's head to bow subtly and briefly, a hint of tension appearing on their previously stoic features before they bear the burden. The scene is bathed in dramatic black and white contrast; focused light from above makes the jewels glow with an inner fire, while the warm, flickering glow of unseen candles casts soft shadows on the ruler's weathered skin and the rich, out-of-focus velvet of the throne behind them. The atmosphere was filled with solemnity and the seriousness of the moment, and the ruler's neck muscles strained as he raised his head steadily, accepting the immense burden of his new position.", + "seed": 26860, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_8/index_9017_seed_26860_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.19914526212960482, + "vlm_logprob": -0.19914526212960482, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.19914526212960482, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1664768010377884 + ], + "opposite_logprob_tokens": [ + -1.916476845741272 + ], + "logprob_reward": -0.1664768010377884, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1664768010377884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06419859081506729, + 0.09328651428222656, + 0.13334983587265015, + 0.04137410968542099, + 0.125858873128891, + 0.10322331637144089, + 0.06686725467443466, + 0.07817204296588898, + 0.07175174355506897, + 0.22191767394542694 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.1664768010377884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00866853166371584 + ], + "opposite_logprob_tokens": [ + -4.758668422698975 + ], + "logprob_reward": -0.00866853166371584, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00866853166371584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13889837265014648, + 0.10176528245210648, + 0.16144654154777527, + 0.051941998302936554, + 0.12649087607860565, + 0.08943863958120346, + 0.10143278539180756, + 0.0632397010922432, + 0.07047149538993835, + 0.09487434476613998 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.00866853166371584 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890653058886528 + ], + "opposite_logprob_tokens": [ + -2.4640653133392334 + ], + "logprob_reward": -0.0890653058886528, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890653058886528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13517829775810242, + 0.04561688005924225, + 0.19058990478515625, + 0.12956993281841278, + 0.07357901334762573, + 0.10384699702262878, + 0.16888023912906647, + 0.036021601408720016, + 0.03584028035402298, + 0.08087684214115143 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0890653058886528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810831531882286 + ], + "opposite_logprob_tokens": [ + -3.2881083488464355 + ], + "logprob_reward": -0.03810831531882286, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810831531882286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11589665710926056, + 0.054625436663627625, + 0.1298767775297165, + 0.06437477469444275, + 0.09006189554929733, + 0.07905986905097961, + 0.07678311318159103, + 0.23165367543697357, + 0.04701215773820877, + 0.11065565794706345 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.03810831531882286 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934073567390442 + ], + "opposite_logprob_tokens": [ + -0.6934073567390442 + ], + "logprob_reward": -0.6934073567390442, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934073567390442, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.33293628692626953, + 0.08374830335378647, + 0.028991546481847763, + 0.032185640186071396, + 0.04458596557378769, + 0.036977507174015045, + 0.044710077345371246, + 0.23803670704364777, + 0.07882296293973923, + 0.07900504767894745 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.6934073567390442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "Shot from a slightly elevated angle, the extreme close-up remains static, focusing on the coronation ceremony with solemn intensity. A massive, ornate crown, crafted from gleaming, polished gold and intricately forged filigree, rests reverently in the frame. Its surface, studded with a dazzling array of large faceted diamonds, deep red rubies, and royal blue sapphires, catches and refracts light. The crown is gently and deliberately pushed into its final position above the ruler's head, adorned with dark, neatly styled hair streaked with silver. The sheer, unexpected physical weight of the relic causes the ruler's head to bow subtly and briefly, a hint of tension appearing on their previously stoic features before they bear the burden. The scene is bathed in dramatic black and white contrast; focused light from above makes the jewels glow with an inner fire, while the warm, flickering glow of unseen candles casts soft shadows on the ruler's weathered skin and the rich, out-of-focus velvet of the throne behind them. The atmosphere was filled with solemnity and the seriousness of the moment, and the ruler's neck muscles strained as he raised his head steadily, accepting the immense burden of his new position.", + "seed": 26861, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_8/index_9017_seed_26861_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1722615584731102, + "vlm_logprob": -0.1722615584731102, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.1722615584731102, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09540577977895737 + ], + "opposite_logprob_tokens": [ + -2.4704058170318604 + ], + "logprob_reward": -0.09540577977895737, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09540577977895737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24629321694374084, + 0.07184267789125443, + 0.07631572335958481, + 0.16891545057296753, + 0.15486851334571838, + 0.05893195793032646, + 0.0811694860458374, + 0.06432266533374786, + 0.04436466842889786, + 0.03297565132379532 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.09540577977895737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008671367540955544 + ], + "opposite_logprob_tokens": [ + -4.758671283721924 + ], + "logprob_reward": -0.008671367540955544, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008671367540955544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24822823703289032, + 0.04845941439270973, + 0.14052702486515045, + 0.1392502784729004, + 0.09442808479070663, + 0.037838831543922424, + 0.05332021042704582, + 0.07610370218753815, + 0.08842393755912781, + 0.07342032343149185 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.008671367540955544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041673719882965 + ], + "opposite_logprob_tokens": [ + -1.9104167222976685 + ], + "logprob_reward": -0.16041673719882965, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041673719882965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27584847807884216, + 0.044722214341163635, + 0.15012045204639435, + 0.12948200106620789, + 0.11687983572483063, + 0.034645989537239075, + 0.04080120101571083, + 0.08186302334070206, + 0.049617428332567215, + 0.07601936161518097 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.16041673719882965 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590832456946373 + ], + "opposite_logprob_tokens": [ + -3.8955907821655273 + ], + "logprob_reward": -0.020590832456946373, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590832456946373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.197659432888031, + 0.03872298821806908, + 0.04901394248008728, + 0.09411348402500153, + 0.16189683973789215, + 0.057200800627470016, + 0.13784581422805786, + 0.0862455740571022, + 0.09937968105077744, + 0.07792145013809204 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.020590832456946373 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762230753898621 + ], + "opposite_logprob_tokens": [ + -0.8262230753898621 + ], + "logprob_reward": -0.5762230753898621, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762230753898621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2926021218299866, + 0.06470488011837006, + 0.13184304535388947, + 0.057812903076410294, + 0.10000982880592346, + 0.02943151444196701, + 0.11302211880683899, + 0.08511632680892944, + 0.027077466249465942, + 0.09837977588176727 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.5762230753898621 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly elevated angle, the extreme close-up remains static, focusing on the coronation ceremony with solemn intensity. A massive, ornate crown, crafted from gleaming, polished gold and intricately forged filigree, rests reverently in the frame. Its surface, studded with a dazzling array of large faceted diamonds, deep red rubies, and royal blue sapphires, catches and refracts light. The crown is gently and deliberately pushed into its final position above the ruler's head, adorned with dark, neatly styled hair streaked with silver. The sheer, unexpected physical weight of the relic causes the ruler's head to bow subtly and briefly, a hint of tension appearing on their previously stoic features before they bear the burden. The scene is bathed in dramatic black and white contrast; focused light from above makes the jewels glow with an inner fire, while the warm, flickering glow of unseen candles casts soft shadows on the ruler's weathered skin and the rich, out-of-focus velvet of the throne behind them. The atmosphere was filled with solemnity and the seriousness of the moment, and the ruler's neck muscles strained as he raised his head steadily, accepting the immense burden of his new position.", + "seed": 26862, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_8/index_9017_seed_26862_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1984370656311512, + "vlm_logprob": -0.1984370656311512, + "vlm_yes_no_margin": 2.699999988079071, + "vlm_token_credit": -0.1984370656311512, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5843291282653809 + ], + "opposite_logprob_tokens": [ + -0.8343291282653809 + ], + "logprob_reward": -0.5843291282653809, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5843291282653809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039925433695316315, + 0.057407304644584656, + 0.10977474600076675, + 0.25568002462387085, + 0.05901078134775162, + 0.030963903293013573, + 0.2553519606590271, + 0.12859681248664856, + 0.04684501513838768, + 0.016444042325019836 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.5843291282653809 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059714484959840775 + ], + "opposite_logprob_tokens": [ + -5.130971431732178 + ], + "logprob_reward": -0.0059714484959840775, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059714484959840775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11771390587091446, + 0.07997480034828186, + 0.049003418534994125, + 0.07381138205528259, + 0.05801015347242355, + 0.03872906416654587, + 0.2907596230506897, + 0.2105702906847, + 0.04772190377116203, + 0.0337054543197155 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.0059714484959840775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023307988420128822 + ], + "opposite_logprob_tokens": [ + -3.773308038711548 + ], + "logprob_reward": -0.023307988420128822, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023307988420128822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12831328809261322, + 0.1353566199541092, + 0.1181868463754654, + 0.1272972822189331, + 0.02940264903008938, + 0.07224655896425247, + 0.11941191554069519, + 0.18317294120788574, + 0.042640674859285355, + 0.043971285223960876 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.023307988420128822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809661209583282 + ], + "opposite_logprob_tokens": [ + -3.5298097133636475 + ], + "logprob_reward": -0.029809661209583282, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809661209583282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06755425035953522, + 0.042696721851825714, + 0.05134958773851395, + 0.18874113261699677, + 0.055429574102163315, + 0.12138810753822327, + 0.13961169123649597, + 0.14993681013584137, + 0.12328188121318817, + 0.06001024693250656 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.029809661209583282 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34876710176467896 + ], + "opposite_logprob_tokens": [ + -1.2237670421600342 + ], + "logprob_reward": -0.34876710176467896, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34876710176467896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058357007801532745, + 0.12007937580347061, + 0.03804546594619751, + 0.10415677726268768, + 0.03785056620836258, + 0.05617428198456764, + 0.11973822116851807, + 0.2718108594417572, + 0.0877729281783104, + 0.10601451247930527 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.34876710176467896 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly elevated angle, the extreme close-up remains static, focusing on the coronation ceremony with solemn intensity. A massive, ornate crown, crafted from gleaming, polished gold and intricately forged filigree, rests reverently in the frame. Its surface, studded with a dazzling array of large faceted diamonds, deep red rubies, and royal blue sapphires, catches and refracts light. The crown is gently and deliberately pushed into its final position above the ruler's head, adorned with dark, neatly styled hair streaked with silver. The sheer, unexpected physical weight of the relic causes the ruler's head to bow subtly and briefly, a hint of tension appearing on their previously stoic features before they bear the burden. The scene is bathed in dramatic black and white contrast; focused light from above makes the jewels glow with an inner fire, while the warm, flickering glow of unseen candles casts soft shadows on the ruler's weathered skin and the rich, out-of-focus velvet of the throne behind them. The atmosphere was filled with solemnity and the seriousness of the moment, and the ruler's neck muscles strained as he raised his head steadily, accepting the immense burden of his new position.", + "seed": 26863, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_8/index_9017_seed_26863_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1456492967903614, + "vlm_logprob": -0.1456492967903614, + "vlm_yes_no_margin": 2.699999988079071, + "vlm_token_credit": -0.1456492967903614, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4345601201057434 + ], + "opposite_logprob_tokens": [ + -1.0595600605010986 + ], + "logprob_reward": -0.4345601201057434, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4345601201057434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07393480092287064, + 0.051263026893138885, + 0.17107515037059784, + 0.09880413115024567, + 0.05767836049199104, + 0.171046644449234, + 0.08764089643955231, + 0.13086770474910736, + 0.0842180848121643, + 0.07347122579813004 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.4345601201057434 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016099806874990463 + ], + "opposite_logprob_tokens": [ + -4.14109992980957 + ], + "logprob_reward": -0.016099806874990463, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016099806874990463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05949179083108902, + 0.10304926335811615, + 0.16521964967250824, + 0.024071551859378815, + 0.06513652950525284, + 0.06199640408158302, + 0.2518288493156433, + 0.046869758516550064, + 0.07412514835596085, + 0.14821100234985352 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.016099806874990463 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270969808101654 + ], + "opposite_logprob_tokens": [ + -2.1270968914031982 + ], + "logprob_reward": -0.1270969808101654, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270969808101654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048928506672382355, + 0.07184033840894699, + 0.32041582465171814, + 0.019566528499126434, + 0.03314875438809395, + 0.05261743441224098, + 0.20937231183052063, + 0.04282328113913536, + 0.06383335590362549, + 0.1374536007642746 + ], + "top_frames": [ + 2, + 6, + 9 + ], + "selected_reward": -0.1270969808101654 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076340362429618835 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.0076340362429618835, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076340362429618835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12758824229240417, + 0.051174040883779526, + 0.15850083529949188, + 0.05920076370239258, + 0.09485500305891037, + 0.07236449420452118, + 0.11937795579433441, + 0.07666604965925217, + 0.11364012211561203, + 0.12663251161575317 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0076340362429618835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive ornate crown made of polished gold with filigree visible in the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crown feature large faceted diamonds, deep red rubies, and royal blue sapphires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crown pushed into position above a ruler's head with dark, silver-streaked hair, causing the head to bow briefly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene presented in black and white contrast with focused overhead light and warm candle shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285553991794586 + ], + "opposite_logprob_tokens": [ + -2.017855644226074 + ], + "logprob_reward": -0.14285553991794586, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14285553991794586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0992494747042656, + 0.10764796286821365, + 0.1337440013885498, + 0.06672434508800507, + 0.07646562159061432, + 0.25479015707969666, + 0.06453420966863632, + 0.07184440642595291, + 0.05625458434224129, + 0.06874518096446991 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.14285553991794586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_9/index_tensor([8208, 8208])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_9/index_tensor([8208, 8208])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3ee0aca65e6a204d881cd0ffc6886ef5fc604eb6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_9/index_tensor([8208, 8208])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static close-up, crafted in the warm anime style of Studio Ghibli, captures a beautifully hand-drawn chart made of thick, cream-colored parchment, gracefully rising from the bottom of the frame into the foreground. The parchment, with slightly frayed, decorative edges, steadily and deliberately unfolds from top to bottom, revealing its contents with a soft, hissing sound. Names and musical notations are neatly arranged on columns, meticulously executed in elegant, flowing calligraphy in dark sepia ink. As the chart unfolds, the calligraphic letters and numbers catch the light, shimmering with a soft, magical golden glow. The scene is set in a quiet, nostalgic room, where gentle sunlight slants through a nearby wood-framed window, creating visible twilight rays. These rays illuminate countless tiny dust particles, which float and dance lazily in the air, adding to the tranquil atmosphere. The background is softly blurred, suggesting a warm wooden interior, and the entire image is imbued with a gentle, warm palette, evoking a profound sense of peaceful nostalgia and quiet wonder, all rendered with the characteristic soft lines and painterly textures of classic Ghibli animation.", + "seed": 5507, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_9/index_8208_seed_5507_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023493196023628114, + "vlm_logprob": -0.023493196023628114, + "vlm_yes_no_margin": 4.249999952316284, + "vlm_token_credit": -0.023493196023628114, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0655466839671135 + ], + "opposite_logprob_tokens": [ + -2.815546751022339 + ], + "logprob_reward": -0.0655466839671135, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0655466839671135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33771663904190063, + 0.029685616493225098, + 0.026467962190508842, + 0.07747408002614975, + 0.08380638062953949, + 0.058938585221767426, + 0.034080009907484055, + 0.03136667609214783, + 0.23717142641544342, + 0.08329255133867264 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0655466839671135 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00282947882078588 + ], + "opposite_logprob_tokens": [ + -5.877829551696777 + ], + "logprob_reward": -0.00282947882078588, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00282947882078588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06450709700584412, + 0.039120569825172424, + 0.02334601618349552, + 0.11277007311582565, + 0.06626051664352417, + 0.051545001566410065, + 0.02245440147817135, + 0.06313017755746841, + 0.4788763225078583, + 0.07798980921506882 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.00282947882078588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285744711756706 + ], + "opposite_logprob_tokens": [ + -3.7732856273651123 + ], + "logprob_reward": -0.023285744711756706, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285744711756706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0913461223244667, + 0.08103509247303009, + 0.04764904826879501, + 0.16565561294555664, + 0.06601852923631668, + 0.19850532710552216, + 0.03873990476131439, + 0.0432933084666729, + 0.15028385818004608, + 0.11747315526008606 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.023285744711756706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628239691257477 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628239691257477, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628239691257477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21171510219573975, + 0.029584048315882683, + 0.024512413889169693, + 0.27648216485977173, + 0.07917403429746628, + 0.1279071867465973, + 0.03518723323941231, + 0.02037639357149601, + 0.05469430238008499, + 0.14036716520786285 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.007628239691257477 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817583292722702 + ], + "opposite_logprob_tokens": [ + -4.0181756019592285 + ], + "logprob_reward": -0.01817583292722702, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817583292722702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4364793002605438, + 0.0524236336350441, + 0.05257991701364517, + 0.05380626767873764, + 0.08624058216810226, + 0.03703286126255989, + 0.017494237050414085, + 0.095933698117733, + 0.09436485916376114, + 0.07364464551210403 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.01817583292722702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up, crafted in the warm anime style of Studio Ghibli, captures a beautifully hand-drawn chart made of thick, cream-colored parchment, gracefully rising from the bottom of the frame into the foreground. The parchment, with slightly frayed, decorative edges, steadily and deliberately unfolds from top to bottom, revealing its contents with a soft, hissing sound. Names and musical notations are neatly arranged on columns, meticulously executed in elegant, flowing calligraphy in dark sepia ink. As the chart unfolds, the calligraphic letters and numbers catch the light, shimmering with a soft, magical golden glow. The scene is set in a quiet, nostalgic room, where gentle sunlight slants through a nearby wood-framed window, creating visible twilight rays. These rays illuminate countless tiny dust particles, which float and dance lazily in the air, adding to the tranquil atmosphere. The background is softly blurred, suggesting a warm wooden interior, and the entire image is imbued with a gentle, warm palette, evoking a profound sense of peaceful nostalgia and quiet wonder, all rendered with the characteristic soft lines and painterly textures of classic Ghibli animation.", + "seed": 5508, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_9/index_8208_seed_5508_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09890753077343106, + "vlm_logprob": -0.09890753077343106, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.09890753077343106, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1898256093263626 + ], + "opposite_logprob_tokens": [ + -1.8148256540298462 + ], + "logprob_reward": -0.1898256093263626, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1898256093263626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18654997646808624, + 0.06697089225053787, + 0.10586383193731308, + 0.09954772889614105, + 0.06995619088411331, + 0.04454154893755913, + 0.25077447295188904, + 0.09347061067819595, + 0.05728604644536972, + 0.02503865398466587 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.1898256093263626 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004672323819249868 + ], + "opposite_logprob_tokens": [ + -5.379672527313232 + ], + "logprob_reward": -0.004672323819249868, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004672323819249868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16273918747901917, + 0.10276249051094055, + 0.047210413962602615, + 0.061214447021484375, + 0.12855716049671173, + 0.053199462592601776, + 0.202711820602417, + 0.09774137288331985, + 0.058913856744766235, + 0.0849497988820076 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.004672323819249868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370928019285202 + ], + "opposite_logprob_tokens": [ + -3.4087092876434326 + ], + "logprob_reward": -0.03370928019285202, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370928019285202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13566750288009644, + 0.12337470054626465, + 0.09146099537611008, + 0.10298286378383636, + 0.11175455152988434, + 0.09726028144359589, + 0.05007331818342209, + 0.11154181510210037, + 0.07269934564828873, + 0.10318467766046524 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03370928019285202 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206935651600361 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206935651600361, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206935651600361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1571621596813202, + 0.04723032936453819, + 0.03182152286171913, + 0.07853823900222778, + 0.08734381943941116, + 0.06055942922830582, + 0.06747836619615555, + 0.08058067411184311, + 0.21762001514434814, + 0.17166544497013092 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.014206935651600361 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212350487709045 + ], + "opposite_logprob_tokens": [ + -1.502123475074768 + ], + "logprob_reward": -0.25212350487709045, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212350487709045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22632858157157898, + 0.13173723220825195, + 0.13558606803417206, + 0.07134697586297989, + 0.07135029882192612, + 0.09003892540931702, + 0.04077223688364029, + 0.0748041421175003, + 0.03858604654669762, + 0.11944954097270966 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.25212350487709045 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up, crafted in the warm anime style of Studio Ghibli, captures a beautifully hand-drawn chart made of thick, cream-colored parchment, gracefully rising from the bottom of the frame into the foreground. The parchment, with slightly frayed, decorative edges, steadily and deliberately unfolds from top to bottom, revealing its contents with a soft, hissing sound. Names and musical notations are neatly arranged on columns, meticulously executed in elegant, flowing calligraphy in dark sepia ink. As the chart unfolds, the calligraphic letters and numbers catch the light, shimmering with a soft, magical golden glow. The scene is set in a quiet, nostalgic room, where gentle sunlight slants through a nearby wood-framed window, creating visible twilight rays. These rays illuminate countless tiny dust particles, which float and dance lazily in the air, adding to the tranquil atmosphere. The background is softly blurred, suggesting a warm wooden interior, and the entire image is imbued with a gentle, warm palette, evoking a profound sense of peaceful nostalgia and quiet wonder, all rendered with the characteristic soft lines and painterly textures of classic Ghibli animation.", + "seed": 5509, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_9/index_8208_seed_5509_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06044000321999192, + "vlm_logprob": -0.06044000321999192, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.06044000321999192, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16324269771575928 + ], + "opposite_logprob_tokens": [ + -1.9132426977157593 + ], + "logprob_reward": -0.16324269771575928, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16324269771575928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06807440519332886, + 0.06276123970746994, + 0.024982083588838577, + 0.03163827583193779, + 0.03271658718585968, + 0.07272029668092728, + 0.08015963435173035, + 0.042093079537153244, + 0.06605939567089081, + 0.5187950134277344 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.16324269771575928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00321122445166111 + ], + "opposite_logprob_tokens": [ + -5.75321102142334 + ], + "logprob_reward": -0.00321122445166111, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00321122445166111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0518517792224884, + 0.07075884938240051, + 0.07902411371469498, + 0.06361384689807892, + 0.01288564596325159, + 0.0813136175274849, + 0.13671565055847168, + 0.09534647315740585, + 0.105325847864151, + 0.30316418409347534 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.00321122445166111 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070127487182617 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070127487182617, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070127487182617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13426537811756134, + 0.11841896921396255, + 0.06240930035710335, + 0.06253968924283981, + 0.04673134535551071, + 0.07830198109149933, + 0.021829893812537193, + 0.026678726077079773, + 0.1012464091181755, + 0.3475782573223114 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.016070127487182617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738083902746439 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738083902746439, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738083902746439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09887134283781052, + 0.05013103410601616, + 0.026668723672628403, + 0.023557646200060844, + 0.017010783776640892, + 0.0324840247631073, + 0.08407401293516159, + 0.09308209270238876, + 0.04145042598247528, + 0.5326699018478394 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.006738083902746439 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293788254261017 + ], + "opposite_logprob_tokens": [ + -2.2379379272460938 + ], + "logprob_reward": -0.11293788254261017, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293788254261017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1283397525548935, + 0.1465776264667511, + 0.06767087429761887, + 0.0529421865940094, + 0.04397549480199814, + 0.055924467742443085, + 0.08673268556594849, + 0.09500778466463089, + 0.0375254862010479, + 0.28530362248420715 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.11293788254261017 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up, crafted in the warm anime style of Studio Ghibli, captures a beautifully hand-drawn chart made of thick, cream-colored parchment, gracefully rising from the bottom of the frame into the foreground. The parchment, with slightly frayed, decorative edges, steadily and deliberately unfolds from top to bottom, revealing its contents with a soft, hissing sound. Names and musical notations are neatly arranged on columns, meticulously executed in elegant, flowing calligraphy in dark sepia ink. As the chart unfolds, the calligraphic letters and numbers catch the light, shimmering with a soft, magical golden glow. The scene is set in a quiet, nostalgic room, where gentle sunlight slants through a nearby wood-framed window, creating visible twilight rays. These rays illuminate countless tiny dust particles, which float and dance lazily in the air, adding to the tranquil atmosphere. The background is softly blurred, suggesting a warm wooden interior, and the entire image is imbued with a gentle, warm palette, evoking a profound sense of peaceful nostalgia and quiet wonder, all rendered with the characteristic soft lines and painterly textures of classic Ghibli animation.", + "seed": 5510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000255/group_9/index_8208_seed_5510_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029259642027318476, + "vlm_logprob": -0.029259642027318476, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.029259642027318476, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0665230005979538 + ], + "opposite_logprob_tokens": [ + -2.8165230751037598 + ], + "logprob_reward": -0.0665230005979538, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0665230005979538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08004918694496155, + 0.027055254206061363, + 0.12399247288703918, + 0.14880388975143433, + 0.01384672150015831, + 0.053950391709804535, + 0.09006842970848083, + 0.12043972313404083, + 0.26259222626686096, + 0.07920169830322266 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.0665230005979538 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004111290909349918 + ], + "opposite_logprob_tokens": [ + -5.504111289978027 + ], + "logprob_reward": -0.004111290909349918, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004111290909349918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026073725894093513, + 0.02122514694929123, + 0.1912234127521515, + 0.09537781774997711, + 0.01731489785015583, + 0.042269837111234665, + 0.06139387562870979, + 0.10311155021190643, + 0.31251853704452515, + 0.12949120998382568 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.004111290909349918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979438751935959 + ], + "opposite_logprob_tokens": [ + -3.529794454574585 + ], + "logprob_reward": -0.02979438751935959, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979438751935959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03983772546052933, + 0.05362917482852936, + 0.2542102336883545, + 0.03532944247126579, + 0.02732752449810505, + 0.04980901628732681, + 0.07707188278436661, + 0.06352736800909042, + 0.2935367226600647, + 0.10572080314159393 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.02979438751935959 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980491705238819 + ], + "opposite_logprob_tokens": [ + -3.5298049449920654 + ], + "logprob_reward": -0.02980491705238819, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980491705238819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0237723495811224, + 0.05206269398331642, + 0.3234753906726837, + 0.2876597046852112, + 0.015133755281567574, + 0.06374213844537735, + 0.028632676228880882, + 0.0990818440914154, + 0.06413940340280533, + 0.04230006784200668 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.02980491705238819 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the warm anime style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a chart made of thick, cream-colored parchment with slightly frayed, decorative edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the parchment rise from the bottom of the frame and unfold steadily from top to bottom?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are names and musical notations visible on the chart in dark sepia ink with elegant, flowing calligraphy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a quiet room with visible sunlight rays illuminating floating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064614057540894 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064614057540894, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064614057540894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22642190754413605, + 0.0737004354596138, + 0.03702465072274208, + 0.13070952892303467, + 0.05361633002758026, + 0.07962360978126526, + 0.07509809732437134, + 0.2155471295118332, + 0.03933868929743767, + 0.06891954690217972 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.016064614057540894 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_0/index_tensor([467, 467])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_0/index_tensor([467, 467])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2633ef61aeabdb434ae7ce3dbd1847780bbb631d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_0/index_tensor([467, 467])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, static shot, the camera held still, centers a solitary planet, suspended in an abysmal void of absolute blackness. A starless background devoid of any stray light creates a sense of exquisite purity and simplicity. The planet's surface displays a complex rock texture of ochre and dark brown, dotted with ancient cracks. Suddenly, the planet's surface begins to silently crumble. Slowly and decisively, massive, angular slabs of rock peel away from the sphere, drifting with weightless grace into the endless darkness. As the outer shell crumbles, the planet's fiery, softly glowing white core gradually reveals itself. This inner light shimmers through the cracks, illuminating the rough surfaces of the floating fragments. Against the stark black backdrop, the entire process of disintegration assumes a grand, tranquil, and fateful beauty of destruction.", + "seed": 12323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_0/index_467_seed_12323_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21578571796417237, + "vlm_logprob": -0.21578571796417237, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.21578571796417237, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43073853850364685 + ], + "opposite_logprob_tokens": [ + -1.0557385683059692 + ], + "logprob_reward": -0.43073853850364685, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43073853850364685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38459739089012146, + 0.06560152769088745, + 0.27646660804748535, + 0.0347500741481781, + 0.029285572469234467, + 0.03541041910648346, + 0.03878537565469742, + 0.07216952741146088, + 0.040234047919511795, + 0.022699415683746338 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.43073853850364685 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22563639283180237 + ], + "opposite_logprob_tokens": [ + -1.60063636302948 + ], + "logprob_reward": -0.22563639283180237, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22563639283180237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6212983131408691, + 0.04577524960041046, + 0.10224060714244843, + 0.030821338295936584, + 0.01649860106408596, + 0.024158142507076263, + 0.041257161647081375, + 0.05950054153800011, + 0.022892868146300316, + 0.035557206720113754 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.22563639283180237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135641813278198 + ], + "opposite_logprob_tokens": [ + -1.3135641813278198 + ], + "logprob_reward": -0.3135641813278198, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135641813278198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029356911778450012, + 0.019672024995088577, + 0.9166423678398132, + 0.01000949926674366, + 0.00884597934782505, + 0.003371856175363064, + 0.0037341201677918434, + 0.0027460786513984203, + 0.00313451886177063, + 0.002486659912392497 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.3135641813278198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034611821174622 + ], + "opposite_logprob_tokens": [ + -2.350346088409424 + ], + "logprob_reward": -0.10034611821174622, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034611821174622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21866506338119507, + 0.09577131271362305, + 0.2602798640727997, + 0.04468807578086853, + 0.07429833710193634, + 0.0717083066701889, + 0.11311277002096176, + 0.050352416932582855, + 0.03664248809218407, + 0.034481361508369446 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.10034611821174622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643358945846558 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643358945846558, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643358945846558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13282935321331024, + 0.054609015583992004, + 0.30641141533851624, + 0.12199137359857559, + 0.05238916724920273, + 0.031878869980573654, + 0.1333160549402237, + 0.05927886813879013, + 0.059830114245414734, + 0.04746570438146591 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.008643358945846558 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, the camera held still, centers a solitary planet, suspended in an abysmal void of absolute blackness. A starless background devoid of any stray light creates a sense of exquisite purity and simplicity. The planet's surface displays a complex rock texture of ochre and dark brown, dotted with ancient cracks. Suddenly, the planet's surface begins to silently crumble. Slowly and decisively, massive, angular slabs of rock peel away from the sphere, drifting with weightless grace into the endless darkness. As the outer shell crumbles, the planet's fiery, softly glowing white core gradually reveals itself. This inner light shimmers through the cracks, illuminating the rough surfaces of the floating fragments. Against the stark black backdrop, the entire process of disintegration assumes a grand, tranquil, and fateful beauty of destruction.", + "seed": 12324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_0/index_467_seed_12324_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06319845127873122, + "vlm_logprob": -0.06319845127873122, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.06319845127873122, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18271978199481964 + ], + "opposite_logprob_tokens": [ + -1.8077198266983032 + ], + "logprob_reward": -0.18271978199481964, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18271978199481964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04597237706184387, + 0.04590647667646408, + 0.16636033356189728, + 0.5267400741577148, + 0.03642112761735916, + 0.03851979225873947, + 0.015344100072979927, + 0.012231980450451374, + 0.009368449449539185, + 0.10313528776168823 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.18271978199481964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048718590289354324 + ], + "opposite_logprob_tokens": [ + -3.0487186908721924 + ], + "logprob_reward": -0.048718590289354324, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048718590289354324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15498435497283936, + 0.25141507387161255, + 0.3498791456222534, + 0.055177152156829834, + 0.07508404552936554, + 0.023016318678855896, + 0.014807198196649551, + 0.010742062702775002, + 0.011115677654743195, + 0.053778935223817825 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.048718590289354324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500958487391472 + ], + "opposite_logprob_tokens": [ + -2.930009603500366 + ], + "logprob_reward": -0.05500958487391472, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500958487391472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19832730293273926, + 0.1794065684080124, + 0.12406286597251892, + 0.1552751064300537, + 0.10301925241947174, + 0.04125440493226051, + 0.03221030533313751, + 0.031316258013248444, + 0.018853647634387016, + 0.11627423763275146 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.05500958487391472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353394612669945 + ], + "opposite_logprob_tokens": [ + -3.651353359222412 + ], + "logprob_reward": -0.026353394612669945, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353394612669945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0382070355117321, + 0.03389420732855797, + 0.08143054693937302, + 0.6933258771896362, + 0.032447151839733124, + 0.03186922147870064, + 0.03325473144650459, + 0.03214586526155472, + 0.011616677045822144, + 0.011808625422418118 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.026353394612669945 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031909046228975058 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031909046228975058, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031909046228975058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09999950230121613, + 0.10704310238361359, + 0.06639208644628525, + 0.12596143782138824, + 0.12161173671483994, + 0.06453032046556473, + 0.07295610755681992, + 0.07056709378957748, + 0.025948282331228256, + 0.24499037861824036 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.0031909046228975058 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, the camera held still, centers a solitary planet, suspended in an abysmal void of absolute blackness. A starless background devoid of any stray light creates a sense of exquisite purity and simplicity. The planet's surface displays a complex rock texture of ochre and dark brown, dotted with ancient cracks. Suddenly, the planet's surface begins to silently crumble. Slowly and decisively, massive, angular slabs of rock peel away from the sphere, drifting with weightless grace into the endless darkness. As the outer shell crumbles, the planet's fiery, softly glowing white core gradually reveals itself. This inner light shimmers through the cracks, illuminating the rough surfaces of the floating fragments. Against the stark black backdrop, the entire process of disintegration assumes a grand, tranquil, and fateful beauty of destruction.", + "seed": 12325, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_0/index_467_seed_12325_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.32656176164746287, + "vlm_logprob": -0.32656176164746287, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.32656176164746287, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1381042003631592 + ], + "opposite_logprob_tokens": [ + -0.38810423016548157 + ], + "logprob_reward": -1.1381042003631592, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1381042003631592, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08907352387905121, + 0.13485562801361084, + 0.04594498127698898, + 0.1126287430524826, + 0.13356180489063263, + 0.08526737987995148, + 0.08866748958826065, + 0.26167482137680054, + 0.017246589064598083, + 0.03107905015349388 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -1.1381042003631592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871397078037262 + ], + "opposite_logprob_tokens": [ + -1.1371396780014038 + ], + "logprob_reward": -0.3871397078037262, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871397078037262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2114330679178238, + 0.08159486204385757, + 0.05045993626117706, + 0.19589489698410034, + 0.05886223167181015, + 0.272674560546875, + 0.03908511996269226, + 0.04306059703230858, + 0.020926283672451973, + 0.02600841224193573 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.3871397078037262 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006616145372391 + ], + "opposite_logprob_tokens": [ + -2.695066213607788 + ], + "logprob_reward": -0.07006616145372391, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006616145372391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13091538846492767, + 0.11041995882987976, + 0.06565411388874054, + 0.15284861624240875, + 0.1501731127500534, + 0.15070578455924988, + 0.08046608418226242, + 0.07113035768270493, + 0.03933871537446976, + 0.0483478419482708 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.07006616145372391 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304495960474014 + ], + "opposite_logprob_tokens": [ + -3.7733044624328613 + ], + "logprob_reward": -0.023304495960474014, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304495960474014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15698401629924774, + 0.05970077961683273, + 0.04190491512417793, + 0.09346063435077667, + 0.066804900765419, + 0.1234707236289978, + 0.06575552374124527, + 0.26753199100494385, + 0.05552254989743233, + 0.06886395812034607 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.023304495960474014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194242656230927 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194242656230927, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194242656230927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10921033471822739, + 0.06534934788942337, + 0.05952046811580658, + 0.09362785518169403, + 0.16138136386871338, + 0.0631222128868103, + 0.07584248483181, + 0.23127172887325287, + 0.09471214562654495, + 0.04596203565597534 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.014194242656230927 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, static shot, the camera held still, centers a solitary planet, suspended in an abysmal void of absolute blackness. A starless background devoid of any stray light creates a sense of exquisite purity and simplicity. The planet's surface displays a complex rock texture of ochre and dark brown, dotted with ancient cracks. Suddenly, the planet's surface begins to silently crumble. Slowly and decisively, massive, angular slabs of rock peel away from the sphere, drifting with weightless grace into the endless darkness. As the outer shell crumbles, the planet's fiery, softly glowing white core gradually reveals itself. This inner light shimmers through the cracks, illuminating the rough surfaces of the floating fragments. Against the stark black backdrop, the entire process of disintegration assumes a grand, tranquil, and fateful beauty of destruction.", + "seed": 12326, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_0/index_467_seed_12326_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.18847294980660081, + "vlm_logprob": -0.18847294980660081, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.18847294980660081, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6341022253036499 + ], + "opposite_logprob_tokens": [ + -0.7591022253036499 + ], + "logprob_reward": -0.6341022253036499, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6341022253036499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5098288059234619, + 0.051925238221883774, + 0.04632744938135147, + 0.1550036370754242, + 0.0615689791738987, + 0.021918470039963722, + 0.021498730406165123, + 0.045366331934928894, + 0.06329384446144104, + 0.02326848730444908 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.6341022253036499 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994453012943268 + ], + "opposite_logprob_tokens": [ + -1.8049445152282715 + ], + "logprob_reward": -0.17994453012943268, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994453012943268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7241930961608887, + 0.05378906428813934, + 0.04921163618564606, + 0.02323387935757637, + 0.034265317022800446, + 0.014907755888998508, + 0.02274353988468647, + 0.04833776503801346, + 0.013968676328659058, + 0.015349376015365124 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.17994453012943268 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037275403738022 + ], + "opposite_logprob_tokens": [ + -2.350372791290283 + ], + "logprob_reward": -0.10037275403738022, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037275403738022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3402866721153259, + 0.07434006035327911, + 0.02485109493136406, + 0.09651760756969452, + 0.06546324491500854, + 0.03884793817996979, + 0.023496147245168686, + 0.2865781784057617, + 0.0382499173283577, + 0.011369194835424423 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.10037275403738022 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330542728304863 + ], + "opposite_logprob_tokens": [ + -3.7733054161071777 + ], + "logprob_reward": -0.02330542728304863, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330542728304863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.625051736831665, + 0.05363507196307182, + 0.03813774883747101, + 0.027816450223326683, + 0.02917221002280712, + 0.05129155516624451, + 0.017195381224155426, + 0.05648404359817505, + 0.043360237032175064, + 0.057855457067489624 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.02330542728304863 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera held still in a static shot throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an abysmal void of absolute blackness with no stars or stray light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the planet's surface display a complex rock texture of ochre and dark brown with ancient cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do massive angular slabs of rock peel away from the planet and drift into the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a fiery, softly glowing white core gradually reveal itself as the outer shell crumbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639812279492617 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639812279492617, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639812279492617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05307961255311966, + 0.0526239350438118, + 0.04787502810359001, + 0.1296142190694809, + 0.05415329709649086, + 0.029652705416083336, + 0.076062873005867, + 0.31748098134994507, + 0.07322566956281662, + 0.1662316620349884 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.004639812279492617 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_1/index_tensor([5003, 5003])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_1/index_tensor([5003, 5003])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fa39bea766f0e21095af0a6ad3bb7f589931f6bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_1/index_tensor([5003, 5003])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, panoramic shot begins from a slightly upward angle, then slowly pulls back, focusing on an elderly general, his complexion a deep crimson from fierce battle or the biting cold wind. He clad in a suit of heavy, dark gold armor carved with beastly patterns, its surface mottled with the scars of swords and the erosion of time. His scarlet cape flutters in the wind. He stands atop a weathered, ancient tower, his figure erect as a pine tree, his hands gripping the cold battlements. His meticulously groomed gray beard flutters slightly in the biting wind, his eagle-like eyes gazing into the distance. As the camera steadily and deliberately zooms out, the vast, corpse-strewn battlefield behind him is fully revealed: broken flags, burning siege engines, and the wreckage of countless armies strewn across the muddy, charred earth. Billowing black smoke rises from dozens of burn points, merging with the low-hanging leaden clouds. In the cold, sunless sky, the entire scene takes on a chilling blue-gray hue, punctuated only by the crimson of the general's cloak and scattered flames on the battlefield, creating an atmosphere of epic tragedy, solemnity, and resolute determination.", + "seed": 21698, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_1/index_5003_seed_21698_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04759334260597825, + "vlm_logprob": -0.04759334260597825, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04759334260597825, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0711870789527893 + ], + "opposite_logprob_tokens": [ + -2.6961870193481445 + ], + "logprob_reward": -0.0711870789527893, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0711870789527893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4189772307872772, + 0.047463104128837585, + 0.060843776911497116, + 0.1508701741695404, + 0.055440038442611694, + 0.06114637851715088, + 0.07626961171627045, + 0.04958421736955643, + 0.03699314221739769, + 0.04241229221224785 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.0711870789527893 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421363465487957 + ], + "opposite_logprob_tokens": [ + -4.264213562011719 + ], + "logprob_reward": -0.01421363465487957, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421363465487957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4019990861415863, + 0.07442571967840195, + 0.031870875507593155, + 0.10422703623771667, + 0.042335014790296555, + 0.05668248236179352, + 0.11497122794389725, + 0.08642707020044327, + 0.04544119909405708, + 0.04162035509943962 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.01421363465487957 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293745785951614 + ], + "opposite_logprob_tokens": [ + -2.2379374504089355 + ], + "logprob_reward": -0.11293745785951614, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293745785951614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11618746817111969, + 0.055033423006534576, + 0.11907248944044113, + 0.23249225318431854, + 0.08682994544506073, + 0.05537119135260582, + 0.1598004698753357, + 0.06744393706321716, + 0.02942514792084694, + 0.07834368944168091 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.11293745785951614 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947037134319544 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947037134319544, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947037134319544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13152672350406647, + 0.035545963793992996, + 0.036928605288267136, + 0.050655659288167953, + 0.03774775564670563, + 0.10661280900239944, + 0.09521543234586716, + 0.04140394181013107, + 0.28699445724487305, + 0.1773686707019806 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.005947037134319544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368150442838669 + ], + "opposite_logprob_tokens": [ + -3.4086813926696777 + ], + "logprob_reward": -0.03368150442838669, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368150442838669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38702282309532166, + 0.05248521268367767, + 0.04695868119597435, + 0.08552538603544235, + 0.08658843487501144, + 0.08888202905654907, + 0.08985252678394318, + 0.040613558143377304, + 0.032686997205019, + 0.08938436955213547 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.03368150442838669 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, panoramic shot begins from a slightly upward angle, then slowly pulls back, focusing on an elderly general, his complexion a deep crimson from fierce battle or the biting cold wind. He clad in a suit of heavy, dark gold armor carved with beastly patterns, its surface mottled with the scars of swords and the erosion of time. His scarlet cape flutters in the wind. He stands atop a weathered, ancient tower, his figure erect as a pine tree, his hands gripping the cold battlements. His meticulously groomed gray beard flutters slightly in the biting wind, his eagle-like eyes gazing into the distance. As the camera steadily and deliberately zooms out, the vast, corpse-strewn battlefield behind him is fully revealed: broken flags, burning siege engines, and the wreckage of countless armies strewn across the muddy, charred earth. Billowing black smoke rises from dozens of burn points, merging with the low-hanging leaden clouds. In the cold, sunless sky, the entire scene takes on a chilling blue-gray hue, punctuated only by the crimson of the general's cloak and scattered flames on the battlefield, creating an atmosphere of epic tragedy, solemnity, and resolute determination.", + "seed": 21699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_1/index_5003_seed_21699_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0664111421443522, + "vlm_logprob": -0.0664111421443522, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.0664111421443522, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25406086444854736 + ], + "opposite_logprob_tokens": [ + -1.5040608644485474 + ], + "logprob_reward": -0.25406086444854736, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25406086444854736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.255660742521286, + 0.052025046199560165, + 0.04197290167212486, + 0.047219932079315186, + 0.1812012493610382, + 0.09020448476076126, + 0.06563179194927216, + 0.05072346702218056, + 0.1509692519903183, + 0.0643911138176918 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.25406086444854736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026382768526673317 + ], + "opposite_logprob_tokens": [ + -3.6513826847076416 + ], + "logprob_reward": -0.026382768526673317, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026382768526673317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19184713065624237, + 0.053693898022174835, + 0.05174502357840538, + 0.04487237334251404, + 0.16335147619247437, + 0.09199690073728561, + 0.14906597137451172, + 0.0905090942978859, + 0.08592051267623901, + 0.07699760049581528 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.026382768526673317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631315384060144 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631315384060144, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631315384060144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26733335852622986, + 0.05625301972031593, + 0.04420163482427597, + 0.04756208509206772, + 0.07981687039136887, + 0.0581979975104332, + 0.12398021668195724, + 0.08157732337713242, + 0.13713295757770538, + 0.10394458472728729 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.007631315384060144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194242656230927 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194242656230927, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194242656230927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11386102437973022, + 0.028322741389274597, + 0.05909701809287071, + 0.0735246017575264, + 0.04865923523902893, + 0.0567363016307354, + 0.08633364737033844, + 0.035400375723838806, + 0.25174832344055176, + 0.24631673097610474 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.014194242656230927 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029786519706249237 + ], + "opposite_logprob_tokens": [ + -3.5297865867614746 + ], + "logprob_reward": -0.029786519706249237, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029786519706249237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10180302709341049, + 0.0403483510017395, + 0.04758322983980179, + 0.0850343108177185, + 0.12942785024642944, + 0.06023792177438736, + 0.05532070994377136, + 0.12524676322937012, + 0.1283668726682663, + 0.22663097083568573 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.029786519706249237 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, panoramic shot begins from a slightly upward angle, then slowly pulls back, focusing on an elderly general, his complexion a deep crimson from fierce battle or the biting cold wind. He clad in a suit of heavy, dark gold armor carved with beastly patterns, its surface mottled with the scars of swords and the erosion of time. His scarlet cape flutters in the wind. He stands atop a weathered, ancient tower, his figure erect as a pine tree, his hands gripping the cold battlements. His meticulously groomed gray beard flutters slightly in the biting wind, his eagle-like eyes gazing into the distance. As the camera steadily and deliberately zooms out, the vast, corpse-strewn battlefield behind him is fully revealed: broken flags, burning siege engines, and the wreckage of countless armies strewn across the muddy, charred earth. Billowing black smoke rises from dozens of burn points, merging with the low-hanging leaden clouds. In the cold, sunless sky, the entire scene takes on a chilling blue-gray hue, punctuated only by the crimson of the general's cloak and scattered flames on the battlefield, creating an atmosphere of epic tragedy, solemnity, and resolute determination.", + "seed": 21700, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_1/index_5003_seed_21700_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14281348809599875, + "vlm_logprob": -0.14281348809599875, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.14281348809599875, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5266492962837219 + ], + "opposite_logprob_tokens": [ + -0.9016492962837219 + ], + "logprob_reward": -0.5266492962837219, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5266492962837219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29403287172317505, + 0.08620521426200867, + 0.05173146352171898, + 0.061549749225378036, + 0.07270434498786926, + 0.14214448630809784, + 0.05662274733185768, + 0.05035395175218582, + 0.07661371678113937, + 0.10804149508476257 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.5266492962837219 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029844488948583603 + ], + "opposite_logprob_tokens": [ + -3.5298445224761963 + ], + "logprob_reward": -0.029844488948583603, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029844488948583603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18773286044597626, + 0.09271924942731857, + 0.06386194378137589, + 0.0866800919175148, + 0.056162238121032715, + 0.1162233054637909, + 0.057202860713005066, + 0.06981797516345978, + 0.07490818202495575, + 0.19469121098518372 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.029844488948583603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032875835895538 + ], + "opposite_logprob_tokens": [ + -2.3503286838531494 + ], + "logprob_reward": -0.10032875835895538, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032875835895538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14513950049877167, + 0.09793796390295029, + 0.06313067674636841, + 0.06654391437768936, + 0.16008499264717102, + 0.05986005440354347, + 0.21154142916202545, + 0.07549571245908737, + 0.06251015514135361, + 0.057755518704652786 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.10032875835895538 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195770025253296 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014195770025253296, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195770025253296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07047902792692184, + 0.029260404407978058, + 0.05136401206254959, + 0.04966132715344429, + 0.02138080634176731, + 0.061339691281318665, + 0.05504003167152405, + 0.07193098217248917, + 0.05076725408434868, + 0.5387764573097229 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.014195770025253296 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043049126863479614 + ], + "opposite_logprob_tokens": [ + -3.1680490970611572 + ], + "logprob_reward": -0.043049126863479614, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043049126863479614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09614500403404236, + 0.05108644440770149, + 0.10823705792427063, + 0.06906359642744064, + 0.08047701418399811, + 0.1597367525100708, + 0.21566781401634216, + 0.15927477180957794, + 0.02839663252234459, + 0.031914908438920975 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.043049126863479614 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, panoramic shot begins from a slightly upward angle, then slowly pulls back, focusing on an elderly general, his complexion a deep crimson from fierce battle or the biting cold wind. He clad in a suit of heavy, dark gold armor carved with beastly patterns, its surface mottled with the scars of swords and the erosion of time. His scarlet cape flutters in the wind. He stands atop a weathered, ancient tower, his figure erect as a pine tree, his hands gripping the cold battlements. His meticulously groomed gray beard flutters slightly in the biting wind, his eagle-like eyes gazing into the distance. As the camera steadily and deliberately zooms out, the vast, corpse-strewn battlefield behind him is fully revealed: broken flags, burning siege engines, and the wreckage of countless armies strewn across the muddy, charred earth. Billowing black smoke rises from dozens of burn points, merging with the low-hanging leaden clouds. In the cold, sunless sky, the entire scene takes on a chilling blue-gray hue, punctuated only by the crimson of the general's cloak and scattered flames on the battlefield, creating an atmosphere of epic tragedy, solemnity, and resolute determination.", + "seed": 21701, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_1/index_5003_seed_21701_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11823215931653977, + "vlm_logprob": -0.11823215931653977, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.11823215931653977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4313771426677704 + ], + "opposite_logprob_tokens": [ + -1.0563771724700928 + ], + "logprob_reward": -0.4313771426677704, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4313771426677704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20433466136455536, + 0.14799433946609497, + 0.06766730546951294, + 0.28573477268218994, + 0.03252846747636795, + 0.10632774978876114, + 0.05261537432670593, + 0.026582568883895874, + 0.05572463572025299, + 0.020490096881985664 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.4313771426677704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029838934540748596 + ], + "opposite_logprob_tokens": [ + -3.529839038848877 + ], + "logprob_reward": -0.029838934540748596, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029838934540748596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15632149577140808, + 0.07491684705018997, + 0.0464744009077549, + 0.31515952944755554, + 0.03200482577085495, + 0.22901694476604462, + 0.057713501155376434, + 0.030850082635879517, + 0.04350515455007553, + 0.014037152752280235 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.029838934540748596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980179339647293 + ], + "opposite_logprob_tokens": [ + -3.529801845550537 + ], + "logprob_reward": -0.02980179339647293, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980179339647293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05793016031384468, + 0.048416174948215485, + 0.05772051960229874, + 0.41926074028015137, + 0.09145653247833252, + 0.16690197587013245, + 0.07091077417135239, + 0.030501417815685272, + 0.04027444124221802, + 0.01662731170654297 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.02980179339647293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062058594077825546 + ], + "opposite_logprob_tokens": [ + -2.812058687210083 + ], + "logprob_reward": -0.062058594077825546, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062058594077825546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052912235260009766, + 0.02922927401959896, + 0.021506667137145996, + 0.08146502822637558, + 0.059766966849565506, + 0.3698331117630005, + 0.17919115722179413, + 0.08346027880907059, + 0.042937520891427994, + 0.07969781756401062 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.062058594077825546 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly general with a gray beard and eagle-like eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing heavy dark gold armor with beastly patterns and scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general standing atop a weathered ancient tower gripping the battlements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield with broken flags, burning siege engines, and billowing black smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start from a slightly upward angle and slowly pull back while zooming out?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808433189988136 + ], + "opposite_logprob_tokens": [ + -3.2880842685699463 + ], + "logprob_reward": -0.03808433189988136, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808433189988136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048130281269550323, + 0.0382879376411438, + 0.061113566160202026, + 0.13911201059818268, + 0.06260707229375839, + 0.19771692156791687, + 0.24939781427383423, + 0.12808026373386383, + 0.051385801285505295, + 0.024168364703655243 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.03808433189988136 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_10/index_tensor([8169, 8169])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_10/index_tensor([8169, 8169])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d972d4faad835836925fe0c18cd07974c17d7641 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_10/index_tensor([8169, 8169])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping drone shot descends, focusing on the majestic twin towers of Chengdu Financial City. Their modernist glass facades, under the bright, diffuse light of an overcast sky, reflect a dazzling, uniform white glow, like two giant blades of light piercing the heavens. At the foot of the towers, the once tranquil river has transformed into a raging racetrack, its turbid, turbulent waters surging at an unprecedented speed, violently eroding the solid concrete banks. At the moment of collision, a high-speed camera captures this breathtaking moment in extreme slow motion: a massive spray erupts into the sky, time seemingly frozen. Thousands of crystal-clear water droplets condense into a variety of shapes in the air, some resembling suspended diamonds, others stretched into delicate threads, forming a magnificent yet ephemeral liquid crown. Every detail is crystal clear, creating a stark, surreal contrast against the static, cold skyscrapers in the background. The entire image is filled with tension, revealing an awe-inspiring visual intertwining of urban wonder and the power of nature.", + "seed": 13989, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_10/index_8169_seed_13989_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23065366968512535, + "vlm_logprob": -0.23065366968512535, + "vlm_yes_no_margin": 2.0749999403953554, + "vlm_token_credit": -0.23065366968512535, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0304169449955225 + ], + "opposite_logprob_tokens": [ + -3.655416965484619 + ], + "logprob_reward": -0.0304169449955225, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0304169449955225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17455163598060608, + 0.03267664834856987, + 0.06546757370233536, + 0.031237229704856873, + 0.08821600675582886, + 0.06027434021234512, + 0.12389286607503891, + 0.18774248659610748, + 0.13684913516044617, + 0.0990920290350914 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0304169449955225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34867340326309204 + ], + "opposite_logprob_tokens": [ + -1.2236733436584473 + ], + "logprob_reward": -0.34867340326309204, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34867340326309204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1379951387643814, + 0.044863261282444, + 0.13298776745796204, + 0.05830344930291176, + 0.045660924166440964, + 0.18801763653755188, + 0.08492336422204971, + 0.07235535234212875, + 0.12273681908845901, + 0.1121562048792839 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.34867340326309204 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576114296913147 + ], + "opposite_logprob_tokens": [ + -0.826114296913147 + ], + "logprob_reward": -0.576114296913147, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576114296913147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08970072865486145, + 0.07453463971614838, + 0.07758726924657822, + 0.16859598457813263, + 0.053557343780994415, + 0.06586883962154388, + 0.1110694408416748, + 0.17496773600578308, + 0.05393054336309433, + 0.1301874816417694 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.576114296913147 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197255209088326 + ], + "opposite_logprob_tokens": [ + -4.018197059631348 + ], + "logprob_reward": -0.018197255209088326, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018197255209088326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10463658720254898, + 0.07592636346817017, + 0.0407286062836647, + 0.05431124567985535, + 0.028901318088173866, + 0.07880612462759018, + 0.18145912885665894, + 0.14421649277210236, + 0.12302246689796448, + 0.16799165308475494 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.018197255209088326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986644804477692 + ], + "opposite_logprob_tokens": [ + -1.8048664331436157 + ], + "logprob_reward": -0.17986644804477692, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986644804477692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1278795301914215, + 0.0861087217926979, + 0.03540036827325821, + 0.03830713406205177, + 0.08510075509548187, + 0.28668177127838135, + 0.10434433817863464, + 0.07169885188341141, + 0.08468098938465118, + 0.07979761809110641 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.17986644804477692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping drone shot descends, focusing on the majestic twin towers of Chengdu Financial City. Their modernist glass facades, under the bright, diffuse light of an overcast sky, reflect a dazzling, uniform white glow, like two giant blades of light piercing the heavens. At the foot of the towers, the once tranquil river has transformed into a raging racetrack, its turbid, turbulent waters surging at an unprecedented speed, violently eroding the solid concrete banks. At the moment of collision, a high-speed camera captures this breathtaking moment in extreme slow motion: a massive spray erupts into the sky, time seemingly frozen. Thousands of crystal-clear water droplets condense into a variety of shapes in the air, some resembling suspended diamonds, others stretched into delicate threads, forming a magnificent yet ephemeral liquid crown. Every detail is crystal clear, creating a stark, surreal contrast against the static, cold skyscrapers in the background. The entire image is filled with tension, revealing an awe-inspiring visual intertwining of urban wonder and the power of nature.", + "seed": 13990, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_10/index_8169_seed_13990_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3271096259355545, + "vlm_logprob": -0.3271096259355545, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.3271096259355545, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040024902671575546 + ], + "opposite_logprob_tokens": [ + -3.290024995803833 + ], + "logprob_reward": -0.040024902671575546, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.040024902671575546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2748284339904785, + 0.11716563999652863, + 0.035202980041503906, + 0.04479387775063515, + 0.12955541908740997, + 0.07766606658697128, + 0.04597204178571701, + 0.06003349646925926, + 0.13464690744876862, + 0.08013518154621124 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.040024902671575546 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742851257324219 + ], + "opposite_logprob_tokens": [ + -0.9742851257324219 + ], + "logprob_reward": -0.4742851257324219, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742851257324219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13365626335144043, + 0.05883173272013664, + 0.04526504874229431, + 0.12628255784511566, + 0.15418747067451477, + 0.0672949030995369, + 0.08417119830846786, + 0.09740695357322693, + 0.03957490622997284, + 0.19332894682884216 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.4742851257324219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8260836005210876 + ], + "opposite_logprob_tokens": [ + -0.5760836005210876 + ], + "logprob_reward": -0.8260836005210876, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8260836005210876, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07825577259063721, + 0.025404419749975204, + 0.09380820393562317, + 0.04912466183304787, + 0.07104333490133286, + 0.08687635511159897, + 0.06074137985706329, + 0.043353043496608734, + 0.09367072582244873, + 0.39772212505340576 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.8260836005210876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430825836956501 + ], + "opposite_logprob_tokens": [ + -3.1680824756622314 + ], + "logprob_reward": -0.0430825836956501, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430825836956501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06692005693912506, + 0.026204602792859077, + 0.024677162989974022, + 0.05586317554116249, + 0.1222810298204422, + 0.1016489565372467, + 0.12323640286922455, + 0.07000623643398285, + 0.04555594176054001, + 0.36360639333724976 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.0430825836956501 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25207191705703735 + ], + "opposite_logprob_tokens": [ + -1.5020718574523926 + ], + "logprob_reward": -0.25207191705703735, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25207191705703735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06448538601398468, + 0.056515030562877655, + 0.03717605024576187, + 0.17702563107013702, + 0.09230497479438782, + 0.1398693174123764, + 0.057625968009233475, + 0.12163038551807404, + 0.13129204511642456, + 0.12207519263029099 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.25207191705703735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping drone shot descends, focusing on the majestic twin towers of Chengdu Financial City. Their modernist glass facades, under the bright, diffuse light of an overcast sky, reflect a dazzling, uniform white glow, like two giant blades of light piercing the heavens. At the foot of the towers, the once tranquil river has transformed into a raging racetrack, its turbid, turbulent waters surging at an unprecedented speed, violently eroding the solid concrete banks. At the moment of collision, a high-speed camera captures this breathtaking moment in extreme slow motion: a massive spray erupts into the sky, time seemingly frozen. Thousands of crystal-clear water droplets condense into a variety of shapes in the air, some resembling suspended diamonds, others stretched into delicate threads, forming a magnificent yet ephemeral liquid crown. Every detail is crystal clear, creating a stark, surreal contrast against the static, cold skyscrapers in the background. The entire image is filled with tension, revealing an awe-inspiring visual intertwining of urban wonder and the power of nature.", + "seed": 13991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_10/index_8169_seed_13991_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09004749767482281, + "vlm_logprob": -0.09004749767482281, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.09004749767482281, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04475897550582886 + ], + "opposite_logprob_tokens": [ + -3.1697590351104736 + ], + "logprob_reward": -0.04475897550582886, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04475897550582886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09693092107772827, + 0.07878304272890091, + 0.05753817409276962, + 0.14104968309402466, + 0.04033171012997627, + 0.21185202896595, + 0.08620234578847885, + 0.1450328379869461, + 0.040886834263801575, + 0.10139241069555283 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.04475897550582886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560253739356995 + ], + "opposite_logprob_tokens": [ + -1.6006025075912476 + ], + "logprob_reward": -0.22560253739356995, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560253739356995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10815942287445068, + 0.10096132010221481, + 0.03691785782575607, + 0.33037862181663513, + 0.03411543369293213, + 0.16680742800235748, + 0.05998362973332405, + 0.05553319305181503, + 0.025747789070010185, + 0.08139529824256897 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.22560253739356995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306123033165932 + ], + "opposite_logprob_tokens": [ + -3.1680612564086914 + ], + "logprob_reward": -0.04306123033165932, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306123033165932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05014392361044884, + 0.06160125508904457, + 0.05134202912449837, + 0.07829155027866364, + 0.017201196402311325, + 0.1787257194519043, + 0.1669175624847412, + 0.27323752641677856, + 0.061471741646528244, + 0.06106749549508095 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.04306123033165932 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786011651158333 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009786011651158333, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786011651158333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04010753706097603, + 0.04489741101861, + 0.051550500094890594, + 0.11286331713199615, + 0.027334041893482208, + 0.11958446353673935, + 0.32894012331962585, + 0.1211007758975029, + 0.08863602578639984, + 0.06498575955629349 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.009786011651158333 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702873349189758 + ], + "opposite_logprob_tokens": [ + -2.127028703689575 + ], + "logprob_reward": -0.12702873349189758, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702873349189758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12975290417671204, + 0.07431798428297043, + 0.11228660494089127, + 0.10601836442947388, + 0.09193342924118042, + 0.1381322592496872, + 0.2220672219991684, + 0.04670051112771034, + 0.05180863291025162, + 0.02698209509253502 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.12702873349189758 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping drone shot descends, focusing on the majestic twin towers of Chengdu Financial City. Their modernist glass facades, under the bright, diffuse light of an overcast sky, reflect a dazzling, uniform white glow, like two giant blades of light piercing the heavens. At the foot of the towers, the once tranquil river has transformed into a raging racetrack, its turbid, turbulent waters surging at an unprecedented speed, violently eroding the solid concrete banks. At the moment of collision, a high-speed camera captures this breathtaking moment in extreme slow motion: a massive spray erupts into the sky, time seemingly frozen. Thousands of crystal-clear water droplets condense into a variety of shapes in the air, some resembling suspended diamonds, others stretched into delicate threads, forming a magnificent yet ephemeral liquid crown. Every detail is crystal clear, creating a stark, surreal contrast against the static, cold skyscrapers in the background. The entire image is filled with tension, revealing an awe-inspiring visual intertwining of urban wonder and the power of nature.", + "seed": 13992, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_10/index_8169_seed_13992_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.36615767925977705, + "vlm_logprob": -0.36615767925977705, + "vlm_yes_no_margin": 1.25, + "vlm_token_credit": -0.36615767925977705, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08137717843055725 + ], + "opposite_logprob_tokens": [ + -2.5813772678375244 + ], + "logprob_reward": -0.08137717843055725, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08137717843055725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12755782902240753, + 0.04686193913221359, + 0.07452154159545898, + 0.10218050330877304, + 0.07928908616304398, + 0.28919562697410583, + 0.08340602368116379, + 0.09666755050420761, + 0.06579021364450455, + 0.034529659897089005 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.08137717843055725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289141595363617 + ], + "opposite_logprob_tokens": [ + -1.053914189338684 + ], + "logprob_reward": -0.4289141595363617, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289141595363617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05998790264129639, + 0.05280659720301628, + 0.04648074507713318, + 0.05912848934531212, + 0.14083713293075562, + 0.229512020945549, + 0.09243247658014297, + 0.22249403595924377, + 0.059187568724155426, + 0.03713301196694374 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.4289141595363617 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327529549598694 + ], + "opposite_logprob_tokens": [ + -0.7577529549598694 + ], + "logprob_reward": -0.6327529549598694, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327529549598694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11254892498254776, + 0.048992838710546494, + 0.041979942470788956, + 0.04653912037611008, + 0.08334939181804657, + 0.22554992139339447, + 0.12052129954099655, + 0.08691534399986267, + 0.1871488392353058, + 0.04645435884594917 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.6327529549598694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549825057387352 + ], + "opposite_logprob_tokens": [ + -2.9299824237823486 + ], + "logprob_reward": -0.0549825057387352, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549825057387352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04564381018280983, + 0.035110779106616974, + 0.023835930973291397, + 0.02148408815264702, + 0.04811777174472809, + 0.3768104314804077, + 0.15609757602214813, + 0.21410255134105682, + 0.056818973273038864, + 0.02197805419564247 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.0549825057387352 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are twin towers resembling the Chengdu Financial City visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the towers have modernist glass facades reflecting a dazzling, uniform white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a river at the foot of the towers shown with turbid, turbulent water surging at high speed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive spray of water captured in extreme slow motion with droplets forming suspended shapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video begin with a sweeping drone shot that descends towards the towers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327615976333618 + ], + "opposite_logprob_tokens": [ + -0.7577615976333618 + ], + "logprob_reward": -0.6327615976333618, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327615976333618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.099820576608181, + 0.05754850432276726, + 0.026100268587470055, + 0.050341032445430756, + 0.21756064891815186, + 0.25006821751594543, + 0.1169470027089119, + 0.10041507333517075, + 0.06730958074331284, + 0.013889080844819546 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.6327615976333618 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_11/index_tensor([6704, 6704])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_11/index_tensor([6704, 6704])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..628283bcd21798b667133bb2e3103c26333091c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_11/index_tensor([6704, 6704])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a small cluster of plump, vibrant red berries, their taut, glistening skins a deep crimson, resting on a dark, mossy branch. Crisp morning light illuminates the scene, creating sharp highlights on the berries, while the dark foliage in the background dissolves into a soft, out-of-focus blur due to the very shallow depth of field. The action begins as the translucent moisture on their surfaces visibly thickens and congeals, losing its liquid sheen and beginning to solidify under the intense, unseen cold. Immediately afterwards, delicate, spidery tendrils of hoarfrost begin to bloom from the base of the berries, rapidly spreading upward and outward. These crystalline structures, meticulously woven across the crimson skin, quickly envelop each berry in a shimmering, opaque white shell. The low-angle light captures the facets of newly formed ice, causing them to shimmer with an icy, diamond-like brilliance. The entire cinematic shot is imbued with a cool color palette, dominated by the stark contrast between crimson and brilliant white, creating an atmosphere of silent, intense transformation. A unique, fine film grain is overlaid on the image, enhancing its tangible and timeless quality.", + "seed": 31114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_11/index_6704_seed_31114_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04290659092366696, + "vlm_logprob": -0.04290659092366696, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.04290659092366696, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009571258910000324 + ], + "opposite_logprob_tokens": [ + -4.759571075439453 + ], + "logprob_reward": -0.009571258910000324, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009571258910000324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11582433432340622, + 0.29277539253234863, + 0.11521437019109726, + 0.17105373740196228, + 0.027692411094903946, + 0.07427355647087097, + 0.08236907422542572, + 0.06292232871055603, + 0.027535948902368546, + 0.030338812619447708 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.009571258910000324 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006750753149390221 + ], + "opposite_logprob_tokens": [ + -5.006750583648682 + ], + "logprob_reward": -0.006750753149390221, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006750753149390221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0909227803349495, + 0.16252529621124268, + 0.08561831712722778, + 0.07288411259651184, + 0.2703763544559479, + 0.09454631805419922, + 0.08061141520738602, + 0.060366395860910416, + 0.0687902420759201, + 0.01335875317454338 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.006750753149390221 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040131449699402 + ], + "opposite_logprob_tokens": [ + -1.9104013442993164 + ], + "logprob_reward": -0.16040131449699402, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040131449699402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05976125970482826, + 0.09224862605333328, + 0.025752564892172813, + 0.029563473537564278, + 0.08565189689397812, + 0.2642749547958374, + 0.06976310908794403, + 0.09441892802715302, + 0.2598685920238495, + 0.018696604296565056 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.16040131449699402 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041035739704966545 + ], + "opposite_logprob_tokens": [ + -5.504103660583496 + ], + "logprob_reward": -0.0041035739704966545, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041035739704966545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12476849555969238, + 0.05158019810914993, + 0.053415972739458084, + 0.058072660118341446, + 0.05948341637849808, + 0.3121007978916168, + 0.05819479003548622, + 0.05267057940363884, + 0.18795868754386902, + 0.041754432022571564 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.0041035739704966545 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370605409145355 + ], + "opposite_logprob_tokens": [ + -3.408705949783325 + ], + "logprob_reward": -0.03370605409145355, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370605409145355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15754108130931854, + 0.23253118991851807, + 0.06366274505853653, + 0.08405068516731262, + 0.049922578036785126, + 0.1958162933588028, + 0.05178571864962578, + 0.0407058484852314, + 0.07906869798898697, + 0.04491524025797844 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.03370605409145355 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a small cluster of plump, vibrant red berries, their taut, glistening skins a deep crimson, resting on a dark, mossy branch. Crisp morning light illuminates the scene, creating sharp highlights on the berries, while the dark foliage in the background dissolves into a soft, out-of-focus blur due to the very shallow depth of field. The action begins as the translucent moisture on their surfaces visibly thickens and congeals, losing its liquid sheen and beginning to solidify under the intense, unseen cold. Immediately afterwards, delicate, spidery tendrils of hoarfrost begin to bloom from the base of the berries, rapidly spreading upward and outward. These crystalline structures, meticulously woven across the crimson skin, quickly envelop each berry in a shimmering, opaque white shell. The low-angle light captures the facets of newly formed ice, causing them to shimmer with an icy, diamond-like brilliance. The entire cinematic shot is imbued with a cool color palette, dominated by the stark contrast between crimson and brilliant white, creating an atmosphere of silent, intense transformation. A unique, fine film grain is overlaid on the image, enhancing its tangible and timeless quality.", + "seed": 31115, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_11/index_6704_seed_31115_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.038022698392160235, + "vlm_logprob": -0.038022698392160235, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.038022698392160235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0030258367769420147 + ], + "opposite_logprob_tokens": [ + -6.503026008605957 + ], + "logprob_reward": -0.0030258367769420147, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0030258367769420147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14601002633571625, + 0.09651433676481247, + 0.09661555290222168, + 0.052625950425863266, + 0.033547013998031616, + 0.13534387946128845, + 0.14983250200748444, + 0.08506277948617935, + 0.11947233974933624, + 0.08497558534145355 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0030258367769420147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001949554425664246 + ], + "opposite_logprob_tokens": [ + -6.251949787139893 + ], + "logprob_reward": -0.001949554425664246, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001949554425664246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1060488373041153, + 0.201314777135849, + 0.13956446945667267, + 0.04998994618654251, + 0.09113716334104538, + 0.06574918329715729, + 0.10503149032592773, + 0.12054381519556046, + 0.050031162798404694, + 0.07058917731046677 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.001949554425664246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035636276006699 + ], + "opposite_logprob_tokens": [ + -2.350356340408325 + ], + "logprob_reward": -0.10035636276006699, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035636276006699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14847828447818756, + 0.1323409527540207, + 0.0437634252011776, + 0.03355298191308975, + 0.08917665481567383, + 0.07618628442287445, + 0.21120281517505646, + 0.04837620258331299, + 0.12730436027050018, + 0.08961804956197739 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.10035636276006699 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981683425605297 + ], + "opposite_logprob_tokens": [ + -3.5298168659210205 + ], + "logprob_reward": -0.02981683425605297, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981683425605297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08517085015773773, + 0.0681806206703186, + 0.041812997311353683, + 0.07057162374258041, + 0.03777141869068146, + 0.1419656127691269, + 0.12126350402832031, + 0.23769903182983398, + 0.08620360493659973, + 0.1093607023358345 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.02981683425605297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054964903742074966 + ], + "opposite_logprob_tokens": [ + -2.929965019226074 + ], + "logprob_reward": -0.054964903742074966, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054964903742074966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17015716433525085, + 0.08123999834060669, + 0.045717958360910416, + 0.06043664366006851, + 0.09565839916467667, + 0.16389158368110657, + 0.055831871926784515, + 0.06770485639572144, + 0.12800000607967377, + 0.13136142492294312 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.054964903742074966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a small cluster of plump, vibrant red berries, their taut, glistening skins a deep crimson, resting on a dark, mossy branch. Crisp morning light illuminates the scene, creating sharp highlights on the berries, while the dark foliage in the background dissolves into a soft, out-of-focus blur due to the very shallow depth of field. The action begins as the translucent moisture on their surfaces visibly thickens and congeals, losing its liquid sheen and beginning to solidify under the intense, unseen cold. Immediately afterwards, delicate, spidery tendrils of hoarfrost begin to bloom from the base of the berries, rapidly spreading upward and outward. These crystalline structures, meticulously woven across the crimson skin, quickly envelop each berry in a shimmering, opaque white shell. The low-angle light captures the facets of newly formed ice, causing them to shimmer with an icy, diamond-like brilliance. The entire cinematic shot is imbued with a cool color palette, dominated by the stark contrast between crimson and brilliant white, creating an atmosphere of silent, intense transformation. A unique, fine film grain is overlaid on the image, enhancing its tangible and timeless quality.", + "seed": 31116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_11/index_6704_seed_31116_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03814869718626142, + "vlm_logprob": -0.03814869718626142, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03814869718626142, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006980436854064465 + ], + "opposite_logprob_tokens": [ + -5.2569804191589355 + ], + "logprob_reward": -0.006980436854064465, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006980436854064465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07499959319829941, + 0.12227015942335129, + 0.025050928816199303, + 0.0177365243434906, + 0.07026871293783188, + 0.4890410900115967, + 0.08265944570302963, + 0.059019725769758224, + 0.03364023193717003, + 0.025313567370176315 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.006980436854064465 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024986020289361477 + ], + "opposite_logprob_tokens": [ + -6.002498626708984 + ], + "logprob_reward": -0.0024986020289361477, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024986020289361477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10273026674985886, + 0.11407918483018875, + 0.08507104963064194, + 0.03137947618961334, + 0.11413686722517014, + 0.3130483031272888, + 0.05873751640319824, + 0.1125933825969696, + 0.031846869736909866, + 0.036377158015966415 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.0024986020289361477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270984411239624 + ], + "opposite_logprob_tokens": [ + -2.127098560333252 + ], + "logprob_reward": -0.1270984411239624, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270984411239624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10798019915819168, + 0.13277871906757355, + 0.04694178327918053, + 0.09980202466249466, + 0.14479973912239075, + 0.2610110938549042, + 0.10767398029565811, + 0.05418938770890236, + 0.021957818418741226, + 0.022865157574415207 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.1270984411239624 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011093014851212502 + ], + "opposite_logprob_tokens": [ + -4.5110931396484375 + ], + "logprob_reward": -0.011093014851212502, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011093014851212502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15898706018924713, + 0.07388098537921906, + 0.08578377962112427, + 0.028451820835471153, + 0.20835918188095093, + 0.2881716787815094, + 0.04192693531513214, + 0.069090835750103, + 0.021758338436484337, + 0.023589428514242172 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.011093014851212502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307299107313156 + ], + "opposite_logprob_tokens": [ + -3.1680729389190674 + ], + "logprob_reward": -0.04307299107313156, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307299107313156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034640833735466, + 0.017181554809212685, + 0.023047644644975662, + 0.017158877104520798, + 0.03824562951922417, + 0.7978559732437134, + 0.014367816969752312, + 0.02952873520553112, + 0.007165794726461172, + 0.020807093009352684 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.04307299107313156 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot from a slightly elevated angle captures a small cluster of plump, vibrant red berries, their taut, glistening skins a deep crimson, resting on a dark, mossy branch. Crisp morning light illuminates the scene, creating sharp highlights on the berries, while the dark foliage in the background dissolves into a soft, out-of-focus blur due to the very shallow depth of field. The action begins as the translucent moisture on their surfaces visibly thickens and congeals, losing its liquid sheen and beginning to solidify under the intense, unseen cold. Immediately afterwards, delicate, spidery tendrils of hoarfrost begin to bloom from the base of the berries, rapidly spreading upward and outward. These crystalline structures, meticulously woven across the crimson skin, quickly envelop each berry in a shimmering, opaque white shell. The low-angle light captures the facets of newly formed ice, causing them to shimmer with an icy, diamond-like brilliance. The entire cinematic shot is imbued with a cool color palette, dominated by the stark contrast between crimson and brilliant white, creating an atmosphere of silent, intense transformation. A unique, fine film grain is overlaid on the image, enhancing its tangible and timeless quality.", + "seed": 31117, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_11/index_6704_seed_31117_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03690921487286687, + "vlm_logprob": -0.03690921487286687, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.03690921487286687, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004710648208856583 + ], + "opposite_logprob_tokens": [ + -5.754710674285889 + ], + "logprob_reward": -0.004710648208856583, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004710648208856583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18655353784561157, + 0.07256785035133362, + 0.05243314802646637, + 0.02436511032283306, + 0.44896021485328674, + 0.0256078839302063, + 0.07593516260385513, + 0.03576656058430672, + 0.039879705756902695, + 0.03793089836835861 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.004710648208856583 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059593613259494305 + ], + "opposite_logprob_tokens": [ + -5.130959510803223 + ], + "logprob_reward": -0.0059593613259494305, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059593613259494305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28942665457725525, + 0.2495693564414978, + 0.08332982659339905, + 0.03051864728331566, + 0.0735943466424942, + 0.030050262808799744, + 0.057131655514240265, + 0.056865643709897995, + 0.07006020098924637, + 0.059453368186950684 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0059593613259494305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296737939119339 + ], + "opposite_logprob_tokens": [ + -2.2379674911499023 + ], + "logprob_reward": -0.11296737939119339, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296737939119339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16438093781471252, + 0.11065248399972916, + 0.039627354592084885, + 0.023191243410110474, + 0.4312611222267151, + 0.030903715640306473, + 0.07225381582975388, + 0.024907689541578293, + 0.07110172510147095, + 0.0317198671400547 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.11296737939119339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954503081738949 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954503081738949, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954503081738949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30125102400779724, + 0.09079530090093613, + 0.0655413568019867, + 0.040389880537986755, + 0.15125446021556854, + 0.02952413260936737, + 0.033131327480077744, + 0.07917861640453339, + 0.12322735041379929, + 0.08570654690265656 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.005954503081738949 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a small cluster of plump, vibrant red berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the berries resting on a dark, mossy branch with dark foliage in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature crisp morning light creating sharp highlights on the berries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent moisture and spidery tendrils of hoarfrost visibly form on the berries, enveloping them in a white shell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static with a shallow depth of field causing the background to dissolve into a soft blur?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495418235659599 + ], + "opposite_logprob_tokens": [ + -2.9299542903900146 + ], + "logprob_reward": -0.05495418235659599, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495418235659599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16074369847774506, + 0.06792690604925156, + 0.12485745549201965, + 0.05742673948407173, + 0.29467615485191345, + 0.02141071856021881, + 0.03403979167342186, + 0.06271669268608093, + 0.15254826843738556, + 0.023653525859117508 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.05495418235659599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_12/index_tensor([5599, 5599])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_12/index_tensor([5599, 5599])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..40bb2d1b99a30c20e22145c5971588d5070772c7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_12/index_tensor([5599, 5599])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static, extreme close-up, rendered in the biomechanical horror style of H.R. Giger, captures the brutal and relentless battle between two enormous Japanese rhinoceros beetles. Their exoskeletons are a nightmarish fusion of polished, oil-slick chrome and black, petrified chitin, interwoven with pulsating ribbed tubes that resemble exposed spines. Their massive, Y-shaped horns, part jagged bone, part cold steel, violently lock together, straining and grinding with immense force, sending metallic sparks into the oppressive air. Their piston-like legs end in sharp metal claws that dig deep into the ground for leverage, their entire biomechanical bodies crumbling under the immense pressure of the struggle. They fight across a desolate landscape populated by skeletal alien machines, twisted metal structures mimicking fossilized ribcages, and a tangle of vein-like cables snaking through the grimy metal grating floor. Harsh directional light from unseen sources carves deep, cavernous shadows across the scene and creates stark specular highlights on their chrome carapaces, while the color palette remains a cool, desaturated mix of gunmetal greys, deep blacks, and bone whites, establishing a claustrophobic and terrifying atmosphere of pure, mechanical violence.", + "seed": 24572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_12/index_5599_seed_24572_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.004261784977279604, + "vlm_logprob": -0.004261784977279604, + "vlm_yes_no_margin": 5.775, + "vlm_token_credit": -0.004261784977279604, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01011330634355545 + ], + "opposite_logprob_tokens": [ + -4.88511323928833 + ], + "logprob_reward": -0.01011330634355545, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.01011330634355545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07987924665212631, + 0.08112573623657227, + 0.0333593413233757, + 0.08173128962516785, + 0.10675076395273209, + 0.3854227662086487, + 0.07155751436948776, + 0.06639828532934189, + 0.02884715422987938, + 0.06492798775434494 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.01011330634355545 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015190026024356484 + ], + "opposite_logprob_tokens": [ + -6.501519203186035 + ], + "logprob_reward": -0.0015190026024356484, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015190026024356484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16259396076202393, + 0.050779685378074646, + 0.021355923265218735, + 0.055170848965644836, + 0.10846317559480667, + 0.32907968759536743, + 0.0780576691031456, + 0.06616949290037155, + 0.04559554532170296, + 0.08273402601480484 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0015190026024356484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253794603049755 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253794603049755, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253794603049755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2960391342639923, + 0.0723237618803978, + 0.040977247059345245, + 0.0876038521528244, + 0.11042734235525131, + 0.12138910591602325, + 0.061288248747587204, + 0.12081098556518555, + 0.03021879680454731, + 0.05892151594161987 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.005253794603049755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024856405798345804 + ], + "opposite_logprob_tokens": [ + -6.002485752105713 + ], + "logprob_reward": -0.0024856405798345804, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024856405798345804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1339583694934845, + 0.10047083348035812, + 0.03569317236542702, + 0.30952584743499756, + 0.07081474363803864, + 0.09031989425420761, + 0.10690966248512268, + 0.044913142919540405, + 0.04605971649289131, + 0.06133465841412544 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0024856405798345804 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001937180757522583 + ], + "opposite_logprob_tokens": [ + -6.251937389373779 + ], + "logprob_reward": -0.001937180757522583, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001937180757522583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19980774819850922, + 0.14114505052566528, + 0.03643244504928589, + 0.1528611183166504, + 0.07625195384025574, + 0.08628987520933151, + 0.06908910721540451, + 0.05303545668721199, + 0.054254200309515, + 0.1308329850435257 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.001937180757522583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, extreme close-up, rendered in the biomechanical horror style of H.R. Giger, captures the brutal and relentless battle between two enormous Japanese rhinoceros beetles. Their exoskeletons are a nightmarish fusion of polished, oil-slick chrome and black, petrified chitin, interwoven with pulsating ribbed tubes that resemble exposed spines. Their massive, Y-shaped horns, part jagged bone, part cold steel, violently lock together, straining and grinding with immense force, sending metallic sparks into the oppressive air. Their piston-like legs end in sharp metal claws that dig deep into the ground for leverage, their entire biomechanical bodies crumbling under the immense pressure of the struggle. They fight across a desolate landscape populated by skeletal alien machines, twisted metal structures mimicking fossilized ribcages, and a tangle of vein-like cables snaking through the grimy metal grating floor. Harsh directional light from unseen sources carves deep, cavernous shadows across the scene and creates stark specular highlights on their chrome carapaces, while the color palette remains a cool, desaturated mix of gunmetal greys, deep blacks, and bone whites, establishing a claustrophobic and terrifying atmosphere of pure, mechanical violence.", + "seed": 24573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_12/index_5599_seed_24573_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.004522709338925779, + "vlm_logprob": -0.004522709338925779, + "vlm_yes_no_margin": 5.625, + "vlm_token_credit": -0.004522709338925779, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010348471812903881 + ], + "opposite_logprob_tokens": [ + -4.760348320007324 + ], + "logprob_reward": -0.010348471812903881, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.010348471812903881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09420180320739746, + 0.06664084643125534, + 0.08858031779527664, + 0.044364456087350845, + 0.455777645111084, + 0.027111748233437538, + 0.03761034086346626, + 0.06687454879283905, + 0.03769278526306152, + 0.0811455026268959 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.010348471812903881 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019474128494039178 + ], + "opposite_logprob_tokens": [ + -6.251947402954102 + ], + "logprob_reward": -0.0019474128494039178, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019474128494039178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0824032872915268, + 0.03997813165187836, + 0.03836683928966522, + 0.047304682433605194, + 0.5446714758872986, + 0.0449545681476593, + 0.04688797891139984, + 0.0738450363278389, + 0.024269776418805122, + 0.057318247854709625 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.0019474128494039178 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641829524189234 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004641829524189234, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641829524189234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13260458409786224, + 0.015575539320707321, + 0.04824656620621681, + 0.020684586837887764, + 0.6898282170295715, + 0.019367527216672897, + 0.017522189766168594, + 0.011725342832505703, + 0.024557895958423615, + 0.019887497648596764 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.004641829524189234 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002485997276380658 + ], + "opposite_logprob_tokens": [ + -6.002486228942871 + ], + "logprob_reward": -0.002485997276380658, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002485997276380658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2930764853954315, + 0.056703001260757446, + 0.12764135003089905, + 0.08932123333215714, + 0.1832381784915924, + 0.027568452060222626, + 0.057265281677246094, + 0.045187294483184814, + 0.069469153881073, + 0.05052965506911278 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.002485997276380658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031898352317512035 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.0031898352317512035, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031898352317512035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11842379719018936, + 0.02860468067228794, + 0.05954345315694809, + 0.05487339571118355, + 0.39952442049980164, + 0.039890434592962265, + 0.09006321430206299, + 0.13927777111530304, + 0.026765162125229836, + 0.04303370416164398 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.0031898352317512035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, extreme close-up, rendered in the biomechanical horror style of H.R. Giger, captures the brutal and relentless battle between two enormous Japanese rhinoceros beetles. Their exoskeletons are a nightmarish fusion of polished, oil-slick chrome and black, petrified chitin, interwoven with pulsating ribbed tubes that resemble exposed spines. Their massive, Y-shaped horns, part jagged bone, part cold steel, violently lock together, straining and grinding with immense force, sending metallic sparks into the oppressive air. Their piston-like legs end in sharp metal claws that dig deep into the ground for leverage, their entire biomechanical bodies crumbling under the immense pressure of the struggle. They fight across a desolate landscape populated by skeletal alien machines, twisted metal structures mimicking fossilized ribcages, and a tangle of vein-like cables snaking through the grimy metal grating floor. Harsh directional light from unseen sources carves deep, cavernous shadows across the scene and creates stark specular highlights on their chrome carapaces, while the color palette remains a cool, desaturated mix of gunmetal greys, deep blacks, and bone whites, establishing a claustrophobic and terrifying atmosphere of pure, mechanical violence.", + "seed": 24574, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_12/index_5599_seed_24574_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.00434501301497221, + "vlm_logprob": -0.00434501301497221, + "vlm_yes_no_margin": 5.775, + "vlm_token_credit": -0.00434501301497221, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00955425575375557 + ], + "opposite_logprob_tokens": [ + -5.009554386138916 + ], + "logprob_reward": -0.00955425575375557, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00955425575375557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03293415904045105, + 0.022950928658246994, + 0.019619982689619064, + 0.02480572834610939, + 0.05359327420592308, + 0.0471908375620842, + 0.7203137278556824, + 0.02433541603386402, + 0.026570575311779976, + 0.02768534980714321 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.00955425575375557 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015188835095614195 + ], + "opposite_logprob_tokens": [ + -6.501518726348877 + ], + "logprob_reward": -0.0015188835095614195, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015188835095614195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06711839884519577, + 0.06657656282186508, + 0.04649608954787254, + 0.047889236360788345, + 0.0656963363289833, + 0.11888067424297333, + 0.41749459505081177, + 0.07085001468658447, + 0.03313193842768669, + 0.0658661276102066 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.0015188835095614195 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951895844191313 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951895844191313, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951895844191313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057639267295598984, + 0.06980429589748383, + 0.06265655905008316, + 0.038072045892477036, + 0.08298327773809433, + 0.13205847144126892, + 0.444077730178833, + 0.06123386695981026, + 0.026229869574308395, + 0.02524459920823574 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.005951895844191313 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189597511664033 + ], + "opposite_logprob_tokens": [ + -5.753189563751221 + ], + "logprob_reward": -0.003189597511664033, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189597511664033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03303234651684761, + 0.02787008322775364, + 0.07082641869783401, + 0.01838674210011959, + 0.049250997602939606, + 0.08902458846569061, + 0.6150342226028442, + 0.02890031784772873, + 0.02722812257707119, + 0.04044616222381592 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.003189597511664033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001510432455688715 + ], + "opposite_logprob_tokens": [ + -6.5015106201171875 + ], + "logprob_reward": -0.001510432455688715, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001510432455688715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060035575181245804, + 0.05699457228183746, + 0.038506247103214264, + 0.05016900599002838, + 0.3423965275287628, + 0.09321664273738861, + 0.1166536957025528, + 0.05466388911008835, + 0.09815983474254608, + 0.08920399099588394 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.001510432455688715 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static, extreme close-up, rendered in the biomechanical horror style of H.R. Giger, captures the brutal and relentless battle between two enormous Japanese rhinoceros beetles. Their exoskeletons are a nightmarish fusion of polished, oil-slick chrome and black, petrified chitin, interwoven with pulsating ribbed tubes that resemble exposed spines. Their massive, Y-shaped horns, part jagged bone, part cold steel, violently lock together, straining and grinding with immense force, sending metallic sparks into the oppressive air. Their piston-like legs end in sharp metal claws that dig deep into the ground for leverage, their entire biomechanical bodies crumbling under the immense pressure of the struggle. They fight across a desolate landscape populated by skeletal alien machines, twisted metal structures mimicking fossilized ribcages, and a tangle of vein-like cables snaking through the grimy metal grating floor. Harsh directional light from unseen sources carves deep, cavernous shadows across the scene and creates stark specular highlights on their chrome carapaces, while the color palette remains a cool, desaturated mix of gunmetal greys, deep blacks, and bone whites, establishing a claustrophobic and terrifying atmosphere of pure, mechanical violence.", + "seed": 24575, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_12/index_5599_seed_24575_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.003139477549120784, + "vlm_logprob": -0.003139477549120784, + "vlm_yes_no_margin": 6.075, + "vlm_token_credit": -0.003139477549120784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007191723212599754 + ], + "opposite_logprob_tokens": [ + -5.2571916580200195 + ], + "logprob_reward": -0.007191723212599754, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007191723212599754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17152103781700134, + 0.12693770229816437, + 0.11394800990819931, + 0.0628708079457283, + 0.04167081415653229, + 0.08419069647789001, + 0.17911550402641296, + 0.08119276165962219, + 0.05355632305145264, + 0.0849962830543518 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.007191723212599754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011851914459839463 + ], + "opposite_logprob_tokens": [ + -6.751185417175293 + ], + "logprob_reward": -0.0011851914459839463, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011851914459839463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14240655303001404, + 0.07625599950551987, + 0.2512834072113037, + 0.08941410481929779, + 0.036083489656448364, + 0.052237559109926224, + 0.08923747390508652, + 0.057779986411333084, + 0.05439084395766258, + 0.1509106159210205 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.0011851914459839463 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098706413060427 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098706413060427, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098706413060427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24785226583480835, + 0.07201919704675674, + 0.13842380046844482, + 0.07244561612606049, + 0.04025984928011894, + 0.02319222502410412, + 0.27730169892311096, + 0.03581080585718155, + 0.03289947286248207, + 0.059795085340738297 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.004098706413060427 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015112657565623522 + ], + "opposite_logprob_tokens": [ + -6.501511096954346 + ], + "logprob_reward": -0.0015112657565623522, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015112657565623522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16171783208847046, + 0.11796145141124725, + 0.22318094968795776, + 0.050338566303253174, + 0.05325616896152496, + 0.02698512002825737, + 0.03542935103178024, + 0.2286263406276703, + 0.04092087224125862, + 0.06158335506916046 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0015112657565623522 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects enormous Japanese rhinoceros beetles with a biomechanical appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the beetles' exoskeletons feature a fusion of polished chrome, black chitin, and pulsating ribbed tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the beetles locked in a violent struggle with Y-shaped horns that are part bone and part steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a desolate landscape with skeletal alien machines, twisted metal structures, and vein-like cables on a metal grating floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a low angle in an extreme close-up with harsh directional lighting creating deep shadows and specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017105009173974395 + ], + "opposite_logprob_tokens": [ + -6.376710414886475 + ], + "logprob_reward": -0.0017105009173974395, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017105009173974395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08344786614179611, + 0.11635565012693405, + 0.20441113412380219, + 0.14158448576927185, + 0.05495649203658104, + 0.03036336414515972, + 0.16181690990924835, + 0.04487612470984459, + 0.07426086068153381, + 0.08792717009782791 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.0017105009173974395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_13/index_tensor([8314, 8314])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_13/index_tensor([8314, 8314])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b3cf90420a98c0358552a15e48f3b56a2278193b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_13/index_tensor([8314, 8314])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, shot from a horizontal angle, plunges us into the murky depths of the ocean, focusing on a brilliantly colored squid. Its smooth skin shimmers in neon pinks, blues, and purples, and its enormous, bulbous eyes, with deep black pupils, reveal an expression of innocent yet exaggerated surprise. Shot in extreme slow motion, the squid suddenly, with a comically clumsy jerkiness, unleashes its coiled, suction-cupped tentacles, attempting a majestic, albeit slightly uncoordinated, radiating gesture. This sudden movement stirs the tranquil water, instantly detonating an elegant storm of particles around it: countless tiny golden grains of sand and plankton radiating emerald green and azure, awakened like cosmic stardust, slowly and gracefully swirl around it, illuminated by a soft bioluminescence. The resulting visual spectacle is both majestic and comical, a dreamlike spectacle.", + "seed": 14589, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_13/index_8314_seed_14589_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.30995683893561365, + "vlm_logprob": -0.30995683893561365, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.30995683893561365, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02115623652935028 + ], + "opposite_logprob_tokens": [ + -3.8961563110351562 + ], + "logprob_reward": -0.02115623652935028, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02115623652935028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05578520894050598, + 0.02404254861176014, + 0.041795432567596436, + 0.02338273823261261, + 0.031132638454437256, + 0.5812813639640808, + 0.020932886749505997, + 0.11535260081291199, + 0.044135332107543945, + 0.062159255146980286 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.02115623652935028 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370640054345131 + ], + "opposite_logprob_tokens": [ + -3.4087064266204834 + ], + "logprob_reward": -0.03370640054345131, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370640054345131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10214964300394058, + 0.048414696007966995, + 0.041817840188741684, + 0.040117185562849045, + 0.0812804251909256, + 0.3522374927997589, + 0.02988959290087223, + 0.17785577476024628, + 0.04230349883437157, + 0.08393388986587524 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.03370640054345131 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033691298216581345 + ], + "opposite_logprob_tokens": [ + -3.40869140625 + ], + "logprob_reward": -0.033691298216581345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033691298216581345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06353349983692169, + 0.03301714360713959, + 0.06143747270107269, + 0.02122550643980503, + 0.05480878800153732, + 0.5305538177490234, + 0.023957401514053345, + 0.07085854560136795, + 0.061966072767972946, + 0.07864172756671906 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.033691298216581345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495474860072136 + ], + "opposite_logprob_tokens": [ + -2.929954767227173 + ], + "logprob_reward": -0.05495474860072136, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495474860072136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07181067019701004, + 0.026424983516335487, + 0.030922824516892433, + 0.036666739732027054, + 0.04010273888707161, + 0.6549185514450073, + 0.01438396330922842, + 0.023857958614826202, + 0.05025777593255043, + 0.05065365508198738 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.05495474860072136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062755107879639 + ], + "opposite_logprob_tokens": [ + -0.2812754511833191 + ], + "logprob_reward": -1.4062755107879639, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062755107879639, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.025608642026782036, + 0.0211434718221426, + 0.016756687313318253, + 0.03265643119812012, + 0.012398208491504192, + 0.8285065293312073, + 0.006909867748618126, + 0.03263064846396446, + 0.015566439367830753, + 0.007823094725608826 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -1.4062755107879639 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "close-up shot, shot from a horizontal angle, plunges us into the murky depths of the ocean, focusing on a brilliantly colored squid. Its smooth skin shimmers in neon pinks, blues, and purples, and its enormous, bulbous eyes, with deep black pupils, reveal an expression of innocent yet exaggerated surprise. Shot in extreme slow motion, the squid suddenly, with a comically clumsy jerkiness, unleashes its coiled, suction-cupped tentacles, attempting a majestic, albeit slightly uncoordinated, radiating gesture. This sudden movement stirs the tranquil water, instantly detonating an elegant storm of particles around it: countless tiny golden grains of sand and plankton radiating emerald green and azure, awakened like cosmic stardust, slowly and gracefully swirl around it, illuminated by a soft bioluminescence. The resulting visual spectacle is both majestic and comical, a dreamlike spectacle.", + "seed": 14590, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_13/index_8314_seed_14590_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.30893726758658885, + "vlm_logprob": -0.30893726758658885, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.30893726758658885, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03397134318947792 + ], + "opposite_logprob_tokens": [ + -3.4089713096618652 + ], + "logprob_reward": -0.03397134318947792, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03397134318947792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07110494375228882, + 0.14096301794052124, + 0.038101088255643845, + 0.06783872097730637, + 0.039945363998413086, + 0.1577710211277008, + 0.13765497505664825, + 0.2771887183189392, + 0.04499290511012077, + 0.024439165368676186 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.03397134318947792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067965656518936 + ], + "opposite_logprob_tokens": [ + -3.1680679321289062 + ], + "logprob_reward": -0.043067965656518936, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067965656518936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12658943235874176, + 0.16731230914592743, + 0.11547347903251648, + 0.0827331617474556, + 0.03279747813940048, + 0.11774402856826782, + 0.14930061995983124, + 0.08366292715072632, + 0.08859123289585114, + 0.03579528257250786 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.043067965656518936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232884231954813 + ], + "opposite_logprob_tokens": [ + -3.7732884883880615 + ], + "logprob_reward": -0.0232884231954813, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232884231954813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12997283041477203, + 0.12974558770656586, + 0.07445315271615982, + 0.04616979882121086, + 0.05222164839506149, + 0.06804345548152924, + 0.0752534493803978, + 0.3384292423725128, + 0.06103821098804474, + 0.024672644212841988 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0232884231954813 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809477761387825 + ], + "opposite_logprob_tokens": [ + -3.2880947589874268 + ], + "logprob_reward": -0.03809477761387825, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809477761387825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13523928821086884, + 0.13231101632118225, + 0.06650485843420029, + 0.055643435567617416, + 0.06446247547864914, + 0.1725810468196869, + 0.0680743083357811, + 0.11860083043575287, + 0.1324070543050766, + 0.0541757196187973 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.03809477761387825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.406263828277588 + ], + "opposite_logprob_tokens": [ + -0.2812637686729431 + ], + "logprob_reward": -1.406263828277588, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.406263828277588, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.285418301820755, + 0.0885675922036171, + 0.06377454102039337, + 0.10743517428636551, + 0.04544990509748459, + 0.08034057915210724, + 0.16421177983283997, + 0.0617305189371109, + 0.05582504719495773, + 0.047246579080820084 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -1.406263828277588 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "close-up shot, shot from a horizontal angle, plunges us into the murky depths of the ocean, focusing on a brilliantly colored squid. Its smooth skin shimmers in neon pinks, blues, and purples, and its enormous, bulbous eyes, with deep black pupils, reveal an expression of innocent yet exaggerated surprise. Shot in extreme slow motion, the squid suddenly, with a comically clumsy jerkiness, unleashes its coiled, suction-cupped tentacles, attempting a majestic, albeit slightly uncoordinated, radiating gesture. This sudden movement stirs the tranquil water, instantly detonating an elegant storm of particles around it: countless tiny golden grains of sand and plankton radiating emerald green and azure, awakened like cosmic stardust, slowly and gracefully swirl around it, illuminated by a soft bioluminescence. The resulting visual spectacle is both majestic and comical, a dreamlike spectacle.", + "seed": 14591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_13/index_8314_seed_14591_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3103161361068487, + "vlm_logprob": -0.3103161361068487, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.3103161361068487, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016711249947547913 + ], + "opposite_logprob_tokens": [ + -4.141711235046387 + ], + "logprob_reward": -0.016711249947547913, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016711249947547913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15288424491882324, + 0.06450747698545456, + 0.04397686570882797, + 0.07777499407529831, + 0.04507100582122803, + 0.06578890234231949, + 0.1557147204875946, + 0.2538675367832184, + 0.036194439977407455, + 0.10421983897686005 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.016711249947547913 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329075336456299 + ], + "opposite_logprob_tokens": [ + -3.7732906341552734 + ], + "logprob_reward": -0.02329075336456299, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329075336456299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12717457115650177, + 0.061520617455244064, + 0.036834195256233215, + 0.060083236545324326, + 0.08939546346664429, + 0.03780260309576988, + 0.07674296945333481, + 0.37597236037254333, + 0.03387913107872009, + 0.10059480369091034 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.02329075336456299 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026341667398810387 + ], + "opposite_logprob_tokens": [ + -3.651341676712036 + ], + "logprob_reward": -0.026341667398810387, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026341667398810387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07004664093255997, + 0.058398809283971786, + 0.07714592665433884, + 0.1557614952325821, + 0.05780519172549248, + 0.05674152076244354, + 0.07239360362291336, + 0.14856448769569397, + 0.16004517674446106, + 0.1430971622467041 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.026341667398810387 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896972447633743 + ], + "opposite_logprob_tokens": [ + -2.578969717025757 + ], + "logprob_reward": -0.07896972447633743, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896972447633743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.133924663066864, + 0.06322082132101059, + 0.05412304773926735, + 0.12931331992149353, + 0.1217559352517128, + 0.04719322547316551, + 0.0387648306787014, + 0.2020525187253952, + 0.03593108430504799, + 0.17372050881385803 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.07896972447633743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062672853469849 + ], + "opposite_logprob_tokens": [ + -0.28126728534698486 + ], + "logprob_reward": -1.4062672853469849, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062672853469849, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2054511457681656, + 0.1565951406955719, + 0.04622579738497734, + 0.056210584938526154, + 0.0720638632774353, + 0.056256454437971115, + 0.05998187139630318, + 0.08255648612976074, + 0.09105740487575531, + 0.17360128462314606 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -1.4062672853469849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "close-up shot, shot from a horizontal angle, plunges us into the murky depths of the ocean, focusing on a brilliantly colored squid. Its smooth skin shimmers in neon pinks, blues, and purples, and its enormous, bulbous eyes, with deep black pupils, reveal an expression of innocent yet exaggerated surprise. Shot in extreme slow motion, the squid suddenly, with a comically clumsy jerkiness, unleashes its coiled, suction-cupped tentacles, attempting a majestic, albeit slightly uncoordinated, radiating gesture. This sudden movement stirs the tranquil water, instantly detonating an elegant storm of particles around it: countless tiny golden grains of sand and plankton radiating emerald green and azure, awakened like cosmic stardust, slowly and gracefully swirl around it, illuminated by a soft bioluminescence. The resulting visual spectacle is both majestic and comical, a dreamlike spectacle.", + "seed": 14592, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_13/index_8314_seed_14592_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2841915339231491, + "vlm_logprob": -0.2841915339231491, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.2841915339231491, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016379306092858315 + ], + "opposite_logprob_tokens": [ + -4.141379356384277 + ], + "logprob_reward": -0.016379306092858315, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016379306092858315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11723577976226807, + 0.08666731417179108, + 0.1038539856672287, + 0.13008920848369598, + 0.06345181912183762, + 0.20428231358528137, + 0.034393977373838425, + 0.06424980610609055, + 0.04934396594762802, + 0.1464318037033081 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.016379306092858315 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801562428474426 + ], + "opposite_logprob_tokens": [ + -3.529801607131958 + ], + "logprob_reward": -0.029801562428474426, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801562428474426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08706440031528473, + 0.3000955283641815, + 0.07457046955823898, + 0.059282831847667694, + 0.03387598320841789, + 0.11204299330711365, + 0.020514680072665215, + 0.06260869652032852, + 0.054005857557058334, + 0.19593864679336548 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.029801562428474426 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809339925646782 + ], + "opposite_logprob_tokens": [ + -3.288093328475952 + ], + "logprob_reward": -0.03809339925646782, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809339925646782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04936571419239044, + 0.4107520878314972, + 0.08142244070768356, + 0.05819641053676605, + 0.0831911638379097, + 0.15415318310260773, + 0.02832278609275818, + 0.023385196924209595, + 0.0281989686191082, + 0.08301196247339249 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.03809339925646782 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232852790504694 + ], + "opposite_logprob_tokens": [ + -3.773285388946533 + ], + "logprob_reward": -0.0232852790504694, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232852790504694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053710926324129105, + 0.19377927482128143, + 0.08531291782855988, + 0.08451621979475021, + 0.0690792053937912, + 0.2232871949672699, + 0.05779930204153061, + 0.11042451113462448, + 0.05569418892264366, + 0.06639624387025833 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.0232852790504694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up of a squid with smooth skin shimmering in neon pinks, blues, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the squid's enormous bulbous eyes show deep black pupils with an expression of innocent yet exaggerated surprise?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the squid move with comically clumsy jerkiness to unleash its coiled, suction-cupped tentacles in a radiating gesture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the movement stir the water to create a storm of tiny golden sand and plankton particles that swirl in emerald green and azure colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shot in extreme slow motion with a horizontal camera angle plunging into murky ocean depths?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3133981227874756 + ], + "opposite_logprob_tokens": [ + -0.3133981227874756 + ], + "logprob_reward": -1.3133981227874756, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3133981227874756, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12066442519426346, + 0.04110243543982506, + 0.0769539624452591, + 0.0893184021115303, + 0.06548277288675308, + 0.04399653151631355, + 0.08703823387622833, + 0.15974153578281403, + 0.13735078275203705, + 0.17835091054439545 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -1.3133981227874756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_14/index_tensor([2950, 2950])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_14/index_tensor([2950, 2950])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fc5f8d5755d261c55199f52382651132d2018708 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_14/index_tensor([2950, 2950])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up, the camera remains still, focusing at a level angle on an old, faded family photograph with slightly curled edges. The photo lies flat on a dark, finely grained wood table. The photo itself has a warm sepia hue, the paper surface showing subtle scratches and the marks of time. Caught in a soft, warm light from the side, the image depicts a family of four cuddled together, their faces beaming with bright, genuine smiles. However, this still, happy scene begins to silently shift. The once clear image, particularly around the corners of the characters' mouths and eyes, begins to destabilize, like a sand painting disturbed by a breeze. Then, these images begin to irreversibly disintegrate into countless tiny, sand-like golden particles, slowly peeling away from the characters' faces. Under the influence of gravity, they silently flow downward like a miniature waterfall, disintegrating. The smile that was once filled with happiness disappears first, leaving behind a hollow outline. Then the image of the entire face, body and clothing also disintegrates, turning into a flowing particle, and finally accumulates into a small pile of fine \"sand dunes\" in the lower half of the photo, leaving only a yellowed blank background. The whole process creates a quiet, sad and slightly surreal atmosphere, as if witnessing the ruthless passage of a precious memory.", + "seed": 30045, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_14/index_2950_seed_30045_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1491999302059412, + "vlm_logprob": -0.1491999302059412, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.1491999302059412, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045873530209064484 + ], + "opposite_logprob_tokens": [ + -3.1708736419677734 + ], + "logprob_reward": -0.045873530209064484, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.045873530209064484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.344765841960907, + 0.05961595103144646, + 0.025466280058026314, + 0.023889169096946716, + 0.1237788051366806, + 0.07362916320562363, + 0.052639737725257874, + 0.058892734348773956, + 0.1605403572320938, + 0.0767819881439209 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.045873530209064484 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329715251922607 + ], + "opposite_logprob_tokens": [ + -0.7579715251922607 + ], + "logprob_reward": -0.6329715251922607, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329715251922607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2403005212545395, + 0.0472160167992115, + 0.020263325423002243, + 0.020185289904475212, + 0.07492634654045105, + 0.044019732624292374, + 0.04442933574318886, + 0.09364037215709686, + 0.2098909169435501, + 0.20512808859348297 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.6329715251922607 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00867101363837719 + ], + "opposite_logprob_tokens": [ + -4.758670806884766 + ], + "logprob_reward": -0.00867101363837719, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00867101363837719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21781277656555176, + 0.06222391873598099, + 0.04285280406475067, + 0.02118711732327938, + 0.06352294236421585, + 0.03739520162343979, + 0.06434476375579834, + 0.11886319518089294, + 0.21147271990776062, + 0.16032451391220093 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.00867101363837719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794510900974274 + ], + "opposite_logprob_tokens": [ + -4.63479471206665 + ], + "logprob_reward": -0.009794510900974274, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794510900974274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2531564235687256, + 0.05853083357214928, + 0.05669878050684929, + 0.0579916276037693, + 0.04844056814908981, + 0.09617656469345093, + 0.09301906079053879, + 0.07039275020360947, + 0.03918812423944473, + 0.22640526294708252 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.009794510900974274 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868907108902931 + ], + "opposite_logprob_tokens": [ + -3.048689126968384 + ], + "logprob_reward": -0.04868907108902931, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868907108902931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046299297362565994, + 0.03253449872136116, + 0.021069731563329697, + 0.016579637303948402, + 0.0556580126285553, + 0.04241747781634331, + 0.025900695472955704, + 0.07969309389591217, + 0.07761384546756744, + 0.6022337079048157 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.04868907108902931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains still, focusing at a level angle on an old, faded family photograph with slightly curled edges. The photo lies flat on a dark, finely grained wood table. The photo itself has a warm sepia hue, the paper surface showing subtle scratches and the marks of time. Caught in a soft, warm light from the side, the image depicts a family of four cuddled together, their faces beaming with bright, genuine smiles. However, this still, happy scene begins to silently shift. The once clear image, particularly around the corners of the characters' mouths and eyes, begins to destabilize, like a sand painting disturbed by a breeze. Then, these images begin to irreversibly disintegrate into countless tiny, sand-like golden particles, slowly peeling away from the characters' faces. Under the influence of gravity, they silently flow downward like a miniature waterfall, disintegrating. The smile that was once filled with happiness disappears first, leaving behind a hollow outline. Then the image of the entire face, body and clothing also disintegrates, turning into a flowing particle, and finally accumulates into a small pile of fine \"sand dunes\" in the lower half of the photo, leaving only a yellowed blank background. The whole process creates a quiet, sad and slightly surreal atmosphere, as if witnessing the ruthless passage of a precious memory.", + "seed": 30046, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_14/index_2950_seed_30046_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10162494266405701, + "vlm_logprob": -0.10162494266405701, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.10162494266405701, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029993388801813126 + ], + "opposite_logprob_tokens": [ + -3.6549932956695557 + ], + "logprob_reward": -0.029993388801813126, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029993388801813126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23087270557880402, + 0.06299435347318649, + 0.0618085153400898, + 0.03681377321481705, + 0.11548339575529099, + 0.13806742429733276, + 0.13222293555736542, + 0.03488845378160477, + 0.12463971972465515, + 0.06220879778265953 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.029993388801813126 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28162452578544617 + ], + "opposite_logprob_tokens": [ + -1.4066245555877686 + ], + "logprob_reward": -0.28162452578544617, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28162452578544617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2725090980529785, + 0.1117221862077713, + 0.06515084207057953, + 0.044115956872701645, + 0.04416777193546295, + 0.08103638887405396, + 0.030658185482025146, + 0.07165243476629257, + 0.19024306535720825, + 0.08874405920505524 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.28162452578544617 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006766619626432657 + ], + "opposite_logprob_tokens": [ + -5.0067667961120605 + ], + "logprob_reward": -0.006766619626432657, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006766619626432657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14143961668014526, + 0.11469211429357529, + 0.08463577181100845, + 0.055115558207035065, + 0.04157138988375664, + 0.07323145121335983, + 0.025005651637911797, + 0.03816739469766617, + 0.37088149785995483, + 0.05525956302881241 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.006766619626432657 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795455262064934 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795455262064934, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795455262064934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1354794204235077, + 0.09849009662866592, + 0.09417964518070221, + 0.06567838042974472, + 0.08666948974132538, + 0.0939105674624443, + 0.038387369364500046, + 0.03360343351960182, + 0.2181575447320938, + 0.13544397056102753 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.009795455262064934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799447238445282 + ], + "opposite_logprob_tokens": [ + -1.8049447536468506 + ], + "logprob_reward": -0.1799447238445282, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799447238445282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06241025775671005, + 0.04981635510921478, + 0.0534496009349823, + 0.032662346959114075, + 0.047634389251470566, + 0.024142682552337646, + 0.060472603887319565, + 0.05727977678179741, + 0.447437584400177, + 0.16469445824623108 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.1799447238445282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains still, focusing at a level angle on an old, faded family photograph with slightly curled edges. The photo lies flat on a dark, finely grained wood table. The photo itself has a warm sepia hue, the paper surface showing subtle scratches and the marks of time. Caught in a soft, warm light from the side, the image depicts a family of four cuddled together, their faces beaming with bright, genuine smiles. However, this still, happy scene begins to silently shift. The once clear image, particularly around the corners of the characters' mouths and eyes, begins to destabilize, like a sand painting disturbed by a breeze. Then, these images begin to irreversibly disintegrate into countless tiny, sand-like golden particles, slowly peeling away from the characters' faces. Under the influence of gravity, they silently flow downward like a miniature waterfall, disintegrating. The smile that was once filled with happiness disappears first, leaving behind a hollow outline. Then the image of the entire face, body and clothing also disintegrates, turning into a flowing particle, and finally accumulates into a small pile of fine \"sand dunes\" in the lower half of the photo, leaving only a yellowed blank background. The whole process creates a quiet, sad and slightly surreal atmosphere, as if witnessing the ruthless passage of a precious memory.", + "seed": 30047, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_14/index_2950_seed_30047_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.501351323351264, + "vlm_logprob": -0.501351323351264, + "vlm_yes_no_margin": 1.724999976158142, + "vlm_token_credit": -0.501351323351264, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0185277462005615 + ], + "opposite_logprob_tokens": [ + -0.14352764189243317 + ], + "logprob_reward": -2.0185277462005615, + "yes_no_margin_reward": -1.8750001192092896, + "token_credit_reward": -2.0185277462005615, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2545136511325836, + 0.07235242426395416, + 0.022213203832507133, + 0.034376464784145355, + 0.049572549760341644, + 0.012328671291470528, + 0.08355771005153656, + 0.12945088744163513, + 0.21734942495822906, + 0.12428503483533859 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -2.0185277462005615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3140759766101837 + ], + "opposite_logprob_tokens": [ + -1.3140759468078613 + ], + "logprob_reward": -0.3140759766101837, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3140759766101837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10597066581249237, + 0.08030149340629578, + 0.04701348766684532, + 0.033470336347818375, + 0.10829972475767136, + 0.08479857444763184, + 0.07635214179754257, + 0.21123148500919342, + 0.09007424861192703, + 0.16248781979084015 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.3140759766101837 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020647702738642693 + ], + "opposite_logprob_tokens": [ + -3.8956477642059326 + ], + "logprob_reward": -0.020647702738642693, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020647702738642693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19295383989810944, + 0.05061770975589752, + 0.04987894743680954, + 0.025874339044094086, + 0.02309948019683361, + 0.027991363778710365, + 0.06572302430868149, + 0.312746524810791, + 0.1220991313457489, + 0.12901562452316284 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.020647702738642693 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026384279131889343 + ], + "opposite_logprob_tokens": [ + -3.6513843536376953 + ], + "logprob_reward": -0.026384279131889343, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026384279131889343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1290893852710724, + 0.028486959636211395, + 0.042279794812202454, + 0.011047648265957832, + 0.026246966794133186, + 0.03575676679611206, + 0.10676637291908264, + 0.4783019721508026, + 0.054488133639097214, + 0.08753599971532822 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.026384279131889343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12712091207504272 + ], + "opposite_logprob_tokens": [ + -2.1271209716796875 + ], + "logprob_reward": -0.12712091207504272, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12712091207504272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10743997246026993, + 0.07435549795627594, + 0.028646817430853844, + 0.029638024047017097, + 0.05862925946712494, + 0.05152644217014313, + 0.11612303555011749, + 0.26077544689178467, + 0.1873752474784851, + 0.08549024909734726 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.12712091207504272 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains still, focusing at a level angle on an old, faded family photograph with slightly curled edges. The photo lies flat on a dark, finely grained wood table. The photo itself has a warm sepia hue, the paper surface showing subtle scratches and the marks of time. Caught in a soft, warm light from the side, the image depicts a family of four cuddled together, their faces beaming with bright, genuine smiles. However, this still, happy scene begins to silently shift. The once clear image, particularly around the corners of the characters' mouths and eyes, begins to destabilize, like a sand painting disturbed by a breeze. Then, these images begin to irreversibly disintegrate into countless tiny, sand-like golden particles, slowly peeling away from the characters' faces. Under the influence of gravity, they silently flow downward like a miniature waterfall, disintegrating. The smile that was once filled with happiness disappears first, leaving behind a hollow outline. Then the image of the entire face, body and clothing also disintegrates, turning into a flowing particle, and finally accumulates into a small pile of fine \"sand dunes\" in the lower half of the photo, leaving only a yellowed blank background. The whole process creates a quiet, sad and slightly surreal atmosphere, as if witnessing the ruthless passage of a precious memory.", + "seed": 30048, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_14/index_2950_seed_30048_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13666968308389188, + "vlm_logprob": -0.13666968308389188, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.13666968308389188, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12970279157161713 + ], + "opposite_logprob_tokens": [ + -2.1297028064727783 + ], + "logprob_reward": -0.12970279157161713, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12970279157161713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41334104537963867, + 0.055531710386276245, + 0.03549850359559059, + 0.03913317248225212, + 0.04248283430933952, + 0.10190300643444061, + 0.13101211190223694, + 0.12427639961242676, + 0.03164713829755783, + 0.025174081325531006 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.12970279157161713 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47462326288223267 + ], + "opposite_logprob_tokens": [ + -0.9746232628822327 + ], + "logprob_reward": -0.47462326288223267, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47462326288223267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1860468089580536, + 0.04835529997944832, + 0.04625400900840759, + 0.07283833622932434, + 0.18284131586551666, + 0.1820536106824875, + 0.06436670571565628, + 0.12976816296577454, + 0.05720651149749756, + 0.030269216746091843 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.47462326288223267 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009820717386901379 + ], + "opposite_logprob_tokens": [ + -4.634820938110352 + ], + "logprob_reward": -0.009820717386901379, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009820717386901379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2876482307910919, + 0.05965498834848404, + 0.033137284219264984, + 0.04098326340317726, + 0.14224645495414734, + 0.0999409630894661, + 0.10415668785572052, + 0.1337820440530777, + 0.050157759338617325, + 0.04829223081469536 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.009820717386901379 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213046990334988 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.014213046990334988, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213046990334988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17326270043849945, + 0.04143665358424187, + 0.031349800527095795, + 0.03959740698337555, + 0.11751435697078705, + 0.12801489233970642, + 0.16545113921165466, + 0.12947043776512146, + 0.11003153026103973, + 0.06387107074260712 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.014213046990334988 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot an extreme close-up of an old, faded family photograph lying flat on a dark wood table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the photograph initially show a family of four with bright, genuine smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the characters' faces begin to destabilize and disintegrate into tiny, sand-like golden particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the disintegrating particles flow downward under gravity to form a small pile of fine sand dunes in the lower half of the photo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the final scene show only a yellowed blank background where the photograph once was?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054988596588373184 + ], + "opposite_logprob_tokens": [ + -2.9299886226654053 + ], + "logprob_reward": -0.054988596588373184, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054988596588373184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04899327829480171, + 0.038276731967926025, + 0.046493470668792725, + 0.02289782278239727, + 0.034331344068050385, + 0.07809343189001083, + 0.15573951601982117, + 0.31040075421333313, + 0.0732806846499443, + 0.1914929300546646 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.054988596588373184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_15/index_tensor([5023, 5023])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_15/index_tensor([5023, 5023])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2463096bf6b37560d3a9cede655c5a60bb73ce0b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_15/index_tensor([5023, 5023])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a documentary-like, realistic shot, the camera remains motionless at eye level, gazing upon the inky darkness of the deep sea. A powerful, focused beam of cold white light, dramatically backlit from the depths of the frame, pierces the endless blackness and precisely outlines the almost ethereal, translucent silhouette of a massive helmet jellyfish. The massive creature's umbrella-shaped body is smooth and rounded, with a jelly-like texture. The backlighting gives its edges a luminous glow, and the intricate structure within is barely visible. It pulsates with a slow, rhythmic rhythm, each graceful contraction and expansion propelling it forward through the silent waters. From beneath, countless slender tentacles extend like luminous threads, each emitting a soft bioluminescent light. They trail an enchanting, ethereal trail of light in the darkness, complementing the tiny suspended particles in the background, illuminated by the beam. The entire image is imbued with the solemnity of scientific exploration and awe for the unknown, creating an atmosphere of tranquility, mystery, and visual impact.", + "seed": 11408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_15/index_5023_seed_11408_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08691077390685678, + "vlm_logprob": -0.08691077390685678, + "vlm_yes_no_margin": 4.000000011920929, + "vlm_token_credit": -0.08691077390685678, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3930191397666931 + ], + "opposite_logprob_tokens": [ + -1.143019199371338 + ], + "logprob_reward": -0.3930191397666931, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.3930191397666931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1795399934053421, + 0.1287262737751007, + 0.1063184142112732, + 0.10473340004682541, + 0.04640117287635803, + 0.05466114357113838, + 0.09309421479701996, + 0.0379822738468647, + 0.18585284054279327, + 0.06269033253192902 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.3930191397666931 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009810447692871094 + ], + "opposite_logprob_tokens": [ + -4.634810447692871 + ], + "logprob_reward": -0.009810447692871094, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009810447692871094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31332066655158997, + 0.11938700824975967, + 0.1585923433303833, + 0.050726622343063354, + 0.061786845326423645, + 0.0210207961499691, + 0.07269194722175598, + 0.04398017004132271, + 0.07705949991941452, + 0.08143410831689835 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.009810447692871094 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651867508888245 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651867508888245, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651867508888245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23555761575698853, + 0.11815096437931061, + 0.1691417396068573, + 0.10882556438446045, + 0.15611475706100464, + 0.07056581228971481, + 0.03537221625447273, + 0.028581947088241577, + 0.0337197408080101, + 0.043969638645648956 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.008651867508888245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024937265552580357 + ], + "opposite_logprob_tokens": [ + -6.002493858337402 + ], + "logprob_reward": -0.0024937265552580357, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024937265552580357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38046738505363464, + 0.1418572962284088, + 0.07857992500066757, + 0.0841410905122757, + 0.08160364627838135, + 0.0426151268184185, + 0.08007466793060303, + 0.03322330117225647, + 0.052222710102796555, + 0.02521487884223461 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0024937265552580357 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578688010573387 + ], + "opposite_logprob_tokens": [ + -3.895578622817993 + ], + "logprob_reward": -0.020578688010573387, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578688010573387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3255424201488495, + 0.09320160746574402, + 0.05168072134256363, + 0.15010344982147217, + 0.09614133089780807, + 0.03882142901420593, + 0.04739328473806381, + 0.058936428278684616, + 0.10258448868989944, + 0.03559483215212822 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.020578688010573387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a documentary-like, realistic shot, the camera remains motionless at eye level, gazing upon the inky darkness of the deep sea. A powerful, focused beam of cold white light, dramatically backlit from the depths of the frame, pierces the endless blackness and precisely outlines the almost ethereal, translucent silhouette of a massive helmet jellyfish. The massive creature's umbrella-shaped body is smooth and rounded, with a jelly-like texture. The backlighting gives its edges a luminous glow, and the intricate structure within is barely visible. It pulsates with a slow, rhythmic rhythm, each graceful contraction and expansion propelling it forward through the silent waters. From beneath, countless slender tentacles extend like luminous threads, each emitting a soft bioluminescent light. They trail an enchanting, ethereal trail of light in the darkness, complementing the tiny suspended particles in the background, illuminated by the beam. The entire image is imbued with the solemnity of scientific exploration and awe for the unknown, creating an atmosphere of tranquility, mystery, and visual impact.", + "seed": 11409, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_15/index_5023_seed_11409_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06245491469744593, + "vlm_logprob": -0.06245491469744593, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.06245491469744593, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28948694467544556 + ], + "opposite_logprob_tokens": [ + -1.4144868850708008 + ], + "logprob_reward": -0.28948694467544556, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28948694467544556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11035259068012238, + 0.06062314659357071, + 0.0773259699344635, + 0.06567021459341049, + 0.15934623777866364, + 0.07006815075874329, + 0.12509675323963165, + 0.11585988104343414, + 0.15140071511268616, + 0.06425632536411285 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.28948694467544556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009804426692426205 + ], + "opposite_logprob_tokens": [ + -4.6348042488098145 + ], + "logprob_reward": -0.009804426692426205, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009804426692426205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18242253363132477, + 0.057920731604099274, + 0.0634952038526535, + 0.08943375945091248, + 0.04453763738274574, + 0.026654917746782303, + 0.268513947725296, + 0.09706665575504303, + 0.1397007405757904, + 0.030253877863287926 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.009804426692426205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002831024117767811 + ], + "opposite_logprob_tokens": [ + -5.877830982208252 + ], + "logprob_reward": -0.002831024117767811, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002831024117767811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11987614631652832, + 0.11107422411441803, + 0.08322314918041229, + 0.10991640388965607, + 0.08300688862800598, + 0.05987182632088661, + 0.19977600872516632, + 0.08872433006763458, + 0.1094098761677742, + 0.035121120512485504 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.002831024117767811 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015162649797275662 + ], + "opposite_logprob_tokens": [ + -6.501516342163086 + ], + "logprob_reward": -0.0015162649797275662, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015162649797275662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2045215368270874, + 0.06948927789926529, + 0.062126319855451584, + 0.11687678843736649, + 0.10866270959377289, + 0.08749647438526154, + 0.14171423017978668, + 0.0853903740644455, + 0.08998168259859085, + 0.033740654587745667 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.0015162649797275662 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635913021862507 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.008635913021862507, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635913021862507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1029992327094078, + 0.061493415385484695, + 0.05512133985757828, + 0.06052238121628761, + 0.10481917858123779, + 0.0720822662115097, + 0.24209599196910858, + 0.20300711691379547, + 0.06441745162010193, + 0.03344159573316574 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.008635913021862507 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a documentary-like, realistic shot, the camera remains motionless at eye level, gazing upon the inky darkness of the deep sea. A powerful, focused beam of cold white light, dramatically backlit from the depths of the frame, pierces the endless blackness and precisely outlines the almost ethereal, translucent silhouette of a massive helmet jellyfish. The massive creature's umbrella-shaped body is smooth and rounded, with a jelly-like texture. The backlighting gives its edges a luminous glow, and the intricate structure within is barely visible. It pulsates with a slow, rhythmic rhythm, each graceful contraction and expansion propelling it forward through the silent waters. From beneath, countless slender tentacles extend like luminous threads, each emitting a soft bioluminescent light. They trail an enchanting, ethereal trail of light in the darkness, complementing the tiny suspended particles in the background, illuminated by the beam. The entire image is imbued with the solemnity of scientific exploration and awe for the unknown, creating an atmosphere of tranquility, mystery, and visual impact.", + "seed": 11410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_15/index_5023_seed_11410_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09254006259143352, + "vlm_logprob": -0.09254006259143352, + "vlm_yes_no_margin": 4.000000011920929, + "vlm_token_credit": -0.09254006259143352, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3938371539115906 + ], + "opposite_logprob_tokens": [ + -1.1438372135162354 + ], + "logprob_reward": -0.3938371539115906, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.3938371539115906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04086117446422577, + 0.20779067277908325, + 0.03930795192718506, + 0.16763906180858612, + 0.04804065078496933, + 0.04616427421569824, + 0.11112554371356964, + 0.06652162224054337, + 0.1930147260427475, + 0.07953429967164993 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.3938371539115906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067558446899056435 + ], + "opposite_logprob_tokens": [ + -5.006755828857422 + ], + "logprob_reward": -0.0067558446899056435, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067558446899056435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07245546579360962, + 0.2278394103050232, + 0.07868876308202744, + 0.1460728496313095, + 0.05018365755677223, + 0.12961682677268982, + 0.0386907160282135, + 0.09674779325723648, + 0.03585166484117508, + 0.12385287135839462 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.0067558446899056435 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497686192393303 + ], + "opposite_logprob_tokens": [ + -2.9299769401550293 + ], + "logprob_reward": -0.05497686192393303, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497686192393303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13816046714782715, + 0.5472333431243896, + 0.04524477943778038, + 0.04949989169836044, + 0.06178280711174011, + 0.031066862866282463, + 0.04228898137807846, + 0.027781356126070023, + 0.02205653116106987, + 0.03488495945930481 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.05497686192393303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249301316216588 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.00249301316216588, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249301316216588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09576715528964996, + 0.23295608162879944, + 0.049196939915418625, + 0.07577838748693466, + 0.05069127678871155, + 0.1097123771905899, + 0.2517503798007965, + 0.04587407782673836, + 0.04094953462481499, + 0.04732377082109451 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.00249301316216588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637439269572496 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637439269572496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637439269572496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07546640187501907, + 0.23539996147155762, + 0.05766835808753967, + 0.07581713795661926, + 0.027899136766791344, + 0.13298046588897705, + 0.21154461801052094, + 0.051376715302467346, + 0.03183852881193161, + 0.10000863671302795 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.004637439269572496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a documentary-like, realistic shot, the camera remains motionless at eye level, gazing upon the inky darkness of the deep sea. A powerful, focused beam of cold white light, dramatically backlit from the depths of the frame, pierces the endless blackness and precisely outlines the almost ethereal, translucent silhouette of a massive helmet jellyfish. The massive creature's umbrella-shaped body is smooth and rounded, with a jelly-like texture. The backlighting gives its edges a luminous glow, and the intricate structure within is barely visible. It pulsates with a slow, rhythmic rhythm, each graceful contraction and expansion propelling it forward through the silent waters. From beneath, countless slender tentacles extend like luminous threads, each emitting a soft bioluminescent light. They trail an enchanting, ethereal trail of light in the darkness, complementing the tiny suspended particles in the background, illuminated by the beam. The entire image is imbued with the solemnity of scientific exploration and awe for the unknown, creating an atmosphere of tranquility, mystery, and visual impact.", + "seed": 11411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_15/index_5023_seed_11411_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08010421940125526, + "vlm_logprob": -0.08010421940125526, + "vlm_yes_no_margin": 3.949999976158142, + "vlm_token_credit": -0.08010421940125526, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2604221701622009 + ], + "opposite_logprob_tokens": [ + -1.5104222297668457 + ], + "logprob_reward": -0.2604221701622009, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2604221701622009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0692112147808075, + 0.03547455370426178, + 0.032250795513391495, + 0.11885542422533035, + 0.064440056681633, + 0.027757298201322556, + 0.11514636874198914, + 0.08580867946147919, + 0.12097223103046417, + 0.330083429813385 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.2604221701622009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005272175185382366 + ], + "opposite_logprob_tokens": [ + -5.255272388458252 + ], + "logprob_reward": -0.005272175185382366, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005272175185382366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09720960259437561, + 0.20055590569972992, + 0.2125677764415741, + 0.04988923668861389, + 0.05594026297330856, + 0.03497149050235748, + 0.05863616243004799, + 0.1845441311597824, + 0.059903476387262344, + 0.04578201472759247 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.005272175185382366 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707839906215668 + ], + "opposite_logprob_tokens": [ + -2.1270782947540283 + ], + "logprob_reward": -0.12707839906215668, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12707839906215668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08036226779222488, + 0.2712313234806061, + 0.061310525983572006, + 0.06168108806014061, + 0.13397406041622162, + 0.05883898213505745, + 0.04422232508659363, + 0.14910638332366943, + 0.052389442920684814, + 0.08688361197710037 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.12707839906215668 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002494083484634757 + ], + "opposite_logprob_tokens": [ + -6.002493858337402 + ], + "logprob_reward": -0.002494083484634757, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002494083484634757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08366749435663223, + 0.09527160227298737, + 0.16787561774253845, + 0.08127187937498093, + 0.10154224932193756, + 0.030059119686484337, + 0.10102502256631851, + 0.22552768886089325, + 0.07633554190397263, + 0.03742378577589989 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.002494083484634757 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera motionless at eye level throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment the inky darkness of the deep sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a powerful, focused beam of cold white light visible piercing the darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive helmet jellyfish with a smooth, rounded, umbrella-shaped body visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do countless slender tentacles extend from beneath the jellyfish emitting soft bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254269111901522 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254269111901522, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254269111901522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09156353771686554, + 0.12487665563821793, + 0.2500706613063812, + 0.03178248926997185, + 0.15281745791435242, + 0.027528557926416397, + 0.08993138372898102, + 0.07887425273656845, + 0.03787895292043686, + 0.1146760955452919 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.005254269111901522 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_2/index_tensor([8716, 8716])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_2/index_tensor([8716, 8716])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5895a700b62196c1c391f6eaca21b329b41bed4e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_2/index_tensor([8716, 8716])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with an extreme close-up, as the camera executes a slow, graceful 360-degree orbital pan around a pristine vintage microphone, suspended weightlessly in an infinite, deep black space. Reminiscent of classic broadcast models from the 1950s, the microphone features a perfectly polished chrome body with gleaming mirror-like highlights, and its signature round head is protected by an intricate metal mesh grille. As the microphone rotates softly, almost imperceptibly on its vertical axis, multiple ethereal, translucent ribbons of light twist and dance hypnotically around the microphone. These luminous streams, shimmering in a cool palette of sapphire blue, amethyst purple, and soft cyan, fluidly weave and intertwine, gracefully caressing the microphone's metal surface and casting shifting, kaleidoscopic reflections on the mirror-like chrome. The interplay of slow, deliberate camera movements and the fluidity of light creates a mesmerizing and tranquil atmosphere, evoking a sense of silent, elegant magic where sound and light seem to merge.", + "seed": 27154, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_2/index_8716_seed_27154_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11273197121918202, + "vlm_logprob": -0.11273197121918202, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.11273197121918202, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00813149381428957 + ], + "opposite_logprob_tokens": [ + -4.883131504058838 + ], + "logprob_reward": -0.00813149381428957, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00813149381428957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08604437857866287, + 0.06132159009575844, + 0.0660722479224205, + 0.4489437937736511, + 0.08382491767406464, + 0.04767163097858429, + 0.056477777659893036, + 0.08641501516103745, + 0.04203689098358154, + 0.021191786974668503 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.00813149381428957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742457866668701 + ], + "opposite_logprob_tokens": [ + -0.9742457866668701 + ], + "logprob_reward": -0.4742457866668701, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742457866668701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17159529030323029, + 0.10611584782600403, + 0.16771076619625092, + 0.1866973638534546, + 0.029903490096330643, + 0.08933615684509277, + 0.05141147971153259, + 0.09829577803611755, + 0.026127874851226807, + 0.0728059932589531 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.4742457866668701 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001881301403046 + ], + "opposite_logprob_tokens": [ + -2.695018768310547 + ], + "logprob_reward": -0.07001881301403046, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001881301403046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048282358795404434, + 0.08803063631057739, + 0.08733727782964706, + 0.4941406548023224, + 0.06103593856096268, + 0.01784794218838215, + 0.03820335865020752, + 0.05021994933485985, + 0.05527723208069801, + 0.05962458252906799 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.07001881301403046 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076436190865933895 + ], + "opposite_logprob_tokens": [ + -4.882643699645996 + ], + "logprob_reward": -0.0076436190865933895, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076436190865933895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13453663885593414, + 0.2141670435667038, + 0.11099255830049515, + 0.2249402552843094, + 0.08870328217744827, + 0.04074116796255112, + 0.04188690707087517, + 0.06471187621355057, + 0.035159289836883545, + 0.04416102170944214 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0076436190865933895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036201435141265392 + ], + "opposite_logprob_tokens": [ + -5.628620147705078 + ], + "logprob_reward": -0.0036201435141265392, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036201435141265392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06878166645765305, + 0.13199059665203094, + 0.11237777769565582, + 0.32029545307159424, + 0.054701730608940125, + 0.03697475790977478, + 0.07400461286306381, + 0.1104564294219017, + 0.04082832485437393, + 0.0495886504650116 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.0036201435141265392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with an extreme close-up, as the camera executes a slow, graceful 360-degree orbital pan around a pristine vintage microphone, suspended weightlessly in an infinite, deep black space. Reminiscent of classic broadcast models from the 1950s, the microphone features a perfectly polished chrome body with gleaming mirror-like highlights, and its signature round head is protected by an intricate metal mesh grille. As the microphone rotates softly, almost imperceptibly on its vertical axis, multiple ethereal, translucent ribbons of light twist and dance hypnotically around the microphone. These luminous streams, shimmering in a cool palette of sapphire blue, amethyst purple, and soft cyan, fluidly weave and intertwine, gracefully caressing the microphone's metal surface and casting shifting, kaleidoscopic reflections on the mirror-like chrome. The interplay of slow, deliberate camera movements and the fluidity of light creates a mesmerizing and tranquil atmosphere, evoking a sense of silent, elegant magic where sound and light seem to merge.", + "seed": 27155, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_2/index_8716_seed_27155_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09103009086102247, + "vlm_logprob": -0.09103009086102247, + "vlm_yes_no_margin": 3.849999988079071, + "vlm_token_credit": -0.09103009086102247, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007975990884006023 + ], + "opposite_logprob_tokens": [ + -4.882976055145264 + ], + "logprob_reward": -0.007975990884006023, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007975990884006023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05143723264336586, + 0.08114849030971527, + 0.03285585343837738, + 0.5925403833389282, + 0.02673972398042679, + 0.021638812497258186, + 0.07402734458446503, + 0.016326967626810074, + 0.0492417998611927, + 0.05404338985681534 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.007975990884006023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870559334754944 + ], + "opposite_logprob_tokens": [ + -1.1370558738708496 + ], + "logprob_reward": -0.3870559334754944, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3870559334754944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03906551003456116, + 0.20391206443309784, + 0.040104079991579056, + 0.3364850580692291, + 0.05839267000555992, + 0.2182721495628357, + 0.008510899730026722, + 0.010736550204455853, + 0.013098879717290401, + 0.07142211496829987 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.3870559334754944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048647284507751465 + ], + "opposite_logprob_tokens": [ + -3.048647403717041 + ], + "logprob_reward": -0.048647284507751465, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048647284507751465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08373144268989563, + 0.07398661226034164, + 0.02528218924999237, + 0.1964229941368103, + 0.06407680362462997, + 0.19467975199222565, + 0.0916091725230217, + 0.03778192400932312, + 0.13216464221477509, + 0.10026448965072632 + ], + "top_frames": [ + 3, + 5, + 8 + ], + "selected_reward": -0.048647284507751465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651395328342915 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651395328342915, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651395328342915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10172493755817413, + 0.0347810722887516, + 0.029926935210824013, + 0.13391070067882538, + 0.05503803864121437, + 0.09702454507350922, + 0.05372614413499832, + 0.03364970535039902, + 0.2602446973323822, + 0.19997325539588928 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.008651395328342915 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028198501095175743 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028198501095175743, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028198501095175743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07347260415554047, + 0.06186782196164131, + 0.0440727099776268, + 0.21586628258228302, + 0.03909388184547424, + 0.2062874436378479, + 0.0311144907027483, + 0.027525633573532104, + 0.07842997461557388, + 0.2222691923379898 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.0028198501095175743 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with an extreme close-up, as the camera executes a slow, graceful 360-degree orbital pan around a pristine vintage microphone, suspended weightlessly in an infinite, deep black space. Reminiscent of classic broadcast models from the 1950s, the microphone features a perfectly polished chrome body with gleaming mirror-like highlights, and its signature round head is protected by an intricate metal mesh grille. As the microphone rotates softly, almost imperceptibly on its vertical axis, multiple ethereal, translucent ribbons of light twist and dance hypnotically around the microphone. These luminous streams, shimmering in a cool palette of sapphire blue, amethyst purple, and soft cyan, fluidly weave and intertwine, gracefully caressing the microphone's metal surface and casting shifting, kaleidoscopic reflections on the mirror-like chrome. The interplay of slow, deliberate camera movements and the fluidity of light creates a mesmerizing and tranquil atmosphere, evoking a sense of silent, elegant magic where sound and light seem to merge.", + "seed": 27156, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_2/index_8716_seed_27156_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.31160089182667433, + "vlm_logprob": -0.31160089182667433, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.31160089182667433, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011380399577319622 + ], + "opposite_logprob_tokens": [ + -4.511380195617676 + ], + "logprob_reward": -0.011380399577319622, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011380399577319622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23004142940044403, + 0.04090815410017967, + 0.03263469785451889, + 0.09316296130418777, + 0.04707542806863785, + 0.05492321029305458, + 0.36701199412345886, + 0.02356809377670288, + 0.07194451987743378, + 0.03872952610254288 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.011380399577319622 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020499229431152 + ], + "opposite_logprob_tokens": [ + -0.2520499527454376 + ], + "logprob_reward": -1.5020499229431152, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020499229431152, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4318837821483612, + 0.06406749784946442, + 0.02892298810184002, + 0.030877375975251198, + 0.0406745970249176, + 0.06873103231191635, + 0.10921404510736465, + 0.15140272676944733, + 0.04156525433063507, + 0.03266065940260887 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -1.5020499229431152 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033722419291734695 + ], + "opposite_logprob_tokens": [ + -3.408722400665283 + ], + "logprob_reward": -0.033722419291734695, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033722419291734695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0880260095000267, + 0.09168198704719543, + 0.08543455600738525, + 0.070831798017025, + 0.10614629834890366, + 0.08640679717063904, + 0.08840831369161606, + 0.10684354603290558, + 0.2553682327270508, + 0.020852476358413696 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.033722419291734695 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007651781663298607 + ], + "opposite_logprob_tokens": [ + -4.8826518058776855 + ], + "logprob_reward": -0.007651781663298607, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007651781663298607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6416517496109009, + 0.031053680926561356, + 0.011133434250950813, + 0.014080327935516834, + 0.02614484541118145, + 0.03969221189618111, + 0.11246563494205475, + 0.029762309044599533, + 0.07331632822751999, + 0.020699501037597656 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.007651781663298607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003199935657903552 + ], + "opposite_logprob_tokens": [ + -5.753200054168701 + ], + "logprob_reward": -0.003199935657903552, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003199935657903552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4329611659049988, + 0.03252267837524414, + 0.02154874987900257, + 0.010732639580965042, + 0.01788541115820408, + 0.02497568167746067, + 0.31424716114997864, + 0.04312431067228317, + 0.07716395705938339, + 0.02483823336660862 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.003199935657903552 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with an extreme close-up, as the camera executes a slow, graceful 360-degree orbital pan around a pristine vintage microphone, suspended weightlessly in an infinite, deep black space. Reminiscent of classic broadcast models from the 1950s, the microphone features a perfectly polished chrome body with gleaming mirror-like highlights, and its signature round head is protected by an intricate metal mesh grille. As the microphone rotates softly, almost imperceptibly on its vertical axis, multiple ethereal, translucent ribbons of light twist and dance hypnotically around the microphone. These luminous streams, shimmering in a cool palette of sapphire blue, amethyst purple, and soft cyan, fluidly weave and intertwine, gracefully caressing the microphone's metal surface and casting shifting, kaleidoscopic reflections on the mirror-like chrome. The interplay of slow, deliberate camera movements and the fluidity of light creates a mesmerizing and tranquil atmosphere, evoking a sense of silent, elegant magic where sound and light seem to merge.", + "seed": 27157, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_2/index_8716_seed_27157_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3187754783779383, + "vlm_logprob": -0.3187754783779383, + "vlm_yes_no_margin": 3.224999988079071, + "vlm_token_credit": -0.3187754783779383, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0020737587474286556 + ], + "opposite_logprob_tokens": [ + -6.502073764801025 + ], + "logprob_reward": -0.0020737587474286556, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0020737587474286556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13974036276340485, + 0.03698505088686943, + 0.05400241166353226, + 0.05891622602939606, + 0.0346493162214756, + 0.0980718582868576, + 0.13982433080673218, + 0.16384592652320862, + 0.21123681962490082, + 0.06272763758897781 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.0020737587474286556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053870439529419 + ], + "opposite_logprob_tokens": [ + -0.42887037992477417 + ], + "logprob_reward": -1.053870439529419, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.053870439529419, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.42382001876831055, + 0.052385542541742325, + 0.029293285682797432, + 0.03642428666353226, + 0.01821606233716011, + 0.028079424053430557, + 0.2091202586889267, + 0.023262882605195045, + 0.08325877785682678, + 0.09613943099975586 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -1.053870439529419 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233169794082642 + ], + "opposite_logprob_tokens": [ + -0.8983169794082642 + ], + "logprob_reward": -0.5233169794082642, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233169794082642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16767525672912598, + 0.08776243031024933, + 0.06228124350309372, + 0.0656546950340271, + 0.020359503105282784, + 0.035059522837400436, + 0.37637558579444885, + 0.013598979450762272, + 0.09799627214670181, + 0.07323652505874634 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.5233169794082642 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005967300850898027 + ], + "opposite_logprob_tokens": [ + -5.130967140197754 + ], + "logprob_reward": -0.005967300850898027, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005967300850898027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11692594736814499, + 0.03427752107381821, + 0.056019026786088943, + 0.025452004745602608, + 0.03635663539171219, + 0.06123822182416916, + 0.5420306324958801, + 0.018498193472623825, + 0.05755859240889549, + 0.05164323374629021 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.005967300850898027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage microphone with a chrome body and metal mesh grille?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background an infinite deep black space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera execute a slow 360-degree orbital pan around the microphone?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there translucent ribbons of light in sapphire blue, amethyst purple, and soft cyan colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the light ribbons twist and dance around the microphone while it rotates on its vertical axis?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062359534204006195, + 0.01585019938647747, + 0.04737814888358116, + 0.02610553428530693, + 0.006782101932913065, + 0.014659942127764225, + 0.7752180695533752, + 0.00898781232535839, + 0.023994537070393562, + 0.018664080649614334 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.008648913353681564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_3/index_tensor([8976, 8976])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_3/index_tensor([8976, 8976])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..be1c9f008adaeb98cbaa9acb0d6c50efd6604c20 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_3/index_tensor([8976, 8976])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, shot slightly overhead and in the style of sports photography, moves forward in incredibly slow motion, creating a breathtaking sense of tension. At the center of the frame, a futuristic tennis ball machine is completely enclosed within a massive, transparent rectangular block of ice, its interior rife with tiny bubbles and cracks. The machine boasts a streamlined, matte-black carbon fiber exterior and geometric facets. Several electric blue LED strips flicker faintly beneath the ice, hinting at the energy contained within. The background is a pure, deep black, with a sharp overhead light shining directly from above, highlighting the contours of the ice and the machine's form. Suddenly, with a visually stunning explosion, the massive block of ice violently explodes from within. The entire process is captured in extreme slow motion by an ultra-high-speed camera. Countless shards of ice of varying sizes radiate outward with explosive force, solidifying in the air into a still, chaotic sculpture. At the moment when the ice chips flew away, a dazzling blue glare suddenly burst out from the core of the ball machine. The strong light penetrated the suspended ice chip curtain, forming countless radial beams of light. The edge of each ice chip was outlined with a sharp white outline by the top light, and at the same time, it was dyed with a dreamy color by the blue light inside. The whole scene was full of extreme tension, instantly released sense of power and high-tech aesthetic shock.", + "seed": 1651, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_3/index_8976_seed_1651_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2247119192034006, + "vlm_logprob": -0.2247119192034006, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.2247119192034006, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9749014973640442 + ], + "opposite_logprob_tokens": [ + -0.4749014973640442 + ], + "logprob_reward": -0.9749014973640442, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9749014973640442, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12576226890087128, + 0.1934284120798111, + 0.03464308753609657, + 0.03227589279413223, + 0.5046625733375549, + 0.030291954055428505, + 0.01881507597863674, + 0.019432080909609795, + 0.013664507307112217, + 0.027024095878005028 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.9749014973640442 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553836219012737 + ], + "opposite_logprob_tokens": [ + -4.387553691864014 + ], + "logprob_reward": -0.012553836219012737, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553836219012737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22732612490653992, + 0.0949825868010521, + 0.0707804337143898, + 0.036962080746889114, + 0.33727291226387024, + 0.04764235392212868, + 0.03089384362101555, + 0.03839784488081932, + 0.040435291826725006, + 0.07530656456947327 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.012553836219012737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955095402896404 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.005955095402896404, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955095402896404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18239182233810425, + 0.21574676036834717, + 0.03856349363923073, + 0.030848588794469833, + 0.19172629714012146, + 0.08544111251831055, + 0.01976817101240158, + 0.09227605909109116, + 0.09055601805448532, + 0.05268166959285736 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.005955095402896404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029815446585416794 + ], + "opposite_logprob_tokens": [ + -3.529815435409546 + ], + "logprob_reward": -0.029815446585416794, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029815446585416794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1456497758626938, + 0.4066005349159241, + 0.04642161354422569, + 0.029772305861115456, + 0.17818738520145416, + 0.023314625024795532, + 0.016942132264375687, + 0.018384186550974846, + 0.02680494636297226, + 0.1079225093126297 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.029815446585416794 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033372044563293 + ], + "opposite_logprob_tokens": [ + -2.3503336906433105 + ], + "logprob_reward": -0.10033372044563293, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033372044563293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17574812471866608, + 0.47091227769851685, + 0.07535599917173386, + 0.03465435653924942, + 0.06765440851449966, + 0.038476165384054184, + 0.01427911315113306, + 0.041657667607069016, + 0.042339276522397995, + 0.03892260789871216 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.10033372044563293 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot slightly overhead and in the style of sports photography, moves forward in incredibly slow motion, creating a breathtaking sense of tension. At the center of the frame, a futuristic tennis ball machine is completely enclosed within a massive, transparent rectangular block of ice, its interior rife with tiny bubbles and cracks. The machine boasts a streamlined, matte-black carbon fiber exterior and geometric facets. Several electric blue LED strips flicker faintly beneath the ice, hinting at the energy contained within. The background is a pure, deep black, with a sharp overhead light shining directly from above, highlighting the contours of the ice and the machine's form. Suddenly, with a visually stunning explosion, the massive block of ice violently explodes from within. The entire process is captured in extreme slow motion by an ultra-high-speed camera. Countless shards of ice of varying sizes radiate outward with explosive force, solidifying in the air into a still, chaotic sculpture. At the moment when the ice chips flew away, a dazzling blue glare suddenly burst out from the core of the ball machine. The strong light penetrated the suspended ice chip curtain, forming countless radial beams of light. The edge of each ice chip was outlined with a sharp white outline by the top light, and at the same time, it was dyed with a dreamy color by the blue light inside. The whole scene was full of extreme tension, instantly released sense of power and high-tech aesthetic shock.", + "seed": 1652, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_3/index_8976_seed_1652_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12517237251158803, + "vlm_logprob": -0.12517237251158803, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.12517237251158803, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38794371485710144 + ], + "opposite_logprob_tokens": [ + -1.1379437446594238 + ], + "logprob_reward": -0.38794371485710144, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38794371485710144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18715010583400726, + 0.05035706236958504, + 0.46863505244255066, + 0.0403241366147995, + 0.07660961151123047, + 0.030815405771136284, + 0.023732440546154976, + 0.01727565936744213, + 0.06855176389217377, + 0.03654870763421059 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.38794371485710144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108629535883665 + ], + "opposite_logprob_tokens": [ + -4.511086463928223 + ], + "logprob_reward": -0.01108629535883665, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108629535883665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1259380578994751, + 0.08571723103523254, + 0.3004775643348694, + 0.07365717738866806, + 0.10941682010889053, + 0.05693472549319267, + 0.022200608626008034, + 0.09495556354522705, + 0.07727345079183578, + 0.053428832441568375 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.01108629535883665 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019434866262599826 + ], + "opposite_logprob_tokens": [ + -6.251943588256836 + ], + "logprob_reward": -0.0019434866262599826, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019434866262599826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07812376320362091, + 0.032172657549381256, + 0.1492832750082016, + 0.06196615844964981, + 0.06378434598445892, + 0.07799181342124939, + 0.024439631029963493, + 0.0323830209672451, + 0.38154882192611694, + 0.09830649942159653 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.0019434866262599826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297857493162155 + ], + "opposite_logprob_tokens": [ + -3.7732977867126465 + ], + "logprob_reward": -0.023297857493162155, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297857493162155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07803597301244736, + 0.09106957167387009, + 0.10622815787792206, + 0.040983472019433975, + 0.21988365054130554, + 0.06779637187719345, + 0.04308312386274338, + 0.05722196772694588, + 0.12784622609615326, + 0.16785146296024323 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.023297857493162155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159050822257996 + ], + "opposite_logprob_tokens": [ + -1.7015905380249023 + ], + "logprob_reward": -0.20159050822257996, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159050822257996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15145251154899597, + 0.06743054836988449, + 0.15613135695457458, + 0.1070888340473175, + 0.12265095859766006, + 0.10567160695791245, + 0.04142419621348381, + 0.07202889025211334, + 0.1213596910238266, + 0.05476139858365059 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.20159050822257996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot slightly overhead and in the style of sports photography, moves forward in incredibly slow motion, creating a breathtaking sense of tension. At the center of the frame, a futuristic tennis ball machine is completely enclosed within a massive, transparent rectangular block of ice, its interior rife with tiny bubbles and cracks. The machine boasts a streamlined, matte-black carbon fiber exterior and geometric facets. Several electric blue LED strips flicker faintly beneath the ice, hinting at the energy contained within. The background is a pure, deep black, with a sharp overhead light shining directly from above, highlighting the contours of the ice and the machine's form. Suddenly, with a visually stunning explosion, the massive block of ice violently explodes from within. The entire process is captured in extreme slow motion by an ultra-high-speed camera. Countless shards of ice of varying sizes radiate outward with explosive force, solidifying in the air into a still, chaotic sculpture. At the moment when the ice chips flew away, a dazzling blue glare suddenly burst out from the core of the ball machine. The strong light penetrated the suspended ice chip curtain, forming countless radial beams of light. The edge of each ice chip was outlined with a sharp white outline by the top light, and at the same time, it was dyed with a dreamy color by the blue light inside. The whole scene was full of extreme tension, instantly released sense of power and high-tech aesthetic shock.", + "seed": 1653, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_3/index_8976_seed_1653_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08123097280040384, + "vlm_logprob": -0.08123097280040384, + "vlm_yes_no_margin": 3.599999988079071, + "vlm_token_credit": -0.08123097280040384, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04928987845778465 + ], + "opposite_logprob_tokens": [ + -3.0492899417877197 + ], + "logprob_reward": -0.04928987845778465, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04928987845778465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5690271854400635, + 0.22248564660549164, + 0.04145167022943497, + 0.035049088299274445, + 0.024184126406908035, + 0.04318702220916748, + 0.015142918564379215, + 0.014497947879135609, + 0.013988123275339603, + 0.020986251533031464 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.04928987845778465 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085587553679943 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.011085587553679943, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085587553679943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4428865313529968, + 0.13395610451698303, + 0.07917538285255432, + 0.041093844920396805, + 0.08474790304899216, + 0.07355806976556778, + 0.031553998589515686, + 0.036816924810409546, + 0.03301210701465607, + 0.04319917410612106 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.011085587553679943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002495629247277975 + ], + "opposite_logprob_tokens": [ + -6.002495765686035 + ], + "logprob_reward": -0.002495629247277975, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002495629247277975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10847169905900955, + 0.17956244945526123, + 0.0327150784432888, + 0.3383879065513611, + 0.05289694666862488, + 0.04950324073433876, + 0.08134797215461731, + 0.043951116502285004, + 0.04242604598402977, + 0.07073763012886047 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.002495629247277975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981787547469139 + ], + "opposite_logprob_tokens": [ + -3.529817819595337 + ], + "logprob_reward": -0.02981787547469139, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981787547469139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5829008221626282, + 0.18344348669052124, + 0.032400939613580704, + 0.01935282163321972, + 0.02581653743982315, + 0.040011320263147354, + 0.016032777726650238, + 0.015444059856235981, + 0.03516377881169319, + 0.04943342134356499 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02981787547469139 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134658932685852 + ], + "opposite_logprob_tokens": [ + -1.3134658336639404 + ], + "logprob_reward": -0.3134658932685852, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3134658932685852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4524868428707123, + 0.14662602543830872, + 0.0670396238565445, + 0.04660823568701744, + 0.03319773077964783, + 0.07291465252637863, + 0.03369493409991264, + 0.018791938200592995, + 0.04616227746009827, + 0.08247782289981842 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.3134658932685852 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot slightly overhead and in the style of sports photography, moves forward in incredibly slow motion, creating a breathtaking sense of tension. At the center of the frame, a futuristic tennis ball machine is completely enclosed within a massive, transparent rectangular block of ice, its interior rife with tiny bubbles and cracks. The machine boasts a streamlined, matte-black carbon fiber exterior and geometric facets. Several electric blue LED strips flicker faintly beneath the ice, hinting at the energy contained within. The background is a pure, deep black, with a sharp overhead light shining directly from above, highlighting the contours of the ice and the machine's form. Suddenly, with a visually stunning explosion, the massive block of ice violently explodes from within. The entire process is captured in extreme slow motion by an ultra-high-speed camera. Countless shards of ice of varying sizes radiate outward with explosive force, solidifying in the air into a still, chaotic sculpture. At the moment when the ice chips flew away, a dazzling blue glare suddenly burst out from the core of the ball machine. The strong light penetrated the suspended ice chip curtain, forming countless radial beams of light. The edge of each ice chip was outlined with a sharp white outline by the top light, and at the same time, it was dyed with a dreamy color by the blue light inside. The whole scene was full of extreme tension, instantly released sense of power and high-tech aesthetic shock.", + "seed": 1654, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_3/index_8976_seed_1654_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06960597019642592, + "vlm_logprob": -0.06960597019642592, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06960597019642592, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18083156645298004 + ], + "opposite_logprob_tokens": [ + -1.8058315515518188 + ], + "logprob_reward": -0.18083156645298004, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18083156645298004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1025875136256218, + 0.04459914192557335, + 0.029000600799918175, + 0.25513777136802673, + 0.08405748754739761, + 0.11267562955617905, + 0.03167521581053734, + 0.16236037015914917, + 0.10586154460906982, + 0.0720447227358818 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.18083156645298004 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372979536652565 + ], + "opposite_logprob_tokens": [ + -3.4087297916412354 + ], + "logprob_reward": -0.03372979536652565, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372979536652565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1328975111246109, + 0.07174082845449448, + 0.070746049284935, + 0.15973550081253052, + 0.049149833619594574, + 0.08069376647472382, + 0.03476065769791603, + 0.10634518414735794, + 0.08164848387241364, + 0.2122821807861328 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.03372979536652565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554424814879894 + ], + "opposite_logprob_tokens": [ + -4.38755464553833 + ], + "logprob_reward": -0.012554424814879894, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554424814879894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07158108055591583, + 0.06980180740356445, + 0.039187416434288025, + 0.37944263219833374, + 0.07449864596128464, + 0.14230656623840332, + 0.03998526558279991, + 0.06089087575674057, + 0.037693049758672714, + 0.08461267501115799 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.012554424814879894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596086978912354 + ], + "opposite_logprob_tokens": [ + -3.8955960273742676 + ], + "logprob_reward": -0.020596086978912354, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596086978912354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09868117421865463, + 0.04316221550107002, + 0.06894242763519287, + 0.3282723128795624, + 0.0700656920671463, + 0.03268754482269287, + 0.05468394234776497, + 0.04738697409629822, + 0.134672611951828, + 0.1214451789855957 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.020596086978912354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic tennis ball machine with a matte-black carbon fiber exterior and geometric facets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the machine completely enclosed within a massive transparent rectangular block of ice containing tiny bubbles and cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do electric blue LED strips flicker faintly beneath the ice, and does the scene end with the ice block exploding violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure deep black with a sharp overhead light creating white outlines on the ice chips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire sequence captured in extreme slow motion with a forward camera movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031797736883163 + ], + "opposite_logprob_tokens": [ + -2.35031795501709 + ], + "logprob_reward": -0.10031797736883163, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031797736883163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18018415570259094, + 0.08910446614027023, + 0.07309455424547195, + 0.20182090997695923, + 0.12223926186561584, + 0.11420106142759323, + 0.04095926508307457, + 0.07428305596113205, + 0.04096555337309837, + 0.06314779818058014 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.10031797736883163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_4/index_tensor([6038, 6038])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_4/index_tensor([6038, 6038])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7eb5cb443e1e528c506c9550b3b25c7274209c85 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_4/index_tensor([6038, 6038])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up focuses on an elegant red lipstick tube, resting horizontally on a cool, white marble windowsill with subtle gray veining. The lipstick is encased in a highly polished, glossy black cylinder, its flawless surface resembling a dark, curved mirror. The main action is a dramatic time-lapse sequence: Initially, bright, direct afternoon sunlight streams through the window frame, casting a sharp, sharply defined shadow that slides rapidly across the marble and the length of the tube. As day turns to night, the light softens and warms, transforming into a rich golden-orange hue, bathing the scene in a sunset glow and causing the reflection on the case to shimmer with a fiery intensity. Finally, as complete darkness descends, the out-of-focus cityscape seen through the rear window awakens to a dazzling bokeh of countless flickering building lights and long, flowing streaks of red and white car headlights. These vibrant nighttime lights, the sole source of illumination, rhythmically dance and distort across the lipstick's polished surface, creating a mesmerizing, ever-changing pattern that captures the quiet atmosphere of urban elegance and the constant flow of time.", + "seed": 18008, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_4/index_6038_seed_18008_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023127060430124403, + "vlm_logprob": -0.023127060430124403, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.023127060430124403, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008562636561691761 + ], + "opposite_logprob_tokens": [ + -4.8835625648498535 + ], + "logprob_reward": -0.008562636561691761, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008562636561691761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21152672171592712, + 0.162655308842659, + 0.0402483195066452, + 0.04254284128546715, + 0.07830963283777237, + 0.04318278282880783, + 0.17548856139183044, + 0.10800529271364212, + 0.062230177223682404, + 0.07581037282943726 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.008562636561691761 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004650491289794445 + ], + "opposite_logprob_tokens": [ + -5.379650592803955 + ], + "logprob_reward": -0.004650491289794445, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004650491289794445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24148939549922943, + 0.083306223154068, + 0.030288824811577797, + 0.06535398215055466, + 0.055764734745025635, + 0.020444100722670555, + 0.19008101522922516, + 0.18119505047798157, + 0.049901414662599564, + 0.08217532187700272 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.004650491289794445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786837734282017 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786837734282017, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786837734282017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15236350893974304, + 0.15150655806064606, + 0.2196294367313385, + 0.04124714806675911, + 0.06364186108112335, + 0.036190204322338104, + 0.059604864567518234, + 0.1431046575307846, + 0.08299343287944794, + 0.049718357622623444 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.009786837734282017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902125060558319 + ], + "opposite_logprob_tokens": [ + -2.4640212059020996 + ], + "logprob_reward": -0.08902125060558319, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902125060558319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14260335266590118, + 0.09423434734344482, + 0.2501094937324524, + 0.05124250054359436, + 0.037706878036260605, + 0.04394558072090149, + 0.06731904298067093, + 0.15864165127277374, + 0.05393247306346893, + 0.10026462376117706 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.08902125060558319 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036140859592705965 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036140859592705965, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036140859592705965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1566980630159378, + 0.12361039966344833, + 0.06560221314430237, + 0.047073811292648315, + 0.07597962766885757, + 0.03648417070508003, + 0.09470710903406143, + 0.14654968678951263, + 0.1152220070362091, + 0.1380729228258133 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0036140859592705965 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up focuses on an elegant red lipstick tube, resting horizontally on a cool, white marble windowsill with subtle gray veining. The lipstick is encased in a highly polished, glossy black cylinder, its flawless surface resembling a dark, curved mirror. The main action is a dramatic time-lapse sequence: Initially, bright, direct afternoon sunlight streams through the window frame, casting a sharp, sharply defined shadow that slides rapidly across the marble and the length of the tube. As day turns to night, the light softens and warms, transforming into a rich golden-orange hue, bathing the scene in a sunset glow and causing the reflection on the case to shimmer with a fiery intensity. Finally, as complete darkness descends, the out-of-focus cityscape seen through the rear window awakens to a dazzling bokeh of countless flickering building lights and long, flowing streaks of red and white car headlights. These vibrant nighttime lights, the sole source of illumination, rhythmically dance and distort across the lipstick's polished surface, creating a mesmerizing, ever-changing pattern that captures the quiet atmosphere of urban elegance and the constant flow of time.", + "seed": 18009, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_4/index_6038_seed_18009_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10766577236354351, + "vlm_logprob": -0.10766577236354351, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.10766577236354351, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35017696022987366 + ], + "opposite_logprob_tokens": [ + -1.2251769304275513 + ], + "logprob_reward": -0.35017696022987366, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35017696022987366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46486780047416687, + 0.12126646935939789, + 0.06539992988109589, + 0.019578471779823303, + 0.05426542088389397, + 0.047839608043432236, + 0.0689583495259285, + 0.03067389875650406, + 0.031132295727729797, + 0.09601772576570511 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.35017696022987366 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700579360127449 + ], + "opposite_logprob_tokens": [ + -2.6950578689575195 + ], + "logprob_reward": -0.0700579360127449, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700579360127449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3440758287906647, + 0.15876108407974243, + 0.06263373792171478, + 0.02051042765378952, + 0.04048968851566315, + 0.059282708913087845, + 0.14625626802444458, + 0.038179297000169754, + 0.0386844128370285, + 0.09112665057182312 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0700579360127449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544064782559872 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.012544064782559872, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544064782559872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24406962096691132, + 0.05895324796438217, + 0.089978888630867, + 0.04529687389731407, + 0.05274965614080429, + 0.05101437121629715, + 0.24509340524673462, + 0.10076744854450226, + 0.05311480909585953, + 0.0589616559445858 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.012544064782559872 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029824078083038 + ], + "opposite_logprob_tokens": [ + -2.3502981662750244 + ], + "logprob_reward": -0.10029824078083038, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029824078083038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20417435467243195, + 0.10702686756849289, + 0.052563246339559555, + 0.08555541187524796, + 0.07303621619939804, + 0.17012833058834076, + 0.06807341426610947, + 0.13335420191287994, + 0.03537158668041229, + 0.07071629166603088 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.10029824078083038 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251660011708736 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251660011708736, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251660011708736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2616487741470337, + 0.03910226747393608, + 0.044326301664114, + 0.032371487468481064, + 0.07184529304504395, + 0.06976039707660675, + 0.22024057805538177, + 0.093514584004879, + 0.08832331001758575, + 0.07886702567338943 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.005251660011708736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up focuses on an elegant red lipstick tube, resting horizontally on a cool, white marble windowsill with subtle gray veining. The lipstick is encased in a highly polished, glossy black cylinder, its flawless surface resembling a dark, curved mirror. The main action is a dramatic time-lapse sequence: Initially, bright, direct afternoon sunlight streams through the window frame, casting a sharp, sharply defined shadow that slides rapidly across the marble and the length of the tube. As day turns to night, the light softens and warms, transforming into a rich golden-orange hue, bathing the scene in a sunset glow and causing the reflection on the case to shimmer with a fiery intensity. Finally, as complete darkness descends, the out-of-focus cityscape seen through the rear window awakens to a dazzling bokeh of countless flickering building lights and long, flowing streaks of red and white car headlights. These vibrant nighttime lights, the sole source of illumination, rhythmically dance and distort across the lipstick's polished surface, creating a mesmerizing, ever-changing pattern that captures the quiet atmosphere of urban elegance and the constant flow of time.", + "seed": 18010, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_4/index_6038_seed_18010_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08750992761924863, + "vlm_logprob": -0.08750992761924863, + "vlm_yes_no_margin": 3.550000011920929, + "vlm_token_credit": -0.08750992761924863, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034436292946338654 + ], + "opposite_logprob_tokens": [ + -3.4094362258911133 + ], + "logprob_reward": -0.034436292946338654, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034436292946338654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2718038856983185, + 0.12560990452766418, + 0.04833395034074783, + 0.060564782470464706, + 0.10639497637748718, + 0.05540839210152626, + 0.06986776739358902, + 0.07928343862295151, + 0.10897532105445862, + 0.07375753670930862 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.034436292946338654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34866851568222046 + ], + "opposite_logprob_tokens": [ + -1.2236685752868652 + ], + "logprob_reward": -0.34866851568222046, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34866851568222046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2307765781879425, + 0.1832066774368286, + 0.04571432247757912, + 0.041716497391462326, + 0.1160271093249321, + 0.04898950457572937, + 0.07086998224258423, + 0.10288087278604507, + 0.08229845762252808, + 0.07752002030611038 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.34866851568222046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004647880792617798 + ], + "opposite_logprob_tokens": [ + -5.379647731781006 + ], + "logprob_reward": -0.004647880792617798, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004647880792617798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13127882778644562, + 0.05668744817376137, + 0.03419313207268715, + 0.02918655052781105, + 0.1436653733253479, + 0.0899689793586731, + 0.16754694283008575, + 0.18776383996009827, + 0.06052686274051666, + 0.09918208420276642 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.004647880792617798 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043061114847660065 + ], + "opposite_logprob_tokens": [ + -3.1680610179901123 + ], + "logprob_reward": -0.043061114847660065, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043061114847660065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10165710747241974, + 0.058839086443185806, + 0.023104410618543625, + 0.031877301633358, + 0.10335668921470642, + 0.05631210654973984, + 0.06513624638319016, + 0.1260765641927719, + 0.09346962720155716, + 0.34017089009284973 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.043061114847660065 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735833827406168 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735833827406168, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735833827406168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08345970511436462, + 0.05101540684700012, + 0.04001432657241821, + 0.04912148788571358, + 0.15030622482299805, + 0.05716484785079956, + 0.07402923703193665, + 0.1173698902130127, + 0.09452462196350098, + 0.28299421072006226 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.006735833827406168 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up focuses on an elegant red lipstick tube, resting horizontally on a cool, white marble windowsill with subtle gray veining. The lipstick is encased in a highly polished, glossy black cylinder, its flawless surface resembling a dark, curved mirror. The main action is a dramatic time-lapse sequence: Initially, bright, direct afternoon sunlight streams through the window frame, casting a sharp, sharply defined shadow that slides rapidly across the marble and the length of the tube. As day turns to night, the light softens and warms, transforming into a rich golden-orange hue, bathing the scene in a sunset glow and causing the reflection on the case to shimmer with a fiery intensity. Finally, as complete darkness descends, the out-of-focus cityscape seen through the rear window awakens to a dazzling bokeh of countless flickering building lights and long, flowing streaks of red and white car headlights. These vibrant nighttime lights, the sole source of illumination, rhythmically dance and distort across the lipstick's polished surface, creating a mesmerizing, ever-changing pattern that captures the quiet atmosphere of urban elegance and the constant flow of time.", + "seed": 18011, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_4/index_6038_seed_18011_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16783170616254212, + "vlm_logprob": -0.16783170616254212, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.16783170616254212, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7596421837806702 + ], + "opposite_logprob_tokens": [ + -0.6346421837806702 + ], + "logprob_reward": -0.7596421837806702, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7596421837806702, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0902135968208313, + 0.09253214299678802, + 0.05245610326528549, + 0.024576036259531975, + 0.01683403179049492, + 0.027414653450250626, + 0.07146615535020828, + 0.047967977821826935, + 0.06324399262666702, + 0.5132952928543091 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.7596421837806702 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869009181857109 + ], + "opposite_logprob_tokens": [ + -3.0486900806427 + ], + "logprob_reward": -0.04869009181857109, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869009181857109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056392915546894073, + 0.03618839755654335, + 0.05603167414665222, + 0.015078595839440823, + 0.007550571113824844, + 0.010217409580945969, + 0.20380690693855286, + 0.03725437447428703, + 0.0314047634601593, + 0.5460743308067322 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.04869009181857109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545360252261162 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545360252261162, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545360252261162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010614864528179169, + 0.012771344743669033, + 0.011674473062157631, + 0.017556585371494293, + 0.005783186759799719, + 0.007358795031905174, + 0.017639923840761185, + 0.012407111003994942, + 0.015444902703166008, + 0.888748824596405 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.012545360252261162 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188718050718307 + ], + "opposite_logprob_tokens": [ + -4.264188766479492 + ], + "logprob_reward": -0.014188718050718307, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188718050718307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02760246954858303, + 0.03395522013306618, + 0.10475517064332962, + 0.02116779237985611, + 0.009569918736815453, + 0.015238674357533455, + 0.09264924377202988, + 0.08757035434246063, + 0.04730205982923508, + 0.5601890683174133 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.014188718050718307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elegant red lipstick tube resting horizontally on a white marble windowsill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lipstick case a highly polished, glossy black cylinder that reflects light like a dark curved mirror?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a time-lapse sequence where sunlight shifts from bright afternoon shadows to a warm golden-orange sunset glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the final scene characterized by complete darkness with an out-of-focus cityscape visible through the rear window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with vibrant bokeh lights from buildings and streaks of red and white car headlights reflecting on the lipstick case?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092176910489798 + ], + "opposite_logprob_tokens": [ + -5.504092216491699 + ], + "logprob_reward": -0.004092176910489798, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092176910489798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.005914771929383278, + 0.005059298127889633, + 0.006987815722823143, + 0.004003418143838644, + 0.0026444236282259226, + 0.0028277512174099684, + 0.006120855454355478, + 0.0065399096347391605, + 0.010929498821496964, + 0.948972225189209 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.004092176910489798 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_5/index_tensor([5625, 5625])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_5/index_tensor([5625, 5625])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e0b9ed4c0c2950758c3d52ad3f752ee3ce5103f1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_5/index_tensor([5625, 5625])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fixed, upward-focused fisheye lens, capturing with extreme distortion a massive creature towering over the ruins of a city, its silhouette eerily resembling a magnified lamb chop skeleton, imbued with a strong Akira-esque bio-mechanical punk quality. A brutal fusion of metal and flesh, its sinuous structure features rusted metal armor piercing a proliferating, pulsating crimson muscle tissue. Exposed hydraulic pipes and tangled wires entwine the skeletal structure like nerve cords, their joints occasionally flickering with faint blue arcs of electricity. Through the lens, the collapsed skyscraper skeletons and broken viaducts in the background bend sharply toward the center of the frame, as if about to be devoured by the monstrous form. A dim, dusty sky casts a sickly light, casting a gloomy hue on the rough concrete fragments and twisted rebar. Beneath the translucent biofilm of the creature's body, a viscous black fluid can be vaguely seen flowing slowly, dripping from the cracks in the structure. The entire picture, in extreme visual distortion, conveys a grand, grotesque and disturbing doomsday atmosphere through a depressing color palette composed of rust, blood red and concrete gray.", + "seed": 22879, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_5/index_5625_seed_22879_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.054250189242884515, + "vlm_logprob": -0.054250189242884515, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.054250189242884515, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22688277065753937 + ], + "opposite_logprob_tokens": [ + -1.601882815361023 + ], + "logprob_reward": -0.22688277065753937, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22688277065753937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15656599402427673, + 0.10611151903867722, + 0.05635351315140724, + 0.062498271465301514, + 0.06315488368272781, + 0.09326540678739548, + 0.12230995297431946, + 0.03392544388771057, + 0.28113824129104614, + 0.024676792323589325 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.22688277065753937 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003628576872870326 + ], + "opposite_logprob_tokens": [ + -5.628628730773926 + ], + "logprob_reward": -0.003628576872870326, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003628576872870326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2024284303188324, + 0.2947152853012085, + 0.04768770933151245, + 0.16364318132400513, + 0.049960676580667496, + 0.07251503318548203, + 0.0910695418715477, + 0.01850205846130848, + 0.028651779517531395, + 0.03082633577287197 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.003628576872870326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587796345353127 + ], + "opposite_logprob_tokens": [ + -3.895587682723999 + ], + "logprob_reward": -0.020587796345353127, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587796345353127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1398172676563263, + 0.2564722001552582, + 0.1019146665930748, + 0.05358419194817543, + 0.0770057737827301, + 0.07396413385868073, + 0.1374371200799942, + 0.043888647109270096, + 0.054507456719875336, + 0.06140854209661484 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.020587796345353127 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007624572142958641 + ], + "opposite_logprob_tokens": [ + -4.882624626159668 + ], + "logprob_reward": -0.007624572142958641, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007624572142958641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35967883467674255, + 0.21115973591804504, + 0.05006327107548714, + 0.05162027105689049, + 0.07487134635448456, + 0.06030590459704399, + 0.06816361099481583, + 0.032092537730932236, + 0.033337805420160294, + 0.058706678450107574 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.007624572142958641 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012527230195701122 + ], + "opposite_logprob_tokens": [ + -4.3875274658203125 + ], + "logprob_reward": -0.012527230195701122, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012527230195701122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2501252293586731, + 0.1719464510679245, + 0.0297605749219656, + 0.11254088580608368, + 0.0795164480805397, + 0.03756685554981232, + 0.07055002450942993, + 0.03380405902862549, + 0.1750689446926117, + 0.039120547473430634 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.012527230195701122 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, upward-focused fisheye lens, capturing with extreme distortion a massive creature towering over the ruins of a city, its silhouette eerily resembling a magnified lamb chop skeleton, imbued with a strong Akira-esque bio-mechanical punk quality. A brutal fusion of metal and flesh, its sinuous structure features rusted metal armor piercing a proliferating, pulsating crimson muscle tissue. Exposed hydraulic pipes and tangled wires entwine the skeletal structure like nerve cords, their joints occasionally flickering with faint blue arcs of electricity. Through the lens, the collapsed skyscraper skeletons and broken viaducts in the background bend sharply toward the center of the frame, as if about to be devoured by the monstrous form. A dim, dusty sky casts a sickly light, casting a gloomy hue on the rough concrete fragments and twisted rebar. Beneath the translucent biofilm of the creature's body, a viscous black fluid can be vaguely seen flowing slowly, dripping from the cracks in the structure. The entire picture, in extreme visual distortion, conveys a grand, grotesque and disturbing doomsday atmosphere through a depressing color palette composed of rust, blood red and concrete gray.", + "seed": 22880, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_5/index_5625_seed_22880_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07569181341677904, + "vlm_logprob": -0.07569181341677904, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.07569181341677904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31579482555389404 + ], + "opposite_logprob_tokens": [ + -1.315794825553894 + ], + "logprob_reward": -0.31579482555389404, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31579482555389404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08667459338903427, + 0.19208024442195892, + 0.09519348293542862, + 0.08206846565008163, + 0.07660911232233047, + 0.13416467607021332, + 0.10632859170436859, + 0.11768704652786255, + 0.06835631281137466, + 0.040837451815605164 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.31579482555389404 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012563018128275871 + ], + "opposite_logprob_tokens": [ + -4.387563228607178 + ], + "logprob_reward": -0.012563018128275871, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012563018128275871, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30460286140441895, + 0.2392851859331131, + 0.14508968591690063, + 0.04141681268811226, + 0.04972115531563759, + 0.08868441730737686, + 0.037867188453674316, + 0.029384303838014603, + 0.038665350526571274, + 0.02528301812708378 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012563018128275871 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864111352711916 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.00864111352711916, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864111352711916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23216965794563293, + 0.14996959269046783, + 0.14308764040470123, + 0.10264676064252853, + 0.06062823161482811, + 0.08166716247797012, + 0.04244304448366165, + 0.04114789888262749, + 0.0718262568116188, + 0.07441370189189911 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00864111352711916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185196444392204 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185196444392204, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185196444392204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15306924283504486, + 0.38700568675994873, + 0.09472981840372086, + 0.0713115930557251, + 0.01889481209218502, + 0.07786361128091812, + 0.04542965814471245, + 0.04723391309380531, + 0.04243580996990204, + 0.062025826424360275 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018185196444392204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023274913430213928 + ], + "opposite_logprob_tokens": [ + -3.7732748985290527 + ], + "logprob_reward": -0.023274913430213928, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023274913430213928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25800520181655884, + 0.15184436738491058, + 0.12902222573757172, + 0.05172513797879219, + 0.04271412640810013, + 0.1461848020553589, + 0.06048787757754326, + 0.0693681463599205, + 0.05312291532754898, + 0.03752521052956581 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.023274913430213928 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, upward-focused fisheye lens, capturing with extreme distortion a massive creature towering over the ruins of a city, its silhouette eerily resembling a magnified lamb chop skeleton, imbued with a strong Akira-esque bio-mechanical punk quality. A brutal fusion of metal and flesh, its sinuous structure features rusted metal armor piercing a proliferating, pulsating crimson muscle tissue. Exposed hydraulic pipes and tangled wires entwine the skeletal structure like nerve cords, their joints occasionally flickering with faint blue arcs of electricity. Through the lens, the collapsed skyscraper skeletons and broken viaducts in the background bend sharply toward the center of the frame, as if about to be devoured by the monstrous form. A dim, dusty sky casts a sickly light, casting a gloomy hue on the rough concrete fragments and twisted rebar. Beneath the translucent biofilm of the creature's body, a viscous black fluid can be vaguely seen flowing slowly, dripping from the cracks in the structure. The entire picture, in extreme visual distortion, conveys a grand, grotesque and disturbing doomsday atmosphere through a depressing color palette composed of rust, blood red and concrete gray.", + "seed": 22881, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_5/index_5625_seed_22881_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021664594952017068, + "vlm_logprob": -0.021664594952017068, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.021664594952017068, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07215268909931183 + ], + "opposite_logprob_tokens": [ + -2.697152614593506 + ], + "logprob_reward": -0.07215268909931183, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07215268909931183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1541779786348343, + 0.24562431871891022, + 0.13798490166664124, + 0.11758532375097275, + 0.028905680403113365, + 0.0901520699262619, + 0.08423156291246414, + 0.04108499735593796, + 0.05361881107091904, + 0.046634383499622345 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07215268909931183 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003629170823842287 + ], + "opposite_logprob_tokens": [ + -5.628629207611084 + ], + "logprob_reward": -0.003629170823842287, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003629170823842287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10931739211082458, + 0.18732361495494843, + 0.08326610177755356, + 0.06423533707857132, + 0.051506850868463516, + 0.0819467082619667, + 0.1961326152086258, + 0.12000592797994614, + 0.07113834470510483, + 0.035127125680446625 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.003629170823842287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629659026861191 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629659026861191, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629659026861191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14162743091583252, + 0.08202831447124481, + 0.18595561385154724, + 0.07454753667116165, + 0.08993218094110489, + 0.08791533857584, + 0.1071484386920929, + 0.06760883331298828, + 0.08349774032831192, + 0.0797385647892952 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.007629659026861191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183792009949684 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183792009949684, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183792009949684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2335829734802246, + 0.08646358549594879, + 0.12172424048185349, + 0.05318351462483406, + 0.09611904621124268, + 0.05252595618367195, + 0.14888855814933777, + 0.09451379626989365, + 0.09150159358978271, + 0.02149682678282261 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.018183792009949684 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006727663800120354 + ], + "opposite_logprob_tokens": [ + -5.006727695465088 + ], + "logprob_reward": -0.006727663800120354, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006727663800120354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2657392919063568, + 0.24213624000549316, + 0.07672453671693802, + 0.06438914686441422, + 0.046709779649972916, + 0.040208324790000916, + 0.07409189641475677, + 0.11962850391864777, + 0.05099290609359741, + 0.01937941648066044 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.006727663800120354 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fixed, upward-focused fisheye lens, capturing with extreme distortion a massive creature towering over the ruins of a city, its silhouette eerily resembling a magnified lamb chop skeleton, imbued with a strong Akira-esque bio-mechanical punk quality. A brutal fusion of metal and flesh, its sinuous structure features rusted metal armor piercing a proliferating, pulsating crimson muscle tissue. Exposed hydraulic pipes and tangled wires entwine the skeletal structure like nerve cords, their joints occasionally flickering with faint blue arcs of electricity. Through the lens, the collapsed skyscraper skeletons and broken viaducts in the background bend sharply toward the center of the frame, as if about to be devoured by the monstrous form. A dim, dusty sky casts a sickly light, casting a gloomy hue on the rough concrete fragments and twisted rebar. Beneath the translucent biofilm of the creature's body, a viscous black fluid can be vaguely seen flowing slowly, dripping from the cracks in the structure. The entire picture, in extreme visual distortion, conveys a grand, grotesque and disturbing doomsday atmosphere through a depressing color palette composed of rust, blood red and concrete gray.", + "seed": 22882, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_5/index_5625_seed_22882_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03190512084402144, + "vlm_logprob": -0.03190512084402144, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03190512084402144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1021537259221077 + ], + "opposite_logprob_tokens": [ + -2.352153778076172 + ], + "logprob_reward": -0.1021537259221077, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1021537259221077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10266727209091187, + 0.09217379987239838, + 0.13128572702407837, + 0.2934090793132782, + 0.02813294716179371, + 0.03202114999294281, + 0.10060455650091171, + 0.03923104703426361, + 0.14888492226600647, + 0.0315895713865757 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.1021537259221077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002499791095033288 + ], + "opposite_logprob_tokens": [ + -6.002499580383301 + ], + "logprob_reward": -0.002499791095033288, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002499791095033288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07134107500314713, + 0.09748242795467377, + 0.0707651898264885, + 0.3950135111808777, + 0.039958056062459946, + 0.04639808088541031, + 0.10890211164951324, + 0.06531178206205368, + 0.04426228627562523, + 0.060565490275621414 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.002499791095033288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544889003038406 + ], + "opposite_logprob_tokens": [ + -4.387545108795166 + ], + "logprob_reward": -0.012544889003038406, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544889003038406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15833507478237152, + 0.07800199836492538, + 0.19410106539726257, + 0.1980198621749878, + 0.0582360215485096, + 0.065985769033432, + 0.04966896027326584, + 0.08846206218004227, + 0.05204789713025093, + 0.057141270488500595 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.012544889003038406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033696603029966354 + ], + "opposite_logprob_tokens": [ + -3.4086966514587402 + ], + "logprob_reward": -0.033696603029966354, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033696603029966354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1557488739490509, + 0.04501989111304283, + 0.14451563358306885, + 0.3076463043689728, + 0.04513717442750931, + 0.021493803709745407, + 0.03390439972281456, + 0.07576959580183029, + 0.08466540277004242, + 0.08609896898269653 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.033696603029966354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a fixed, upward-focused fisheye lens with extreme distortion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive creature visible towering over the ruins of a city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature's silhouette resemble a magnified lamb chop skeleton with a bio-mechanical punk quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are exposed hydraulic pipes and tangled wires visible entwining the skeletal structure with flickering blue electric arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background composed of collapsed skyscraper skeletons and broken viaducts bending sharply toward the center of the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008630595169961452 + ], + "opposite_logprob_tokens": [ + -4.758630752563477 + ], + "logprob_reward": -0.008630595169961452, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008630595169961452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13505570590496063, + 0.05728406831622124, + 0.2740091383457184, + 0.25937211513519287, + 0.023254528641700745, + 0.02458536997437477, + 0.0586916022002697, + 0.038275059312582016, + 0.07481356710195541, + 0.05465886369347572 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.008630595169961452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_6/index_tensor([9131, 9131])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_6/index_tensor([9131, 9131])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8dcc2ec2a1f2036be3b89b3adb5f24684c1e1050 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_6/index_tensor([9131, 9131])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static close-up shot, employing a striking, dreamy soft focus, focuses on the long, slender, cascading branches of a weeping willow. These delicate branches, laden with countless tiny, spear-shaped leaves of tender green, hang like a verdant curtain. Stirred by a gentle breeze, the branches sway gracefully and rhythmically, drifting slowly from side to side in a hypnotic dance, while each individual leaf trembles delicately in the subtle breeze. The scene is bathed in the warm, golden light of late afternoon, which penetrates the dense foliage, creating a captivating interplay of light and shadow, and outlining the edges of some leaves with bright hues. In the blurred background, a tranquil lake can be seen, the sunlight reflecting off the water in shimmering, out-of-focus specks of light (bokeh). The overall atmosphere is one of ultimate tranquility and serene beauty, with vivid green and warm gold as the main colors. The soft focus effect greatly enhances the ethereal and dreamy texture of the picture, making it feel like a fleeting and beautiful memory.", + "seed": 26591, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_6/index_9131_seed_26591_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028452113503590226, + "vlm_logprob": -0.028452113503590226, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.028452113503590226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0802711620926857 + ], + "opposite_logprob_tokens": [ + -2.5802712440490723 + ], + "logprob_reward": -0.0802711620926857, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0802711620926857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13159002363681793, + 0.16178205609321594, + 0.22660519182682037, + 0.05613749474287033, + 0.12024066597223282, + 0.05189260095357895, + 0.08151054382324219, + 0.08941850811243057, + 0.03633684292435646, + 0.04448605328798294 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0802711620926857 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016117049381136894 + ], + "opposite_logprob_tokens": [ + -4.141117095947266 + ], + "logprob_reward": -0.016117049381136894, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016117049381136894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07174834609031677, + 0.1652263104915619, + 0.040979865938425064, + 0.053512707352638245, + 0.07819323241710663, + 0.06625379621982574, + 0.052813004702329636, + 0.12294217944145203, + 0.07363039255142212, + 0.2747001051902771 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.016117049381136894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310610517859459 + ], + "opposite_logprob_tokens": [ + -3.1681060791015625 + ], + "logprob_reward": -0.04310610517859459, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310610517859459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07309627532958984, + 0.12052461504936218, + 0.11469576507806778, + 0.12915459275245667, + 0.1382548063993454, + 0.11420568823814392, + 0.10433089733123779, + 0.0738103911280632, + 0.09348292648792267, + 0.03844408690929413 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.04310610517859459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001046705641783774 + ], + "opposite_logprob_tokens": [ + -6.876046657562256 + ], + "logprob_reward": -0.001046705641783774, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001046705641783774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1461852639913559, + 0.20552772283554077, + 0.09599495679140091, + 0.04437275975942612, + 0.04936335235834122, + 0.046969279646873474, + 0.07335186004638672, + 0.03208613395690918, + 0.07965551316738129, + 0.22649313509464264 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.001046705641783774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001719545223750174 + ], + "opposite_logprob_tokens": [ + -6.3767194747924805 + ], + "logprob_reward": -0.001719545223750174, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001719545223750174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06954808533191681, + 0.18306486308574677, + 0.07633281499147415, + 0.0326637402176857, + 0.11218993365764618, + 0.03914612531661987, + 0.09164813905954361, + 0.04447318613529205, + 0.0323774479329586, + 0.31855565309524536 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.001719545223750174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot, employing a striking, dreamy soft focus, focuses on the long, slender, cascading branches of a weeping willow. These delicate branches, laden with countless tiny, spear-shaped leaves of tender green, hang like a verdant curtain. Stirred by a gentle breeze, the branches sway gracefully and rhythmically, drifting slowly from side to side in a hypnotic dance, while each individual leaf trembles delicately in the subtle breeze. The scene is bathed in the warm, golden light of late afternoon, which penetrates the dense foliage, creating a captivating interplay of light and shadow, and outlining the edges of some leaves with bright hues. In the blurred background, a tranquil lake can be seen, the sunlight reflecting off the water in shimmering, out-of-focus specks of light (bokeh). The overall atmosphere is one of ultimate tranquility and serene beauty, with vivid green and warm gold as the main colors. The soft focus effect greatly enhances the ethereal and dreamy texture of the picture, making it feel like a fleeting and beautiful memory.", + "seed": 26592, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_6/index_9131_seed_26592_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016333880228921772, + "vlm_logprob": -0.016333880228921772, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.016333880228921772, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.057399485260248184 + ], + "opposite_logprob_tokens": [ + -2.9323995113372803 + ], + "logprob_reward": -0.057399485260248184, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.057399485260248184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21725082397460938, + 0.07671239227056503, + 0.16943004727363586, + 0.08139285445213318, + 0.04892183467745781, + 0.15302564203739166, + 0.08812650293111801, + 0.059842824935913086, + 0.05323410406708717, + 0.05206301435828209 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.057399485260248184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653932526707649 + ], + "opposite_logprob_tokens": [ + -5.3796539306640625 + ], + "logprob_reward": -0.004653932526707649, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653932526707649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7131302952766418, + 0.02528992109000683, + 0.04446140676736832, + 0.03392050415277481, + 0.0383366197347641, + 0.034900642931461334, + 0.031891874969005585, + 0.01833692193031311, + 0.015854932367801666, + 0.04387684538960457 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.004653932526707649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081975772976875 + ], + "opposite_logprob_tokens": [ + -4.141081809997559 + ], + "logprob_reward": -0.016081975772976875, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081975772976875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2472451776266098, + 0.0867014229297638, + 0.11882137507200241, + 0.09769377112388611, + 0.033200327306985855, + 0.09919118881225586, + 0.05817817151546478, + 0.16603520512580872, + 0.05242332071065903, + 0.04050999507308006 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.016081975772976875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010443239007145166 + ], + "opposite_logprob_tokens": [ + -6.876044273376465 + ], + "logprob_reward": -0.0010443239007145166, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010443239007145166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6041648387908936, + 0.03348061442375183, + 0.019385144114494324, + 0.04793518781661987, + 0.0717318132519722, + 0.04517015069723129, + 0.02942056395113468, + 0.023610679432749748, + 0.08423013985157013, + 0.04087081551551819 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0010443239007145166 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248968368396163 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.00248968368396163, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248968368396163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.506644070148468, + 0.06505856662988663, + 0.03818083554506302, + 0.04905538260936737, + 0.07562051713466644, + 0.045568693429231644, + 0.07434894889593124, + 0.05635024607181549, + 0.03277774527668953, + 0.05639500170946121 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.00248968368396163 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot, employing a striking, dreamy soft focus, focuses on the long, slender, cascading branches of a weeping willow. These delicate branches, laden with countless tiny, spear-shaped leaves of tender green, hang like a verdant curtain. Stirred by a gentle breeze, the branches sway gracefully and rhythmically, drifting slowly from side to side in a hypnotic dance, while each individual leaf trembles delicately in the subtle breeze. The scene is bathed in the warm, golden light of late afternoon, which penetrates the dense foliage, creating a captivating interplay of light and shadow, and outlining the edges of some leaves with bright hues. In the blurred background, a tranquil lake can be seen, the sunlight reflecting off the water in shimmering, out-of-focus specks of light (bokeh). The overall atmosphere is one of ultimate tranquility and serene beauty, with vivid green and warm gold as the main colors. The soft focus effect greatly enhances the ethereal and dreamy texture of the picture, making it feel like a fleeting and beautiful memory.", + "seed": 26593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_6/index_9131_seed_26593_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019725093175657092, + "vlm_logprob": -0.019725093175657092, + "vlm_yes_no_margin": 5.05, + "vlm_token_credit": -0.019725093175657092, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07192496210336685 + ], + "opposite_logprob_tokens": [ + -2.696924924850464 + ], + "logprob_reward": -0.07192496210336685, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07192496210336685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25161033868789673, + 0.07680424302816391, + 0.10464536398649216, + 0.06250184029340744, + 0.04946359619498253, + 0.24382774531841278, + 0.06286963075399399, + 0.03190774470567703, + 0.07968959212303162, + 0.036679916083812714 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.07192496210336685 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005968485958874226 + ], + "opposite_logprob_tokens": [ + -5.1309685707092285 + ], + "logprob_reward": -0.005968485958874226, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005968485958874226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19118843972682953, + 0.0862446129322052, + 0.03680405765771866, + 0.12933295965194702, + 0.030591269955039024, + 0.31818321347236633, + 0.021219991147518158, + 0.05431526526808739, + 0.08634401112794876, + 0.04577616602182388 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.005968485958874226 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201936036348343 + ], + "opposite_logprob_tokens": [ + -4.01820182800293 + ], + "logprob_reward": -0.018201936036348343, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018201936036348343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10678218305110931, + 0.05161337926983833, + 0.054448388516902924, + 0.15930597484111786, + 0.029583286494016647, + 0.2998712360858917, + 0.07395926117897034, + 0.035626888275146484, + 0.13295413553714752, + 0.05585524067282677 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.018201936036348343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008144637104123831 + ], + "opposite_logprob_tokens": [ + -7.125814437866211 + ], + "logprob_reward": -0.0008144637104123831, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008144637104123831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21378470957279205, + 0.05311424657702446, + 0.02545822039246559, + 0.030334673821926117, + 0.060595374554395676, + 0.2675103545188904, + 0.048069894313812256, + 0.15803584456443787, + 0.08288267254829407, + 0.06021403893828392 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0008144637104123831 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017156180692836642 + ], + "opposite_logprob_tokens": [ + -6.376715660095215 + ], + "logprob_reward": -0.0017156180692836642, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017156180692836642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.260795921087265, + 0.0779777243733406, + 0.0360676534473896, + 0.06915184110403061, + 0.03870367258787155, + 0.20668847858905792, + 0.03335575759410858, + 0.13414409756660461, + 0.07788920402526855, + 0.06522564589977264 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0017156180692836642 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static close-up shot, employing a striking, dreamy soft focus, focuses on the long, slender, cascading branches of a weeping willow. These delicate branches, laden with countless tiny, spear-shaped leaves of tender green, hang like a verdant curtain. Stirred by a gentle breeze, the branches sway gracefully and rhythmically, drifting slowly from side to side in a hypnotic dance, while each individual leaf trembles delicately in the subtle breeze. The scene is bathed in the warm, golden light of late afternoon, which penetrates the dense foliage, creating a captivating interplay of light and shadow, and outlining the edges of some leaves with bright hues. In the blurred background, a tranquil lake can be seen, the sunlight reflecting off the water in shimmering, out-of-focus specks of light (bokeh). The overall atmosphere is one of ultimate tranquility and serene beauty, with vivid green and warm gold as the main colors. The soft focus effect greatly enhances the ethereal and dreamy texture of the picture, making it feel like a fleeting and beautiful memory.", + "seed": 26594, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_6/index_9131_seed_26594_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015494085382670164, + "vlm_logprob": -0.015494085382670164, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.015494085382670164, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030712703242897987 + ], + "opposite_logprob_tokens": [ + -3.530712604522705 + ], + "logprob_reward": -0.030712703242897987, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030712703242897987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4280857741832733, + 0.09428086876869202, + 0.05803150683641434, + 0.08846733719110489, + 0.0891185998916626, + 0.0450165793299675, + 0.05095274746417999, + 0.06309392303228378, + 0.046962060034275055, + 0.035990599542856216 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.030712703242897987 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865884032100439 + ], + "opposite_logprob_tokens": [ + -4.7586588859558105 + ], + "logprob_reward": -0.00865884032100439, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865884032100439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40581214427948, + 0.2113635390996933, + 0.030893759801983833, + 0.0778888538479805, + 0.057034075260162354, + 0.057284798473119736, + 0.03428954631090164, + 0.08356974273920059, + 0.01500540692359209, + 0.026858113706111908 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.00865884032100439 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372172638773918 + ], + "opposite_logprob_tokens": [ + -3.408721685409546 + ], + "logprob_reward": -0.03372172638773918, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372172638773918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3444248139858246, + 0.09469355642795563, + 0.04579487815499306, + 0.05721312016248703, + 0.09515590965747833, + 0.10865470767021179, + 0.05098945274949074, + 0.0861477479338646, + 0.0924580842256546, + 0.02446768246591091 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.03372172638773918 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196252044290304 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.003196252044290304, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196252044290304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2861686050891876, + 0.11328662931919098, + 0.07283994555473328, + 0.05333097279071808, + 0.1356731653213501, + 0.19332274794578552, + 0.023634083569049835, + 0.07159187644720078, + 0.01792868971824646, + 0.03222329542040825 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.003196252044290304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static close-up focused on the branches of a weeping willow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the willow branches long, slender, and laden with tiny spear-shaped tender green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the branches sway gently from side to side while individual leaves tremble in a breeze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene bathed in warm golden late afternoon light with a blurred lake and bokeh in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video employ a striking dreamy soft focus effect throughout?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011809049174189568 + ], + "opposite_logprob_tokens": [ + -6.751181125640869 + ], + "logprob_reward": -0.0011809049174189568, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011809049174189568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2759428024291992, + 0.11024556308984756, + 0.04295044019818306, + 0.05021234601736069, + 0.10823389142751694, + 0.1570417433977127, + 0.03828222304582596, + 0.09367962926626205, + 0.0389854721724987, + 0.08442582190036774 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.0011809049174189568 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_7/index_tensor([9593, 9593])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_7/index_tensor([9593, 9593])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..944a5ae02344fb6568ec22828bf7dbd70af84ae8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_7/index_tensor([9593, 9593])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up, the camera remains stationary, focusing horizontally on the face of a snowman meticulously crafted from compacted, slightly grainy snow. The soft afternoon sun slants across the rough, grainy surface, casting tiny, gentle shadows. Two black coal-like eyes gleam matte, and a mouth formed of small pebbles arcs into a smile. The absolute centerpiece is a brightly colored orange carrot, its surface textured and naturally textured, securely inserted. To the rhythm of an inaudible yet palpable humming melody, the carrot's nose trembles in a subtle, rhythmic rhythm, each movement precisely corresponding to an imaginary note, as if the snowman were actually humming a silent song. Against the backdrop of blurred, snow-covered pine branches, the scene exudes a tranquil, childlike sense of magic. The palette is dominated by pure white and cool blue, with the trembling orange carrot serving as the sole warm and vivid focal point.", + "seed": 9582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_7/index_9593_seed_9582_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14398309336975218, + "vlm_logprob": -0.14398309336975218, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.14398309336975218, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007383676711469889 + ], + "opposite_logprob_tokens": [ + -5.007383823394775 + ], + "logprob_reward": -0.007383676711469889, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007383676711469889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0935543030500412, + 0.05573788285255432, + 0.1093149408698082, + 0.12348393350839615, + 0.12550093233585358, + 0.25947508215904236, + 0.16037002205848694, + 0.016712332144379616, + 0.025623071938753128, + 0.030227458104491234 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.007383676711469889 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04872142896056175 + ], + "opposite_logprob_tokens": [ + -3.0487213134765625 + ], + "logprob_reward": -0.04872142896056175, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04872142896056175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05176660418510437, + 0.0689864531159401, + 0.042083390057086945, + 0.050450749695301056, + 0.0766887366771698, + 0.12456496804952621, + 0.25172877311706543, + 0.1813838928937912, + 0.027766752988100052, + 0.12457969784736633 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.04872142896056175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34871014952659607 + ], + "opposite_logprob_tokens": [ + -1.2237101793289185 + ], + "logprob_reward": -0.34871014952659607, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34871014952659607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059020034968853, + 0.18518145382404327, + 0.15296167135238647, + 0.03805464133620262, + 0.04873593524098396, + 0.14551010727882385, + 0.07318958640098572, + 0.17725378274917603, + 0.09388605505228043, + 0.026206737384200096 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.34871014952659607 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374062851071358 + ], + "opposite_logprob_tokens": [ + -3.408740520477295 + ], + "logprob_reward": -0.03374062851071358, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374062851071358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08425415307283401, + 0.036610547453165054, + 0.465374618768692, + 0.05675416812300682, + 0.06987560540437698, + 0.07666181027889252, + 0.0836537554860115, + 0.04088751599192619, + 0.04591243714094162, + 0.04001544415950775 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.03374062851071358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135958313941956 + ], + "opposite_logprob_tokens": [ + -1.4063595533370972 + ], + "logprob_reward": -0.28135958313941956, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135958313941956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06211649626493454, + 0.11843511462211609, + 0.0880022868514061, + 0.05245976522564888, + 0.031716909259557724, + 0.14594988524913788, + 0.24467766284942627, + 0.14471280574798584, + 0.03770912066102028, + 0.07421989738941193 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.28135958313941956 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains stationary, focusing horizontally on the face of a snowman meticulously crafted from compacted, slightly grainy snow. The soft afternoon sun slants across the rough, grainy surface, casting tiny, gentle shadows. Two black coal-like eyes gleam matte, and a mouth formed of small pebbles arcs into a smile. The absolute centerpiece is a brightly colored orange carrot, its surface textured and naturally textured, securely inserted. To the rhythm of an inaudible yet palpable humming melody, the carrot's nose trembles in a subtle, rhythmic rhythm, each movement precisely corresponding to an imaginary note, as if the snowman were actually humming a silent song. Against the backdrop of blurred, snow-covered pine branches, the scene exudes a tranquil, childlike sense of magic. The palette is dominated by pure white and cool blue, with the trembling orange carrot serving as the sole warm and vivid focal point.", + "seed": 9583, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_7/index_9593_seed_9583_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1631460225209594, + "vlm_logprob": -0.1631460225209594, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.1631460225209594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010292311199009418 + ], + "opposite_logprob_tokens": [ + -4.6352925300598145 + ], + "logprob_reward": -0.010292311199009418, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010292311199009418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2514483630657196, + 0.09642195701599121, + 0.04361003637313843, + 0.07603263854980469, + 0.11174238473176956, + 0.04690205678343773, + 0.07112358510494232, + 0.0653819665312767, + 0.20691363513469696, + 0.030423326417803764 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.010292311199009418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026404133066534996 + ], + "opposite_logprob_tokens": [ + -3.6514041423797607 + ], + "logprob_reward": -0.026404133066534996, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026404133066534996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13975484669208527, + 0.10935462266206741, + 0.1273173689842224, + 0.11005564779043198, + 0.1239626556634903, + 0.04219520092010498, + 0.1604829579591751, + 0.10859659314155579, + 0.052979085594415665, + 0.025300992652773857 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.026404133066534996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743654429912567 + ], + "opposite_logprob_tokens": [ + -0.9743654727935791 + ], + "logprob_reward": -0.4743654429912567, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743654429912567, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16678185760974884, + 0.13795460760593414, + 0.10758522897958755, + 0.09346068650484085, + 0.0697312131524086, + 0.035329669713974, + 0.10725077986717224, + 0.09677979350090027, + 0.11735696345567703, + 0.06776920706033707 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.4743654429912567 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07907425612211227 + ], + "opposite_logprob_tokens": [ + -2.5790741443634033 + ], + "logprob_reward": -0.07907425612211227, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07907425612211227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18470881879329681, + 0.04640927165746689, + 0.12059061229228973, + 0.12414231151342392, + 0.16927988827228546, + 0.09090085327625275, + 0.08714567869901657, + 0.10721571743488312, + 0.029974032193422318, + 0.03963277116417885 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.07907425612211227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559396922588348 + ], + "opposite_logprob_tokens": [ + -1.6005939245224 + ], + "logprob_reward": -0.22559396922588348, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559396922588348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06415049731731415, + 0.032540496438741684, + 0.03945985808968544, + 0.026859989389777184, + 0.08634857833385468, + 0.14843426644802094, + 0.15838958323001862, + 0.05599481612443924, + 0.3735039532184601, + 0.014317993074655533 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.22559396922588348 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains stationary, focusing horizontally on the face of a snowman meticulously crafted from compacted, slightly grainy snow. The soft afternoon sun slants across the rough, grainy surface, casting tiny, gentle shadows. Two black coal-like eyes gleam matte, and a mouth formed of small pebbles arcs into a smile. The absolute centerpiece is a brightly colored orange carrot, its surface textured and naturally textured, securely inserted. To the rhythm of an inaudible yet palpable humming melody, the carrot's nose trembles in a subtle, rhythmic rhythm, each movement precisely corresponding to an imaginary note, as if the snowman were actually humming a silent song. Against the backdrop of blurred, snow-covered pine branches, the scene exudes a tranquil, childlike sense of magic. The palette is dominated by pure white and cool blue, with the trembling orange carrot serving as the sole warm and vivid focal point.", + "seed": 9584, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_7/index_9593_seed_9584_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18143831063061952, + "vlm_logprob": -0.18143831063061952, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.18143831063061952, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004350245930254459 + ], + "opposite_logprob_tokens": [ + -5.629350185394287 + ], + "logprob_reward": -0.004350245930254459, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004350245930254459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1506050080060959, + 0.09921671450138092, + 0.21229736506938934, + 0.06404424458742142, + 0.141729474067688, + 0.03220071643590927, + 0.09284353256225586, + 0.06480294466018677, + 0.07349841296672821, + 0.06876160949468613 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.004350245930254459 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08913476765155792 + ], + "opposite_logprob_tokens": [ + -2.464134693145752 + ], + "logprob_reward": -0.08913476765155792, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08913476765155792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10180008411407471, + 0.07731150090694427, + 0.04897980019450188, + 0.1289656013250351, + 0.3141380548477173, + 0.05288023129105568, + 0.04401252791285515, + 0.03481655195355415, + 0.023628368973731995, + 0.17346727848052979 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.08913476765155792 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234231948852539 + ], + "opposite_logprob_tokens": [ + -0.8984231948852539 + ], + "logprob_reward": -0.5234231948852539, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234231948852539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16569821536540985, + 0.062167488038539886, + 0.09785614162683487, + 0.05120592191815376, + 0.13758805394172668, + 0.12280356884002686, + 0.13984301686286926, + 0.08372736722230911, + 0.045014288276433945, + 0.09409590810537338 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.5234231948852539 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815066069364548 + ], + "opposite_logprob_tokens": [ + -3.2881505489349365 + ], + "logprob_reward": -0.03815066069364548, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815066069364548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10359073430299759, + 0.24142704904079437, + 0.10839598625898361, + 0.07338878512382507, + 0.041011516004800797, + 0.11868888139724731, + 0.10342372208833694, + 0.038315270096063614, + 0.04702885076403618, + 0.12472925335168839 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.03815066069364548 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213268399238586 + ], + "opposite_logprob_tokens": [ + -1.5021326541900635 + ], + "logprob_reward": -0.25213268399238586, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213268399238586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09331175684928894, + 0.06578820198774338, + 0.056625038385391235, + 0.04417778551578522, + 0.12813368439674377, + 0.05962744355201721, + 0.1336076557636261, + 0.1273222267627716, + 0.1596825271844864, + 0.13172367215156555 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.25213268399238586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains stationary, focusing horizontally on the face of a snowman meticulously crafted from compacted, slightly grainy snow. The soft afternoon sun slants across the rough, grainy surface, casting tiny, gentle shadows. Two black coal-like eyes gleam matte, and a mouth formed of small pebbles arcs into a smile. The absolute centerpiece is a brightly colored orange carrot, its surface textured and naturally textured, securely inserted. To the rhythm of an inaudible yet palpable humming melody, the carrot's nose trembles in a subtle, rhythmic rhythm, each movement precisely corresponding to an imaginary note, as if the snowman were actually humming a silent song. Against the backdrop of blurred, snow-covered pine branches, the scene exudes a tranquil, childlike sense of magic. The palette is dominated by pure white and cool blue, with the trembling orange carrot serving as the sole warm and vivid focal point.", + "seed": 9585, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_7/index_9593_seed_9585_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.27253352627158167, + "vlm_logprob": -0.27253352627158167, + "vlm_yes_no_margin": 1.425, + "vlm_token_credit": -0.27253352627158167, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35059621930122375 + ], + "opposite_logprob_tokens": [ + -1.2255961894989014 + ], + "logprob_reward": -0.35059621930122375, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.35059621930122375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12324688583612442, + 0.056047242134809494, + 0.06927698105573654, + 0.08593681454658508, + 0.334689199924469, + 0.25611624121665955, + 0.02153910882771015, + 0.006953538861125708, + 0.01314561441540718, + 0.033048365265131 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.35059621930122375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11303349584341049 + ], + "opposite_logprob_tokens": [ + -2.2380335330963135 + ], + "logprob_reward": -0.11303349584341049, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11303349584341049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07633831351995468, + 0.1679103523492813, + 0.057430557906627655, + 0.02753176912665367, + 0.2869282364845276, + 0.16715610027313232, + 0.03586536645889282, + 0.09466617554426193, + 0.060501545667648315, + 0.025671539828181267 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.11303349584341049 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234166979789734 + ], + "opposite_logprob_tokens": [ + -0.8984166979789734 + ], + "logprob_reward": -0.5234166979789734, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234166979789734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18973881006240845, + 0.07388155162334442, + 0.05416187271475792, + 0.356648325920105, + 0.05034129321575165, + 0.1260564923286438, + 0.05640305206179619, + 0.022211533039808273, + 0.032824136316776276, + 0.03773289546370506 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.5234166979789734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06212570145726204 + ], + "opposite_logprob_tokens": [ + -2.8121256828308105 + ], + "logprob_reward": -0.06212570145726204, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06212570145726204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12114551663398743, + 0.11258498579263687, + 0.087127685546875, + 0.2509852349758148, + 0.10721750557422638, + 0.05992325022816658, + 0.13389641046524048, + 0.04247872158885002, + 0.049978818744421005, + 0.03466181457042694 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.06212570145726204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the face of a snowman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snowman's nose a brightly colored orange carrot with a textured surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the carrot nose tremble in a subtle, rhythmic motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the snowman's eyes black and coal-like, and its mouth formed of small pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera stationary throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134955167770386 + ], + "opposite_logprob_tokens": [ + -1.3134955167770386 + ], + "logprob_reward": -0.3134955167770386, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134955167770386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2509693503379822, + 0.09449554979801178, + 0.06662313640117645, + 0.13017044961452484, + 0.056251782923936844, + 0.045701876282691956, + 0.18495599925518036, + 0.057701658457517624, + 0.02736356109380722, + 0.08576661348342896 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.3134955167770386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_8/index_tensor([9941, 9941])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_8/index_tensor([9941, 9941])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4ff294eaf54b74fc15eb4fe387443e18c7970eb2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_8/index_tensor([9941, 9941])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a striking low-angle close-up, the camera tracks closely against the icy surface, moving alongside the ship's bow. The lens is covered with simulated frost, water stains, and tiny cracks, as if filmed from the perspective of a floating slab of ice. Like a moving mountain of steel, swayed by the powerful surface current, a massive icebreaker slowly but steadily navigates the deep, dark Arctic Ocean. The hull, a weathered crimson, is covered in rust, scratches, and dents from countless impacts. The cold, diffuse light beneath the gloomy polar sky reveals a cold metallic texture. With a steady and unstoppable presence, the bow thrusts forward with unwavering composure, crashing precisely and violently into a vast, thick, white floe. The moment of contact, the immense pressure causes a spiderweb of white cracks to appear on the solid surface, rapidly spreading within a thousandth of a second. Then, with a muffled crack, the entire floe shatters into countless crystalline chunks of varying sizes. The broken ice, pushed aside by the powerful currents on either side of the ship, tumbles and sinks into the deep blue water. The dominant tones of the entire painting—the deep red of the ship, the pure white of the ice and snow, and the deep blue of the water—form a stark contrast, imbued with a raw, cold sense of power and an awe-inspiring industrial aesthetic, creating a tense and magnificent atmosphere.", + "seed": 26892, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_8/index_9941_seed_26892_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03739910013973713, + "vlm_logprob": -0.03739910013973713, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03739910013973713, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017141638323664665 + ], + "opposite_logprob_tokens": [ + -5.392141819000244 + ], + "logprob_reward": -0.017141638323664665, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.017141638323664665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12355483323335648, + 0.046037185937166214, + 0.06337006390094757, + 0.049345143139362335, + 0.13537059724330902, + 0.12946072220802307, + 0.04691283032298088, + 0.21735449135303497, + 0.10828470438718796, + 0.08030948042869568 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.017141638323664665 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309525713324547 + ], + "opposite_logprob_tokens": [ + -3.168095350265503 + ], + "logprob_reward": -0.04309525713324547, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309525713324547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11386103183031082, + 0.04125167056918144, + 0.04456499218940735, + 0.036419402807950974, + 0.05685717239975929, + 0.029239477589726448, + 0.07678006589412689, + 0.4118531048297882, + 0.14154018461704254, + 0.04763298109173775 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.04309525713324547 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381164625287056 + ], + "opposite_logprob_tokens": [ + -3.288116455078125 + ], + "logprob_reward": -0.0381164625287056, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381164625287056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09211371093988419, + 0.05944055691361427, + 0.028983641415834427, + 0.050108689814805984, + 0.03574081137776375, + 0.049518488347530365, + 0.0300921443849802, + 0.10371791571378708, + 0.19652634859085083, + 0.35375767946243286 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.0381164625287056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494323745369911 + ], + "opposite_logprob_tokens": [ + -2.929943323135376 + ], + "logprob_reward": -0.05494323745369911, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494323745369911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13168567419052124, + 0.040673818439245224, + 0.05347422882914543, + 0.03559207171201706, + 0.07155752927064896, + 0.09891976416110992, + 0.03763752803206444, + 0.1700364500284195, + 0.17546866834163666, + 0.18495427072048187 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.05494323745369911 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033698905259370804 + ], + "opposite_logprob_tokens": [ + -3.408698797225952 + ], + "logprob_reward": -0.033698905259370804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033698905259370804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08915533870458603, + 0.04386502131819725, + 0.02750527299940586, + 0.025299176573753357, + 0.03098670206964016, + 0.050224363803863525, + 0.02281338907778263, + 0.3015192449092865, + 0.15263764560222626, + 0.25599387288093567 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.033698905259370804 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a striking low-angle close-up, the camera tracks closely against the icy surface, moving alongside the ship's bow. The lens is covered with simulated frost, water stains, and tiny cracks, as if filmed from the perspective of a floating slab of ice. Like a moving mountain of steel, swayed by the powerful surface current, a massive icebreaker slowly but steadily navigates the deep, dark Arctic Ocean. The hull, a weathered crimson, is covered in rust, scratches, and dents from countless impacts. The cold, diffuse light beneath the gloomy polar sky reveals a cold metallic texture. With a steady and unstoppable presence, the bow thrusts forward with unwavering composure, crashing precisely and violently into a vast, thick, white floe. The moment of contact, the immense pressure causes a spiderweb of white cracks to appear on the solid surface, rapidly spreading within a thousandth of a second. Then, with a muffled crack, the entire floe shatters into countless crystalline chunks of varying sizes. The broken ice, pushed aside by the powerful currents on either side of the ship, tumbles and sinks into the deep blue water. The dominant tones of the entire painting—the deep red of the ship, the pure white of the ice and snow, and the deep blue of the water—form a stark contrast, imbued with a raw, cold sense of power and an awe-inspiring industrial aesthetic, creating a tense and magnificent atmosphere.", + "seed": 26893, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_8/index_9941_seed_26893_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03930343091487885, + "vlm_logprob": -0.03930343091487885, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.03930343091487885, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04361167922616005 + ], + "opposite_logprob_tokens": [ + -3.793611764907837 + ], + "logprob_reward": -0.04361167922616005, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.04361167922616005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14544253051280975, + 0.10228130221366882, + 0.09900124371051788, + 0.3284272253513336, + 0.04531067982316017, + 0.023761462420225143, + 0.10997126996517181, + 0.044928573071956635, + 0.06272037327289581, + 0.038155313581228256 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.04361167922616005 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014227502048015594 + ], + "opposite_logprob_tokens": [ + -4.264227390289307 + ], + "logprob_reward": -0.014227502048015594, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014227502048015594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1766585111618042, + 0.09822970628738403, + 0.11772177368402481, + 0.20447871088981628, + 0.07275476306676865, + 0.05373789370059967, + 0.1073409914970398, + 0.09581062197685242, + 0.02451382204890251, + 0.04875314235687256 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.014227502048015594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297391831874847 + ], + "opposite_logprob_tokens": [ + -3.7732973098754883 + ], + "logprob_reward": -0.023297391831874847, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297391831874847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11324296146631241, + 0.08255680650472641, + 0.03849516808986664, + 0.13894648849964142, + 0.04048963263630867, + 0.05488584190607071, + 0.39880576729774475, + 0.06219767406582832, + 0.04429839923977852, + 0.026081258431077003 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.023297391831874847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902103453874588 + ], + "opposite_logprob_tokens": [ + -2.4640209674835205 + ], + "logprob_reward": -0.08902103453874588, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902103453874588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08747769892215729, + 0.12218759953975677, + 0.1720101535320282, + 0.23016932606697083, + 0.08165033906698227, + 0.035137176513671875, + 0.035433150827884674, + 0.13947798311710358, + 0.04418244585394859, + 0.05227413773536682 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.08902103453874588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359546929597855 + ], + "opposite_logprob_tokens": [ + -3.6513595581054688 + ], + "logprob_reward": -0.026359546929597855, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359546929597855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15833742916584015, + 0.1318451166152954, + 0.11192230880260468, + 0.3395356237888336, + 0.033418089151382446, + 0.03441643342375755, + 0.029624566435813904, + 0.06017850711941719, + 0.03978703171014786, + 0.060934893786907196 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.026359546929597855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a striking low-angle close-up, the camera tracks closely against the icy surface, moving alongside the ship's bow. The lens is covered with simulated frost, water stains, and tiny cracks, as if filmed from the perspective of a floating slab of ice. Like a moving mountain of steel, swayed by the powerful surface current, a massive icebreaker slowly but steadily navigates the deep, dark Arctic Ocean. The hull, a weathered crimson, is covered in rust, scratches, and dents from countless impacts. The cold, diffuse light beneath the gloomy polar sky reveals a cold metallic texture. With a steady and unstoppable presence, the bow thrusts forward with unwavering composure, crashing precisely and violently into a vast, thick, white floe. The moment of contact, the immense pressure causes a spiderweb of white cracks to appear on the solid surface, rapidly spreading within a thousandth of a second. Then, with a muffled crack, the entire floe shatters into countless crystalline chunks of varying sizes. The broken ice, pushed aside by the powerful currents on either side of the ship, tumbles and sinks into the deep blue water. The dominant tones of the entire painting—the deep red of the ship, the pure white of the ice and snow, and the deep blue of the water—form a stark contrast, imbued with a raw, cold sense of power and an awe-inspiring industrial aesthetic, creating a tense and magnificent atmosphere.", + "seed": 26894, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_8/index_9941_seed_26894_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04367974512279034, + "vlm_logprob": -0.04367974512279034, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.04367974512279034, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044328223913908005 + ], + "opposite_logprob_tokens": [ + -3.669328212738037 + ], + "logprob_reward": -0.044328223913908005, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.044328223913908005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11507579684257507, + 0.11690110713243484, + 0.09152180701494217, + 0.11753279715776443, + 0.13770602643489838, + 0.22434334456920624, + 0.09141368418931961, + 0.033099349588155746, + 0.03356105461716652, + 0.038844991475343704 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.044328223913908005 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606130361557007 + ], + "opposite_logprob_tokens": [ + -3.89560604095459 + ], + "logprob_reward": -0.020606130361557007, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606130361557007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11110461503267288, + 0.1547236293554306, + 0.14080820977687836, + 0.0910114273428917, + 0.058571863919496536, + 0.18959258496761322, + 0.10285363346338272, + 0.04371289536356926, + 0.04988524317741394, + 0.057735931128263474 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.020606130361557007 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343291625380516 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343291625380516, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343291625380516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1572113186120987, + 0.22544242441654205, + 0.09545394033193588, + 0.04232566058635712, + 0.039383891969919205, + 0.22035494446754456, + 0.052364591509103775, + 0.04236849397420883, + 0.032213255763053894, + 0.09288138896226883 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.026343291625380516 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901459723711014 + ], + "opposite_logprob_tokens": [ + -2.4640145301818848 + ], + "logprob_reward": -0.08901459723711014, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901459723711014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13053931295871735, + 0.04055630415678024, + 0.06792572140693665, + 0.0896693617105484, + 0.07458005845546722, + 0.09410089254379272, + 0.1265922486782074, + 0.13910599052906036, + 0.06603367626667023, + 0.17089636623859406 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.08901459723711014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810648247599602 + ], + "opposite_logprob_tokens": [ + -3.2881064414978027 + ], + "logprob_reward": -0.03810648247599602, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810648247599602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12332779169082642, + 0.06940590590238571, + 0.06349404156208038, + 0.07571577280759811, + 0.07311271131038666, + 0.1727813333272934, + 0.20519785583019257, + 0.030689317733049393, + 0.05578260496258736, + 0.13049259781837463 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.03810648247599602 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a striking low-angle close-up, the camera tracks closely against the icy surface, moving alongside the ship's bow. The lens is covered with simulated frost, water stains, and tiny cracks, as if filmed from the perspective of a floating slab of ice. Like a moving mountain of steel, swayed by the powerful surface current, a massive icebreaker slowly but steadily navigates the deep, dark Arctic Ocean. The hull, a weathered crimson, is covered in rust, scratches, and dents from countless impacts. The cold, diffuse light beneath the gloomy polar sky reveals a cold metallic texture. With a steady and unstoppable presence, the bow thrusts forward with unwavering composure, crashing precisely and violently into a vast, thick, white floe. The moment of contact, the immense pressure causes a spiderweb of white cracks to appear on the solid surface, rapidly spreading within a thousandth of a second. Then, with a muffled crack, the entire floe shatters into countless crystalline chunks of varying sizes. The broken ice, pushed aside by the powerful currents on either side of the ship, tumbles and sinks into the deep blue water. The dominant tones of the entire painting—the deep red of the ship, the pure white of the ice and snow, and the deep blue of the water—form a stark contrast, imbued with a raw, cold sense of power and an awe-inspiring industrial aesthetic, creating a tense and magnificent atmosphere.", + "seed": 26895, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_8/index_9941_seed_26895_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04242414683103561, + "vlm_logprob": -0.04242414683103561, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.04242414683103561, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10668244957923889 + ], + "opposite_logprob_tokens": [ + -2.356682538986206 + ], + "logprob_reward": -0.10668244957923889, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10668244957923889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24814775586128235, + 0.055072106420993805, + 0.3309676945209503, + 0.047560252249240875, + 0.08883211761713028, + 0.11408956348896027, + 0.02700178697705269, + 0.02127484604716301, + 0.022128332406282425, + 0.04492552578449249 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.10668244957923889 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332173101603985 + ], + "opposite_logprob_tokens": [ + -3.7733216285705566 + ], + "logprob_reward": -0.02332173101603985, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332173101603985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1548139601945877, + 0.10627647489309311, + 0.0864296555519104, + 0.07892393320798874, + 0.04780610650777817, + 0.2831994593143463, + 0.09559362381696701, + 0.05060441046953201, + 0.049054279923439026, + 0.04729806259274483 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.02332173101603985 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029808273538947105 + ], + "opposite_logprob_tokens": [ + -3.529808282852173 + ], + "logprob_reward": -0.029808273538947105, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029808273538947105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09535699337720871, + 0.023549942299723625, + 0.19257861375808716, + 0.07326296716928482, + 0.07699695974588394, + 0.19400599598884583, + 0.0933147519826889, + 0.04633679613471031, + 0.09605317562818527, + 0.1085437685251236 + ], + "top_frames": [ + 5, + 2, + 9 + ], + "selected_reward": -0.029808273538947105 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198355376720428 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198355376720428, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198355376720428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048997096717357635, + 0.021324392408132553, + 0.12059727311134338, + 0.07714410126209259, + 0.02030148357152939, + 0.1651236116886139, + 0.28547313809394836, + 0.06104413792490959, + 0.16362395882606506, + 0.03637077286839485 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.014198355376720428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle in a close-up view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera track closely alongside the bow of a massive icebreaker ship?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ship's hull a weathered crimson color covered in rust, scratches, and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ship crash violently into a thick white ice floe, causing it to shatter into crystalline chunks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lens covered with simulated frost, water stains, and tiny cracks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038109924644231796 + ], + "opposite_logprob_tokens": [ + -3.2881100177764893 + ], + "logprob_reward": -0.038109924644231796, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038109924644231796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1507893055677414, + 0.04897237941622734, + 0.1496421992778778, + 0.050134893506765366, + 0.016524221748113632, + 0.21832309663295746, + 0.2222166806459427, + 0.0367489717900753, + 0.022362062707543373, + 0.08428621292114258 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.038109924644231796 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_9/index_tensor([3064, 3064])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_9/index_tensor([3064, 3064])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0332ac20bf9c3605b821b90554904747b7ff9148 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_9/index_tensor([3064, 3064])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, static, wide-angle shot, captured with the breathtaking clarity and precision of high-speed nature photography, captures a moment of destructive beauty in the twilight jungle. The frame is dominated by a massive, ancient Mucuna birdwoodiana vine, its thick, woody stem gnarled and twisted with age. In mesmerizing super-slow motion, a line of fire inexorably advances up the vine; tiny glowing embers crawl along the fibrous bark like incandescent insects, leaving a black charcoal trail in their wake. The intense radiant heat visibly ripples through the air and begins to devour the long, dangling, emerald green petals. The camera captures in microscopic detail how the edges of each petal first turn a crisp brown, then rapidly blacken and curl inward, shrinking at the touch of the flame. The scene is illuminated entirely by the pulsating fiery red-orange glow of the burning flame, casting dramatic dancing shadows and highlighting the vine's rough texture against the dark, deeply blurred backdrop of the nighttime jungle. The atmosphere is one of tragic, hypnotic splendor, a powerful, silent conflict between vibrant life and relentless destruction.", + "seed": 13211, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_9/index_3064_seed_13211_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1756265826523304, + "vlm_logprob": -0.1756265826523304, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.1756265826523304, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7664954662322998 + ], + "opposite_logprob_tokens": [ + -0.6414954662322998 + ], + "logprob_reward": -0.7664954662322998, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7664954662322998, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13924933969974518, + 0.08841480314731598, + 0.09480497241020203, + 0.04483756422996521, + 0.36041831970214844, + 0.06427982449531555, + 0.030075760558247566, + 0.02874179184436798, + 0.09192964434623718, + 0.05724799633026123 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.7664954662322998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043100737035274506 + ], + "opposite_logprob_tokens": [ + -3.1681008338928223 + ], + "logprob_reward": -0.043100737035274506, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043100737035274506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.110006183385849, + 0.4336554706096649, + 0.08931510895490646, + 0.04411526769399643, + 0.13466808199882507, + 0.03577445074915886, + 0.0230337455868721, + 0.06308713555335999, + 0.04056736081838608, + 0.025777263566851616 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.043100737035274506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014223741367459297 + ], + "opposite_logprob_tokens": [ + -4.264223575592041 + ], + "logprob_reward": -0.014223741367459297, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014223741367459297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1832914799451828, + 0.052620336413383484, + 0.06515248864889145, + 0.059704530984163284, + 0.16139008104801178, + 0.15235191583633423, + 0.0694446861743927, + 0.09562458097934723, + 0.10690436512231827, + 0.05351554602384567 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.014223741367459297 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033726222813129425 + ], + "opposite_logprob_tokens": [ + -3.408726215362549 + ], + "logprob_reward": -0.033726222813129425, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033726222813129425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12419120967388153, + 0.201239675283432, + 0.06018973886966705, + 0.12848900258541107, + 0.12171541899442673, + 0.13776664435863495, + 0.04509411379694939, + 0.05637961998581886, + 0.04172158241271973, + 0.08321291953325272 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.033726222813129425 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058674581348896 + ], + "opposite_logprob_tokens": [ + -3.8955867290496826 + ], + "logprob_reward": -0.02058674581348896, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058674581348896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12929369509220123, + 0.10437695682048798, + 0.12060701102018356, + 0.08107563853263855, + 0.07077117264270782, + 0.09948498755693436, + 0.12476132065057755, + 0.19510622322559357, + 0.03824581578373909, + 0.036277201026678085 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.02058674581348896 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, static, wide-angle shot, captured with the breathtaking clarity and precision of high-speed nature photography, captures a moment of destructive beauty in the twilight jungle. The frame is dominated by a massive, ancient Mucuna birdwoodiana vine, its thick, woody stem gnarled and twisted with age. In mesmerizing super-slow motion, a line of fire inexorably advances up the vine; tiny glowing embers crawl along the fibrous bark like incandescent insects, leaving a black charcoal trail in their wake. The intense radiant heat visibly ripples through the air and begins to devour the long, dangling, emerald green petals. The camera captures in microscopic detail how the edges of each petal first turn a crisp brown, then rapidly blacken and curl inward, shrinking at the touch of the flame. The scene is illuminated entirely by the pulsating fiery red-orange glow of the burning flame, casting dramatic dancing shadows and highlighting the vine's rough texture against the dark, deeply blurred backdrop of the nighttime jungle. The atmosphere is one of tragic, hypnotic splendor, a powerful, silent conflict between vibrant life and relentless destruction.", + "seed": 13212, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_9/index_3064_seed_13212_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1248353561386466, + "vlm_logprob": -0.1248353561386466, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.1248353561386466, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4322035610675812 + ], + "opposite_logprob_tokens": [ + -1.0572035312652588 + ], + "logprob_reward": -0.4322035610675812, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4322035610675812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10912345349788666, + 0.052817873656749725, + 0.16419486701488495, + 0.0617293044924736, + 0.09102477133274078, + 0.08137528598308563, + 0.20083536207675934, + 0.11448231339454651, + 0.06033692508935928, + 0.06407984346151352 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.4322035610675812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01422515232115984 + ], + "opposite_logprob_tokens": [ + -4.264225006103516 + ], + "logprob_reward": -0.01422515232115984, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01422515232115984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11739268153905869, + 0.0430915392935276, + 0.09213968366384506, + 0.04292482137680054, + 0.1921728551387787, + 0.10249827057123184, + 0.27023494243621826, + 0.02528299018740654, + 0.07269930839538574, + 0.041562870144844055 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.01422515232115984 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609968952834606 + ], + "opposite_logprob_tokens": [ + -4.141099452972412 + ], + "logprob_reward": -0.01609968952834606, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609968952834606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07695121318101883, + 0.032153572887182236, + 0.09616484493017197, + 0.02057148702442646, + 0.06816922128200531, + 0.029217028990387917, + 0.43560558557510376, + 0.023761745542287827, + 0.171100452542305, + 0.046304862946271896 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.01609968952834606 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048694632947444916 + ], + "opposite_logprob_tokens": [ + -3.048694610595703 + ], + "logprob_reward": -0.048694632947444916, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048694632947444916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12434606999158859, + 0.06436165422201157, + 0.04556639492511749, + 0.05083422362804413, + 0.1059524267911911, + 0.11252115666866302, + 0.22783133387565613, + 0.10850425809621811, + 0.08924928307533264, + 0.07083315402269363 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.048694632947444916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295374482870102 + ], + "opposite_logprob_tokens": [ + -2.2379536628723145 + ], + "logprob_reward": -0.11295374482870102, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295374482870102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17137587070465088, + 0.07816439867019653, + 0.05399588868021965, + 0.04780415818095207, + 0.031985025852918625, + 0.07113008201122284, + 0.10162334144115448, + 0.10526024550199509, + 0.3049856424331665, + 0.0336754247546196 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.11295374482870102 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, static, wide-angle shot, captured with the breathtaking clarity and precision of high-speed nature photography, captures a moment of destructive beauty in the twilight jungle. The frame is dominated by a massive, ancient Mucuna birdwoodiana vine, its thick, woody stem gnarled and twisted with age. In mesmerizing super-slow motion, a line of fire inexorably advances up the vine; tiny glowing embers crawl along the fibrous bark like incandescent insects, leaving a black charcoal trail in their wake. The intense radiant heat visibly ripples through the air and begins to devour the long, dangling, emerald green petals. The camera captures in microscopic detail how the edges of each petal first turn a crisp brown, then rapidly blacken and curl inward, shrinking at the touch of the flame. The scene is illuminated entirely by the pulsating fiery red-orange glow of the burning flame, casting dramatic dancing shadows and highlighting the vine's rough texture against the dark, deeply blurred backdrop of the nighttime jungle. The atmosphere is one of tragic, hypnotic splendor, a powerful, silent conflict between vibrant life and relentless destruction.", + "seed": 13213, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_9/index_3064_seed_13213_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09665213329717517, + "vlm_logprob": -0.09665213329717517, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.09665213329717517, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39186301827430725 + ], + "opposite_logprob_tokens": [ + -1.1418629884719849 + ], + "logprob_reward": -0.39186301827430725, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.39186301827430725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15049058198928833, + 0.13516345620155334, + 0.08674068748950958, + 0.08436266332864761, + 0.07030879706144333, + 0.070170097053051, + 0.0777892991900444, + 0.09195836633443832, + 0.02938382513821125, + 0.20363223552703857 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.39186301827430725 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026376383379101753 + ], + "opposite_logprob_tokens": [ + -3.651376485824585 + ], + "logprob_reward": -0.026376383379101753, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026376383379101753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12090757489204407, + 0.11275674402713776, + 0.20990583300590515, + 0.050714898854494095, + 0.10457710921764374, + 0.06676793843507767, + 0.07945304363965988, + 0.06933993846178055, + 0.10943534225225449, + 0.07614158093929291 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.026376383379101753 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005270159337669611 + ], + "opposite_logprob_tokens": [ + -5.255270004272461 + ], + "logprob_reward": -0.005270159337669611, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005270159337669611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09195049107074738, + 0.09254492819309235, + 0.1465747058391571, + 0.0655311569571495, + 0.08199945092201233, + 0.14557330310344696, + 0.13868722319602966, + 0.10570894181728363, + 0.07704530656337738, + 0.05438452214002609 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.005270159337669611 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011093487031757832 + ], + "opposite_logprob_tokens": [ + -4.511093616485596 + ], + "logprob_reward": -0.011093487031757832, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011093487031757832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08316808193922043, + 0.05082709342241287, + 0.18508507311344147, + 0.06473807245492935, + 0.09775407612323761, + 0.041315145790576935, + 0.13973841071128845, + 0.16438893973827362, + 0.10280563682317734, + 0.07017940282821655 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.011093487031757832 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486576184630394 + ], + "opposite_logprob_tokens": [ + -3.0486576557159424 + ], + "logprob_reward": -0.0486576184630394, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486576184630394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.131347194314003, + 0.090819351375103, + 0.06946627795696259, + 0.07113547623157501, + 0.05348503217101097, + 0.17776073515415192, + 0.04351189360022545, + 0.1347508579492569, + 0.14835470914840698, + 0.07936852425336838 + ], + "top_frames": [ + 5, + 8, + 7 + ], + "selected_reward": -0.0486576184630394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, static, wide-angle shot, captured with the breathtaking clarity and precision of high-speed nature photography, captures a moment of destructive beauty in the twilight jungle. The frame is dominated by a massive, ancient Mucuna birdwoodiana vine, its thick, woody stem gnarled and twisted with age. In mesmerizing super-slow motion, a line of fire inexorably advances up the vine; tiny glowing embers crawl along the fibrous bark like incandescent insects, leaving a black charcoal trail in their wake. The intense radiant heat visibly ripples through the air and begins to devour the long, dangling, emerald green petals. The camera captures in microscopic detail how the edges of each petal first turn a crisp brown, then rapidly blacken and curl inward, shrinking at the touch of the flame. The scene is illuminated entirely by the pulsating fiery red-orange glow of the burning flame, casting dramatic dancing shadows and highlighting the vine's rough texture against the dark, deeply blurred backdrop of the nighttime jungle. The atmosphere is one of tragic, hypnotic splendor, a powerful, silent conflict between vibrant life and relentless destruction.", + "seed": 13214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000274/group_9/index_3064_seed_13214_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19534075828269123, + "vlm_logprob": -0.19534075828269123, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.19534075828269123, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8316646814346313 + ], + "opposite_logprob_tokens": [ + -0.5816646814346313 + ], + "logprob_reward": -0.8316646814346313, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8316646814346313, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1718413382768631, + 0.1734403371810913, + 0.07314261794090271, + 0.05430541932582855, + 0.0317801870405674, + 0.04982073977589607, + 0.08903719484806061, + 0.14872202277183533, + 0.10273552685976028, + 0.10517459362745285 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.8316646814346313 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036283731460571 + ], + "opposite_logprob_tokens": [ + -2.350362777709961 + ], + "logprob_reward": -0.10036283731460571, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036283731460571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14407426118850708, + 0.2452027052640915, + 0.08021057397127151, + 0.057078197598457336, + 0.023872505873441696, + 0.030967209488153458, + 0.09575158357620239, + 0.11268291622400284, + 0.1315167248249054, + 0.07864326238632202 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.10036283731460571 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004112122114747763 + ], + "opposite_logprob_tokens": [ + -5.504112243652344 + ], + "logprob_reward": -0.004112122114747763, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004112122114747763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19863365590572357, + 0.22565053403377533, + 0.0453823022544384, + 0.07050254940986633, + 0.06361056119203568, + 0.024050273001194, + 0.0882367417216301, + 0.1703234314918518, + 0.06714432686567307, + 0.0464656800031662 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.004112122114747763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421563234180212 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.01421563234180212, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421563234180212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16189907491207123, + 0.26722636818885803, + 0.07225891947746277, + 0.055529918521642685, + 0.11743828654289246, + 0.046893954277038574, + 0.1317148506641388, + 0.045010555535554886, + 0.043687935918569565, + 0.05834012106060982 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.01421563234180212 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, ancient Mucuna birdwoodiana vine with a thick, woody stem?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a line of fire advancing up the vine with tiny glowing embers crawling along the bark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, dangling emerald green petals visible that are turning brown, blackening, and curling inward due to the heat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated entirely by the pulsating fiery red-orange glow of the burning flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a single, static, wide-angle view with a dark, deeply blurred backdrop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348518207669258 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.026348518207669258, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348518207669258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24832308292388916, + 0.09692882001399994, + 0.13449952006340027, + 0.059797681868076324, + 0.04341554269194603, + 0.06440255790948868, + 0.07832089811563492, + 0.09278223663568497, + 0.054779261350631714, + 0.1267503947019577 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.026348518207669258 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_0/index_tensor([7719, 7719])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_0/index_tensor([7719, 7719])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9db89f7f760ed72698dc2afbe0d279adf4161d25 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_0/index_tensor([7719, 7719])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, static macro shot captures the chaotic scene of a hermit crab scurrying across a dark, damp, shimmering surface of volcanic rock, a scene composed of the rich textures and dramatic black-and-white lighting of a Dutch still life. It's lifelike. A single, powerful light source from the side carves deep, velvety shadows and brilliantly highlights the shimmering moisture on the rock and the intricate details of the subject. Dozens of hermit crabs, their exoskeletons a vibrant blend of fiery red and deep orange, move with a frantic, overlapping energy, their legs swaying as they gather around a magnificent pile of discarded shells. The highly detailed camera meticulously renders the unique patterns on each shell—the spiraling whorls of veins, the shell's milky, pearlescent interior, and the sharp, spiny protrusions of the inkstone. The crabs are constantly in motion, some cautiously inspecting empty shells by probing with their tentacles, others deliberately flipping and examining potential new homes with their pincers, while the central action of the exchange occurs as a crab quickly removes its soft, fragile body from its old shell to secure a new, more suitable one, creating an atmosphere of visceral, micro-drama that is both fascinating and tense.", + "seed": 23775, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_0/index_7719_seed_23775_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13199779521673918, + "vlm_logprob": -0.13199779521673918, + "vlm_yes_no_margin": 2.775000011920929, + "vlm_token_credit": -0.13199779521673918, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015182173810899258 + ], + "opposite_logprob_tokens": [ + -4.515182018280029 + ], + "logprob_reward": -0.015182173810899258, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.015182173810899258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20550702512264252, + 0.11921203881502151, + 0.07808684557676315, + 0.04619854316115379, + 0.051786158233881, + 0.053665172308683395, + 0.06375481188297272, + 0.03423040732741356, + 0.1360670030117035, + 0.21149200201034546 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.015182173810899258 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029832571744918823 + ], + "opposite_logprob_tokens": [ + -3.529832601547241 + ], + "logprob_reward": -0.029832571744918823, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029832571744918823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.264920711517334, + 0.2314041256904602, + 0.045298896729946136, + 0.04622150585055351, + 0.07537602633237839, + 0.026034068316221237, + 0.028420379385352135, + 0.08306285738945007, + 0.0950203388929367, + 0.10424109548330307 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.029832571744918823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38704556226730347 + ], + "opposite_logprob_tokens": [ + -1.1370456218719482 + ], + "logprob_reward": -0.38704556226730347, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38704556226730347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1694699376821518, + 0.08248738199472427, + 0.19160227477550507, + 0.05088432878255844, + 0.05571161210536957, + 0.03418225795030594, + 0.0382949560880661, + 0.07459922879934311, + 0.16801752150058746, + 0.1347505897283554 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.38704556226730347 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358038187026978 + ], + "opposite_logprob_tokens": [ + -3.651358127593994 + ], + "logprob_reward": -0.026358038187026978, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358038187026978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13734638690948486, + 0.18525430560112, + 0.09631355106830597, + 0.060598332434892654, + 0.11267321556806564, + 0.0557025708258152, + 0.04138558357954025, + 0.06221518665552139, + 0.11157066375017166, + 0.13694027066230774 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.026358038187026978 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157063007354736 + ], + "opposite_logprob_tokens": [ + -1.7015706300735474 + ], + "logprob_reward": -0.20157063007354736, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157063007354736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17936506867408752, + 0.1415538489818573, + 0.07749620825052261, + 0.03945146128535271, + 0.02503880113363266, + 0.033097561448812485, + 0.030878838151693344, + 0.04785570874810219, + 0.2177148163318634, + 0.20754769444465637 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.20157063007354736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, static macro shot captures the chaotic scene of a hermit crab scurrying across a dark, damp, shimmering surface of volcanic rock, a scene composed of the rich textures and dramatic black-and-white lighting of a Dutch still life. It's lifelike. A single, powerful light source from the side carves deep, velvety shadows and brilliantly highlights the shimmering moisture on the rock and the intricate details of the subject. Dozens of hermit crabs, their exoskeletons a vibrant blend of fiery red and deep orange, move with a frantic, overlapping energy, their legs swaying as they gather around a magnificent pile of discarded shells. The highly detailed camera meticulously renders the unique patterns on each shell—the spiraling whorls of veins, the shell's milky, pearlescent interior, and the sharp, spiny protrusions of the inkstone. The crabs are constantly in motion, some cautiously inspecting empty shells by probing with their tentacles, others deliberately flipping and examining potential new homes with their pincers, while the central action of the exchange occurs as a crab quickly removes its soft, fragile body from its old shell to secure a new, more suitable one, creating an atmosphere of visceral, micro-drama that is both fascinating and tense.", + "seed": 23776, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_0/index_7719_seed_23776_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2538368344306946, + "vlm_logprob": -0.2538368344306946, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.2538368344306946, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014440787956118584 + ], + "opposite_logprob_tokens": [ + -4.639441013336182 + ], + "logprob_reward": -0.014440787956118584, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.014440787956118584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12882660329341888, + 0.06301259249448776, + 0.11752115190029144, + 0.038168057799339294, + 0.04646845906972885, + 0.03317424654960632, + 0.41261905431747437, + 0.06981667876243591, + 0.02841154672205448, + 0.06198164448142052 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.014440787956118584 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026381375268101692 + ], + "opposite_logprob_tokens": [ + -3.651381492614746 + ], + "logprob_reward": -0.026381375268101692, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026381375268101692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11833909898996353, + 0.048573821783065796, + 0.06793372333049774, + 0.0921974927186966, + 0.17255541682243347, + 0.0426238551735878, + 0.309702068567276, + 0.07385794818401337, + 0.043571509420871735, + 0.030645089223980904 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.026381375268101692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983269929885864 + ], + "opposite_logprob_tokens": [ + -0.5233269929885864 + ], + "logprob_reward": -0.8983269929885864, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983269929885864, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1943964809179306, + 0.23876865208148956, + 0.09135952591896057, + 0.06146900728344917, + 0.18892353773117065, + 0.07257743179798126, + 0.0747407004237175, + 0.0454568937420845, + 0.01651742309331894, + 0.015790391713380814 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.8983269929885864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867623746395111 + ], + "opposite_logprob_tokens": [ + -3.0486762523651123 + ], + "logprob_reward": -0.04867623746395111, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867623746395111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19156378507614136, + 0.1528812199831009, + 0.07320473343133926, + 0.1003730297088623, + 0.1060982421040535, + 0.122745081782341, + 0.12923678755760193, + 0.06177736446261406, + 0.03623458370566368, + 0.025885136798024178 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04867623746395111 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813587784767151 + ], + "opposite_logprob_tokens": [ + -1.4063587188720703 + ], + "logprob_reward": -0.2813587784767151, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813587784767151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11503297835588455, + 0.057894960045814514, + 0.05704934895038605, + 0.04345078766345978, + 0.06361613422632217, + 0.054289523512125015, + 0.4481639862060547, + 0.035424329340457916, + 0.07798432558774948, + 0.04709356650710106 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.2813587784767151 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, static macro shot captures the chaotic scene of a hermit crab scurrying across a dark, damp, shimmering surface of volcanic rock, a scene composed of the rich textures and dramatic black-and-white lighting of a Dutch still life. It's lifelike. A single, powerful light source from the side carves deep, velvety shadows and brilliantly highlights the shimmering moisture on the rock and the intricate details of the subject. Dozens of hermit crabs, their exoskeletons a vibrant blend of fiery red and deep orange, move with a frantic, overlapping energy, their legs swaying as they gather around a magnificent pile of discarded shells. The highly detailed camera meticulously renders the unique patterns on each shell—the spiraling whorls of veins, the shell's milky, pearlescent interior, and the sharp, spiny protrusions of the inkstone. The crabs are constantly in motion, some cautiously inspecting empty shells by probing with their tentacles, others deliberately flipping and examining potential new homes with their pincers, while the central action of the exchange occurs as a crab quickly removes its soft, fragile body from its old shell to secure a new, more suitable one, creating an atmosphere of visceral, micro-drama that is both fascinating and tense.", + "seed": 23777, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_0/index_7719_seed_23777_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20640865489840507, + "vlm_logprob": -0.20640865489840507, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.20640865489840507, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025221390649676323 + ], + "opposite_logprob_tokens": [ + -3.900221347808838 + ], + "logprob_reward": -0.025221390649676323, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.025221390649676323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1993686705827713, + 0.07556808739900589, + 0.06221563741564751, + 0.09671308845281601, + 0.09700167179107666, + 0.04367418587207794, + 0.07048409432172775, + 0.10479721426963806, + 0.11128738522529602, + 0.13889002799987793 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.025221390649676323 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822698675096035 + ], + "opposite_logprob_tokens": [ + -4.0182271003723145 + ], + "logprob_reward": -0.01822698675096035, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01822698675096035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1224374994635582, + 0.07219190150499344, + 0.06252890825271606, + 0.08271299302577972, + 0.12198784947395325, + 0.043511390686035156, + 0.0286626685410738, + 0.23160192370414734, + 0.05047372728586197, + 0.18389111757278442 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.01822698675096035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933803558349609 + ], + "opposite_logprob_tokens": [ + -0.6933803558349609 + ], + "logprob_reward": -0.6933803558349609, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933803558349609, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14163020253181458, + 0.05567792430520058, + 0.08016074448823929, + 0.08892364054918289, + 0.02549215406179428, + 0.023085545748472214, + 0.04182591289281845, + 0.32541579008102417, + 0.1051022931933403, + 0.11268578469753265 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.6933803558349609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043085552752017975 + ], + "opposite_logprob_tokens": [ + -3.1680855751037598 + ], + "logprob_reward": -0.043085552752017975, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043085552752017975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15997858345508575, + 0.06037535518407822, + 0.08237556368112564, + 0.07331940531730652, + 0.11301043629646301, + 0.03801139444112778, + 0.026988409459590912, + 0.1233607828617096, + 0.15963581204414368, + 0.1629442572593689 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.043085552752017975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521289885044098 + ], + "opposite_logprob_tokens": [ + -1.5021289587020874 + ], + "logprob_reward": -0.2521289885044098, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521289885044098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12263520061969757, + 0.054758038371801376, + 0.051405169069767, + 0.07052519172430038, + 0.0434793159365654, + 0.04509731009602547, + 0.04302969574928284, + 0.1452546864748001, + 0.14680661261081696, + 0.2770087420940399 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.2521289885044098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, static macro shot captures the chaotic scene of a hermit crab scurrying across a dark, damp, shimmering surface of volcanic rock, a scene composed of the rich textures and dramatic black-and-white lighting of a Dutch still life. It's lifelike. A single, powerful light source from the side carves deep, velvety shadows and brilliantly highlights the shimmering moisture on the rock and the intricate details of the subject. Dozens of hermit crabs, their exoskeletons a vibrant blend of fiery red and deep orange, move with a frantic, overlapping energy, their legs swaying as they gather around a magnificent pile of discarded shells. The highly detailed camera meticulously renders the unique patterns on each shell—the spiraling whorls of veins, the shell's milky, pearlescent interior, and the sharp, spiny protrusions of the inkstone. The crabs are constantly in motion, some cautiously inspecting empty shells by probing with their tentacles, others deliberately flipping and examining potential new homes with their pincers, while the central action of the exchange occurs as a crab quickly removes its soft, fragile body from its old shell to secure a new, more suitable one, creating an atmosphere of visceral, micro-drama that is both fascinating and tense.", + "seed": 23778, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_0/index_7719_seed_23778_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1049907423555851, + "vlm_logprob": -0.1049907423555851, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.1049907423555851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014422222971916199 + ], + "opposite_logprob_tokens": [ + -4.639422416687012 + ], + "logprob_reward": -0.014422222971916199, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.014422222971916199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08974169939756393, + 0.1630932092666626, + 0.025612732395529747, + 0.022043967619538307, + 0.07419870048761368, + 0.3923613429069519, + 0.08971560001373291, + 0.04790067672729492, + 0.04421650990843773, + 0.051115524023771286 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.014422222971916199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060554549098015 + ], + "opposite_logprob_tokens": [ + -3.8956055641174316 + ], + "logprob_reward": -0.02060554549098015, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060554549098015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07805366814136505, + 0.10101576149463654, + 0.06434166431427002, + 0.01972060091793537, + 0.064468614757061, + 0.46482253074645996, + 0.12390394508838654, + 0.03794857859611511, + 0.023514745756983757, + 0.02220991626381874 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.02060554549098015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134259879589081 + ], + "opposite_logprob_tokens": [ + -1.3134260177612305 + ], + "logprob_reward": -0.3134259879589081, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134259879589081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03224007412791252, + 0.14657732844352722, + 0.022420644760131836, + 0.03561561927199364, + 0.04250357672572136, + 0.5196671485900879, + 0.08985652774572372, + 0.07169312983751297, + 0.026293551549315453, + 0.01313240546733141 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.3134259879589081 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370063751935959 + ], + "opposite_logprob_tokens": [ + -3.408700704574585 + ], + "logprob_reward": -0.03370063751935959, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370063751935959, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04236322268843651, + 0.114628367125988, + 0.0369766503572464, + 0.022618047893047333, + 0.05501123145222664, + 0.1365828514099121, + 0.5060465335845947, + 0.011057914234697819, + 0.035646703094244, + 0.03906850889325142 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.03370063751935959 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle macro view of hermit crabs on a dark, damp volcanic rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by a single powerful side source creating deep shadows and highlighting moisture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the hermit crabs depicted with vibrant fiery red and deep orange exoskeletons moving frantically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a pile of discarded shells showing detailed patterns like spiraling veins and pearlescent interiors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show crabs actively exchanging shells, including removing old ones and inspecting new ones with pincers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279931783676147 + ], + "opposite_logprob_tokens": [ + -2.0177993774414062 + ], + "logprob_reward": -0.14279931783676147, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279931783676147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08013226836919785, + 0.04774279519915581, + 0.04668384790420532, + 0.026895731687545776, + 0.10676117241382599, + 0.4911707043647766, + 0.06109832227230072, + 0.06122957170009613, + 0.05753284692764282, + 0.020752742886543274 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.14279931783676147 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_1/index_tensor([961, 961])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_1/index_tensor([961, 961])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..239b6d80e5e37452212518611be35a8bda0e5eed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_1/index_tensor([961, 961])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, long shot captured from a high-altitude drone perspective. The camera slowly and steadily pans to the right, precisely tracking a deep green sea, rendered unusually turbid by the powerful upwelling. In the center of the frame, a massive pipe-laying vessel stands like a moving steel island. Its dark gray hull contrasts sharply with its superstructure, painted a striking industrial yellow. Its sides bear traces of slight sea erosion and rust. The deck is dotted with a complex system of cranes, winches, and densely packed pipe-welding stations. A massive, tilted structure at the stern, known as a stinger, plays a central role. This system steadily and calmly lowers a massive steel pipeline, coated in black for corrosion resistance, into the sea, one section at a time. As the end of the pipeline meets the water, churning with milky white foam and silt from the upwelling, it stirs up a swirl of white spray before rapidly disappearing into a vortex of interwoven ochre and dark green. In the scattered sunlight beneath thin cloud cover, the entire scene presents a cold and solemn industrial beauty, highlighting the confrontation between the grandeur of human engineering and the primitive power of nature, creating an atmosphere of focus, grandeur and tension.", + "seed": 23189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_1/index_961_seed_23189_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04440411627292633, + "vlm_logprob": -0.04440411627292633, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04440411627292633, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11849919706583023 + ], + "opposite_logprob_tokens": [ + -2.243499279022217 + ], + "logprob_reward": -0.11849919706583023, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11849919706583023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08758538961410522, + 0.07188291847705841, + 0.12978586554527283, + 0.01971576362848282, + 0.03818472847342491, + 0.014574785716831684, + 0.03954533860087395, + 0.5033131837844849, + 0.047787778079509735, + 0.047624263912439346 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.11849919706583023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497020483016968 + ], + "opposite_logprob_tokens": [ + -2.9299702644348145 + ], + "logprob_reward": -0.05497020483016968, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497020483016968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10373393446207047, + 0.05323346331715584, + 0.02248743362724781, + 0.01918567158281803, + 0.033141057938337326, + 0.05524607375264168, + 0.13568423688411713, + 0.43820297718048096, + 0.03427712991833687, + 0.10480806976556778 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.05497020483016968 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097875464707613 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.0097875464707613, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097875464707613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17341820895671844, + 0.060473911464214325, + 0.17244236171245575, + 0.02647344581782818, + 0.04944557696580887, + 0.016333092004060745, + 0.06384658813476562, + 0.32914644479751587, + 0.022467302158474922, + 0.08595308661460876 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0097875464707613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585810765624046 + ], + "opposite_logprob_tokens": [ + -3.895585775375366 + ], + "logprob_reward": -0.020585810765624046, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585810765624046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11805953085422516, + 0.09063880890607834, + 0.38561713695526123, + 0.030164392665028572, + 0.07797079533338547, + 0.025938108563423157, + 0.10344278067350388, + 0.0517713725566864, + 0.036864716559648514, + 0.07953235507011414 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.020585810765624046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181778222322464 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.0181778222322464, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0181778222322464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1455707848072052, + 0.2109302282333374, + 0.06102278083562851, + 0.03543638810515404, + 0.0497288778424263, + 0.018534472212195396, + 0.04709026962518692, + 0.3799021244049072, + 0.014420603401958942, + 0.037363506853580475 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.0181778222322464 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, long shot captured from a high-altitude drone perspective. The camera slowly and steadily pans to the right, precisely tracking a deep green sea, rendered unusually turbid by the powerful upwelling. In the center of the frame, a massive pipe-laying vessel stands like a moving steel island. Its dark gray hull contrasts sharply with its superstructure, painted a striking industrial yellow. Its sides bear traces of slight sea erosion and rust. The deck is dotted with a complex system of cranes, winches, and densely packed pipe-welding stations. A massive, tilted structure at the stern, known as a stinger, plays a central role. This system steadily and calmly lowers a massive steel pipeline, coated in black for corrosion resistance, into the sea, one section at a time. As the end of the pipeline meets the water, churning with milky white foam and silt from the upwelling, it stirs up a swirl of white spray before rapidly disappearing into a vortex of interwoven ochre and dark green. In the scattered sunlight beneath thin cloud cover, the entire scene presents a cold and solemn industrial beauty, highlighting the confrontation between the grandeur of human engineering and the primitive power of nature, creating an atmosphere of focus, grandeur and tension.", + "seed": 23190, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_1/index_961_seed_23190_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2561882112175226, + "vlm_logprob": -0.2561882112175226, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.2561882112175226, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1434550285339355 + ], + "opposite_logprob_tokens": [ + -0.39345502853393555 + ], + "logprob_reward": -1.1434550285339355, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1434550285339355, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.28186511993408203, + 0.08667857944965363, + 0.16355925798416138, + 0.10130995512008667, + 0.038353484123945236, + 0.04666818678379059, + 0.08601559698581696, + 0.08026982843875885, + 0.08110670000314713, + 0.0341733917593956 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -1.1434550285339355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054988373070955276 + ], + "opposite_logprob_tokens": [ + -2.929988384246826 + ], + "logprob_reward": -0.054988373070955276, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054988373070955276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20804597437381744, + 0.12651659548282623, + 0.31077003479003906, + 0.06721557676792145, + 0.0656399205327034, + 0.04847751185297966, + 0.04213961213827133, + 0.04949570074677467, + 0.053991708904504776, + 0.027707360684871674 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.054988373070955276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355251669883728 + ], + "opposite_logprob_tokens": [ + -3.651355266571045 + ], + "logprob_reward": -0.026355251669883728, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355251669883728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18643665313720703, + 0.29887184500694275, + 0.13588716089725494, + 0.12779457867145538, + 0.02415219321846962, + 0.048494309186935425, + 0.022560251876711845, + 0.03890256956219673, + 0.07755570113658905, + 0.03934473544359207 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.026355251669883728 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805263504385948 + ], + "opposite_logprob_tokens": [ + -3.5298051834106445 + ], + "logprob_reward": -0.029805263504385948, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805263504385948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14586758613586426, + 0.2787420153617859, + 0.09069745987653732, + 0.07595687359571457, + 0.05097133293747902, + 0.12408159673213959, + 0.02544640749692917, + 0.059908464550971985, + 0.08102740347385406, + 0.06730081886053085 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.029805263504385948 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026337139308452606 + ], + "opposite_logprob_tokens": [ + -3.651337146759033 + ], + "logprob_reward": -0.026337139308452606, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026337139308452606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14563606679439545, + 0.2147209346294403, + 0.09178818762302399, + 0.04872066155076027, + 0.07729817181825638, + 0.11197546124458313, + 0.035199083387851715, + 0.10789492726325989, + 0.11292517185211182, + 0.05384134128689766 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.026337139308452606 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, long shot captured from a high-altitude drone perspective. The camera slowly and steadily pans to the right, precisely tracking a deep green sea, rendered unusually turbid by the powerful upwelling. In the center of the frame, a massive pipe-laying vessel stands like a moving steel island. Its dark gray hull contrasts sharply with its superstructure, painted a striking industrial yellow. Its sides bear traces of slight sea erosion and rust. The deck is dotted with a complex system of cranes, winches, and densely packed pipe-welding stations. A massive, tilted structure at the stern, known as a stinger, plays a central role. This system steadily and calmly lowers a massive steel pipeline, coated in black for corrosion resistance, into the sea, one section at a time. As the end of the pipeline meets the water, churning with milky white foam and silt from the upwelling, it stirs up a swirl of white spray before rapidly disappearing into a vortex of interwoven ochre and dark green. In the scattered sunlight beneath thin cloud cover, the entire scene presents a cold and solemn industrial beauty, highlighting the confrontation between the grandeur of human engineering and the primitive power of nature, creating an atmosphere of focus, grandeur and tension.", + "seed": 23191, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_1/index_961_seed_23191_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0680975907947868, + "vlm_logprob": -0.0680975907947868, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.0680975907947868, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25936123728752136 + ], + "opposite_logprob_tokens": [ + -1.5093612670898438 + ], + "logprob_reward": -0.25936123728752136, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25936123728752136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22869522869586945, + 0.23946598172187805, + 0.03107636049389839, + 0.04406982660293579, + 0.19041816890239716, + 0.07408595830202103, + 0.027660023421049118, + 0.07977292686700821, + 0.05565820634365082, + 0.029097329825162888 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.25936123728752136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867703467607498 + ], + "opposite_logprob_tokens": [ + -3.0486769676208496 + ], + "logprob_reward": -0.04867703467607498, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867703467607498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12577903270721436, + 0.3812073767185211, + 0.06665816158056259, + 0.04225475713610649, + 0.08822279423475266, + 0.08243042230606079, + 0.030489463359117508, + 0.039243947714567184, + 0.04725726321339607, + 0.09645671397447586 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.04867703467607498 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031993414741009474 + ], + "opposite_logprob_tokens": [ + -5.753199577331543 + ], + "logprob_reward": -0.0031993414741009474, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031993414741009474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21708106994628906, + 0.07165993750095367, + 0.0741645023226738, + 0.0737820416688919, + 0.3778597116470337, + 0.024301456287503242, + 0.022497287020087242, + 0.07320864498615265, + 0.02510794624686241, + 0.0403374545276165 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0031993414741009474 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074859648942947 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011074859648942947, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074859648942947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24777384102344513, + 0.0929451659321785, + 0.04276055097579956, + 0.14905083179473877, + 0.16369487345218658, + 0.05113350227475166, + 0.06967147439718246, + 0.06450621783733368, + 0.04286716505885124, + 0.0755964070558548 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.011074859648942947 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018175480887293816 + ], + "opposite_logprob_tokens": [ + -4.0181756019592285 + ], + "logprob_reward": -0.018175480887293816, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018175480887293816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035710256546735764, + 0.03692150115966797, + 0.011621450074017048, + 0.007876679301261902, + 0.8377349376678467, + 0.0062897396273911, + 0.008019020780920982, + 0.02197391539812088, + 0.01060459017753601, + 0.023247942328453064 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.018175480887293816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, long shot captured from a high-altitude drone perspective. The camera slowly and steadily pans to the right, precisely tracking a deep green sea, rendered unusually turbid by the powerful upwelling. In the center of the frame, a massive pipe-laying vessel stands like a moving steel island. Its dark gray hull contrasts sharply with its superstructure, painted a striking industrial yellow. Its sides bear traces of slight sea erosion and rust. The deck is dotted with a complex system of cranes, winches, and densely packed pipe-welding stations. A massive, tilted structure at the stern, known as a stinger, plays a central role. This system steadily and calmly lowers a massive steel pipeline, coated in black for corrosion resistance, into the sea, one section at a time. As the end of the pipeline meets the water, churning with milky white foam and silt from the upwelling, it stirs up a swirl of white spray before rapidly disappearing into a vortex of interwoven ochre and dark green. In the scattered sunlight beneath thin cloud cover, the entire scene presents a cold and solemn industrial beauty, highlighting the confrontation between the grandeur of human engineering and the primitive power of nature, creating an atmosphere of focus, grandeur and tension.", + "seed": 23192, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_1/index_961_seed_23192_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11191922463476658, + "vlm_logprob": -0.11191922463476658, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.11191922463476658, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48165151476860046 + ], + "opposite_logprob_tokens": [ + -0.9816515445709229 + ], + "logprob_reward": -0.48165151476860046, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.48165151476860046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1800423115491867, + 0.07683083415031433, + 0.17827117443084717, + 0.0969720259308815, + 0.08440660685300827, + 0.03838365152478218, + 0.06562615931034088, + 0.06752906739711761, + 0.10454273223876953, + 0.10739536583423615 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.48165151476860046 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811784088611603 + ], + "opposite_logprob_tokens": [ + -3.2881178855895996 + ], + "logprob_reward": -0.03811784088611603, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811784088611603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06670406460762024, + 0.06321841478347778, + 0.21028099954128265, + 0.3308778703212738, + 0.12711039185523987, + 0.013664789497852325, + 0.050896093249320984, + 0.015925053507089615, + 0.04099281132221222, + 0.08032955974340439 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.03811784088611603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747792940586805 + ], + "opposite_logprob_tokens": [ + -5.006747722625732 + ], + "logprob_reward": -0.006747792940586805, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747792940586805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15407507121562958, + 0.07822410762310028, + 0.1707209199666977, + 0.10824622958898544, + 0.18273034691810608, + 0.015035579912364483, + 0.07290472835302353, + 0.0686885416507721, + 0.057124607264995575, + 0.0922497808933258 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.006747792940586805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739978212863207 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006739978212863207, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739978212863207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11726421117782593, + 0.05274563282728195, + 0.08727774769067764, + 0.10170120745897293, + 0.1668199598789215, + 0.013898652978241444, + 0.07193206250667572, + 0.04955022782087326, + 0.14348047971725464, + 0.19532987475395203 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.006739978212863207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene captured from a high-altitude drone perspective in a sweeping long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive pipe-laying vessel with a dark gray hull and industrial yellow superstructure visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive black steel pipeline being lowered into the sea by a tilted stinger structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as deep green and turbid with milky white foam and ochre swirls?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633899636566639 + ], + "opposite_logprob_tokens": [ + -3.651339054107666 + ], + "logprob_reward": -0.02633899636566639, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633899636566639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23550449311733246, + 0.07810792326927185, + 0.09922180324792862, + 0.05032659322023392, + 0.38007211685180664, + 0.04486341401934624, + 0.03143945336341858, + 0.020834969356656075, + 0.03678644448518753, + 0.022842729464173317 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.02633899636566639 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_10/index_tensor([6288, 6288])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_10/index_tensor([6288, 6288])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e1dfe44ceade0ddf4dc75cfb69ea53392f88b999 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_10/index_tensor([6288, 6288])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, graceful camera pans downward from a high angle, revealing a meticulously appointed yet charming bedroom, resulting in a static, medium shot depicting the central subject. Soft, diffused morning light streams in from a large window just off-screen to the right, casting gentle, elongated shadows and illuminating the scene. The focal point is a queen-size bed, sumptuously draped in a deep purple velvet duvet that captures the light with a subtle sheen. A selection of pillows in complementary lavender and plum tones, ranging in texture from smooth silk to soft satin, artfully support a tall, button-tufted headboard clad in the same royal purple fabric. A thick, cream-colored, chunky knit blanket is casually thrown at the foot of the bed, its rich texture contrasting with the smoothness of the other linens. The surroundings are minimalist and modern, with warm gray walls serving as a neutral backdrop, allowing vibrant purple to dominate the color palette. The overall atmosphere is serene and tranquil, creating a tranquil and visually rich scene.", + "seed": 17897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_10/index_6288_seed_17897_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10861235111951828, + "vlm_logprob": -0.10861235111951828, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.10861235111951828, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3886747360229492 + ], + "opposite_logprob_tokens": [ + -1.1386747360229492 + ], + "logprob_reward": -0.3886747360229492, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3886747360229492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06657232344150543, + 0.03680190071463585, + 0.2339393049478531, + 0.5076982378959656, + 0.046721767634153366, + 0.013506121933460236, + 0.008125653490424156, + 0.012077905237674713, + 0.06947202235460281, + 0.005084774922579527 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.3886747360229492 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026376964524388313 + ], + "opposite_logprob_tokens": [ + -3.651376962661743 + ], + "logprob_reward": -0.026376964524388313, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026376964524388313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02834191918373108, + 0.017609182745218277, + 0.74409019947052, + 0.10620583593845367, + 0.011366462334990501, + 0.018669864162802696, + 0.008402517065405846, + 0.002809771802276373, + 0.05475878342986107, + 0.0077455067075788975 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.026376964524388313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979415699839592 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.00979415699839592, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979415699839592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10546625405550003, + 0.05976371094584465, + 0.23790130019187927, + 0.16198065876960754, + 0.06412451714277267, + 0.027593310922384262, + 0.018984980881214142, + 0.03791366517543793, + 0.17349687218666077, + 0.11277470737695694 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.00979415699839592 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251185968518257 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251185968518257, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251185968518257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04640165716409683, + 0.12909342348575592, + 0.41883760690689087, + 0.2268492579460144, + 0.028300100937485695, + 0.03382767364382744, + 0.01396853569895029, + 0.01310622226446867, + 0.05860365927219391, + 0.03101183846592903 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.005251185968518257 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296471208333969 + ], + "opposite_logprob_tokens": [ + -2.237964630126953 + ], + "logprob_reward": -0.11296471208333969, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296471208333969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03396224603056908, + 0.05537133663892746, + 0.07556691765785217, + 0.6222201585769653, + 0.014921648427844048, + 0.049785446375608444, + 0.02153172343969345, + 0.02223910763859749, + 0.09184332191944122, + 0.01255815103650093 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.11296471208333969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, graceful camera pans downward from a high angle, revealing a meticulously appointed yet charming bedroom, resulting in a static, medium shot depicting the central subject. Soft, diffused morning light streams in from a large window just off-screen to the right, casting gentle, elongated shadows and illuminating the scene. The focal point is a queen-size bed, sumptuously draped in a deep purple velvet duvet that captures the light with a subtle sheen. A selection of pillows in complementary lavender and plum tones, ranging in texture from smooth silk to soft satin, artfully support a tall, button-tufted headboard clad in the same royal purple fabric. A thick, cream-colored, chunky knit blanket is casually thrown at the foot of the bed, its rich texture contrasting with the smoothness of the other linens. The surroundings are minimalist and modern, with warm gray walls serving as a neutral backdrop, allowing vibrant purple to dominate the color palette. The overall atmosphere is serene and tranquil, creating a tranquil and visually rich scene.", + "seed": 17898, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_10/index_6288_seed_17898_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09307045731693506, + "vlm_logprob": -0.09307045731693506, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.09307045731693506, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.349711537361145 + ], + "opposite_logprob_tokens": [ + -1.224711537361145 + ], + "logprob_reward": -0.349711537361145, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.349711537361145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057780005037784576, + 0.040439311414957047, + 0.020339371636509895, + 0.017175694927573204, + 0.020856663584709167, + 0.022124722599983215, + 0.22660589218139648, + 0.09800170361995697, + 0.15118534862995148, + 0.3454912304878235 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.349711537361145 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003360241651535 + ], + "opposite_logprob_tokens": [ + -2.695033550262451 + ], + "logprob_reward": -0.07003360241651535, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003360241651535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059174131602048874, + 0.03436319902539253, + 0.03518345206975937, + 0.05048615485429764, + 0.042788852006196976, + 0.029801147058606148, + 0.20987361669540405, + 0.03668486699461937, + 0.06141555309295654, + 0.4402289390563965 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.07003360241651535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031963707879185677 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.0031963707879185677, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031963707879185677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07018736749887466, + 0.10210658609867096, + 0.05062137916684151, + 0.022938409820199013, + 0.0380818136036396, + 0.037170663475990295, + 0.3720594644546509, + 0.052501533180475235, + 0.03778624162077904, + 0.21654653549194336 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.0031963707879185677 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606144569814205 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.01606144569814205, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606144569814205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053559813648462296, + 0.04682188108563423, + 0.07388889044523239, + 0.06295555084943771, + 0.0309916865080595, + 0.037552863359451294, + 0.4463556110858917, + 0.050170738250017166, + 0.03144150227308273, + 0.1662614941596985 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.01606144569814205 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349330320954323 + ], + "opposite_logprob_tokens": [ + -3.6513493061065674 + ], + "logprob_reward": -0.026349330320954323, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349330320954323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09793398529291153, + 0.26370030641555786, + 0.1704370379447937, + 0.09514816105365753, + 0.030910424888134003, + 0.03366096317768097, + 0.1392071545124054, + 0.038720764219760895, + 0.0819413959980011, + 0.048339832574129105 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.026349330320954323 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, graceful camera pans downward from a high angle, revealing a meticulously appointed yet charming bedroom, resulting in a static, medium shot depicting the central subject. Soft, diffused morning light streams in from a large window just off-screen to the right, casting gentle, elongated shadows and illuminating the scene. The focal point is a queen-size bed, sumptuously draped in a deep purple velvet duvet that captures the light with a subtle sheen. A selection of pillows in complementary lavender and plum tones, ranging in texture from smooth silk to soft satin, artfully support a tall, button-tufted headboard clad in the same royal purple fabric. A thick, cream-colored, chunky knit blanket is casually thrown at the foot of the bed, its rich texture contrasting with the smoothness of the other linens. The surroundings are minimalist and modern, with warm gray walls serving as a neutral backdrop, allowing vibrant purple to dominate the color palette. The overall atmosphere is serene and tranquil, creating a tranquil and visually rich scene.", + "seed": 17899, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_10/index_6288_seed_17899_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10343441143631935, + "vlm_logprob": -0.10343441143631935, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.10343441143631935, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2824271023273468 + ], + "opposite_logprob_tokens": [ + -1.4074270725250244 + ], + "logprob_reward": -0.2824271023273468, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2824271023273468, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6756235361099243, + 0.06006535887718201, + 0.04595326632261276, + 0.06300938129425049, + 0.03435014933347702, + 0.012024732306599617, + 0.018700631335377693, + 0.0570407509803772, + 0.0240840632468462, + 0.009148163720965385 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.2824271023273468 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365818455815315 + ], + "opposite_logprob_tokens": [ + -3.6513657569885254 + ], + "logprob_reward": -0.026365818455815315, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365818455815315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.63740473985672, + 0.028168529272079468, + 0.09187451004981995, + 0.036959536373615265, + 0.013503357768058777, + 0.016364043578505516, + 0.025063911452889442, + 0.06532217562198639, + 0.05357679724693298, + 0.031762368977069855 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.026365818455815315 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190816044807434 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018190816044807434, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190816044807434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25137442350387573, + 0.04303927347064018, + 0.22779104113578796, + 0.20348919928073883, + 0.03539971634745598, + 0.025698035955429077, + 0.05676707625389099, + 0.07633750885725021, + 0.03141545131802559, + 0.04868822544813156 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.018190816044807434 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979554422199726 + ], + "opposite_logprob_tokens": [ + -3.5297956466674805 + ], + "logprob_reward": -0.02979554422199726, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979554422199726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46128955483436584, + 0.053645361214876175, + 0.13615082204341888, + 0.14797893166542053, + 0.031339287757873535, + 0.009797387756407261, + 0.034543782472610474, + 0.06447439640760422, + 0.014378401450812817, + 0.04640215262770653 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.02979554422199726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039277613162994 + ], + "opposite_logprob_tokens": [ + -1.9103927612304688 + ], + "logprob_reward": -0.16039277613162994, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039277613162994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20141611993312836, + 0.06000833585858345, + 0.42863160371780396, + 0.10098922252655029, + 0.05743580311536789, + 0.037000611424446106, + 0.01675323210656643, + 0.03707272931933403, + 0.033273953944444656, + 0.027418339625000954 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.16039277613162994 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, graceful camera pans downward from a high angle, revealing a meticulously appointed yet charming bedroom, resulting in a static, medium shot depicting the central subject. Soft, diffused morning light streams in from a large window just off-screen to the right, casting gentle, elongated shadows and illuminating the scene. The focal point is a queen-size bed, sumptuously draped in a deep purple velvet duvet that captures the light with a subtle sheen. A selection of pillows in complementary lavender and plum tones, ranging in texture from smooth silk to soft satin, artfully support a tall, button-tufted headboard clad in the same royal purple fabric. A thick, cream-colored, chunky knit blanket is casually thrown at the foot of the bed, its rich texture contrasting with the smoothness of the other linens. The surroundings are minimalist and modern, with warm gray walls serving as a neutral backdrop, allowing vibrant purple to dominate the color palette. The overall atmosphere is serene and tranquil, creating a tranquil and visually rich scene.", + "seed": 17900, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_10/index_6288_seed_17900_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09689533337950706, + "vlm_logprob": -0.09689533337950706, + "vlm_yes_no_margin": 2.849999952316284, + "vlm_token_credit": -0.09689533337950706, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2532224953174591 + ], + "opposite_logprob_tokens": [ + -1.5032224655151367 + ], + "logprob_reward": -0.2532224953174591, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2532224953174591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05420483276247978, + 0.05124509334564209, + 0.027082016691565514, + 0.21605443954467773, + 0.10990749299526215, + 0.2524930238723755, + 0.13919490575790405, + 0.09448835998773575, + 0.03325016796588898, + 0.022079644724726677 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.2532224953174591 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904709666967392 + ], + "opposite_logprob_tokens": [ + -2.4640471935272217 + ], + "logprob_reward": -0.08904709666967392, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904709666967392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09047429263591766, + 0.12688973546028137, + 0.09421174228191376, + 0.07519210129976273, + 0.22307810187339783, + 0.10938790440559387, + 0.1026296392083168, + 0.06489282101392746, + 0.03620780631899834, + 0.07703586667776108 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.08904709666967392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078160256147385 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078160256147385, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078160256147385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23264603316783905, + 0.17102622985839844, + 0.05350677669048309, + 0.08778095990419388, + 0.24868856370449066, + 0.024734826758503914, + 0.030253557488322258, + 0.040254272520542145, + 0.0405069924890995, + 0.07060176134109497 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.011078160256147385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181814506649971 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.0181814506649971, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181814506649971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054397519677877426, + 0.07039178162813187, + 0.031886026263237, + 0.16181443631649017, + 0.23761482536792755, + 0.04359844699501991, + 0.08296827226877213, + 0.1940850168466568, + 0.052033647894859314, + 0.07121000438928604 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.0181814506649971 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a high angle and pan downward to reveal the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the final shot a static medium shot focused on a queen-size bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the bed covered with a deep purple velvet duvet that shows a subtle sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a thick, cream-colored, chunky knit blanket thrown at the foot of the bed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does soft, diffused morning light stream in from a large window off-screen to the right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294746398925781 + ], + "opposite_logprob_tokens": [ + -2.237947463989258 + ], + "logprob_reward": -0.11294746398925781, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294746398925781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23061424493789673, + 0.11905432492494583, + 0.08105488866567612, + 0.2742242217063904, + 0.07914887368679047, + 0.07781139016151428, + 0.029495684430003166, + 0.047422587871551514, + 0.029429057613015175, + 0.03174465894699097 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.11294746398925781 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_11/index_tensor([3916, 3916])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_11/index_tensor([3916, 3916])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9fc631f150101bf86b048e5e659dfe6a2953777d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_11/index_tensor([3916, 3916])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle shot, shot from a low ground angle, moves forward at a slow, oppressive pace, approaching an ancient bronze chariot hurtling across the vast wasteland. The midday sun scorches the sky to a pale white, and sparse, withered grass sways in the heat on the parched, cracked earth. The chariot is pulled vigorously by two muscular, dark brown horses, their nostrils snorting, their sweat-soaked manes flying backward in the wind. The chariot's hull is cast from battle-worn bronze, its surface dented and mottled with a green patina of oxidation. Faint carvings of ferocious beasts etch the sides, reflecting a dull metallic sheen in the glaring sunlight. Sharp sickle blades protrude from the axles of the wheels, transforming into a deadly silver halo as the chariot spins at high speed. Atop the chariot, a driver, wearing a bronze helmet with animal horns and crude leather armor, leaned forward, veins bulging on his bronzed arms as he gripped the leather reins. His face was steely, and a silent cry emanated from his lips as he pushed the chariot to its breaking point. The massive wooden wheels jolted violently over the uneven terrain, each revolution sending clouds of ochre-yellow dust and debris hurling into the air. A thick, cloud-blanketing dust trailed behind, nearly swallowing the entire horizon. As the camera steadily and relentlessly zoomed in, every detail of the chariot—from the glaring reflections on the bronze to the burning battle intent in the driver's eyes—became increasingly clear, filling the image with a raw, unbridled power and an epic scale.", + "seed": 8934, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_11/index_3916_seed_8934_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10759844025596976, + "vlm_logprob": -0.10759844025596976, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.10759844025596976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036458201706409454 + ], + "opposite_logprob_tokens": [ + -3.5364582538604736 + ], + "logprob_reward": -0.036458201706409454, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.036458201706409454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1453152745962143, + 0.09617743641138077, + 0.06885122507810593, + 0.08651808649301529, + 0.1586509495973587, + 0.1064869835972786, + 0.05303654819726944, + 0.1252063512802124, + 0.05710604041814804, + 0.10265104472637177 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.036458201706409454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547126039862633 + ], + "opposite_logprob_tokens": [ + -4.387547016143799 + ], + "logprob_reward": -0.012547126039862633, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547126039862633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1250942200422287, + 0.07238725572824478, + 0.07546268403530121, + 0.050017017871141434, + 0.3915529251098633, + 0.03019745647907257, + 0.11454834789037704, + 0.02930733934044838, + 0.019418705254793167, + 0.09201407432556152 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.012547126039862633 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47430121898651123 + ], + "opposite_logprob_tokens": [ + -0.9743012189865112 + ], + "logprob_reward": -0.47430121898651123, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47430121898651123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07985585182905197, + 0.060205668210983276, + 0.03147418051958084, + 0.10770868510007858, + 0.3238085210323334, + 0.04947382211685181, + 0.04534636065363884, + 0.1451835185289383, + 0.025364767760038376, + 0.13157863914966583 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.47430121898651123 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615511115640402 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.003615511115640402, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615511115640402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0487772673368454, + 0.06540552526712418, + 0.04327675700187683, + 0.030251841992139816, + 0.2225010246038437, + 0.08086013793945312, + 0.05039485916495323, + 0.10019829869270325, + 0.03072366490960121, + 0.327610582113266 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.003615511115640402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070143431425095 + ], + "opposite_logprob_tokens": [ + -4.511070251464844 + ], + "logprob_reward": -0.011070143431425095, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070143431425095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0481504425406456, + 0.03571075573563576, + 0.03491795063018799, + 0.028589123860001564, + 0.5763242840766907, + 0.04140641167759895, + 0.03676961734890938, + 0.04556778445839882, + 0.05194941163063049, + 0.10061424225568771 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.011070143431425095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from a low ground angle, moves forward at a slow, oppressive pace, approaching an ancient bronze chariot hurtling across the vast wasteland. The midday sun scorches the sky to a pale white, and sparse, withered grass sways in the heat on the parched, cracked earth. The chariot is pulled vigorously by two muscular, dark brown horses, their nostrils snorting, their sweat-soaked manes flying backward in the wind. The chariot's hull is cast from battle-worn bronze, its surface dented and mottled with a green patina of oxidation. Faint carvings of ferocious beasts etch the sides, reflecting a dull metallic sheen in the glaring sunlight. Sharp sickle blades protrude from the axles of the wheels, transforming into a deadly silver halo as the chariot spins at high speed. Atop the chariot, a driver, wearing a bronze helmet with animal horns and crude leather armor, leaned forward, veins bulging on his bronzed arms as he gripped the leather reins. His face was steely, and a silent cry emanated from his lips as he pushed the chariot to its breaking point. The massive wooden wheels jolted violently over the uneven terrain, each revolution sending clouds of ochre-yellow dust and debris hurling into the air. A thick, cloud-blanketing dust trailed behind, nearly swallowing the entire horizon. As the camera steadily and relentlessly zoomed in, every detail of the chariot—from the glaring reflections on the bronze to the burning battle intent in the driver's eyes—became increasingly clear, filling the image with a raw, unbridled power and an epic scale.", + "seed": 8935, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_11/index_3916_seed_8935_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12908019619062544, + "vlm_logprob": -0.12908019619062544, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.12908019619062544, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033893559128046036 + ], + "opposite_logprob_tokens": [ + -3.658893585205078 + ], + "logprob_reward": -0.033893559128046036, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.033893559128046036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2382560670375824, + 0.0969921350479126, + 0.048840004950761795, + 0.04096977040171623, + 0.14954417943954468, + 0.07391111552715302, + 0.09352917224168777, + 0.06551418453454971, + 0.0621897354722023, + 0.1302536427974701 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.033893559128046036 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077518463134766 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077518463134766, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077518463134766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3190879821777344, + 0.14554153382778168, + 0.06074238196015358, + 0.06345059722661972, + 0.03635074943304062, + 0.06191985309123993, + 0.08782944828271866, + 0.08428752422332764, + 0.059750813990831375, + 0.08103907108306885 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.016077518463134766 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761507153511047 + ], + "opposite_logprob_tokens": [ + -0.8261507153511047 + ], + "logprob_reward": -0.5761507153511047, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761507153511047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15996681153774261, + 0.0715448185801506, + 0.11390853673219681, + 0.06246527284383774, + 0.05957220494747162, + 0.06949780881404877, + 0.114665687084198, + 0.14450320601463318, + 0.10906640440225601, + 0.09480923414230347 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.5761507153511047 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544183060526848 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.012544183060526848, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544183060526848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06525404751300812, + 0.05155954137444496, + 0.07315242290496826, + 0.03497656434774399, + 0.05952524393796921, + 0.05691792815923691, + 0.12345094233751297, + 0.27487191557884216, + 0.16500793397426605, + 0.0952834039926529 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.012544183060526848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673500495031476 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.00673500495031476, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673500495031476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06101773679256439, + 0.03695205971598625, + 0.034014567732810974, + 0.02291715331375599, + 0.07278214395046234, + 0.04281565546989441, + 0.12346839159727097, + 0.1148475706577301, + 0.20046058297157288, + 0.29072412848472595 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.00673500495031476 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from a low ground angle, moves forward at a slow, oppressive pace, approaching an ancient bronze chariot hurtling across the vast wasteland. The midday sun scorches the sky to a pale white, and sparse, withered grass sways in the heat on the parched, cracked earth. The chariot is pulled vigorously by two muscular, dark brown horses, their nostrils snorting, their sweat-soaked manes flying backward in the wind. The chariot's hull is cast from battle-worn bronze, its surface dented and mottled with a green patina of oxidation. Faint carvings of ferocious beasts etch the sides, reflecting a dull metallic sheen in the glaring sunlight. Sharp sickle blades protrude from the axles of the wheels, transforming into a deadly silver halo as the chariot spins at high speed. Atop the chariot, a driver, wearing a bronze helmet with animal horns and crude leather armor, leaned forward, veins bulging on his bronzed arms as he gripped the leather reins. His face was steely, and a silent cry emanated from his lips as he pushed the chariot to its breaking point. The massive wooden wheels jolted violently over the uneven terrain, each revolution sending clouds of ochre-yellow dust and debris hurling into the air. A thick, cloud-blanketing dust trailed behind, nearly swallowing the entire horizon. As the camera steadily and relentlessly zoomed in, every detail of the chariot—from the glaring reflections on the bronze to the burning battle intent in the driver's eyes—became increasingly clear, filling the image with a raw, unbridled power and an epic scale.", + "seed": 8936, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_11/index_3916_seed_8936_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07285271985456347, + "vlm_logprob": -0.07285271985456347, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.07285271985456347, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042226988822221756 + ], + "opposite_logprob_tokens": [ + -3.417227029800415 + ], + "logprob_reward": -0.042226988822221756, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.042226988822221756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13267427682876587, + 0.13585935533046722, + 0.06308126449584961, + 0.06517684459686279, + 0.15538613498210907, + 0.05005178973078728, + 0.06504740566015244, + 0.10970699042081833, + 0.17987686395645142, + 0.043139051645994186 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.042226988822221756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329937182366848 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.02329937182366848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329937182366848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22820481657981873, + 0.09917625039815903, + 0.05259935185313225, + 0.07733918726444244, + 0.21945065259933472, + 0.07226669788360596, + 0.01693492941558361, + 0.07497981190681458, + 0.08329875767230988, + 0.0757494792342186 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.02329937182366848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813255786895752 + ], + "opposite_logprob_tokens": [ + -1.4063255786895752 + ], + "logprob_reward": -0.2813255786895752, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813255786895752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053857188671827316, + 0.10837622731924057, + 0.22234539687633514, + 0.07207213342189789, + 0.2093968391418457, + 0.0631370022892952, + 0.028809884563088417, + 0.08809159696102142, + 0.12081823498010635, + 0.03309549391269684 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.2813255786895752 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631197106093168 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631197106093168, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631197106093168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09534286707639694, + 0.07105863094329834, + 0.04445473477244377, + 0.06222200766205788, + 0.12906697392463684, + 0.0526551827788353, + 0.03989885747432709, + 0.1074615940451622, + 0.1676008701324463, + 0.23023821413516998 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.007631197106093168 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780462831258774 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.009780462831258774, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780462831258774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052326153963804245, + 0.033103350549936295, + 0.03224729001522064, + 0.0372016616165638, + 0.09767909348011017, + 0.045540906488895416, + 0.04026973247528076, + 0.15018892288208008, + 0.37948253750801086, + 0.13196034729480743 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.009780462831258774 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from a low ground angle, moves forward at a slow, oppressive pace, approaching an ancient bronze chariot hurtling across the vast wasteland. The midday sun scorches the sky to a pale white, and sparse, withered grass sways in the heat on the parched, cracked earth. The chariot is pulled vigorously by two muscular, dark brown horses, their nostrils snorting, their sweat-soaked manes flying backward in the wind. The chariot's hull is cast from battle-worn bronze, its surface dented and mottled with a green patina of oxidation. Faint carvings of ferocious beasts etch the sides, reflecting a dull metallic sheen in the glaring sunlight. Sharp sickle blades protrude from the axles of the wheels, transforming into a deadly silver halo as the chariot spins at high speed. Atop the chariot, a driver, wearing a bronze helmet with animal horns and crude leather armor, leaned forward, veins bulging on his bronzed arms as he gripped the leather reins. His face was steely, and a silent cry emanated from his lips as he pushed the chariot to its breaking point. The massive wooden wheels jolted violently over the uneven terrain, each revolution sending clouds of ochre-yellow dust and debris hurling into the air. A thick, cloud-blanketing dust trailed behind, nearly swallowing the entire horizon. As the camera steadily and relentlessly zoomed in, every detail of the chariot—from the glaring reflections on the bronze to the burning battle intent in the driver's eyes—became increasingly clear, filling the image with a raw, unbridled power and an epic scale.", + "seed": 8937, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_11/index_3916_seed_8937_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09661594489589334, + "vlm_logprob": -0.09661594489589334, + "vlm_yes_no_margin": 3.300000011920929, + "vlm_token_credit": -0.09661594489589334, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07974019646644592 + ], + "opposite_logprob_tokens": [ + -2.829740285873413 + ], + "logprob_reward": -0.07974019646644592, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07974019646644592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13437287509441376, + 0.14117395877838135, + 0.0419081449508667, + 0.05923930183053017, + 0.19399477541446686, + 0.05303068086504936, + 0.1424751579761505, + 0.06824987381696701, + 0.10015604645013809, + 0.06539920717477798 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.07974019646644592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038125183433294296 + ], + "opposite_logprob_tokens": [ + -3.2881252765655518 + ], + "logprob_reward": -0.038125183433294296, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038125183433294296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26526662707328796, + 0.1782103031873703, + 0.0889313742518425, + 0.08308890461921692, + 0.11292918026447296, + 0.07242850959300995, + 0.03640284761786461, + 0.040376242250204086, + 0.051067471504211426, + 0.07129859924316406 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.038125183433294296 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34868162870407104 + ], + "opposite_logprob_tokens": [ + -1.2236816883087158 + ], + "logprob_reward": -0.34868162870407104, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34868162870407104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13334624469280243, + 0.176192045211792, + 0.19393126666545868, + 0.10138002038002014, + 0.0743449255824089, + 0.05325908213853836, + 0.08112334460020065, + 0.08550490438938141, + 0.04557720944285393, + 0.055340953171253204 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.34868162870407104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793448261916637 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.009793448261916637, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793448261916637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0655478835105896, + 0.10355962812900543, + 0.04483548551797867, + 0.07614260166883469, + 0.0860617533326149, + 0.12880022823810577, + 0.05503244698047638, + 0.07605256885290146, + 0.09980937093496323, + 0.2641580402851105 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.009793448261916637 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low ground angle moving forward at a slow pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast wasteland with sparse, withered grass on parched, cracked earth under a pale white midday sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the chariot pulled by two muscular, dark brown horses with sweat-soaked manes flying backward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the chariot's hull made of battle-worn bronze with dents, green patina, and carvings of ferocious beasts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera steadily zoom in on the driver wearing a bronze helmet with animal horns and crude leather armor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739267613738775 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006739267613738775, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739267613738775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06403349339962006, + 0.05850695073604584, + 0.05055252090096474, + 0.04649994149804115, + 0.04851410165429115, + 0.153294175863266, + 0.06666994839906693, + 0.04431440308690071, + 0.15932688117027283, + 0.3082875907421112 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.006739267613738775 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_12/index_tensor([7725, 7725])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_12/index_tensor([7725, 7725])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4c28d81ba2ff780804c9031626f321d025762516 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_12/index_tensor([7725, 7725])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "panoramic, full-body wide-angle shot, captured from a drone perspective, features the MD 400 concept train, moving smoothly as it glides silently along a slender, minimalist skybridge suspended above the Earth. The train itself is an engineering marvel, its sleek, bullet-shaped, aerodynamic form constructed from seamless pearlescent white composite material, gleaming in the brilliant high-altitude sunlight. \"MD 400\" is subtly inscribed near the front carriage in minimalist silver lettering. The entire scene is bathed in the clean, bright light of a calm day, silhouetted against a vast, deep blue sky filled with dense, soft banks of cumulus clouds. In a moment of tranquility and contemplation, the train steadily approaches one of these vast clouds; its nose smoothly passes through the thin edge, its silhouette gradually softening as it is engulfed by a thick, ethereal vapor. In a quiet interlude, the train disappears completely, then its nose decisively reappears in the tranquil, sunny sky on the other side, condensation droplets momentarily streaking across its smooth surface before evaporating, and the entire train returns to full view, continuing its graceful and silent journey across the sky.", + "seed": 25572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_12/index_7725_seed_25572_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.040730842761695384, + "vlm_logprob": -0.040730842761695384, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.040730842761695384, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1067216619849205 + ], + "opposite_logprob_tokens": [ + -2.3567216396331787 + ], + "logprob_reward": -0.1067216619849205, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1067216619849205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40281468629837036, + 0.06534221768379211, + 0.05234930291771889, + 0.09899207204580307, + 0.026260318234562874, + 0.10178373754024506, + 0.025537097826600075, + 0.08514446020126343, + 0.0648280456662178, + 0.07694805413484573 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.1067216619849205 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038160987198352814 + ], + "opposite_logprob_tokens": [ + -3.288161039352417 + ], + "logprob_reward": -0.038160987198352814, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038160987198352814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22869163751602173, + 0.10804955661296844, + 0.03180546313524246, + 0.028188573196530342, + 0.046659428626298904, + 0.1097315326333046, + 0.09944117814302444, + 0.08971846103668213, + 0.18257717788219452, + 0.07513695955276489 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.038160987198352814 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219393022358418 + ], + "opposite_logprob_tokens": [ + -4.264219284057617 + ], + "logprob_reward": -0.014219393022358418, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219393022358418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19102956354618073, + 0.03546202927827835, + 0.10258442163467407, + 0.07393153756856918, + 0.03431393578648567, + 0.06779477745294571, + 0.0997612252831459, + 0.16119441390037537, + 0.1217450499534607, + 0.11218307912349701 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.014219393022358418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026367442682385445 + ], + "opposite_logprob_tokens": [ + -3.651367425918579 + ], + "logprob_reward": -0.026367442682385445, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026367442682385445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07754974067211151, + 0.05145091190934181, + 0.02401088736951351, + 0.04577406123280525, + 0.0208384208381176, + 0.03175763413310051, + 0.14262644946575165, + 0.5057904720306396, + 0.06642511487007141, + 0.03377633914351463 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.026367442682385445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184728920459747 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184728920459747, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184728920459747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2681971490383148, + 0.10111109912395477, + 0.04182673618197441, + 0.05616278946399689, + 0.04097043722867966, + 0.06454320251941681, + 0.1446962207555771, + 0.12684638798236847, + 0.08906283974647522, + 0.06658317893743515 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.018184728920459747 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panoramic, full-body wide-angle shot, captured from a drone perspective, features the MD 400 concept train, moving smoothly as it glides silently along a slender, minimalist skybridge suspended above the Earth. The train itself is an engineering marvel, its sleek, bullet-shaped, aerodynamic form constructed from seamless pearlescent white composite material, gleaming in the brilliant high-altitude sunlight. \"MD 400\" is subtly inscribed near the front carriage in minimalist silver lettering. The entire scene is bathed in the clean, bright light of a calm day, silhouetted against a vast, deep blue sky filled with dense, soft banks of cumulus clouds. In a moment of tranquility and contemplation, the train steadily approaches one of these vast clouds; its nose smoothly passes through the thin edge, its silhouette gradually softening as it is engulfed by a thick, ethereal vapor. In a quiet interlude, the train disappears completely, then its nose decisively reappears in the tranquil, sunny sky on the other side, condensation droplets momentarily streaking across its smooth surface before evaporating, and the entire train returns to full view, continuing its graceful and silent journey across the sky.", + "seed": 25573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_12/index_7725_seed_25573_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05091263335198164, + "vlm_logprob": -0.05091263335198164, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.05091263335198164, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10237284749746323 + ], + "opposite_logprob_tokens": [ + -2.352372884750366 + ], + "logprob_reward": -0.10237284749746323, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10237284749746323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15375582873821259, + 0.029437866061925888, + 0.027067499235272408, + 0.03751584142446518, + 0.10950826108455658, + 0.0539444200694561, + 0.022302301600575447, + 0.29304662346839905, + 0.04555065184831619, + 0.2278706431388855 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.10237284749746323 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700686126947403 + ], + "opposite_logprob_tokens": [ + -2.695068597793579 + ], + "logprob_reward": -0.0700686126947403, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700686126947403, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09499481320381165, + 0.022062620148062706, + 0.019963020458817482, + 0.13847604393959045, + 0.06618187576532364, + 0.018801050260663033, + 0.053719859570264816, + 0.4119553864002228, + 0.0526915043592453, + 0.12115376442670822 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.0700686126947403 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215514995157719 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.014215514995157719, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215514995157719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16660822927951813, + 0.03936856985092163, + 0.07174282521009445, + 0.12697185575962067, + 0.1273728609085083, + 0.034288231283426285, + 0.15510068833827972, + 0.07549361139535904, + 0.07835499942302704, + 0.12469819188117981 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.014215514995157719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812048211693764 + ], + "opposite_logprob_tokens": [ + -3.2881205081939697 + ], + "logprob_reward": -0.03812048211693764, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812048211693764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026723267510533333, + 0.01655542105436325, + 0.009178081527352333, + 0.018218133598566055, + 0.024246148765087128, + 0.022394051775336266, + 0.05217951908707619, + 0.6945716738700867, + 0.11218850314617157, + 0.02374524250626564 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.03812048211693764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978570945560932 + ], + "opposite_logprob_tokens": [ + -3.529785633087158 + ], + "logprob_reward": -0.02978570945560932, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978570945560932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11266493797302246, + 0.040936581790447235, + 0.0398385226726532, + 0.11359471082687378, + 0.10766346752643585, + 0.04511764645576477, + 0.1750948280096054, + 0.13593155145645142, + 0.09384904056787491, + 0.13530871272087097 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.02978570945560932 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panoramic, full-body wide-angle shot, captured from a drone perspective, features the MD 400 concept train, moving smoothly as it glides silently along a slender, minimalist skybridge suspended above the Earth. The train itself is an engineering marvel, its sleek, bullet-shaped, aerodynamic form constructed from seamless pearlescent white composite material, gleaming in the brilliant high-altitude sunlight. \"MD 400\" is subtly inscribed near the front carriage in minimalist silver lettering. The entire scene is bathed in the clean, bright light of a calm day, silhouetted against a vast, deep blue sky filled with dense, soft banks of cumulus clouds. In a moment of tranquility and contemplation, the train steadily approaches one of these vast clouds; its nose smoothly passes through the thin edge, its silhouette gradually softening as it is engulfed by a thick, ethereal vapor. In a quiet interlude, the train disappears completely, then its nose decisively reappears in the tranquil, sunny sky on the other side, condensation droplets momentarily streaking across its smooth surface before evaporating, and the entire train returns to full view, continuing its graceful and silent journey across the sky.", + "seed": 25574, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_12/index_7725_seed_25574_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.042928926460444924, + "vlm_logprob": -0.042928926460444924, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.042928926460444924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10528406500816345 + ], + "opposite_logprob_tokens": [ + -2.3552839756011963 + ], + "logprob_reward": -0.10528406500816345, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10528406500816345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17160138487815857, + 0.0653425082564354, + 0.049740225076675415, + 0.0761028602719307, + 0.1985161155462265, + 0.03800136223435402, + 0.16120022535324097, + 0.06466682255268097, + 0.07306818664073944, + 0.10176035016775131 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.10528406500816345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815364092588425 + ], + "opposite_logprob_tokens": [ + -3.288153648376465 + ], + "logprob_reward": -0.03815364092588425, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815364092588425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13435901701450348, + 0.15943166613578796, + 0.06678517907857895, + 0.09577272832393646, + 0.12010776251554489, + 0.044694334268569946, + 0.04616111144423485, + 0.1424538940191269, + 0.13011114299297333, + 0.06012319400906563 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.03815364092588425 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009800649248063564 + ], + "opposite_logprob_tokens": [ + -4.634800434112549 + ], + "logprob_reward": -0.009800649248063564, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009800649248063564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.111099973320961, + 0.10258988291025162, + 0.07441014051437378, + 0.20117595791816711, + 0.09791671484708786, + 0.0775400698184967, + 0.07695517688989639, + 0.11577216535806656, + 0.09540337324142456, + 0.04713655263185501 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.009800649248063564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038124725222587585 + ], + "opposite_logprob_tokens": [ + -3.2881247997283936 + ], + "logprob_reward": -0.038124725222587585, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038124725222587585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11516202986240387, + 0.016605747863650322, + 0.16177146136760712, + 0.2666795253753662, + 0.026324670761823654, + 0.05485958606004715, + 0.19856715202331543, + 0.06746841967105865, + 0.04614065960049629, + 0.046420708298683167 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.038124725222587585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023281551897525787 + ], + "opposite_logprob_tokens": [ + -3.7732815742492676 + ], + "logprob_reward": -0.023281551897525787, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023281551897525787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12954990565776825, + 0.05648430809378624, + 0.11533050239086151, + 0.0879731997847557, + 0.05072319507598877, + 0.04374299943447113, + 0.2835884988307953, + 0.10820869356393814, + 0.07328727841377258, + 0.0511113777756691 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.023281551897525787 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panoramic, full-body wide-angle shot, captured from a drone perspective, features the MD 400 concept train, moving smoothly as it glides silently along a slender, minimalist skybridge suspended above the Earth. The train itself is an engineering marvel, its sleek, bullet-shaped, aerodynamic form constructed from seamless pearlescent white composite material, gleaming in the brilliant high-altitude sunlight. \"MD 400\" is subtly inscribed near the front carriage in minimalist silver lettering. The entire scene is bathed in the clean, bright light of a calm day, silhouetted against a vast, deep blue sky filled with dense, soft banks of cumulus clouds. In a moment of tranquility and contemplation, the train steadily approaches one of these vast clouds; its nose smoothly passes through the thin edge, its silhouette gradually softening as it is engulfed by a thick, ethereal vapor. In a quiet interlude, the train disappears completely, then its nose decisively reappears in the tranquil, sunny sky on the other side, condensation droplets momentarily streaking across its smooth surface before evaporating, and the entire train returns to full view, continuing its graceful and silent journey across the sky.", + "seed": 25575, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_12/index_7725_seed_25575_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.040034971479326484, + "vlm_logprob": -0.040034971479326484, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.040034971479326484, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08042659610509872 + ], + "opposite_logprob_tokens": [ + -2.5804266929626465 + ], + "logprob_reward": -0.08042659610509872, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08042659610509872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14273808896541595, + 0.1649591326713562, + 0.0272549819201231, + 0.1259724348783493, + 0.023351995274424553, + 0.034248288720846176, + 0.033194027841091156, + 0.019678233191370964, + 0.026504110544919968, + 0.40209871530532837 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.08042659610509872 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902832329273224 + ], + "opposite_logprob_tokens": [ + -2.579028367996216 + ], + "logprob_reward": -0.07902832329273224, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902832329273224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2759960889816284, + 0.197535440325737, + 0.032427702099084854, + 0.06897367537021637, + 0.02946510910987854, + 0.08755513280630112, + 0.07180037349462509, + 0.03399043530225754, + 0.031771786510944366, + 0.1704842895269394 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.07902832329273224 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007645274978131056 + ], + "opposite_logprob_tokens": [ + -4.882645130157471 + ], + "logprob_reward": -0.007645274978131056, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007645274978131056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42226120829582214, + 0.37303420901298523, + 0.005349965766072273, + 0.08319482952356339, + 0.005737863015383482, + 0.014890176244080067, + 0.012862002477049828, + 0.007203525397926569, + 0.04183055832982063, + 0.03363560140132904 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.007645274978131056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794275276362896 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794275276362896, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794275276362896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5064129829406738, + 0.1360524445772171, + 0.011897060088813305, + 0.04987975209951401, + 0.008126222528517246, + 0.009191245771944523, + 0.052614323794841766, + 0.029456274583935738, + 0.03459365293383598, + 0.16177603602409363 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.009794275276362896 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the MD 400 concept train?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the train constructed from seamless pearlescent white composite material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the train moving along a slender, minimalist skybridge suspended above the Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the train pass through a cloud, disappear completely, and then reappear on the other side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a drone perspective as a panoramic, full-body wide-angle view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280387744307518 + ], + "opposite_logprob_tokens": [ + -3.773280382156372 + ], + "logprob_reward": -0.023280387744307518, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280387744307518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5961906909942627, + 0.11170904338359833, + 0.012211973778903484, + 0.108580581843853, + 0.01004147157073021, + 0.017843760550022125, + 0.019801698625087738, + 0.017357515171170235, + 0.026755070313811302, + 0.0795082375407219 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.023280387744307518 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_13/index_tensor([9358, 9358])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_13/index_tensor([9358, 9358])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3ce14cc59b4003690f1e4a4bdbce827e9b27010a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_13/index_tensor([9358, 9358])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Captured in a static, slightly high-angle close-up, the high-fidelity 3D rendering focuses on a controlled physical scene on a kitchen countertop. A polished stainless steel fork initially balances precariously on its four prongs on a pristine, reflective white crystal surface. Bright, direct overhead kitchen lighting creates sharp, mirrored highlights on the fork's metal body and casts a crisp black shadow, its shape clearly reflected on the smooth countertop. The scene's stillness is broken as the surface begins to vibrate; the fork responds immediately, first with subtle, high-frequency oscillations that gradually increase in amplitude. As the vibrations intensify, the fork loses its delicate balance, wobbling violently for a moment before tipping over and falling to its side. Driven by residual energy, it slides smoothly and swiftly a short distance across the polished crystal, its movement finally coming to a halt as it rests gently against the curved, non-reflective base of a nearby matte white ceramic bowl, creating a striking contrast in texture and finish.", + "seed": 12034, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_13/index_9358_seed_12034_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04514924455434084, + "vlm_logprob": -0.04514924455434084, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.04514924455434084, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05384620651602745 + ], + "opposite_logprob_tokens": [ + -4.55384635925293 + ], + "logprob_reward": -0.05384620651602745, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.05384620651602745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1319417953491211, + 0.11131832003593445, + 0.06925959140062332, + 0.09639085084199905, + 0.1387883722782135, + 0.09738487750291824, + 0.1332172006368637, + 0.1146995946764946, + 0.045432671904563904, + 0.06156669929623604 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.05384620651602745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055014774203300476 + ], + "opposite_logprob_tokens": [ + -2.9300148487091064 + ], + "logprob_reward": -0.055014774203300476, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055014774203300476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.158550426363945, + 0.2706802785396576, + 0.10026948899030685, + 0.07038068026304245, + 0.06315016746520996, + 0.08981742709875107, + 0.0721023753285408, + 0.03080717660486698, + 0.10419807583093643, + 0.04004388675093651 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.055014774203300476 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015224544331431389 + ], + "opposite_logprob_tokens": [ + -6.501522541046143 + ], + "logprob_reward": -0.0015224544331431389, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015224544331431389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12763424217700958, + 0.22232313454151154, + 0.05982924625277519, + 0.09096187353134155, + 0.09811261296272278, + 0.13730932772159576, + 0.06153978407382965, + 0.06318460404872894, + 0.08810854703187943, + 0.05099663883447647 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.0015224544331431389 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901426941156387 + ], + "opposite_logprob_tokens": [ + -2.4640142917633057 + ], + "logprob_reward": -0.08901426941156387, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901426941156387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09988685697317123, + 0.2656101584434509, + 0.06647048890590668, + 0.0959508940577507, + 0.06885361671447754, + 0.08070430904626846, + 0.04518533870577812, + 0.13062620162963867, + 0.06886762380599976, + 0.07784442603588104 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.08901426941156387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348518207669258 + ], + "opposite_logprob_tokens": [ + -3.65134859085083 + ], + "logprob_reward": -0.026348518207669258, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348518207669258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14093920588493347, + 0.16687829792499542, + 0.09587816894054413, + 0.0669899508357048, + 0.04383554309606552, + 0.12544040381908417, + 0.11500278860330582, + 0.05873456224799156, + 0.04054363816976547, + 0.14575743675231934 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.026348518207669258 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in a static, slightly high-angle close-up, the high-fidelity 3D rendering focuses on a controlled physical scene on a kitchen countertop. A polished stainless steel fork initially balances precariously on its four prongs on a pristine, reflective white crystal surface. Bright, direct overhead kitchen lighting creates sharp, mirrored highlights on the fork's metal body and casts a crisp black shadow, its shape clearly reflected on the smooth countertop. The scene's stillness is broken as the surface begins to vibrate; the fork responds immediately, first with subtle, high-frequency oscillations that gradually increase in amplitude. As the vibrations intensify, the fork loses its delicate balance, wobbling violently for a moment before tipping over and falling to its side. Driven by residual energy, it slides smoothly and swiftly a short distance across the polished crystal, its movement finally coming to a halt as it rests gently against the curved, non-reflective base of a nearby matte white ceramic bowl, creating a striking contrast in texture and finish.", + "seed": 12035, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_13/index_9358_seed_12035_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01604731644038111, + "vlm_logprob": -0.01604731644038111, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.01604731644038111, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0315360389649868 + ], + "opposite_logprob_tokens": [ + -4.531536102294922 + ], + "logprob_reward": -0.0315360389649868, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0315360389649868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14626546204090118, + 0.11780663579702377, + 0.0613214485347271, + 0.1468460112810135, + 0.12951458990573883, + 0.0833907499909401, + 0.04246431961655617, + 0.0827103704214096, + 0.07707705348730087, + 0.11260336637496948 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0315360389649868 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020624464377760887 + ], + "opposite_logprob_tokens": [ + -3.8956243991851807 + ], + "logprob_reward": -0.020624464377760887, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020624464377760887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18148931860923767, + 0.19076009094715118, + 0.05853087827563286, + 0.1266060471534729, + 0.09342030435800552, + 0.13731609284877777, + 0.0597512312233448, + 0.05641774833202362, + 0.039249125868082047, + 0.05645924434065819 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.020624464377760887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013430631952360272 + ], + "opposite_logprob_tokens": [ + -6.626343250274658 + ], + "logprob_reward": -0.0013430631952360272, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013430631952360272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18510977923870087, + 0.17350663244724274, + 0.09370221942663193, + 0.17291778326034546, + 0.044052157551050186, + 0.07552085816860199, + 0.08686133474111557, + 0.06383287906646729, + 0.05827796086668968, + 0.04621841385960579 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0013430631952360272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190010726451874 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.014190010726451874, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190010726451874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11453931033611298, + 0.09135434031486511, + 0.03766210377216339, + 0.03525200113654137, + 0.058096081018447876, + 0.31203627586364746, + 0.11106889694929123, + 0.08554119616746902, + 0.11023120582103729, + 0.04421853646636009 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.014190010726451874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254300493746996 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.01254300493746996, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254300493746996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2585639953613281, + 0.061137888580560684, + 0.057218678295612335, + 0.08335193991661072, + 0.09991459548473358, + 0.1388685256242752, + 0.07803075015544891, + 0.10805321484804153, + 0.07440578192472458, + 0.040454644709825516 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.01254300493746996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in a static, slightly high-angle close-up, the high-fidelity 3D rendering focuses on a controlled physical scene on a kitchen countertop. A polished stainless steel fork initially balances precariously on its four prongs on a pristine, reflective white crystal surface. Bright, direct overhead kitchen lighting creates sharp, mirrored highlights on the fork's metal body and casts a crisp black shadow, its shape clearly reflected on the smooth countertop. The scene's stillness is broken as the surface begins to vibrate; the fork responds immediately, first with subtle, high-frequency oscillations that gradually increase in amplitude. As the vibrations intensify, the fork loses its delicate balance, wobbling violently for a moment before tipping over and falling to its side. Driven by residual energy, it slides smoothly and swiftly a short distance across the polished crystal, its movement finally coming to a halt as it rests gently against the curved, non-reflective base of a nearby matte white ceramic bowl, creating a striking contrast in texture and finish.", + "seed": 12036, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_13/index_9358_seed_12036_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012969102011993527, + "vlm_logprob": -0.012969102011993527, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.012969102011993527, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02196403592824936 + ], + "opposite_logprob_tokens": [ + -5.146964073181152 + ], + "logprob_reward": -0.02196403592824936, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.02196403592824936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24444204568862915, + 0.03269227594137192, + 0.0423499196767807, + 0.12349417060613632, + 0.23287621140480042, + 0.047205232083797455, + 0.0810713917016983, + 0.06665052473545074, + 0.05738794058561325, + 0.07183035463094711 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.02196403592824936 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023329418152570724 + ], + "opposite_logprob_tokens": [ + -3.773329496383667 + ], + "logprob_reward": -0.023329418152570724, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023329418152570724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1682911515235901, + 0.10444532334804535, + 0.057946205139160156, + 0.10818297415971756, + 0.24502798914909363, + 0.032031379640102386, + 0.07945191860198975, + 0.11452201753854752, + 0.05296342819929123, + 0.037137579172849655 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.023329418152570724 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007236960809677839 + ], + "opposite_logprob_tokens": [ + -7.250723838806152 + ], + "logprob_reward": -0.0007236960809677839, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007236960809677839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16694851219654083, + 0.03274476155638695, + 0.10853882879018784, + 0.09591008722782135, + 0.19493034482002258, + 0.10276617109775543, + 0.10767827183008194, + 0.059506382793188095, + 0.06273622065782547, + 0.06824038177728653 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0007236960809677839 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634235519915819 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634235519915819, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634235519915819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18601574003696442, + 0.02445872873067856, + 0.03446460887789726, + 0.06857854127883911, + 0.09450607746839523, + 0.05445228889584541, + 0.16629664599895477, + 0.1089363619685173, + 0.0754583477973938, + 0.1868327111005783 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.004634235519915819 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419412437826395 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.01419412437826395, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419412437826395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15089590847492218, + 0.037345487624406815, + 0.07707016170024872, + 0.07201018184423447, + 0.1808670163154602, + 0.04452912509441376, + 0.08988549560308456, + 0.20929524302482605, + 0.06631281226873398, + 0.0717884749174118 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.01419412437826395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured in a static, slightly high-angle close-up, the high-fidelity 3D rendering focuses on a controlled physical scene on a kitchen countertop. A polished stainless steel fork initially balances precariously on its four prongs on a pristine, reflective white crystal surface. Bright, direct overhead kitchen lighting creates sharp, mirrored highlights on the fork's metal body and casts a crisp black shadow, its shape clearly reflected on the smooth countertop. The scene's stillness is broken as the surface begins to vibrate; the fork responds immediately, first with subtle, high-frequency oscillations that gradually increase in amplitude. As the vibrations intensify, the fork loses its delicate balance, wobbling violently for a moment before tipping over and falling to its side. Driven by residual energy, it slides smoothly and swiftly a short distance across the polished crystal, its movement finally coming to a halt as it rests gently against the curved, non-reflective base of a nearby matte white ceramic bowl, creating a striking contrast in texture and finish.", + "seed": 12037, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_13/index_9358_seed_12037_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10221432941034436, + "vlm_logprob": -0.10221432941034436, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.10221432941034436, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05033183842897415 + ], + "opposite_logprob_tokens": [ + -3.3003318309783936 + ], + "logprob_reward": -0.05033183842897415, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.05033183842897415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1662416160106659, + 0.05024682730436325, + 0.14820024371147156, + 0.07693033665418625, + 0.025491494685411453, + 0.06900586187839508, + 0.08604345470666885, + 0.23855489492416382, + 0.08801567554473877, + 0.05126955732703209 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.05033183842897415 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34869492053985596 + ], + "opposite_logprob_tokens": [ + -1.223694920539856 + ], + "logprob_reward": -0.34869492053985596, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34869492053985596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18253763020038605, + 0.04881346598267555, + 0.1388675719499588, + 0.053983140736818314, + 0.031554896384477615, + 0.06452818214893341, + 0.07637648284435272, + 0.25301891565322876, + 0.08833403885364532, + 0.061985619366168976 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.34869492053985596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746845785528421 + ], + "opposite_logprob_tokens": [ + -5.006746768951416 + ], + "logprob_reward": -0.006746845785528421, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746845785528421, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15740054845809937, + 0.03948328644037247, + 0.1568121612071991, + 0.06925147026777267, + 0.08263910561800003, + 0.13561514019966125, + 0.0778883546590805, + 0.1421305239200592, + 0.08615157753229141, + 0.052627842873334885 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.006746845785528421 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895254343748093 + ], + "opposite_logprob_tokens": [ + -2.5789525508880615 + ], + "logprob_reward": -0.07895254343748093, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895254343748093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18238209187984467, + 0.06777942180633545, + 0.12245383858680725, + 0.05509805679321289, + 0.037960659712553024, + 0.0582423135638237, + 0.09529959410429001, + 0.1822969913482666, + 0.09387684613466263, + 0.10461021214723587 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.07895254343748093 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a polished stainless steel fork initially balancing on its four prongs on a white crystal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the fork vibrate, oscillate, and eventually tip over and fall to its side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fallen fork slide across the surface and come to rest against a matte white ceramic bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright, direct overhead lighting creating sharp mirrored highlights and a crisp black shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345498859882355 + ], + "opposite_logprob_tokens": [ + -3.6513454914093018 + ], + "logprob_reward": -0.026345498859882355, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345498859882355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17474403977394104, + 0.06511592864990234, + 0.12286937981843948, + 0.08228663355112076, + 0.0464261919260025, + 0.05484095588326454, + 0.07983535528182983, + 0.21209150552749634, + 0.07163158804178238, + 0.09015842527151108 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.026345498859882355 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_14/index_tensor([566, 566])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_14/index_tensor([566, 566])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a874b15b147263c9d9b082fe2c048db5fb098688 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_14/index_tensor([566, 566])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "panning medium shot, styled in 2D animation, steadily follows a young elf maiden as she rides a majestic unicorn, gracefully and powerfully galloping through an enchanted forest. The elf maiden, with pointed ears and luminous eyes filled with wonder, wears a flowing emerald green tunic, her waist-length platinum hair flowing back like silk in the air currents created by her galloping speed. The unicorn beneath her is a sleek, snow-white beast, its spiral horn gleaming like pearls, and its long mane shimmering with silver as it gallops. They journey through a world of striking color, where countless magical lanterns radiate a warm golden light suspended from the branches of ancient, massive trees. This light filters through dense foliage shimmering in deep purple and royal blue, casting a constantly shifting, dappled cast upon them. As they dash forward, ferns and broad fronds in the foreground periodically pass by the camera, heightening the sense of speed and immersion. The entire scene embodies a hand-drawn, animated aesthetic imbued with a sense of fantastical adventure and pure joy.", + "seed": 19240, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_14/index_566_seed_19240_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13773563429713248, + "vlm_logprob": -0.13773563429713248, + "vlm_yes_no_margin": 2.299999976158142, + "vlm_token_credit": -0.13773563429713248, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036846742033958435 + ], + "opposite_logprob_tokens": [ + -3.41184663772583 + ], + "logprob_reward": -0.036846742033958435, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.036846742033958435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2414693683385849, + 0.04679016396403313, + 0.08460640162229538, + 0.062134306877851486, + 0.017134644091129303, + 0.08192164450883865, + 0.10273946076631546, + 0.1151580810546875, + 0.0742642879486084, + 0.17378172278404236 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.036846742033958435 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868157580494881 + ], + "opposite_logprob_tokens": [ + -3.0486814975738525 + ], + "logprob_reward": -0.04868157580494881, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868157580494881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10393086820840836, + 0.11498714238405228, + 0.17492084205150604, + 0.2206387221813202, + 0.016410401090979576, + 0.03357306867837906, + 0.10012603551149368, + 0.11342325806617737, + 0.04542158916592598, + 0.0765681192278862 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.04868157580494881 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906017988920212 + ], + "opposite_logprob_tokens": [ + -2.464060068130493 + ], + "logprob_reward": -0.08906017988920212, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906017988920212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1305847018957138, + 0.059067502617836, + 0.1603947877883911, + 0.2330613136291504, + 0.0258488766849041, + 0.02817641571164131, + 0.084063321352005, + 0.09326126426458359, + 0.06503359973430634, + 0.12050820142030716 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.08906017988920212 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870563209056854 + ], + "opposite_logprob_tokens": [ + -1.1370563507080078 + ], + "logprob_reward": -0.3870563209056854, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870563209056854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1555308997631073, + 0.09123315662145615, + 0.19843553006649017, + 0.269069641828537, + 0.021162157878279686, + 0.015393134206533432, + 0.04006825014948845, + 0.05588137358427048, + 0.07488914579153061, + 0.07833675295114517 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.3870563209056854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703335285186768 + ], + "opposite_logprob_tokens": [ + -2.127033233642578 + ], + "logprob_reward": -0.12703335285186768, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12703335285186768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13513745367527008, + 0.07060076296329498, + 0.14631842076778412, + 0.16164514422416687, + 0.05860922485589981, + 0.019393259659409523, + 0.049349457025527954, + 0.09550753980875015, + 0.05935870483517647, + 0.20408004522323608 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.12703335285186768 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panning medium shot, styled in 2D animation, steadily follows a young elf maiden as she rides a majestic unicorn, gracefully and powerfully galloping through an enchanted forest. The elf maiden, with pointed ears and luminous eyes filled with wonder, wears a flowing emerald green tunic, her waist-length platinum hair flowing back like silk in the air currents created by her galloping speed. The unicorn beneath her is a sleek, snow-white beast, its spiral horn gleaming like pearls, and its long mane shimmering with silver as it gallops. They journey through a world of striking color, where countless magical lanterns radiate a warm golden light suspended from the branches of ancient, massive trees. This light filters through dense foliage shimmering in deep purple and royal blue, casting a constantly shifting, dappled cast upon them. As they dash forward, ferns and broad fronds in the foreground periodically pass by the camera, heightening the sense of speed and immersion. The entire scene embodies a hand-drawn, animated aesthetic imbued with a sense of fantastical adventure and pure joy.", + "seed": 19241, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_14/index_566_seed_19241_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17316726893186568, + "vlm_logprob": -0.17316726893186568, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.17316726893186568, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04209441691637039 + ], + "opposite_logprob_tokens": [ + -3.2920944690704346 + ], + "logprob_reward": -0.04209441691637039, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04209441691637039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10534115880727768, + 0.15207883715629578, + 0.040549136698246, + 0.19980540871620178, + 0.1403481811285019, + 0.0753604993224144, + 0.018938174471259117, + 0.20839107036590576, + 0.028465893119573593, + 0.03072166256606579 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.04209441691637039 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003448903560638 + ], + "opposite_logprob_tokens": [ + -2.6950345039367676 + ], + "logprob_reward": -0.07003448903560638, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003448903560638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20509009063243866, + 0.10950767248868942, + 0.06675811111927032, + 0.1626480668783188, + 0.07751599699258804, + 0.07077523320913315, + 0.06931807100772858, + 0.16803491115570068, + 0.026329688727855682, + 0.044022202491760254 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.07003448903560638 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603822261095047 + ], + "opposite_logprob_tokens": [ + -1.9103822708129883 + ], + "logprob_reward": -0.1603822261095047, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603822261095047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13143184781074524, + 0.08987300843000412, + 0.10585395246744156, + 0.14987023174762726, + 0.13581395149230957, + 0.07603508979082108, + 0.050568584352731705, + 0.19310913980007172, + 0.03598220273852348, + 0.03146202117204666 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.1603822261095047 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233190655708313 + ], + "opposite_logprob_tokens": [ + -0.8983190655708313 + ], + "logprob_reward": -0.5233190655708313, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233190655708313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06127629429101944, + 0.06131192669272423, + 0.061770543456077576, + 0.2511095404624939, + 0.09410158544778824, + 0.09771066159009933, + 0.027254896238446236, + 0.29315653443336487, + 0.02914547175168991, + 0.023162564262747765 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.5233190655708313 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000614702701569 + ], + "opposite_logprob_tokens": [ + -2.6950061321258545 + ], + "logprob_reward": -0.07000614702701569, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000614702701569, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07520253956317902, + 0.06667974591255188, + 0.04709983989596367, + 0.1846119612455368, + 0.21558623015880585, + 0.0746299996972084, + 0.1823820322751999, + 0.09797700494527817, + 0.017806008458137512, + 0.038024622946977615 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.07000614702701569 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "panning medium shot, styled in 2D animation, steadily follows a young elf maiden as she rides a majestic unicorn, gracefully and powerfully galloping through an enchanted forest. The elf maiden, with pointed ears and luminous eyes filled with wonder, wears a flowing emerald green tunic, her waist-length platinum hair flowing back like silk in the air currents created by her galloping speed. The unicorn beneath her is a sleek, snow-white beast, its spiral horn gleaming like pearls, and its long mane shimmering with silver as it gallops. They journey through a world of striking color, where countless magical lanterns radiate a warm golden light suspended from the branches of ancient, massive trees. This light filters through dense foliage shimmering in deep purple and royal blue, casting a constantly shifting, dappled cast upon them. As they dash forward, ferns and broad fronds in the foreground periodically pass by the camera, heightening the sense of speed and immersion. The entire scene embodies a hand-drawn, animated aesthetic imbued with a sense of fantastical adventure and pure joy.", + "seed": 19242, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_14/index_566_seed_19242_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2677168190479279, + "vlm_logprob": -0.2677168190479279, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.2677168190479279, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.059438444674015045 + ], + "opposite_logprob_tokens": [ + -2.934438467025757 + ], + "logprob_reward": -0.059438444674015045, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.059438444674015045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8655959367752075, + 0.020140981301665306, + 0.018101928755640984, + 0.006329372525215149, + 0.007840586826205254, + 0.02717655524611473, + 0.017048150300979614, + 0.004655345343053341, + 0.008811493404209614, + 0.024299651384353638 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.059438444674015045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295928806066513 + ], + "opposite_logprob_tokens": [ + -2.237959384918213 + ], + "logprob_reward": -0.11295928806066513, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295928806066513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5009092092514038, + 0.10102792084217072, + 0.018052121624350548, + 0.016567451879382133, + 0.02376515045762062, + 0.06996302306652069, + 0.033776767551898956, + 0.02749837562441826, + 0.06838894635438919, + 0.1400509774684906 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.11295928806066513 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296333372592926 + ], + "opposite_logprob_tokens": [ + -2.2379634380340576 + ], + "logprob_reward": -0.11296333372592926, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296333372592926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5052924752235413, + 0.056061845272779465, + 0.016388367861509323, + 0.01440878864377737, + 0.03551151230931282, + 0.06806294620037079, + 0.023606058210134506, + 0.008021578192710876, + 0.02103320322930813, + 0.25161319971084595 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.11296333372592926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742512106895447 + ], + "opposite_logprob_tokens": [ + -0.4742512106895447 + ], + "logprob_reward": -0.9742512106895447, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742512106895447, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.7253199219703674, + 0.027761109173297882, + 0.007417989429086447, + 0.014314088970422745, + 0.021231787279248238, + 0.020426783710718155, + 0.017939746379852295, + 0.012814579531550407, + 0.014795989729464054, + 0.13797801733016968 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.9742512106895447 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897181808948517 + ], + "opposite_logprob_tokens": [ + -2.5789718627929688 + ], + "logprob_reward": -0.07897181808948517, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897181808948517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31162187457084656, + 0.10666675120592117, + 0.0244582649320364, + 0.020968616008758545, + 0.1322038620710373, + 0.20116184651851654, + 0.020785342901945114, + 0.013067749328911304, + 0.01785951480269432, + 0.15120619535446167 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.07897181808948517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "panning medium shot, styled in 2D animation, steadily follows a young elf maiden as she rides a majestic unicorn, gracefully and powerfully galloping through an enchanted forest. The elf maiden, with pointed ears and luminous eyes filled with wonder, wears a flowing emerald green tunic, her waist-length platinum hair flowing back like silk in the air currents created by her galloping speed. The unicorn beneath her is a sleek, snow-white beast, its spiral horn gleaming like pearls, and its long mane shimmering with silver as it gallops. They journey through a world of striking color, where countless magical lanterns radiate a warm golden light suspended from the branches of ancient, massive trees. This light filters through dense foliage shimmering in deep purple and royal blue, casting a constantly shifting, dappled cast upon them. As they dash forward, ferns and broad fronds in the foreground periodically pass by the camera, heightening the sense of speed and immersion. The entire scene embodies a hand-drawn, animated aesthetic imbued with a sense of fantastical adventure and pure joy.", + "seed": 19243, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_14/index_566_seed_19243_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19560808166861535, + "vlm_logprob": -0.19560808166861535, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.19560808166861535, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028813611716032028 + ], + "opposite_logprob_tokens": [ + -3.653813600540161 + ], + "logprob_reward": -0.028813611716032028, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028813611716032028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23184433579444885, + 0.04925496131181717, + 0.0217095036059618, + 0.2144361138343811, + 0.03589567914605141, + 0.07244057953357697, + 0.019449863582849503, + 0.14021466672420502, + 0.11078328639268875, + 0.10397101193666458 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.028813611716032028 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034126788377762 + ], + "opposite_logprob_tokens": [ + -2.350341320037842 + ], + "logprob_reward": -0.10034126788377762, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034126788377762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2507116198539734, + 0.029079968109726906, + 0.0174274779856205, + 0.10658462345600128, + 0.03536137193441391, + 0.09798061102628708, + 0.023982645943760872, + 0.35378074645996094, + 0.04593217000365257, + 0.039158787578344345 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.10034126788377762 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906552940607071 + ], + "opposite_logprob_tokens": [ + -2.4640655517578125 + ], + "logprob_reward": -0.08906552940607071, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906552940607071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39914384484291077, + 0.0445101223886013, + 0.025552961975336075, + 0.14274412393569946, + 0.02039935439825058, + 0.08315201848745346, + 0.035654548555612564, + 0.1217176616191864, + 0.07091210037469864, + 0.05621321499347687 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.08906552940607071 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327889561653137 + ], + "opposite_logprob_tokens": [ + -0.7577889561653137 + ], + "logprob_reward": -0.6327889561653137, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327889561653137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2290308028459549, + 0.04768729582428932, + 0.024672962725162506, + 0.1316014975309372, + 0.015855899080634117, + 0.14410069584846497, + 0.030545957386493683, + 0.0849301666021347, + 0.09903941303491592, + 0.19253531098365784 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.6327889561653137 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video styled in a 2D animation aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young elf maiden with pointed ears and platinum hair riding a snow-white unicorn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicorn wearing a spiral horn that gleams like pearls and has a silver mane?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the characters galloping through an enchanted forest with ancient trees and magical lanterns emitting warm golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to follow the characters as they move forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703104317188263 + ], + "opposite_logprob_tokens": [ + -2.127031087875366 + ], + "logprob_reward": -0.12703104317188263, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703104317188263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18668152391910553, + 0.10763204842805862, + 0.03126165643334389, + 0.2744472920894623, + 0.05486886948347092, + 0.162420392036438, + 0.027926413342356682, + 0.03638336434960365, + 0.062227461487054825, + 0.056151073426008224 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.12703104317188263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_15/index_tensor([20, 20])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_15/index_tensor([20, 20])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..837a20a27f827580e92e5b763638e14884a0ca97 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_15/index_tensor([20, 20])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up meticulously depicts a glistening mass of thick, translucent amber syrup as it falls onto the edge of a smooth, golden-brown surface—perhaps a stack of pancakes. Soft, warm light, reminiscent of early morning sunlight, streams in from the side, creating brilliant highlights and casting gentle, diffuse shadows across the syrup's viscous, curving shape. Under the relentless pull of gravity, the mass begins to yield; it slowly deforms, a thick, syrupy tendril extending downward, its smooth surface subtly rippled with movement. As the syrup deliberately flows onto a gently tilted pristine white ceramic plate, the main body of the syrup stretches and curls, its leading edge converging into a small, expanding circle upon contact. The entire scene, rendered in hyper-realistic detail, focuses on the interplay of light, texture, and movement, creating an atmosphere that is tranquil, appetizing, and deeply satisfying.", + "seed": 22525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_15/index_20_seed_22525_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23957388903945684, + "vlm_logprob": -0.23957388903945684, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.23957388903945684, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06479077786207199 + ], + "opposite_logprob_tokens": [ + -2.814790725708008 + ], + "logprob_reward": -0.06479077786207199, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06479077786207199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09334451705217361, + 0.08434245735406876, + 0.05803772807121277, + 0.23202034831047058, + 0.09684368222951889, + 0.049717407673597336, + 0.1803314983844757, + 0.12482345104217529, + 0.0459057055413723, + 0.03463318943977356 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.06479077786207199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328736543655396 + ], + "opposite_logprob_tokens": [ + -0.7578736543655396 + ], + "logprob_reward": -0.6328736543655396, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328736543655396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1030007153749466, + 0.153346985578537, + 0.04001984745264053, + 0.33006739616394043, + 0.07783395051956177, + 0.03357114642858505, + 0.14428123831748962, + 0.02281520701944828, + 0.050432272255420685, + 0.044631268829107285 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.6328736543655396 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821223832666874 + ], + "opposite_logprob_tokens": [ + -4.01821231842041 + ], + "logprob_reward": -0.01821223832666874, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821223832666874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1317165493965149, + 0.0682816132903099, + 0.07886089384555817, + 0.0636351928114891, + 0.03865164890885353, + 0.03524753078818321, + 0.13235366344451904, + 0.12565913796424866, + 0.10451580584049225, + 0.22107797861099243 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.01821223832666874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47435104846954346 + ], + "opposite_logprob_tokens": [ + -0.9743510484695435 + ], + "logprob_reward": -0.47435104846954346, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47435104846954346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06200054660439491, + 0.1734149158000946, + 0.057053130120038986, + 0.3466256260871887, + 0.09464994072914124, + 0.020436828956007957, + 0.05279756337404251, + 0.07442169636487961, + 0.05552889406681061, + 0.06307082623243332 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.47435104846954346 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076417261734604836 + ], + "opposite_logprob_tokens": [ + -4.882641792297363 + ], + "logprob_reward": -0.0076417261734604836, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076417261734604836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07954002171754837, + 0.10949122905731201, + 0.06652814149856567, + 0.23643511533737183, + 0.07194917649030685, + 0.04288020357489586, + 0.14526881277561188, + 0.0353451631963253, + 0.17169563472270966, + 0.04086652770638466 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.0076417261734604836 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up meticulously depicts a glistening mass of thick, translucent amber syrup as it falls onto the edge of a smooth, golden-brown surface—perhaps a stack of pancakes. Soft, warm light, reminiscent of early morning sunlight, streams in from the side, creating brilliant highlights and casting gentle, diffuse shadows across the syrup's viscous, curving shape. Under the relentless pull of gravity, the mass begins to yield; it slowly deforms, a thick, syrupy tendril extending downward, its smooth surface subtly rippled with movement. As the syrup deliberately flows onto a gently tilted pristine white ceramic plate, the main body of the syrup stretches and curls, its leading edge converging into a small, expanding circle upon contact. The entire scene, rendered in hyper-realistic detail, focuses on the interplay of light, texture, and movement, creating an atmosphere that is tranquil, appetizing, and deeply satisfying.", + "seed": 22526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_15/index_20_seed_22526_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.27184104919433594, + "vlm_logprob": -0.27184104919433594, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.27184104919433594, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04091533645987511 + ], + "opposite_logprob_tokens": [ + -3.2909152507781982 + ], + "logprob_reward": -0.04091533645987511, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04091533645987511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05338188260793686, + 0.06741661578416824, + 0.0925200954079628, + 0.15063394606113434, + 0.18202318251132965, + 0.02658822387456894, + 0.09103269875049591, + 0.049230899661779404, + 0.0450991727411747, + 0.24207323789596558 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.04091533645987511 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743340611457825 + ], + "opposite_logprob_tokens": [ + -0.47433406114578247 + ], + "logprob_reward": -0.9743340611457825, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743340611457825, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0898609533905983, + 0.03728589415550232, + 0.07598605751991272, + 0.1386275589466095, + 0.15870508551597595, + 0.03675156459212303, + 0.043972138315439224, + 0.07677144557237625, + 0.03582858294248581, + 0.30621063709259033 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.9743340611457825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020625164732336998 + ], + "opposite_logprob_tokens": [ + -3.895625114440918 + ], + "logprob_reward": -0.020625164732336998, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020625164732336998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1040240004658699, + 0.05750757083296776, + 0.06767859309911728, + 0.1252639889717102, + 0.17196382582187653, + 0.05809793993830681, + 0.033595502376556396, + 0.07529193162918091, + 0.0745764970779419, + 0.23200009763240814 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.020625164732336998 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135276734828949 + ], + "opposite_logprob_tokens": [ + -1.3135277032852173 + ], + "logprob_reward": -0.3135276734828949, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135276734828949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05482310429215431, + 0.05496334284543991, + 0.06796363741159439, + 0.10905304551124573, + 0.13505463302135468, + 0.09490137547254562, + 0.022894510999321938, + 0.12020474672317505, + 0.04062865301966667, + 0.29951295256614685 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.3135276734828949 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009803010150790215 + ], + "opposite_logprob_tokens": [ + -4.63480281829834 + ], + "logprob_reward": -0.009803010150790215, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009803010150790215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15633468329906464, + 0.09398940950632095, + 0.10733813047409058, + 0.13720376789569855, + 0.04124050214886665, + 0.16160286962985992, + 0.04529627785086632, + 0.03714463487267494, + 0.030762815847992897, + 0.1890869140625 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.009803010150790215 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up meticulously depicts a glistening mass of thick, translucent amber syrup as it falls onto the edge of a smooth, golden-brown surface—perhaps a stack of pancakes. Soft, warm light, reminiscent of early morning sunlight, streams in from the side, creating brilliant highlights and casting gentle, diffuse shadows across the syrup's viscous, curving shape. Under the relentless pull of gravity, the mass begins to yield; it slowly deforms, a thick, syrupy tendril extending downward, its smooth surface subtly rippled with movement. As the syrup deliberately flows onto a gently tilted pristine white ceramic plate, the main body of the syrup stretches and curls, its leading edge converging into a small, expanding circle upon contact. The entire scene, rendered in hyper-realistic detail, focuses on the interplay of light, texture, and movement, creating an atmosphere that is tranquil, appetizing, and deeply satisfying.", + "seed": 22527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_15/index_20_seed_22527_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.26754700746387244, + "vlm_logprob": -0.26754700746387244, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.26754700746387244, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20572113990783691 + ], + "opposite_logprob_tokens": [ + -1.705721139907837 + ], + "logprob_reward": -0.20572113990783691, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20572113990783691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08483801782131195, + 0.08827260881662369, + 0.04272168129682541, + 0.05524737387895584, + 0.0325004905462265, + 0.2582179307937622, + 0.03497020900249481, + 0.06403235346078873, + 0.30520099401474, + 0.033998433500528336 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.20572113990783691 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983737230300903 + ], + "opposite_logprob_tokens": [ + -0.5233737230300903 + ], + "logprob_reward": -0.8983737230300903, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983737230300903, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05932813882827759, + 0.0793038159608841, + 0.20646518468856812, + 0.0865248367190361, + 0.07777954638004303, + 0.19557125866413116, + 0.09373106807470322, + 0.04433882236480713, + 0.11063438653945923, + 0.04632291570305824 + ], + "top_frames": [ + 2, + 5, + 8 + ], + "selected_reward": -0.8983737230300903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02333465963602066 + ], + "opposite_logprob_tokens": [ + -3.7733347415924072 + ], + "logprob_reward": -0.02333465963602066, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02333465963602066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13052190840244293, + 0.06707264482975006, + 0.08887683600187302, + 0.07157222181558609, + 0.08869217336177826, + 0.18245744705200195, + 0.12588714063167572, + 0.04016828536987305, + 0.1096268966794014, + 0.09512445330619812 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.02333465963602066 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20164702832698822 + ], + "opposite_logprob_tokens": [ + -1.7016470432281494 + ], + "logprob_reward": -0.20164702832698822, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20164702832698822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05984822288155556, + 0.05780559778213501, + 0.12686605751514435, + 0.04832819849252701, + 0.05672614648938179, + 0.353936105966568, + 0.05539694428443909, + 0.04521389678120613, + 0.17137198150157928, + 0.02450677566230297 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.20164702832698822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658486418426037 + ], + "opposite_logprob_tokens": [ + -4.758658409118652 + ], + "logprob_reward": -0.008658486418426037, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658486418426037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10481663048267365, + 0.07482478767633438, + 0.09681852161884308, + 0.05117128789424896, + 0.07880742847919464, + 0.17035908997058868, + 0.1372663378715515, + 0.041392747312784195, + 0.09210168570280075, + 0.15244154632091522 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.008658486418426037 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up meticulously depicts a glistening mass of thick, translucent amber syrup as it falls onto the edge of a smooth, golden-brown surface—perhaps a stack of pancakes. Soft, warm light, reminiscent of early morning sunlight, streams in from the side, creating brilliant highlights and casting gentle, diffuse shadows across the syrup's viscous, curving shape. Under the relentless pull of gravity, the mass begins to yield; it slowly deforms, a thick, syrupy tendril extending downward, its smooth surface subtly rippled with movement. As the syrup deliberately flows onto a gently tilted pristine white ceramic plate, the main body of the syrup stretches and curls, its leading edge converging into a small, expanding circle upon contact. The entire scene, rendered in hyper-realistic detail, focuses on the interplay of light, texture, and movement, creating an atmosphere that is tranquil, appetizing, and deeply satisfying.", + "seed": 22528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_15/index_20_seed_22528_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.43754346407949923, + "vlm_logprob": -0.43754346407949923, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.43754346407949923, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0656125545501709 + ], + "opposite_logprob_tokens": [ + -2.815612554550171 + ], + "logprob_reward": -0.0656125545501709, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0656125545501709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5610167384147644, + 0.04156937077641487, + 0.04808386042714119, + 0.11518388986587524, + 0.046238772571086884, + 0.04133084416389465, + 0.02895008586347103, + 0.03882315754890442, + 0.03167528659105301, + 0.047127995640039444 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0656125545501709 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103587865829468 + ], + "opposite_logprob_tokens": [ + -0.1603587567806244 + ], + "logprob_reward": -1.9103587865829468, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103587865829468, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23230934143066406, + 0.21645556390285492, + 0.12427237629890442, + 0.057437460869550705, + 0.11561913788318634, + 0.08293319493532181, + 0.0242557805031538, + 0.030198266729712486, + 0.057719636708498, + 0.058799248188734055 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -1.9103587865829468 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020634740591049194 + ], + "opposite_logprob_tokens": [ + -3.895634651184082 + ], + "logprob_reward": -0.020634740591049194, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020634740591049194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38277819752693176, + 0.15249545872211456, + 0.11733216047286987, + 0.03513888642191887, + 0.08633144199848175, + 0.054323192685842514, + 0.03770216926932335, + 0.04548778012394905, + 0.05323319882154465, + 0.03517754375934601 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.020634740591049194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18001751601696014 + ], + "opposite_logprob_tokens": [ + -1.8050174713134766 + ], + "logprob_reward": -0.18001751601696014, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18001751601696014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5721704363822937, + 0.04013332352042198, + 0.03451962396502495, + 0.06796485185623169, + 0.031181856989860535, + 0.12414176017045975, + 0.015288488939404488, + 0.02809818461537361, + 0.05754519999027252, + 0.02895631454885006 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.18001751601696014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, extreme close-up of a glistening mass of thick, translucent amber syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the syrup fall onto a smooth, golden-brown surface that resembles a stack of pancakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by soft, warm light streaming from the side to create highlights and diffuse shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup flow onto a gently tilted, pristine white ceramic plate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the syrup stretch and curl as it flows, with its leading edge converging into a small, expanding circle upon contact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109372265636921 + ], + "opposite_logprob_tokens": [ + -4.511093616485596 + ], + "logprob_reward": -0.01109372265636921, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109372265636921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23950593173503876, + 0.12479744106531143, + 0.11422264575958252, + 0.08084673434495926, + 0.10992378741502762, + 0.06750532984733582, + 0.02140580490231514, + 0.017077920958399773, + 0.1880921721458435, + 0.03662225976586342 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.01109372265636921 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_2/index_tensor([9124, 9124])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_2/index_tensor([9124, 9124])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a0213461837309be64749083d74ea3c9477338a7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_2/index_tensor([9124, 9124])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, tight close-up focuses on a clear plastic dish soap bottle filled with a vibrant emerald green liquid, resting on a polished dark granite countertop speckled with silver. Bright, indirect daylight streams through an unseen kitchen window, flooding the scene, creating soft highlights on the bottle's curved surface and making the liquid inside glow. The bottle vibrates continuously due to a subtle, unseen oscillation, causing the green soap to stir violently. Inside, a vast mass of vibrant white foam rapidly forms, swirling and rising in a chaotic, enclosed vortex, filling the empty space. Individual bubbles shimmer as they squeeze and collapse. A clear interior wall is visible. The background is a soft-focus blur of white subway tiles, ensuring all attention is focused on the captivating, dynamic action within the bottle, creating an atmosphere of clean, bright, and scientific observation.", + "seed": 8429, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_2/index_9124_seed_8429_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1525824749842286, + "vlm_logprob": -0.1525824749842286, + "vlm_yes_no_margin": 2.824999952316284, + "vlm_token_credit": -0.1525824749842286, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01912522315979004 + ], + "opposite_logprob_tokens": [ + -4.019124984741211 + ], + "logprob_reward": -0.01912522315979004, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01912522315979004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20849229395389557, + 0.07190974801778793, + 0.032529912889003754, + 0.07492433488368988, + 0.08000101149082184, + 0.18734367191791534, + 0.09863453358411789, + 0.08478851616382599, + 0.09406169503927231, + 0.0673142522573471 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.01912522315979004 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270873248577118 + ], + "opposite_logprob_tokens": [ + -2.127087354660034 + ], + "logprob_reward": -0.1270873248577118, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270873248577118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17259545624256134, + 0.10125565528869629, + 0.049571678042411804, + 0.03944896534085274, + 0.10285498946905136, + 0.1376691460609436, + 0.04243288189172745, + 0.1218058168888092, + 0.06898680329322815, + 0.16337865591049194 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.1270873248577118 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761501789093018 + ], + "opposite_logprob_tokens": [ + -0.8261501789093018 + ], + "logprob_reward": -0.5761501789093018, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761501789093018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1472342163324356, + 0.07488610595464706, + 0.023056508973240852, + 0.08707671612501144, + 0.09213965386152267, + 0.33000093698501587, + 0.06698793172836304, + 0.05041121318936348, + 0.0704968199133873, + 0.05770997703075409 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.5761501789093018 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419729832559824 + ], + "opposite_logprob_tokens": [ + -4.26419734954834 + ], + "logprob_reward": -0.01419729832559824, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419729832559824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1660485714673996, + 0.038068562746047974, + 0.11170917004346848, + 0.19364313781261444, + 0.12110459804534912, + 0.11041804403066635, + 0.04990054666996002, + 0.036495812237262726, + 0.06495458632707596, + 0.10765692591667175 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.01419729832559824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352349668741226 + ], + "opposite_logprob_tokens": [ + -3.6513524055480957 + ], + "logprob_reward": -0.026352349668741226, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352349668741226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08948176354169846, + 0.032173361629247665, + 0.04519648477435112, + 0.1907775104045868, + 0.1559162735939026, + 0.1817006766796112, + 0.046471644192934036, + 0.07160710543394089, + 0.11061990261077881, + 0.07605527341365814 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.026352349668741226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on a clear plastic dish soap bottle filled with a vibrant emerald green liquid, resting on a polished dark granite countertop speckled with silver. Bright, indirect daylight streams through an unseen kitchen window, flooding the scene, creating soft highlights on the bottle's curved surface and making the liquid inside glow. The bottle vibrates continuously due to a subtle, unseen oscillation, causing the green soap to stir violently. Inside, a vast mass of vibrant white foam rapidly forms, swirling and rising in a chaotic, enclosed vortex, filling the empty space. Individual bubbles shimmer as they squeeze and collapse. A clear interior wall is visible. The background is a soft-focus blur of white subway tiles, ensuring all attention is focused on the captivating, dynamic action within the bottle, creating an atmosphere of clean, bright, and scientific observation.", + "seed": 8430, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_2/index_9124_seed_8430_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08679633922874927, + "vlm_logprob": -0.08679633922874927, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.08679633922874927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034632761031389236 + ], + "opposite_logprob_tokens": [ + -3.409632682800293 + ], + "logprob_reward": -0.034632761031389236, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034632761031389236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0693759173154831, + 0.024137623608112335, + 0.12731878459453583, + 0.11326499283313751, + 0.07958775013685226, + 0.07234341651201248, + 0.03815440461039543, + 0.11684144288301468, + 0.27164629101753235, + 0.08732938766479492 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.034632761031389236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004337757825851 + ], + "opposite_logprob_tokens": [ + -2.6950433254241943 + ], + "logprob_reward": -0.07004337757825851, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004337757825851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13962393999099731, + 0.0901104062795639, + 0.05660909414291382, + 0.22226765751838684, + 0.08858386427164078, + 0.07156495749950409, + 0.023986786603927612, + 0.03475918248295784, + 0.20716853439807892, + 0.06532557308673859 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.07004337757825851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813208997249603 + ], + "opposite_logprob_tokens": [ + -1.4063209295272827 + ], + "logprob_reward": -0.2813208997249603, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813208997249603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03807755559682846, + 0.0217907577753067, + 0.1009993776679039, + 0.06370104849338531, + 0.1597042977809906, + 0.0667310580611229, + 0.13304521143436432, + 0.24074982106685638, + 0.1280524879693985, + 0.04714832082390785 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.2813208997249603 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818355917930603 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.01818355917930603, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818355917930603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10901246219873428, + 0.07987003773450851, + 0.10898509621620178, + 0.12409643083810806, + 0.09833698719739914, + 0.02339286170899868, + 0.07018127292394638, + 0.10510875284671783, + 0.1397343873977661, + 0.14128169417381287 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.01818355917930603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801098629832268 + ], + "opposite_logprob_tokens": [ + -3.5298011302948 + ], + "logprob_reward": -0.029801098629832268, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801098629832268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08635544031858444, + 0.054679516702890396, + 0.05727735534310341, + 0.12232302874326706, + 0.1172197014093399, + 0.17362388968467712, + 0.1481584906578064, + 0.06395435333251953, + 0.11414012312889099, + 0.06226808950304985 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.029801098629832268 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on a clear plastic dish soap bottle filled with a vibrant emerald green liquid, resting on a polished dark granite countertop speckled with silver. Bright, indirect daylight streams through an unseen kitchen window, flooding the scene, creating soft highlights on the bottle's curved surface and making the liquid inside glow. The bottle vibrates continuously due to a subtle, unseen oscillation, causing the green soap to stir violently. Inside, a vast mass of vibrant white foam rapidly forms, swirling and rising in a chaotic, enclosed vortex, filling the empty space. Individual bubbles shimmer as they squeeze and collapse. A clear interior wall is visible. The background is a soft-focus blur of white subway tiles, ensuring all attention is focused on the captivating, dynamic action within the bottle, creating an atmosphere of clean, bright, and scientific observation.", + "seed": 8431, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_2/index_9124_seed_8431_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2405669704079628, + "vlm_logprob": -0.2405669704079628, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.2405669704079628, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03151986747980118 + ], + "opposite_logprob_tokens": [ + -3.531519889831543 + ], + "logprob_reward": -0.03151986747980118, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03151986747980118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16559500992298126, + 0.07124534994363785, + 0.05930323153734207, + 0.08791079372167587, + 0.15720468759536743, + 0.24997547268867493, + 0.03567546606063843, + 0.074882872402668, + 0.05474649742245674, + 0.04346063733100891 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.03151986747980118 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212064385414124 + ], + "opposite_logprob_tokens": [ + -1.5021206140518188 + ], + "logprob_reward": -0.25212064385414124, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212064385414124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1659124493598938, + 0.06992290914058685, + 0.038305915892124176, + 0.05158614367246628, + 0.06629912555217743, + 0.1880965232849121, + 0.05191135033965111, + 0.0345069095492363, + 0.03302634507417679, + 0.3004322946071625 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.25212064385414124 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261273503303528 + ], + "opposite_logprob_tokens": [ + -0.5761273503303528 + ], + "logprob_reward": -0.8261273503303528, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261273503303528, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12487249821424484, + 0.10205282270908356, + 0.03264107182621956, + 0.03886610269546509, + 0.1261983960866928, + 0.09806749224662781, + 0.09144002199172974, + 0.0916793942451477, + 0.18548336625099182, + 0.10869880765676498 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.8261273503303528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810694068670273 + ], + "opposite_logprob_tokens": [ + -3.288106918334961 + ], + "logprob_reward": -0.03810694068670273, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810694068670273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10760442912578583, + 0.23916810750961304, + 0.06868764758110046, + 0.0899786427617073, + 0.04698726534843445, + 0.08498816937208176, + 0.022200364619493484, + 0.024264659732580185, + 0.046989310532808304, + 0.26913145184516907 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.03810694068670273 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496004968881607 + ], + "opposite_logprob_tokens": [ + -2.929960012435913 + ], + "logprob_reward": -0.05496004968881607, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496004968881607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2377040684223175, + 0.08215877413749695, + 0.04211639612913132, + 0.07559952884912491, + 0.15511946380138397, + 0.09267741441726685, + 0.08290773630142212, + 0.09447216242551804, + 0.09941162168979645, + 0.037832826375961304 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.05496004968881607 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on a clear plastic dish soap bottle filled with a vibrant emerald green liquid, resting on a polished dark granite countertop speckled with silver. Bright, indirect daylight streams through an unseen kitchen window, flooding the scene, creating soft highlights on the bottle's curved surface and making the liquid inside glow. The bottle vibrates continuously due to a subtle, unseen oscillation, causing the green soap to stir violently. Inside, a vast mass of vibrant white foam rapidly forms, swirling and rising in a chaotic, enclosed vortex, filling the empty space. Individual bubbles shimmer as they squeeze and collapse. A clear interior wall is visible. The background is a soft-focus blur of white subway tiles, ensuring all attention is focused on the captivating, dynamic action within the bottle, creating an atmosphere of clean, bright, and scientific observation.", + "seed": 8432, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_2/index_9124_seed_8432_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07608237955719233, + "vlm_logprob": -0.07608237955719233, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.07608237955719233, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017268657684326172 + ], + "opposite_logprob_tokens": [ + -4.142268657684326 + ], + "logprob_reward": -0.017268657684326172, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017268657684326172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14240588247776031, + 0.0703338161110878, + 0.09558920562267303, + 0.14614053070545197, + 0.12586529552936554, + 0.09349429607391357, + 0.11117382347583771, + 0.09999796003103256, + 0.06292951107025146, + 0.052069686353206635 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.017268657684326172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160268247127533 + ], + "opposite_logprob_tokens": [ + -1.7016026973724365 + ], + "logprob_reward": -0.20160268247127533, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160268247127533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046034008264541626, + 0.23956911265850067, + 0.1126931831240654, + 0.06391256302595139, + 0.18167662620544434, + 0.05611278489232063, + 0.05248657613992691, + 0.057168424129486084, + 0.05119163542985916, + 0.13915510475635529 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.20160268247127533 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033415257930756 + ], + "opposite_logprob_tokens": [ + -2.3503341674804688 + ], + "logprob_reward": -0.10033415257930756, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033415257930756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038410987704992294, + 0.05006222426891327, + 0.10833597928285599, + 0.2272232174873352, + 0.15160638093948364, + 0.1500614583492279, + 0.07340199500322342, + 0.09119242429733276, + 0.0656675174832344, + 0.04403785988688469 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.10033415257930756 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542770244181156 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542770244181156, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542770244181156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0341658741235733, + 0.18536031246185303, + 0.09500914067029953, + 0.13508041203022003, + 0.08417505025863647, + 0.09865965694189072, + 0.13132555782794952, + 0.128361314535141, + 0.06980155408382416, + 0.03806113079190254 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.012542770244181156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a clear plastic dish soap bottle filled with vibrant emerald green liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottle resting on a polished dark granite countertop speckled with silver?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bottle vibrate continuously causing the green soap to stir violently and white foam to form a chaotic vortex inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of white subway tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, tight close-up focusing on the bottle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048663634806871414 + ], + "opposite_logprob_tokens": [ + -3.04866361618042 + ], + "logprob_reward": -0.048663634806871414, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048663634806871414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06329997628927231, + 0.3611297607421875, + 0.04011351615190506, + 0.0973009541630745, + 0.08167582750320435, + 0.048539746552705765, + 0.04963046312332153, + 0.04203180596232414, + 0.04925311729311943, + 0.1670248657464981 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.048663634806871414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_3/index_tensor([562, 562])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_3/index_tensor([562, 562])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e31e307c7808d0501fc72601360151f8e7eb16ce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_3/index_tensor([562, 562])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "gentle close-up shot, in a slow, smooth arc, slowly orbits a mother and her baby. The mother, with long, flowing dark brown hair, a few strands cascading gently over her shoulders, wears a loose, soft, off-white knit sweater. Her head is slightly lowered, gazing intently at the newborn lying peacefully in her arms, a serene, contented smile on her face, her eyes filled with boundless love. Swaddled in soft, pure white cotton, the baby's rosy cheeks appear adorable in the warm light. Eyes closed, breathing steadily. A soft, warm yellow light streams from the side, delicately casting a delicate shadow on the mother's face and the baby's outline. The background is slightly blurred, but a corner of a cozy bedroom is faintly visible. The entire painting is dominated by warm beige and yellow tones, creating an atmosphere of extreme tranquility, warmth and the radiance of maternal love, as if time has stopped at this sacred moment.", + "seed": 18446, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_3/index_562_seed_18446_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10341724930331112, + "vlm_logprob": -0.10341724930331112, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.10341724930331112, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4764730930328369 + ], + "opposite_logprob_tokens": [ + -0.9764730930328369 + ], + "logprob_reward": -0.4764730930328369, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4764730930328369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12642395496368408, + 0.0753226950764656, + 0.047722261399030685, + 0.08044218271970749, + 0.08859939128160477, + 0.06416305899620056, + 0.0622122697532177, + 0.05824635550379753, + 0.1061907485127449, + 0.29067713022232056 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.4764730930328369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005268855020403862 + ], + "opposite_logprob_tokens": [ + -5.2552690505981445 + ], + "logprob_reward": -0.005268855020403862, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005268855020403862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1982090026140213, + 0.05140698328614235, + 0.05982533097267151, + 0.052813924849033356, + 0.025760142132639885, + 0.029594147577881813, + 0.023135654628276825, + 0.1255868673324585, + 0.0419619157910347, + 0.3917059898376465 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.005268855020403862 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00674246484413743 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.00674246484413743, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00674246484413743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19745111465454102, + 0.11980428546667099, + 0.17752307653427124, + 0.09080483019351959, + 0.049679823219776154, + 0.03362158685922623, + 0.04188481345772743, + 0.09038306772708893, + 0.046900514513254166, + 0.15194694697856903 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.00674246484413743 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069306060671806 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069306060671806, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069306060671806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14525805413722992, + 0.14156685769557953, + 0.10417477786540985, + 0.04444628208875656, + 0.04519141837954521, + 0.05539407953619957, + 0.08048570156097412, + 0.12890614569187164, + 0.03759750351309776, + 0.21697916090488434 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.016069306060671806 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532527558505535 + ], + "opposite_logprob_tokens": [ + -4.387532711029053 + ], + "logprob_reward": -0.012532527558505535, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532527558505535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36775076389312744, + 0.0450977198779583, + 0.03408984839916229, + 0.10708139091730118, + 0.07927015423774719, + 0.16554254293441772, + 0.02141394652426243, + 0.091976597905159, + 0.022308815270662308, + 0.06546825170516968 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.012532527558505535 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "gentle close-up shot, in a slow, smooth arc, slowly orbits a mother and her baby. The mother, with long, flowing dark brown hair, a few strands cascading gently over her shoulders, wears a loose, soft, off-white knit sweater. Her head is slightly lowered, gazing intently at the newborn lying peacefully in her arms, a serene, contented smile on her face, her eyes filled with boundless love. Swaddled in soft, pure white cotton, the baby's rosy cheeks appear adorable in the warm light. Eyes closed, breathing steadily. A soft, warm yellow light streams from the side, delicately casting a delicate shadow on the mother's face and the baby's outline. The background is slightly blurred, but a corner of a cozy bedroom is faintly visible. The entire painting is dominated by warm beige and yellow tones, creating an atmosphere of extreme tranquility, warmth and the radiance of maternal love, as if time has stopped at this sacred moment.", + "seed": 18447, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_3/index_562_seed_18447_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09613767275586724, + "vlm_logprob": -0.09613767275586724, + "vlm_yes_no_margin": 3.724999952316284, + "vlm_token_credit": -0.09613767275586724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43110454082489014 + ], + "opposite_logprob_tokens": [ + -1.0561045408248901 + ], + "logprob_reward": -0.43110454082489014, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43110454082489014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2514858841896057, + 0.104590505361557, + 0.06211156025528908, + 0.060316745191812515, + 0.03253205493092537, + 0.05733516812324524, + 0.15558740496635437, + 0.04801943898200989, + 0.04524406045675278, + 0.18277713656425476 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.43110454082489014 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004655237775295973 + ], + "opposite_logprob_tokens": [ + -5.379655361175537 + ], + "logprob_reward": -0.004655237775295973, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004655237775295973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08870827406644821, + 0.05796384811401367, + 0.03957072272896767, + 0.07534997165203094, + 0.41220760345458984, + 0.14352837204933167, + 0.04444460943341255, + 0.03113981895148754, + 0.04855646565556526, + 0.058530356734991074 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.004655237775295973 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207287691533566 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207287691533566, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207287691533566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22857369482517242, + 0.0717933252453804, + 0.0959092378616333, + 0.18473148345947266, + 0.07521132379770279, + 0.08273711055517197, + 0.1226252093911171, + 0.05936950072646141, + 0.048775602132081985, + 0.03027345985174179 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.014207287691533566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543123215436935 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543123215436935, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543123215436935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16933467984199524, + 0.15583351254463196, + 0.12517790496349335, + 0.1357855498790741, + 0.04832583665847778, + 0.06697730720043182, + 0.07142998278141022, + 0.027633823454380035, + 0.10445910692214966, + 0.09504222869873047 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.012543123215436935 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178174272179604 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.018178174272179604, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018178174272179604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26085296273231506, + 0.07698479294776917, + 0.03314417600631714, + 0.16110184788703918, + 0.0225800983607769, + 0.0443909578025341, + 0.17116300761699677, + 0.03080770932137966, + 0.0763104259967804, + 0.12266397476196289 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.018178174272179604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "gentle close-up shot, in a slow, smooth arc, slowly orbits a mother and her baby. The mother, with long, flowing dark brown hair, a few strands cascading gently over her shoulders, wears a loose, soft, off-white knit sweater. Her head is slightly lowered, gazing intently at the newborn lying peacefully in her arms, a serene, contented smile on her face, her eyes filled with boundless love. Swaddled in soft, pure white cotton, the baby's rosy cheeks appear adorable in the warm light. Eyes closed, breathing steadily. A soft, warm yellow light streams from the side, delicately casting a delicate shadow on the mother's face and the baby's outline. The background is slightly blurred, but a corner of a cozy bedroom is faintly visible. The entire painting is dominated by warm beige and yellow tones, creating an atmosphere of extreme tranquility, warmth and the radiance of maternal love, as if time has stopped at this sacred moment.", + "seed": 18448, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_3/index_562_seed_18448_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10717968828976154, + "vlm_logprob": -0.10717968828976154, + "vlm_yes_no_margin": 3.199999988079071, + "vlm_token_credit": -0.10717968828976154, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4326363205909729 + ], + "opposite_logprob_tokens": [ + -1.0576362609863281 + ], + "logprob_reward": -0.4326363205909729, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4326363205909729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09825745224952698, + 0.10547231137752533, + 0.03621186688542366, + 0.0984053835272789, + 0.04260445386171341, + 0.13733069598674774, + 0.04731529578566551, + 0.2601206302642822, + 0.1019626185297966, + 0.07231931388378143 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.4326363205909729 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984749712049961 + ], + "opposite_logprob_tokens": [ + -3.5298473834991455 + ], + "logprob_reward": -0.02984749712049961, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984749712049961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09654689580202103, + 0.08978675305843353, + 0.12685079872608185, + 0.0333988219499588, + 0.04477844387292862, + 0.10332093387842178, + 0.010937306098639965, + 0.29721173644065857, + 0.061553582549095154, + 0.13561472296714783 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.02984749712049961 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870689660310745 + ], + "opposite_logprob_tokens": [ + -3.0487070083618164 + ], + "logprob_reward": -0.04870689660310745, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870689660310745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11390391737222672, + 0.18891406059265137, + 0.13151416182518005, + 0.04314176365733147, + 0.1026449128985405, + 0.02935313619673252, + 0.028074830770492554, + 0.10995016247034073, + 0.18794439733028412, + 0.06455875188112259 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.04870689660310745 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641822263598442 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641822263598442, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641822263598442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41615229845046997, + 0.07574082165956497, + 0.07046248763799667, + 0.027596047148108482, + 0.028772667050361633, + 0.025936434045433998, + 0.027811245992779732, + 0.11957371979951859, + 0.1368693858385086, + 0.07108490914106369 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.008641822263598442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606590487062931 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.01606590487062931, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606590487062931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13664640486240387, + 0.10732778161764145, + 0.034474749118089676, + 0.03027791529893875, + 0.04937348887324333, + 0.06396102905273438, + 0.04115863889455795, + 0.340400755405426, + 0.027998706325888634, + 0.1683805286884308 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.01606590487062931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "gentle close-up shot, in a slow, smooth arc, slowly orbits a mother and her baby. The mother, with long, flowing dark brown hair, a few strands cascading gently over her shoulders, wears a loose, soft, off-white knit sweater. Her head is slightly lowered, gazing intently at the newborn lying peacefully in her arms, a serene, contented smile on her face, her eyes filled with boundless love. Swaddled in soft, pure white cotton, the baby's rosy cheeks appear adorable in the warm light. Eyes closed, breathing steadily. A soft, warm yellow light streams from the side, delicately casting a delicate shadow on the mother's face and the baby's outline. The background is slightly blurred, but a corner of a cozy bedroom is faintly visible. The entire painting is dominated by warm beige and yellow tones, creating an atmosphere of extreme tranquility, warmth and the radiance of maternal love, as if time has stopped at this sacred moment.", + "seed": 18449, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_3/index_562_seed_18449_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02594111431390047, + "vlm_logprob": -0.02594111431390047, + "vlm_yes_no_margin": 3.974999952316284, + "vlm_token_credit": -0.02594111431390047, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06662338227033615 + ], + "opposite_logprob_tokens": [ + -2.8166234493255615 + ], + "logprob_reward": -0.06662338227033615, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06662338227033615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07343185693025589, + 0.14779704809188843, + 0.15215766429901123, + 0.06018366664648056, + 0.09470049291849136, + 0.15327297151088715, + 0.13012300431728363, + 0.04374181106686592, + 0.07014258950948715, + 0.0744488537311554 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.06662338227033615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026378706097602844 + ], + "opposite_logprob_tokens": [ + -3.651378631591797 + ], + "logprob_reward": -0.026378706097602844, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026378706097602844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12187735736370087, + 0.054950546473264694, + 0.09610606729984283, + 0.30165714025497437, + 0.04628666490316391, + 0.01967206783592701, + 0.07699791342020035, + 0.0738716647028923, + 0.11202357709407806, + 0.09655699133872986 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.026378706097602844 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018212003633379936 + ], + "opposite_logprob_tokens": [ + -4.018211841583252 + ], + "logprob_reward": -0.018212003633379936, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018212003633379936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09617947041988373, + 0.07168547809123993, + 0.08024601638317108, + 0.0637197345495224, + 0.04508015885949135, + 0.0391649566590786, + 0.11418852210044861, + 0.12187178432941437, + 0.12812434136867523, + 0.23973961174488068 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.018212003633379936 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950710736215115 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950710736215115, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950710736215115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2079036384820938, + 0.23855942487716675, + 0.0824078842997551, + 0.11222057789564133, + 0.027466805651783943, + 0.029778283089399338, + 0.07330123335123062, + 0.09077909588813782, + 0.02793296054005623, + 0.10965011268854141 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.005950710736215115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a close-up that slowly orbits the mother and baby in a smooth arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the mother wearing a loose, soft, off-white knit sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the baby swaddled in soft, pure white cotton with rosy cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a soft, warm yellow light streaming from the side, casting shadows on the mother and baby?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background slightly blurred with a faintly visible corner of a cozy bedroom?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540768831968307 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540768831968307, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540768831968307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3632718324661255, + 0.06416571140289307, + 0.04823397099971771, + 0.02497660368680954, + 0.03255976364016533, + 0.03814844414591789, + 0.15574397146701813, + 0.10955441743135452, + 0.07655409723520279, + 0.08679114282131195 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.012540768831968307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_4/index_tensor([5479, 5479])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_4/index_tensor([5479, 5479])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0a958b8957a37c5a31734646214c03d07948ad9f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_4/index_tensor([5479, 5479])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme wide shot captures the silent void as the camera slowly pans right, tracking the majestic, silent drift of a massive, irregularly shaped asteroid. Its surface is a desolate, exquisitely detailed landscape, pockmarked with charcoal-gray rock, testament to the colossal impacts of cosmic impacts. Craters of all sizes scar its body, from vast, ancient basins with softened rims to more recent, sharp impacts that reveal lighter-colored silicate material beneath a dark, carbonaceous crust. A single, piercing light source from a distant, unseen sun casts one side of the asteroid in a brilliant, sterile glow, while the other is lost in absolute, impenetrable darkness. As the asteroid slowly and deliberately tumbles on its complex axis, terminal lines creep across its terrain, causing deep shadows to sweep across the cratered plains and extend from the jagged peaks, dynamically reshaping the visible terrain. This slow, hypnotic dance of light and shadow, set against a backdrop of inky, infinite darkness, interrupted only by the cold, distant spikes of unblinking stars, imbues the scene with a profound sense of apathetic grandeur and cosmic loneliness.", + "seed": 22831, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_4/index_5479_seed_22831_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11395836919546128, + "vlm_logprob": -0.11395836919546128, + "vlm_yes_no_margin": 3.3249999940395356, + "vlm_token_credit": -0.11395836919546128, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02992894873023033 + ], + "opposite_logprob_tokens": [ + -3.6549289226531982 + ], + "logprob_reward": -0.02992894873023033, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02992894873023033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13415132462978363, + 0.08349824696779251, + 0.03525331988930702, + 0.13830217719078064, + 0.09290486574172974, + 0.06436685472726822, + 0.1845012605190277, + 0.051619209349155426, + 0.1624758243560791, + 0.052926935255527496 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.02992894873023033 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47433510422706604 + ], + "opposite_logprob_tokens": [ + -0.9743350744247437 + ], + "logprob_reward": -0.47433510422706604, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47433510422706604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08897282928228378, + 0.030712133273482323, + 0.03201477229595184, + 0.04721498116850853, + 0.14773611724376678, + 0.15568919479846954, + 0.2464485466480255, + 0.0803932398557663, + 0.1296594887971878, + 0.041158754378557205 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.47433510422706604 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023317189887166023 + ], + "opposite_logprob_tokens": [ + -3.7733170986175537 + ], + "logprob_reward": -0.023317189887166023, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023317189887166023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047202691435813904, + 0.06574349105358124, + 0.054229311645030975, + 0.03205261752009392, + 0.04570304602384567, + 0.1403866708278656, + 0.19795426726341248, + 0.006717441137880087, + 0.38432568311691284, + 0.025684839114546776 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.023317189887166023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004102861508727074 + ], + "opposite_logprob_tokens": [ + -5.50410270690918 + ], + "logprob_reward": -0.004102861508727074, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004102861508727074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06614691019058228, + 0.031678617000579834, + 0.025559335947036743, + 0.10776269435882568, + 0.18752025067806244, + 0.061356231570243835, + 0.02117255888879299, + 0.08725319802761078, + 0.3637034595012665, + 0.047846704721450806 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.004102861508727074 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381077416241169 + ], + "opposite_logprob_tokens": [ + -3.2881076335906982 + ], + "logprob_reward": -0.0381077416241169, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381077416241169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03514625132083893, + 0.03316698223352432, + 0.039930883795022964, + 0.028231075033545494, + 0.04385557398200035, + 0.07194909453392029, + 0.04131845384836197, + 0.04015738144516945, + 0.6487703323364258, + 0.017474036663770676 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.0381077416241169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme wide shot captures the silent void as the camera slowly pans right, tracking the majestic, silent drift of a massive, irregularly shaped asteroid. Its surface is a desolate, exquisitely detailed landscape, pockmarked with charcoal-gray rock, testament to the colossal impacts of cosmic impacts. Craters of all sizes scar its body, from vast, ancient basins with softened rims to more recent, sharp impacts that reveal lighter-colored silicate material beneath a dark, carbonaceous crust. A single, piercing light source from a distant, unseen sun casts one side of the asteroid in a brilliant, sterile glow, while the other is lost in absolute, impenetrable darkness. As the asteroid slowly and deliberately tumbles on its complex axis, terminal lines creep across its terrain, causing deep shadows to sweep across the cratered plains and extend from the jagged peaks, dynamically reshaping the visible terrain. This slow, hypnotic dance of light and shadow, set against a backdrop of inky, infinite darkness, interrupted only by the cold, distant spikes of unblinking stars, imbues the scene with a profound sense of apathetic grandeur and cosmic loneliness.", + "seed": 22832, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_4/index_5479_seed_22832_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07119760219939053, + "vlm_logprob": -0.07119760219939053, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.07119760219939053, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009550359100103378 + ], + "opposite_logprob_tokens": [ + -5.00955057144165 + ], + "logprob_reward": -0.009550359100103378, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.009550359100103378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21701332926750183, + 0.15129031240940094, + 0.06608782708644867, + 0.11370064318180084, + 0.12157502770423889, + 0.04245184734463692, + 0.15497595071792603, + 0.06805475056171417, + 0.01674826070666313, + 0.048102058470249176 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.009550359100103378 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813429534435272 + ], + "opposite_logprob_tokens": [ + -1.4063429832458496 + ], + "logprob_reward": -0.2813429534435272, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813429534435272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12583497166633606, + 0.05715882033109665, + 0.09761322289705276, + 0.05489364266395569, + 0.21121393144130707, + 0.06525672972202301, + 0.06154683977365494, + 0.0884014368057251, + 0.07480485737323761, + 0.1632755845785141 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.2813429534435272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076424358412623405 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.0076424358412623405, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076424358412623405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14728666841983795, + 0.12907058000564575, + 0.21623477339744568, + 0.10444748401641846, + 0.05881538242101669, + 0.07690755277872086, + 0.07452110201120377, + 0.10063965618610382, + 0.050180938094854355, + 0.04189587011933327 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0076424358412623405 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024927754420787096 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.0024927754420787096, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024927754420787096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17516295611858368, + 0.21189701557159424, + 0.035747379064559937, + 0.16314613819122314, + 0.06769229471683502, + 0.04577270895242691, + 0.1850847452878952, + 0.03874911367893219, + 0.030103735625743866, + 0.04664381593465805 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.0024927754420787096 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054959487169981 + ], + "opposite_logprob_tokens": [ + -2.929959535598755 + ], + "logprob_reward": -0.054959487169981, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054959487169981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10235150158405304, + 0.08868547528982162, + 0.13244351744651794, + 0.12053054571151733, + 0.09994866698980331, + 0.037761133164167404, + 0.11917098611593246, + 0.16025128960609436, + 0.06611211597919464, + 0.07274481654167175 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.054959487169981 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme wide shot captures the silent void as the camera slowly pans right, tracking the majestic, silent drift of a massive, irregularly shaped asteroid. Its surface is a desolate, exquisitely detailed landscape, pockmarked with charcoal-gray rock, testament to the colossal impacts of cosmic impacts. Craters of all sizes scar its body, from vast, ancient basins with softened rims to more recent, sharp impacts that reveal lighter-colored silicate material beneath a dark, carbonaceous crust. A single, piercing light source from a distant, unseen sun casts one side of the asteroid in a brilliant, sterile glow, while the other is lost in absolute, impenetrable darkness. As the asteroid slowly and deliberately tumbles on its complex axis, terminal lines creep across its terrain, causing deep shadows to sweep across the cratered plains and extend from the jagged peaks, dynamically reshaping the visible terrain. This slow, hypnotic dance of light and shadow, set against a backdrop of inky, infinite darkness, interrupted only by the cold, distant spikes of unblinking stars, imbues the scene with a profound sense of apathetic grandeur and cosmic loneliness.", + "seed": 22833, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_4/index_5479_seed_22833_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09677118174731732, + "vlm_logprob": -0.09677118174731732, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.09677118174731732, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01502658985555172 + ], + "opposite_logprob_tokens": [ + -4.390026569366455 + ], + "logprob_reward": -0.01502658985555172, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01502658985555172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21994177997112274, + 0.0633494183421135, + 0.07637601345777512, + 0.05683939903974533, + 0.05865800753235817, + 0.08208954334259033, + 0.1214451864361763, + 0.06968414038419724, + 0.12260391563177109, + 0.1290125697851181 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01502658985555172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289534389972687 + ], + "opposite_logprob_tokens": [ + -1.0539534091949463 + ], + "logprob_reward": -0.4289534389972687, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289534389972687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10548817366361618, + 0.21184061467647552, + 0.06037979573011398, + 0.051253143697977066, + 0.07386529445648193, + 0.14216256141662598, + 0.04259742423892021, + 0.03393405303359032, + 0.24206463992595673, + 0.03641427680850029 + ], + "top_frames": [ + 8, + 1, + 5 + ], + "selected_reward": -0.4289534389972687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965760443359613 + ], + "opposite_logprob_tokens": [ + -5.130965709686279 + ], + "logprob_reward": -0.005965760443359613, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965760443359613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38594526052474976, + 0.11265114694833755, + 0.09962043911218643, + 0.0540972575545311, + 0.05171305686235428, + 0.14829176664352417, + 0.04185960814356804, + 0.024165844544768333, + 0.05287318304181099, + 0.028782466426491737 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.005965760443359613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004103930201381445 + ], + "opposite_logprob_tokens": [ + -5.504104137420654 + ], + "logprob_reward": -0.004103930201381445, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004103930201381445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0817628726363182, + 0.09687347710132599, + 0.09376070648431778, + 0.12726497650146484, + 0.1916414499282837, + 0.06517640501260757, + 0.10573142766952515, + 0.03027363121509552, + 0.13774126768112183, + 0.06977381557226181 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.004103930201381445 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806189239025116 + ], + "opposite_logprob_tokens": [ + -3.529806137084961 + ], + "logprob_reward": -0.029806189239025116, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806189239025116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10585840791463852, + 0.15874190628528595, + 0.09367065131664276, + 0.14270086586475372, + 0.08333471417427063, + 0.13712483644485474, + 0.10627280175685883, + 0.03725520148873329, + 0.08023469895124435, + 0.054805938154459 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.029806189239025116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme wide shot captures the silent void as the camera slowly pans right, tracking the majestic, silent drift of a massive, irregularly shaped asteroid. Its surface is a desolate, exquisitely detailed landscape, pockmarked with charcoal-gray rock, testament to the colossal impacts of cosmic impacts. Craters of all sizes scar its body, from vast, ancient basins with softened rims to more recent, sharp impacts that reveal lighter-colored silicate material beneath a dark, carbonaceous crust. A single, piercing light source from a distant, unseen sun casts one side of the asteroid in a brilliant, sterile glow, while the other is lost in absolute, impenetrable darkness. As the asteroid slowly and deliberately tumbles on its complex axis, terminal lines creep across its terrain, causing deep shadows to sweep across the cratered plains and extend from the jagged peaks, dynamically reshaping the visible terrain. This slow, hypnotic dance of light and shadow, set against a backdrop of inky, infinite darkness, interrupted only by the cold, distant spikes of unblinking stars, imbues the scene with a profound sense of apathetic grandeur and cosmic loneliness.", + "seed": 22834, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_4/index_5479_seed_22834_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09475088808685542, + "vlm_logprob": -0.09475088808685542, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.09475088808685542, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013014964759349823 + ], + "opposite_logprob_tokens": [ + -4.513014793395996 + ], + "logprob_reward": -0.013014964759349823, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013014964759349823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13535837829113007, + 0.07829584926366806, + 0.07318491488695145, + 0.0662187710404396, + 0.14600849151611328, + 0.12217628955841064, + 0.1675439476966858, + 0.13548439741134644, + 0.05460885539650917, + 0.02112009935081005 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.013014964759349823 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486434519290924 + ], + "opposite_logprob_tokens": [ + -1.22364342212677 + ], + "logprob_reward": -0.3486434519290924, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486434519290924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042619507759809494, + 0.03233788534998894, + 0.01465353649109602, + 0.057593222707509995, + 0.09509117901325226, + 0.34081369638442993, + 0.15374711155891418, + 0.04347781464457512, + 0.07184833288192749, + 0.1478177309036255 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.3486434519290924 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009802891872823238 + ], + "opposite_logprob_tokens": [ + -4.63480281829834 + ], + "logprob_reward": -0.009802891872823238, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009802891872823238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.031363263726234436, + 0.02037149667739868, + 0.01420268788933754, + 0.04446437954902649, + 0.035676486790180206, + 0.42613136768341064, + 0.1041046604514122, + 0.242704376578331, + 0.06282328069210052, + 0.01815800555050373 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.009802891872823238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303797468543053 + ], + "opposite_logprob_tokens": [ + -3.773303747177124 + ], + "logprob_reward": -0.023303797468543053, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303797468543053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11961141228675842, + 0.1337527334690094, + 0.053415361791849136, + 0.11968886852264404, + 0.08810462057590485, + 0.18562936782836914, + 0.07105375826358795, + 0.11189418286085129, + 0.05294649302959442, + 0.06390317529439926 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.023303797468543053 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme wide shot featuring a massive, irregularly shaped asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while tracking the asteroid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the asteroid's surface pockmarked with craters of varying sizes and depths?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a single light source casting one side of the asteroid in bright light while the other remains in absolute darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the asteroid slowly tumble on its axis, causing shadows to sweep across its terrain?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898933440446854 + ], + "opposite_logprob_tokens": [ + -2.578989267349243 + ], + "logprob_reward": -0.07898933440446854, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898933440446854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04551226645708084, + 0.0486622154712677, + 0.02475542388856411, + 0.056877341121435165, + 0.12859059870243073, + 0.18108637630939484, + 0.13156366348266602, + 0.11662869155406952, + 0.11877603828907013, + 0.14754736423492432 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.07898933440446854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_5/index_tensor([9544, 9544])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_5/index_tensor([9544, 9544])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b54e3828043f2fef109f8fc7451e84215ba01d18 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_5/index_tensor([9544, 9544])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, push-in shot begins, smoothly moving through a minimalist corridor with a polished concrete floor and recessed, vertical LEDs emitting a cool, white glow. The camera's focal point is a massive, acoustically sealed door, finished in a light-absorbing, matte, dark charcoal composite. The door is in the final stages of swinging shut, moving with a relentless, deliberate slowness that conveys its immense weight. As the camera advances, it centers on the door's thick, circular window, framed by a polished steel frame. Through the multi-layered glass, a brief glimpse of the warm, amber-lit studio interior is revealed before being obscured by the closing slab. The door closes with a perfect, critical decay; its movement is incredibly smooth and stops with satisfying precision against the heavy steel frame. The thick, black neoprene seal visibly compresses for a fraction of a second before the door settles completely flush, its surface reflecting the cold corridor light with absolute stillness and zero vibration, sealing the room in an atmosphere of profound and absolute silence.", + "seed": 22000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_5/index_9544_seed_22000_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.057241125125437976, + "vlm_logprob": -0.057241125125437976, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.057241125125437976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04125513508915901 + ], + "opposite_logprob_tokens": [ + -3.291255235671997 + ], + "logprob_reward": -0.04125513508915901, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04125513508915901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04807068407535553, + 0.01986929215490818, + 0.0473465621471405, + 0.07234039902687073, + 0.1551278680562973, + 0.12594303488731384, + 0.06551060080528259, + 0.17845271527767181, + 0.259833961725235, + 0.027504902333021164 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.04125513508915901 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549907423555851 + ], + "opposite_logprob_tokens": [ + -2.929990768432617 + ], + "logprob_reward": -0.0549907423555851, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549907423555851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41623932123184204, + 0.1658865511417389, + 0.0621793195605278, + 0.03482189029455185, + 0.06052281707525253, + 0.052813462913036346, + 0.019960062578320503, + 0.06754779815673828, + 0.09223146736621857, + 0.02779736928641796 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0549907423555851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098231438547373 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.004098231438547373, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098231438547373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2443513423204422, + 0.07239460945129395, + 0.12909001111984253, + 0.07994789630174637, + 0.09385756403207779, + 0.05792409926652908, + 0.07267623394727707, + 0.037194740027189255, + 0.17289826273918152, + 0.03966531902551651 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.004098231438547373 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280200004577637 + ], + "opposite_logprob_tokens": [ + -2.0178020000457764 + ], + "logprob_reward": -0.14280200004577637, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280200004577637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17454420030117035, + 0.015205481089651585, + 0.06887707859277725, + 0.0649346262216568, + 0.12603507936000824, + 0.12333549559116364, + 0.04665743559598923, + 0.14072684943675995, + 0.18272750079631805, + 0.05695624649524689 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.14280200004577637 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043059516698122025 + ], + "opposite_logprob_tokens": [ + -3.1680595874786377 + ], + "logprob_reward": -0.043059516698122025, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043059516698122025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07423727214336395, + 0.053282272070646286, + 0.09013614058494568, + 0.07491051405668259, + 0.12049097567796707, + 0.09268911927938461, + 0.0698075219988823, + 0.0866277739405632, + 0.09993850439786911, + 0.23787984251976013 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.043059516698122025 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, push-in shot begins, smoothly moving through a minimalist corridor with a polished concrete floor and recessed, vertical LEDs emitting a cool, white glow. The camera's focal point is a massive, acoustically sealed door, finished in a light-absorbing, matte, dark charcoal composite. The door is in the final stages of swinging shut, moving with a relentless, deliberate slowness that conveys its immense weight. As the camera advances, it centers on the door's thick, circular window, framed by a polished steel frame. Through the multi-layered glass, a brief glimpse of the warm, amber-lit studio interior is revealed before being obscured by the closing slab. The door closes with a perfect, critical decay; its movement is incredibly smooth and stops with satisfying precision against the heavy steel frame. The thick, black neoprene seal visibly compresses for a fraction of a second before the door settles completely flush, its surface reflecting the cold corridor light with absolute stillness and zero vibration, sealing the room in an atmosphere of profound and absolute silence.", + "seed": 22001, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_5/index_9544_seed_22001_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08267028946429492, + "vlm_logprob": -0.08267028946429492, + "vlm_yes_no_margin": 2.999999976158142, + "vlm_token_credit": -0.08267028946429492, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038918253034353256 + ], + "opposite_logprob_tokens": [ + -3.4139182567596436 + ], + "logprob_reward": -0.038918253034353256, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.038918253034353256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18470245599746704, + 0.09019960463047028, + 0.16736210882663727, + 0.02767525427043438, + 0.13038936257362366, + 0.06887497752904892, + 0.17399504780769348, + 0.01950559765100479, + 0.07362311333417892, + 0.06367246806621552 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.038918253034353256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038143087178468704 + ], + "opposite_logprob_tokens": [ + -3.2881431579589844 + ], + "logprob_reward": -0.038143087178468704, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038143087178468704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30710524320602417, + 0.20573554933071136, + 0.03754961118102074, + 0.02178322523832321, + 0.07288949191570282, + 0.049676164984703064, + 0.05469433590769768, + 0.10856831073760986, + 0.06255438923835754, + 0.07944363355636597 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.038143087178468704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638768292963505 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007638768292963505, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638768292963505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08993375301361084, + 0.053357888013124466, + 0.06070588529109955, + 0.03892071172595024, + 0.07643956691026688, + 0.15547920763492584, + 0.11161314696073532, + 0.12440526485443115, + 0.18594354391098022, + 0.10320106148719788 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.007638768292963505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159488916397095 + ], + "opposite_logprob_tokens": [ + -1.7015948295593262 + ], + "logprob_reward": -0.20159488916397095, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159488916397095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04444263130426407, + 0.07197771221399307, + 0.04066905006766319, + 0.01751680113375187, + 0.10624852776527405, + 0.056903038173913956, + 0.08020808547735214, + 0.17553049325942993, + 0.2897748351097107, + 0.11672887206077576 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.20159488916397095 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705644965171814 + ], + "opposite_logprob_tokens": [ + -2.127056360244751 + ], + "logprob_reward": -0.12705644965171814, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12705644965171814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05225060135126114, + 0.06588134914636612, + 0.10898522287607193, + 0.040696337819099426, + 0.11279669404029846, + 0.05555268004536629, + 0.18126066029071808, + 0.07509954273700714, + 0.20666636526584625, + 0.10081049799919128 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.12705644965171814 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, push-in shot begins, smoothly moving through a minimalist corridor with a polished concrete floor and recessed, vertical LEDs emitting a cool, white glow. The camera's focal point is a massive, acoustically sealed door, finished in a light-absorbing, matte, dark charcoal composite. The door is in the final stages of swinging shut, moving with a relentless, deliberate slowness that conveys its immense weight. As the camera advances, it centers on the door's thick, circular window, framed by a polished steel frame. Through the multi-layered glass, a brief glimpse of the warm, amber-lit studio interior is revealed before being obscured by the closing slab. The door closes with a perfect, critical decay; its movement is incredibly smooth and stops with satisfying precision against the heavy steel frame. The thick, black neoprene seal visibly compresses for a fraction of a second before the door settles completely flush, its surface reflecting the cold corridor light with absolute stillness and zero vibration, sealing the room in an atmosphere of profound and absolute silence.", + "seed": 22002, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_5/index_9544_seed_22002_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1693373139947653, + "vlm_logprob": -0.1693373139947653, + "vlm_yes_no_margin": 2.324999976158142, + "vlm_token_credit": -0.1693373139947653, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05452340096235275 + ], + "opposite_logprob_tokens": [ + -3.054523468017578 + ], + "logprob_reward": -0.05452340096235275, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05452340096235275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23696334660053253, + 0.1250661164522171, + 0.04803938418626785, + 0.1277378648519516, + 0.08824660629034042, + 0.10894443094730377, + 0.062079060822725296, + 0.0736975148320198, + 0.07733000069856644, + 0.051895707845687866 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.05452340096235275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871484398841858 + ], + "opposite_logprob_tokens": [ + -1.137148380279541 + ], + "logprob_reward": -0.3871484398841858, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3871484398841858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3680706322193146, + 0.09057126939296722, + 0.051895495504140854, + 0.08692144602537155, + 0.0882936343550682, + 0.08903973549604416, + 0.031756576150655746, + 0.03181205317378044, + 0.0503687858581543, + 0.11127033829689026 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.3871484398841858 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550069019198418 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012550069019198418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550069019198418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37362217903137207, + 0.05032669007778168, + 0.032735832035541534, + 0.09693393111228943, + 0.06034517660737038, + 0.04736747592687607, + 0.0526827909052372, + 0.035864073783159256, + 0.07711730897426605, + 0.17300456762313843 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.012550069019198418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31347113847732544 + ], + "opposite_logprob_tokens": [ + -1.3134710788726807 + ], + "logprob_reward": -0.31347113847732544, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31347113847732544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3663081228733063, + 0.18705753982067108, + 0.037142280489206314, + 0.1036696657538414, + 0.08386722952127457, + 0.03692612797021866, + 0.030435824766755104, + 0.0643041729927063, + 0.06440281867980957, + 0.025886295363307 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.31347113847732544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899352163076401 + ], + "opposite_logprob_tokens": [ + -2.578993558883667 + ], + "logprob_reward": -0.07899352163076401, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899352163076401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09650158882141113, + 0.11309988796710968, + 0.06055917218327522, + 0.08621528744697571, + 0.07571084052324295, + 0.06233721226453781, + 0.05311604216694832, + 0.08840979635715485, + 0.09283053874969482, + 0.2712197005748749 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.07899352163076401 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, push-in shot begins, smoothly moving through a minimalist corridor with a polished concrete floor and recessed, vertical LEDs emitting a cool, white glow. The camera's focal point is a massive, acoustically sealed door, finished in a light-absorbing, matte, dark charcoal composite. The door is in the final stages of swinging shut, moving with a relentless, deliberate slowness that conveys its immense weight. As the camera advances, it centers on the door's thick, circular window, framed by a polished steel frame. Through the multi-layered glass, a brief glimpse of the warm, amber-lit studio interior is revealed before being obscured by the closing slab. The door closes with a perfect, critical decay; its movement is incredibly smooth and stops with satisfying precision against the heavy steel frame. The thick, black neoprene seal visibly compresses for a fraction of a second before the door settles completely flush, its surface reflecting the cold corridor light with absolute stillness and zero vibration, sealing the room in an atmosphere of profound and absolute silence.", + "seed": 22003, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_5/index_9544_seed_22003_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13175330981612204, + "vlm_logprob": -0.13175330981612204, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.13175330981612204, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04123729094862938 + ], + "opposite_logprob_tokens": [ + -3.4162373542785645 + ], + "logprob_reward": -0.04123729094862938, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04123729094862938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09985410422086716, + 0.09532073140144348, + 0.09327759593725204, + 0.04804464429616928, + 0.20399151742458344, + 0.16923213005065918, + 0.10773041844367981, + 0.025071190670132637, + 0.10155149549245834, + 0.05592617392539978 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.04123729094862938 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062104303389787674 + ], + "opposite_logprob_tokens": [ + -2.8121042251586914 + ], + "logprob_reward": -0.062104303389787674, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062104303389787674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19755490124225616, + 0.1806010752916336, + 0.06729891896247864, + 0.03057847172021866, + 0.07329720258712769, + 0.11310448497533798, + 0.04540908336639404, + 0.11625874787569046, + 0.13394416868686676, + 0.04195290431380272 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.062104303389787674 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084172874689102 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.011084172874689102, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084172874689102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04095466807484627, + 0.10022860765457153, + 0.044887855648994446, + 0.035449106246232986, + 0.1236310824751854, + 0.24508705735206604, + 0.20676179230213165, + 0.13682933151721954, + 0.022397004067897797, + 0.043773505836725235 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.011084172874689102 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743121862411499 + ], + "opposite_logprob_tokens": [ + -0.9743121862411499 + ], + "logprob_reward": -0.4743121862411499, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743121862411499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0506012961268425, + 0.04412483796477318, + 0.0761466696858406, + 0.036508478224277496, + 0.15894924104213715, + 0.0644269734621048, + 0.1774621307849884, + 0.040211021900177, + 0.21214903891086578, + 0.1394203156232834 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.4743121862411499 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a steady push-in shot moving forward through the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a minimalist corridor with a polished concrete floor and recessed vertical LEDs emitting a cool white glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a massive door finished in a matte dark charcoal composite with a thick circular window framed by polished steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing shut with a slow, deliberate motion, revealing a warm amber-lit interior before being obscured?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door stop with precision, showing the black neoprene seal compressing before settling flush against the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002859562635422 + ], + "opposite_logprob_tokens": [ + -2.69502854347229 + ], + "logprob_reward": -0.07002859562635422, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002859562635422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05448951572179794, + 0.05753156915307045, + 0.049499355256557465, + 0.06464878469705582, + 0.13273470103740692, + 0.09259691834449768, + 0.15267734229564667, + 0.05626285821199417, + 0.22041480243206024, + 0.11914417892694473 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.07002859562635422 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_6/index_tensor([1730, 1730])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_6/index_tensor([1730, 1730])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c7a6457fef7a9eb73beb2365da0f04f55902bbbe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_6/index_tensor([1730, 1730])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle medium shot, the camera slowly pans right, following the movements of a massive white snake as it writhes amidst a thick, flowing white mist. The serpent's trunk, as thick as an ancient tree, dominates the frame, undulating like waves across the barely discernible, damp, black ground. A mysterious, soft overhead light penetrates the dense fog, precisely illuminating the snake's back, creating a realistic play of light and shadow. Each scale, like meticulously polished mother-of-pearl, appears milky ivory, coated in a thin layer of moisture that condenses into tiny droplets, making it appear remarkably moist and smooth under the light. As the snake twists with a steady, deliberate rhythm, its powerful muscles slowly roll beneath its skin. Light casts bright highlights on its moist scales, creating flowing bands of light, while the gaps between the scales are plunged into deep shadow. The intense contrast of light and dark emphasizes its immense size and sense of living matter. The entire scene is dominated by cold white, gray and black, creating a mysterious atmosphere that is both tranquil and solemn, yet full of primitive oppression.", + "seed": 11638, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_6/index_1730_seed_11638_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10146029377356172, + "vlm_logprob": -0.10146029377356172, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.10146029377356172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23767314851284027 + ], + "opposite_logprob_tokens": [ + -1.6126731634140015 + ], + "logprob_reward": -0.23767314851284027, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23767314851284027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13723281025886536, + 0.08471696823835373, + 0.041634779423475266, + 0.3401091694831848, + 0.06690587103366852, + 0.06895677000284195, + 0.10037419945001602, + 0.07647635787725449, + 0.03898865357041359, + 0.04460429400205612 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.23767314851284027 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.225599005818367 + ], + "opposite_logprob_tokens": [ + -1.6005990505218506 + ], + "logprob_reward": -0.225599005818367, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.225599005818367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3278050720691681, + 0.03517952561378479, + 0.03924250602722168, + 0.1451687067747116, + 0.09693395346403122, + 0.10610494762659073, + 0.08117999136447906, + 0.02944170869886875, + 0.09391891956329346, + 0.04502471908926964 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.225599005818367 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819467917084694 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819467917084694, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819467917084694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1830175518989563, + 0.07016924023628235, + 0.03612106665968895, + 0.08714795112609863, + 0.05035176873207092, + 0.09824840724468231, + 0.10091530531644821, + 0.1452723741531372, + 0.13731347024440765, + 0.09144285321235657 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.01819467917084694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257115233689547 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257115233689547, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257115233689547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10054565966129303, + 0.04384930431842804, + 0.0755528062582016, + 0.31613844633102417, + 0.06191973015666008, + 0.22720491886138916, + 0.02770177461206913, + 0.05345645546913147, + 0.03791981190443039, + 0.055711135268211365 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.005257115233689547 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057752013206482 + ], + "opposite_logprob_tokens": [ + -3.8955774307250977 + ], + "logprob_reward": -0.02057752013206482, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057752013206482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2513141334056854, + 0.021532155573368073, + 0.029282232746481895, + 0.08182036876678467, + 0.05729590728878975, + 0.08201171457767487, + 0.06897050142288208, + 0.03977792710065842, + 0.02865770272910595, + 0.3393372595310211 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.02057752013206482 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle medium shot, the camera slowly pans right, following the movements of a massive white snake as it writhes amidst a thick, flowing white mist. The serpent's trunk, as thick as an ancient tree, dominates the frame, undulating like waves across the barely discernible, damp, black ground. A mysterious, soft overhead light penetrates the dense fog, precisely illuminating the snake's back, creating a realistic play of light and shadow. Each scale, like meticulously polished mother-of-pearl, appears milky ivory, coated in a thin layer of moisture that condenses into tiny droplets, making it appear remarkably moist and smooth under the light. As the snake twists with a steady, deliberate rhythm, its powerful muscles slowly roll beneath its skin. Light casts bright highlights on its moist scales, creating flowing bands of light, while the gaps between the scales are plunged into deep shadow. The intense contrast of light and dark emphasizes its immense size and sense of living matter. The entire scene is dominated by cold white, gray and black, creating a mysterious atmosphere that is both tranquil and solemn, yet full of primitive oppression.", + "seed": 11639, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_6/index_1730_seed_11639_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13511461699381472, + "vlm_logprob": -0.13511461699381472, + "vlm_yes_no_margin": 2.974999988079071, + "vlm_token_credit": -0.13511461699381472, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3691621422767639 + ], + "opposite_logprob_tokens": [ + -1.2441620826721191 + ], + "logprob_reward": -0.3691621422767639, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3691621422767639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1954510509967804, + 0.03937947377562523, + 0.08301875740289688, + 0.08676685392856598, + 0.0813479870557785, + 0.03016781620681286, + 0.01870608888566494, + 0.12476510554552078, + 0.1596072018146515, + 0.18078964948654175 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.3691621422767639 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213536620140076 + ], + "opposite_logprob_tokens": [ + -1.5021353960037231 + ], + "logprob_reward": -0.25213536620140076, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213536620140076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0874481126666069, + 0.03917016461491585, + 0.07444880157709122, + 0.04040732979774475, + 0.11286704987287521, + 0.061362337321043015, + 0.05653178691864014, + 0.27805596590042114, + 0.09558240324258804, + 0.15412607789039612 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.25213536620140076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292848840355873 + ], + "opposite_logprob_tokens": [ + -3.7732927799224854 + ], + "logprob_reward": -0.023292848840355873, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292848840355873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21368637681007385, + 0.12658332288265228, + 0.04392048344016075, + 0.03873099759221077, + 0.11689797788858414, + 0.05500190705060959, + 0.01936572976410389, + 0.23393703997135162, + 0.0855981633067131, + 0.06627804040908813 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.023292848840355873 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643846768885851 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.004643846768885851, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643846768885851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12571482360363007, + 0.16605931520462036, + 0.08223065733909607, + 0.08311635255813599, + 0.049923256039619446, + 0.05681648105382919, + 0.05177793651819229, + 0.18437938392162323, + 0.11901271343231201, + 0.08096911758184433 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.004643846768885851 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026338880881667137 + ], + "opposite_logprob_tokens": [ + -3.651338815689087 + ], + "logprob_reward": -0.026338880881667137, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026338880881667137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2711055278778076, + 0.08800803124904633, + 0.10120652616024017, + 0.06219974532723427, + 0.055284757167100906, + 0.0783461332321167, + 0.15868902206420898, + 0.05905685946345329, + 0.10128766298294067, + 0.024815764278173447 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.026338880881667137 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle medium shot, the camera slowly pans right, following the movements of a massive white snake as it writhes amidst a thick, flowing white mist. The serpent's trunk, as thick as an ancient tree, dominates the frame, undulating like waves across the barely discernible, damp, black ground. A mysterious, soft overhead light penetrates the dense fog, precisely illuminating the snake's back, creating a realistic play of light and shadow. Each scale, like meticulously polished mother-of-pearl, appears milky ivory, coated in a thin layer of moisture that condenses into tiny droplets, making it appear remarkably moist and smooth under the light. As the snake twists with a steady, deliberate rhythm, its powerful muscles slowly roll beneath its skin. Light casts bright highlights on its moist scales, creating flowing bands of light, while the gaps between the scales are plunged into deep shadow. The intense contrast of light and dark emphasizes its immense size and sense of living matter. The entire scene is dominated by cold white, gray and black, creating a mysterious atmosphere that is both tranquil and solemn, yet full of primitive oppression.", + "seed": 11640, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_6/index_1730_seed_11640_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09290553973987699, + "vlm_logprob": -0.09290553973987699, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.09290553973987699, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3342761993408203 + ], + "opposite_logprob_tokens": [ + -1.3342761993408203 + ], + "logprob_reward": -0.3342761993408203, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3342761993408203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09750570356845856, + 0.041908297687768936, + 0.14884039759635925, + 0.06677979230880737, + 0.03321494162082672, + 0.047914061695337296, + 0.02421477623283863, + 0.05434630066156387, + 0.39900389313697815, + 0.08627185970544815 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.3342761993408203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033954679965973 + ], + "opposite_logprob_tokens": [ + -2.350339651107788 + ], + "logprob_reward": -0.10033954679965973, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033954679965973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1559022068977356, + 0.0447743684053421, + 0.05130581930279732, + 0.10908712446689606, + 0.06438186019659042, + 0.0287930965423584, + 0.025008946657180786, + 0.041240956634283066, + 0.3039432466030121, + 0.17556233704090118 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.10033954679965973 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632735185325146 + ], + "opposite_logprob_tokens": [ + -4.882632732391357 + ], + "logprob_reward": -0.007632735185325146, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632735185325146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08110293000936508, + 0.30407577753067017, + 0.08313204348087311, + 0.08773259073495865, + 0.200821191072464, + 0.028954042121767998, + 0.016197284683585167, + 0.0408429279923439, + 0.10408031195402145, + 0.053060874342918396 + ], + "top_frames": [ + 1, + 4, + 8 + ], + "selected_reward": -0.007632735185325146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040984689258039 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.0040984689258039, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040984689258039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05659567937254906, + 0.11893516033887863, + 0.3458801507949829, + 0.1450926512479782, + 0.04594156891107559, + 0.027271363884210587, + 0.02323739230632782, + 0.026527483016252518, + 0.15788066387176514, + 0.052637938410043716 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.0040984689258039 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818074844777584 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.01818074844777584, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818074844777584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12848201394081116, + 0.06862172484397888, + 0.08176348358392715, + 0.08996247500181198, + 0.044511254876852036, + 0.03699316084384918, + 0.018186192959547043, + 0.06978283077478409, + 0.25622230768203735, + 0.20547457039356232 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.01818074844777584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle medium shot, the camera slowly pans right, following the movements of a massive white snake as it writhes amidst a thick, flowing white mist. The serpent's trunk, as thick as an ancient tree, dominates the frame, undulating like waves across the barely discernible, damp, black ground. A mysterious, soft overhead light penetrates the dense fog, precisely illuminating the snake's back, creating a realistic play of light and shadow. Each scale, like meticulously polished mother-of-pearl, appears milky ivory, coated in a thin layer of moisture that condenses into tiny droplets, making it appear remarkably moist and smooth under the light. As the snake twists with a steady, deliberate rhythm, its powerful muscles slowly roll beneath its skin. Light casts bright highlights on its moist scales, creating flowing bands of light, while the gaps between the scales are plunged into deep shadow. The intense contrast of light and dark emphasizes its immense size and sense of living matter. The entire scene is dominated by cold white, gray and black, creating a mysterious atmosphere that is both tranquil and solemn, yet full of primitive oppression.", + "seed": 11641, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_6/index_1730_seed_11641_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09398610051721334, + "vlm_logprob": -0.09398610051721334, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.09398610051721334, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.27405697107315063 + ], + "opposite_logprob_tokens": [ + -1.5240569114685059 + ], + "logprob_reward": -0.27405697107315063, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.27405697107315063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1863773912191391, + 0.08157158643007278, + 0.044071830809116364, + 0.046679120510816574, + 0.11400918662548065, + 0.03928988426923752, + 0.07065242528915405, + 0.12445835769176483, + 0.07166875898838043, + 0.22122147679328918 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.27405697107315063 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603933870792389 + ], + "opposite_logprob_tokens": [ + -1.9103933572769165 + ], + "logprob_reward": -0.1603933870792389, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603933870792389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18499687314033508, + 0.08827651292085648, + 0.17045915126800537, + 0.05403409153223038, + 0.10651256144046783, + 0.06464659422636032, + 0.1450529843568802, + 0.054283104836940765, + 0.051856879144907, + 0.07988116145133972 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.1603933870792389 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319446949288249 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.00319446949288249, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319446949288249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09023932367563248, + 0.15449196100234985, + 0.37184977531433105, + 0.09226656705141068, + 0.05196375027298927, + 0.02339130826294422, + 0.10511142760515213, + 0.06138767674565315, + 0.024749597534537315, + 0.024548668414354324 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.00319446949288249 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002493369858711958 + ], + "opposite_logprob_tokens": [ + -6.002493381500244 + ], + "logprob_reward": -0.002493369858711958, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002493369858711958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2228775918483734, + 0.11849316209554672, + 0.11514363437891006, + 0.04144396632909775, + 0.0357755646109581, + 0.046224191784858704, + 0.2651514708995819, + 0.0908270999789238, + 0.03144446760416031, + 0.032618891447782516 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.002493369858711958 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a low-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right while following the snake's movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject a massive white snake with thick, undulating motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene dominated by cold white, gray, and black colors with a thick white mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a soft overhead light creating high contrast with bright highlights on moist scales and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979230508208275 + ], + "opposite_logprob_tokens": [ + -3.529792308807373 + ], + "logprob_reward": -0.02979230508208275, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979230508208275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17361365258693695, + 0.08931901305913925, + 0.2409527450799942, + 0.050544366240501404, + 0.09897769242525101, + 0.10340101271867752, + 0.04754941910505295, + 0.04099323973059654, + 0.06764799356460571, + 0.08700095862150192 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.02979230508208275 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_7/index_tensor([4005, 4005])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_7/index_tensor([4005, 4005])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b94f018a9e570e332bfb106394a6f6a56fc57e47 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_7/index_tensor([4005, 4005])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From an extreme macro perspective, the camera remains perfectly still, immersing the viewer in a microcosmic world: a furry caterpillar clings tenaciously to the edge of a vibrant green leaf. The caterpillar's body, a brilliant lime green, is covered in a dense mass of fine, translucent hairs, each hair catching the soft morning light and creating a delicate, luminous halo around its body. The leaf's surface shimmers, adorned with perfectly spherical dewdrops that act as crystal-like lenses, magnifying the intricate network of textures beneath. As the plant sways in a slow, hypnotic rhythm, the caterpillar's body moves with it, executing a deliberate undulating motion—a series of muscular contractions that ripple from its rear to its head. This microscopic movement demonstrates its tenacious grip, its tiny hind legs firmly anchored to the swaying leaf. The shallow depth of field melts the background into a soft bokeh of dotted greens and warm earth tones, creating an atmosphere of tranquility and focus, highlighting the quiet yet enduring drama of life at a microscopic scale.", + "seed": 15155, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_7/index_4005_seed_15155_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3006729010492563, + "vlm_logprob": -0.3006729010492563, + "vlm_yes_no_margin": 2.2250000119209288, + "vlm_token_credit": -0.3006729010492563, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.225005865097046 + ], + "opposite_logprob_tokens": [ + -0.3500059247016907 + ], + "logprob_reward": -1.225005865097046, + "yes_no_margin_reward": -0.8749999403953552, + "token_credit_reward": -1.225005865097046, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.034889452159404755, + 0.24465803802013397, + 0.13255028426647186, + 0.023918604478240013, + 0.042971424758434296, + 0.2105976790189743, + 0.08110922574996948, + 0.05274122580885887, + 0.11675552278757095, + 0.05980849638581276 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -1.225005865097046 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023338502272963524 + ], + "opposite_logprob_tokens": [ + -3.773338556289673 + ], + "logprob_reward": -0.023338502272963524, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023338502272963524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08270397782325745, + 0.06381198018789291, + 0.1138921007514, + 0.03360135108232498, + 0.13099227845668793, + 0.10851915925741196, + 0.03993116319179535, + 0.06243928149342537, + 0.10122112184762955, + 0.2628875970840454 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.023338502272963524 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369184255599976 + ], + "opposite_logprob_tokens": [ + -3.651369094848633 + ], + "logprob_reward": -0.026369184255599976, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369184255599976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06406201422214508, + 0.17105156183242798, + 0.1832013577222824, + 0.023928415030241013, + 0.08102674037218094, + 0.1033802330493927, + 0.16990631818771362, + 0.035211190581321716, + 0.030561869964003563, + 0.13767026364803314 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.026369184255599976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0487014465034008 + ], + "opposite_logprob_tokens": [ + -3.048701524734497 + ], + "logprob_reward": -0.0487014465034008, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0487014465034008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05251244828104973, + 0.16822458803653717, + 0.06856855005025864, + 0.029862819239497185, + 0.06736382097005844, + 0.06916063278913498, + 0.39685943722724915, + 0.06414611637592316, + 0.026184337213635445, + 0.05711718648672104 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.0487014465034008 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994950711727142 + ], + "opposite_logprob_tokens": [ + -1.8049495220184326 + ], + "logprob_reward": -0.17994950711727142, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994950711727142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03969680145382881, + 0.13517862558364868, + 0.03718487173318863, + 0.011346115730702877, + 0.057265423238277435, + 0.12920384109020233, + 0.21408487856388092, + 0.04587678611278534, + 0.2672078013420105, + 0.06295482069253922 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.17994950711727142 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an extreme macro perspective, the camera remains perfectly still, immersing the viewer in a microcosmic world: a furry caterpillar clings tenaciously to the edge of a vibrant green leaf. The caterpillar's body, a brilliant lime green, is covered in a dense mass of fine, translucent hairs, each hair catching the soft morning light and creating a delicate, luminous halo around its body. The leaf's surface shimmers, adorned with perfectly spherical dewdrops that act as crystal-like lenses, magnifying the intricate network of textures beneath. As the plant sways in a slow, hypnotic rhythm, the caterpillar's body moves with it, executing a deliberate undulating motion—a series of muscular contractions that ripple from its rear to its head. This microscopic movement demonstrates its tenacious grip, its tiny hind legs firmly anchored to the swaying leaf. The shallow depth of field melts the background into a soft bokeh of dotted greens and warm earth tones, creating an atmosphere of tranquility and focus, highlighting the quiet yet enduring drama of life at a microscopic scale.", + "seed": 15156, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_7/index_4005_seed_15156_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2928064173087478, + "vlm_logprob": -0.2928064173087478, + "vlm_yes_no_margin": 2.500000011920929, + "vlm_token_credit": -0.2928064173087478, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0550323724746704 + ], + "opposite_logprob_tokens": [ + -0.430032342672348 + ], + "logprob_reward": -1.0550323724746704, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0550323724746704, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10358072072267532, + 0.048869483172893524, + 0.057888757437467575, + 0.054049815982580185, + 0.09950433671474457, + 0.040125053375959396, + 0.2829253375530243, + 0.05215853452682495, + 0.11366017907857895, + 0.14723779261112213 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -1.0550323724746704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011111406609416008 + ], + "opposite_logprob_tokens": [ + -4.511111259460449 + ], + "logprob_reward": -0.011111406609416008, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011111406609416008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1593535840511322, + 0.1260564774274826, + 0.0709800124168396, + 0.02956346981227398, + 0.037293337285518646, + 0.06664466112852097, + 0.15601499378681183, + 0.09833779186010361, + 0.14757396280765533, + 0.10818178206682205 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.011111406609416008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084762401878834 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.011084762401878834, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084762401878834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13362494111061096, + 0.054588787257671356, + 0.03905458003282547, + 0.0348503477871418, + 0.05695874243974686, + 0.11588996648788452, + 0.16350513696670532, + 0.19916772842407227, + 0.10630673170089722, + 0.09605298936367035 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.011084762401878834 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038129545748233795 + ], + "opposite_logprob_tokens": [ + -3.2881295680999756 + ], + "logprob_reward": -0.038129545748233795, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038129545748233795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.158351868391037, + 0.06307687610387802, + 0.06128021329641342, + 0.09118376672267914, + 0.12572717666625977, + 0.17485885322093964, + 0.05348702892661095, + 0.08357816934585571, + 0.09042593091726303, + 0.09803014248609543 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.038129545748233795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486739993095398 + ], + "opposite_logprob_tokens": [ + -1.2236740589141846 + ], + "logprob_reward": -0.3486739993095398, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3486739993095398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08922775834798813, + 0.050751831382513046, + 0.060105085372924805, + 0.0547487698495388, + 0.07325021177530289, + 0.07338350266218185, + 0.18661537766456604, + 0.19833815097808838, + 0.0666869580745697, + 0.14689235389232635 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.3486739993095398 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an extreme macro perspective, the camera remains perfectly still, immersing the viewer in a microcosmic world: a furry caterpillar clings tenaciously to the edge of a vibrant green leaf. The caterpillar's body, a brilliant lime green, is covered in a dense mass of fine, translucent hairs, each hair catching the soft morning light and creating a delicate, luminous halo around its body. The leaf's surface shimmers, adorned with perfectly spherical dewdrops that act as crystal-like lenses, magnifying the intricate network of textures beneath. As the plant sways in a slow, hypnotic rhythm, the caterpillar's body moves with it, executing a deliberate undulating motion—a series of muscular contractions that ripple from its rear to its head. This microscopic movement demonstrates its tenacious grip, its tiny hind legs firmly anchored to the swaying leaf. The shallow depth of field melts the background into a soft bokeh of dotted greens and warm earth tones, creating an atmosphere of tranquility and focus, highlighting the quiet yet enduring drama of life at a microscopic scale.", + "seed": 15157, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_7/index_4005_seed_15157_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2659332076087594, + "vlm_logprob": -0.2659332076087594, + "vlm_yes_no_margin": 2.450000011920929, + "vlm_token_credit": -0.2659332076087594, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8279836177825928 + ], + "opposite_logprob_tokens": [ + -0.5779836177825928 + ], + "logprob_reward": -0.8279836177825928, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8279836177825928, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11106187105178833, + 0.04574274271726608, + 0.4162208139896393, + 0.07214789092540741, + 0.0823681652545929, + 0.030460916459560394, + 0.019411517307162285, + 0.0907929390668869, + 0.02293236367404461, + 0.10886073112487793 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.8279836177825928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0487123467028141 + ], + "opposite_logprob_tokens": [ + -3.0487122535705566 + ], + "logprob_reward": -0.0487123467028141, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0487123467028141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08797590434551239, + 0.12267362326383591, + 0.18526317179203033, + 0.10319352149963379, + 0.19196131825447083, + 0.025622276589274406, + 0.08403526991605759, + 0.04491615295410156, + 0.06904534995555878, + 0.08531342446804047 + ], + "top_frames": [ + 4, + 2, + 1 + ], + "selected_reward": -0.0487123467028141 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798170067369938 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009798170067369938, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798170067369938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09816431999206543, + 0.10794471949338913, + 0.31308361887931824, + 0.09559627622365952, + 0.12398288398981094, + 0.04541989788413048, + 0.10102832317352295, + 0.016885895282030106, + 0.04341711103916168, + 0.054476961493492126 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.009798170067369938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211401343345642 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211401343345642, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211401343345642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06537697464227676, + 0.09967845678329468, + 0.12371832877397537, + 0.04106539487838745, + 0.10461992025375366, + 0.029064135625958443, + 0.03689853474497795, + 0.04288208484649658, + 0.040495261549949646, + 0.4162009656429291 + ], + "top_frames": [ + 9, + 2, + 4 + ], + "selected_reward": -0.014211401343345642 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42896050214767456 + ], + "opposite_logprob_tokens": [ + -1.0539605617523193 + ], + "logprob_reward": -0.42896050214767456, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42896050214767456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09994635730981827, + 0.2436513602733612, + 0.16487933695316315, + 0.07359857112169266, + 0.05923089012503624, + 0.06476081907749176, + 0.047826945781707764, + 0.09577973932027817, + 0.04281539469957352, + 0.10751067101955414 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.42896050214767456 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From an extreme macro perspective, the camera remains perfectly still, immersing the viewer in a microcosmic world: a furry caterpillar clings tenaciously to the edge of a vibrant green leaf. The caterpillar's body, a brilliant lime green, is covered in a dense mass of fine, translucent hairs, each hair catching the soft morning light and creating a delicate, luminous halo around its body. The leaf's surface shimmers, adorned with perfectly spherical dewdrops that act as crystal-like lenses, magnifying the intricate network of textures beneath. As the plant sways in a slow, hypnotic rhythm, the caterpillar's body moves with it, executing a deliberate undulating motion—a series of muscular contractions that ripple from its rear to its head. This microscopic movement demonstrates its tenacious grip, its tiny hind legs firmly anchored to the swaying leaf. The shallow depth of field melts the background into a soft bokeh of dotted greens and warm earth tones, creating an atmosphere of tranquility and focus, highlighting the quiet yet enduring drama of life at a microscopic scale.", + "seed": 15158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_7/index_4005_seed_15158_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3767359698191285, + "vlm_logprob": -0.3767359698191285, + "vlm_yes_no_margin": 1.775000011920929, + "vlm_token_credit": -0.3767359698191285, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0555622577667236 + ], + "opposite_logprob_tokens": [ + -0.4305623173713684 + ], + "logprob_reward": -1.0555622577667236, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0555622577667236, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.062028832733631134, + 0.02583911456167698, + 0.03182118758559227, + 0.08746218681335449, + 0.05701194703578949, + 0.07002130895853043, + 0.15091511607170105, + 0.35388731956481934, + 0.0954965204000473, + 0.06551633775234222 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -1.0555622577667236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014246189035475254 + ], + "opposite_logprob_tokens": [ + -4.264245986938477 + ], + "logprob_reward": -0.014246189035475254, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014246189035475254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11724311113357544, + 0.0592748299241066, + 0.07365908473730087, + 0.04271721467375755, + 0.19798025488853455, + 0.07559788972139359, + 0.11584427207708359, + 0.11395599693059921, + 0.08512187749147415, + 0.11860547959804535 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.014246189035475254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038121629506349564 + ], + "opposite_logprob_tokens": [ + -3.2881217002868652 + ], + "logprob_reward": -0.038121629506349564, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038121629506349564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08911769837141037, + 0.054470136761665344, + 0.04701071232557297, + 0.040722984820604324, + 0.2116970419883728, + 0.10974877327680588, + 0.058388859033584595, + 0.12395776808261871, + 0.1706998646259308, + 0.09418609738349915 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.038121629506349564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328939199447632 + ], + "opposite_logprob_tokens": [ + -0.7578939199447632 + ], + "logprob_reward": -0.6328939199447632, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328939199447632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05941248685121536, + 0.02670704759657383, + 0.020127447322010994, + 0.014542323537170887, + 0.11251430958509445, + 0.0515487901866436, + 0.131308451294899, + 0.03506973758339882, + 0.5290083885192871, + 0.019761083647608757 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.6328939199447632 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a furry caterpillar visible clinging to the edge of a vibrant green leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the caterpillar's body appear brilliant lime green with a dense mass of fine, translucent hairs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the leaf surface shimmer with perfectly spherical dewdrops acting as crystal-like lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the caterpillar execute a deliberate undulating motion with muscular contractions rippling from its rear to its head?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285585284233093 + ], + "opposite_logprob_tokens": [ + -2.0178558826446533 + ], + "logprob_reward": -0.14285585284233093, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14285585284233093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029297396540641785, + 0.019379978999495506, + 0.0204513818025589, + 0.05727537348866463, + 0.16998910903930664, + 0.1052655279636383, + 0.17836637794971466, + 0.06707713007926941, + 0.30707991123199463, + 0.045817796140909195 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.14285585284233093 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_8/index_tensor([826, 826])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_8/index_tensor([826, 826])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e37bd0c838ebd96ad8a131ffc07597830cfdee99 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_8/index_tensor([826, 826])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight close-up shot from a slightly upward angle, the camera pans in a subtle, synchronized arc, following the fighter's axis, focusing on the point of force with a hardcore, realistic style. Amidst a cool, overhead light cast from above, a calloused, bronze fist, knuckles prominent, strikes the weathered, dark-colored wooden dummy with breathtaking speed and force, intensively and repeatedly. Each punch is accompanied by a momentary pivoting of the body's core. The hard muscles of the forearm bulge with the ultimate force, veins popping. The high-speed camera clearly captures the high-frequency vibrations of the muscles and the cascading transmission of force with each impact. With the dull, powerful sound of impact, beads of sweat on the arm scatter, stirring up fine dust particles accumulated on the wooden dummy, forming a brief vortex in the light beam. The entire picture uses extremely low-saturation color, approaching a cold gray monochrome. The deep shadows and sharp highlights outline the contours of the muscles and the crystal clear sweat, creating a tense atmosphere of extreme concentration, full of primitive power and unremitting grinding.", + "seed": 12525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_8/index_826_seed_12525_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05356898345053196, + "vlm_logprob": -0.05356898345053196, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.05356898345053196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024169443175196648 + ], + "opposite_logprob_tokens": [ + -3.899169445037842 + ], + "logprob_reward": -0.024169443175196648, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.024169443175196648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270640641450882, + 0.18033605813980103, + 0.12731099128723145, + 0.10756002366542816, + 0.12990032136440277, + 0.05729742348194122, + 0.0809575542807579, + 0.06542526930570602, + 0.051764391362667084, + 0.07238393276929855 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.024169443175196648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370939567685127 + ], + "opposite_logprob_tokens": [ + -3.4087092876434326 + ], + "logprob_reward": -0.03370939567685127, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370939567685127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12513688206672668, + 0.13883322477340698, + 0.15378808975219727, + 0.19332589209079742, + 0.07126699388027191, + 0.06541728973388672, + 0.08118007332086563, + 0.03425207361578941, + 0.04439340904355049, + 0.09240604192018509 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.03370939567685127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289121687412262 + ], + "opposite_logprob_tokens": [ + -3.773289203643799 + ], + "logprob_reward": -0.023289121687412262, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289121687412262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17661608755588531, + 0.11912894248962402, + 0.10117790102958679, + 0.08406013250350952, + 0.11581426113843918, + 0.05718443915247917, + 0.08919750899076462, + 0.09941481053829193, + 0.10627537220716476, + 0.05113054811954498 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.023289121687412262 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026341550052165985 + ], + "opposite_logprob_tokens": [ + -3.651341438293457 + ], + "logprob_reward": -0.026341550052165985, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026341550052165985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13983111083507538, + 0.3565945625305176, + 0.05148402228951454, + 0.047496456652879715, + 0.04067528247833252, + 0.053822584450244904, + 0.053709499537944794, + 0.08828400075435638, + 0.09925040602684021, + 0.0688520297408104 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.026341550052165985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033540666103363 + ], + "opposite_logprob_tokens": [ + -1.9103354215621948 + ], + "logprob_reward": -0.16033540666103363, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033540666103363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11353203654289246, + 0.21590617299079895, + 0.06657872349023819, + 0.05358509346842766, + 0.09712491929531097, + 0.07545600086450577, + 0.18420490622520447, + 0.11432111263275146, + 0.03678873926401138, + 0.04250231012701988 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.16033540666103363 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up shot from a slightly upward angle, the camera pans in a subtle, synchronized arc, following the fighter's axis, focusing on the point of force with a hardcore, realistic style. Amidst a cool, overhead light cast from above, a calloused, bronze fist, knuckles prominent, strikes the weathered, dark-colored wooden dummy with breathtaking speed and force, intensively and repeatedly. Each punch is accompanied by a momentary pivoting of the body's core. The hard muscles of the forearm bulge with the ultimate force, veins popping. The high-speed camera clearly captures the high-frequency vibrations of the muscles and the cascading transmission of force with each impact. With the dull, powerful sound of impact, beads of sweat on the arm scatter, stirring up fine dust particles accumulated on the wooden dummy, forming a brief vortex in the light beam. The entire picture uses extremely low-saturation color, approaching a cold gray monochrome. The deep shadows and sharp highlights outline the contours of the muscles and the crystal clear sweat, creating a tense atmosphere of extreme concentration, full of primitive power and unremitting grinding.", + "seed": 12526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_8/index_826_seed_12526_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.196188073605299, + "vlm_logprob": -0.196188073605299, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.196188073605299, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04582490772008896 + ], + "opposite_logprob_tokens": [ + -3.1708250045776367 + ], + "logprob_reward": -0.04582490772008896, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04582490772008896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15705163776874542, + 0.08760196715593338, + 0.09094364196062088, + 0.11110755056142807, + 0.13881437480449677, + 0.09842115640640259, + 0.06767582148313522, + 0.10618499666452408, + 0.05642745643854141, + 0.08577136695384979 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.04582490772008896 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206116825342178 + ], + "opposite_logprob_tokens": [ + -2.812061071395874 + ], + "logprob_reward": -0.06206116825342178, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206116825342178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19924266636371613, + 0.09138143062591553, + 0.09047721326351166, + 0.0799592062830925, + 0.09624040126800537, + 0.09648298472166061, + 0.19563309848308563, + 0.06014729663729668, + 0.03254036605358124, + 0.05789533630013466 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.06206116825342178 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585110411047935 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020585110411047935, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585110411047935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11496660858392715, + 0.19888544082641602, + 0.09604229778051376, + 0.07897202670574188, + 0.05388996750116348, + 0.0883934423327446, + 0.11030403524637222, + 0.0857815071940422, + 0.07869057357311249, + 0.0940740555524826 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.020585110411047935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344453915953636 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.026344453915953636, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344453915953636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12197001278400421, + 0.08132428675889969, + 0.030081352218985558, + 0.029687674716114998, + 0.040230803191661835, + 0.09207314997911453, + 0.501301109790802, + 0.03720014542341232, + 0.03225495666265488, + 0.03387652710080147 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.026344453915953636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261247277259827 + ], + "opposite_logprob_tokens": [ + -0.5761247277259827 + ], + "logprob_reward": -0.8261247277259827, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261247277259827, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2524300515651703, + 0.08716709911823273, + 0.09069470316171646, + 0.062478240579366684, + 0.06531788408756256, + 0.07202713936567307, + 0.12178410589694977, + 0.058911360800266266, + 0.09869213402271271, + 0.09049728512763977 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.8261247277259827 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "tight close-up shot from a slightly upward angle, the camera pans in a subtle, synchronized arc, following the fighter's axis, focusing on the point of force with a hardcore, realistic style. Amidst a cool, overhead light cast from above, a calloused, bronze fist, knuckles prominent, strikes the weathered, dark-colored wooden dummy with breathtaking speed and force, intensively and repeatedly. Each punch is accompanied by a momentary pivoting of the body's core. The hard muscles of the forearm bulge with the ultimate force, veins popping. The high-speed camera clearly captures the high-frequency vibrations of the muscles and the cascading transmission of force with each impact. With the dull, powerful sound of impact, beads of sweat on the arm scatter, stirring up fine dust particles accumulated on the wooden dummy, forming a brief vortex in the light beam. The entire picture uses extremely low-saturation color, approaching a cold gray monochrome. The deep shadows and sharp highlights outline the contours of the muscles and the crystal clear sweat, creating a tense atmosphere of extreme concentration, full of primitive power and unremitting grinding.", + "seed": 12527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_8/index_826_seed_12527_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15589459724724292, + "vlm_logprob": -0.15589459724724292, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.15589459724724292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06390928477048874 + ], + "opposite_logprob_tokens": [ + -2.8139092922210693 + ], + "logprob_reward": -0.06390928477048874, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06390928477048874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13520565629005432, + 0.08226867020130157, + 0.05888759344816208, + 0.1692686229944229, + 0.13343746960163116, + 0.04288332909345627, + 0.19261407852172852, + 0.05515807494521141, + 0.07812534272670746, + 0.052151136100292206 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.06390928477048874 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002559304237366 + ], + "opposite_logprob_tokens": [ + -2.695025682449341 + ], + "logprob_reward": -0.07002559304237366, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002559304237366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1416114866733551, + 0.08527469635009766, + 0.1219925805926323, + 0.10442820191383362, + 0.05634181946516037, + 0.05077630653977394, + 0.14954273402690887, + 0.1315235197544098, + 0.08870021253824234, + 0.0698084831237793 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.07002559304237366 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350026950240135 + ], + "opposite_logprob_tokens": [ + -3.6513500213623047 + ], + "logprob_reward": -0.026350026950240135, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350026950240135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1979980766773224, + 0.0947292372584343, + 0.08443012088537216, + 0.12572786211967468, + 0.0840270072221756, + 0.13054819405078888, + 0.06478144973516464, + 0.08446251600980759, + 0.06328857690095901, + 0.07000690698623657 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.026350026950240135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305906221270561 + ], + "opposite_logprob_tokens": [ + -3.1680591106414795 + ], + "logprob_reward": -0.04305906221270561, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305906221270561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12798985838890076, + 0.05334065482020378, + 0.07909545302391052, + 0.09707289934158325, + 0.03912684693932533, + 0.39888736605644226, + 0.08305657655000687, + 0.028459783643484116, + 0.05918848514556885, + 0.033782023936510086 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.04305906221270561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761290192604065 + ], + "opposite_logprob_tokens": [ + -0.8261290192604065 + ], + "logprob_reward": -0.5761290192604065, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761290192604065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19875791668891907, + 0.03967260196805, + 0.2120407670736313, + 0.17272919416427612, + 0.06367681920528412, + 0.06267208606004715, + 0.03845877945423126, + 0.09159691631793976, + 0.08251833915710449, + 0.037876613438129425 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.5761290192604065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight close-up shot from a slightly upward angle, the camera pans in a subtle, synchronized arc, following the fighter's axis, focusing on the point of force with a hardcore, realistic style. Amidst a cool, overhead light cast from above, a calloused, bronze fist, knuckles prominent, strikes the weathered, dark-colored wooden dummy with breathtaking speed and force, intensively and repeatedly. Each punch is accompanied by a momentary pivoting of the body's core. The hard muscles of the forearm bulge with the ultimate force, veins popping. The high-speed camera clearly captures the high-frequency vibrations of the muscles and the cascading transmission of force with each impact. With the dull, powerful sound of impact, beads of sweat on the arm scatter, stirring up fine dust particles accumulated on the wooden dummy, forming a brief vortex in the light beam. The entire picture uses extremely low-saturation color, approaching a cold gray monochrome. The deep shadows and sharp highlights outline the contours of the muscles and the crystal clear sweat, creating a tense atmosphere of extreme concentration, full of primitive power and unremitting grinding.", + "seed": 12528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_8/index_826_seed_12528_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.065966260060668, + "vlm_logprob": -0.065966260060668, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.065966260060668, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09347084164619446 + ], + "opposite_logprob_tokens": [ + -2.468470811843872 + ], + "logprob_reward": -0.09347084164619446, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09347084164619446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15117190778255463, + 0.0921703577041626, + 0.07974746823310852, + 0.07289733737707138, + 0.30095285177230835, + 0.06700325012207031, + 0.050024449825286865, + 0.033223915845155716, + 0.0948340967297554, + 0.05797434598207474 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.09347084164619446 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023317422717809677 + ], + "opposite_logprob_tokens": [ + -3.773317337036133 + ], + "logprob_reward": -0.023317422717809677, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023317422717809677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05957906320691109, + 0.06486501544713974, + 0.03031153418123722, + 0.10197874903678894, + 0.4712361693382263, + 0.05026107281446457, + 0.02809804119169712, + 0.028633324429392815, + 0.09044892340898514, + 0.0745881199836731 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.023317422717809677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026351768523454666 + ], + "opposite_logprob_tokens": [ + -3.6513516902923584 + ], + "logprob_reward": -0.026351768523454666, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026351768523454666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10198616981506348, + 0.08220499753952026, + 0.055830031633377075, + 0.19119836390018463, + 0.26513707637786865, + 0.04243088513612747, + 0.041822586208581924, + 0.029255475848913193, + 0.07643073797225952, + 0.11370372772216797 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.026351768523454666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634468488395214 + ], + "opposite_logprob_tokens": [ + -3.6513447761535645 + ], + "logprob_reward": -0.02634468488395214, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634468488395214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05226241797208786, + 0.06251447647809982, + 0.023769307881593704, + 0.03404137119650841, + 0.07676547765731812, + 0.04231897369027138, + 0.03511165454983711, + 0.02877197228372097, + 0.04042338207364082, + 0.6040210723876953 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.02634468488395214 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight close-up focusing on a bronze fist striking a dark-colored wooden dummy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan in a subtle, synchronized arc following the fighter's axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the muscles of the forearm visibly bulging with veins popping during the strikes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do beads of sweat scatter and stir up fine dust particles forming a brief vortex in the light beam upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette extremely low-saturation, approaching a cold gray monochrome?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034658253192902 + ], + "opposite_logprob_tokens": [ + -1.9103466272354126 + ], + "logprob_reward": -0.16034658253192902, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034658253192902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12235348671674728, + 0.10243882983922958, + 0.04974617063999176, + 0.06610830873250961, + 0.06961298733949661, + 0.055434126406908035, + 0.03453467786312103, + 0.11096785217523575, + 0.2668873369693756, + 0.12191619724035263 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.16034658253192902 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_9/index_tensor([585, 585])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_9/index_tensor([585, 585])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1367c69bac7c822dc23d9a9e6d840a0effd11f42 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_9/index_tensor([585, 585])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In Makoto Shinkai's hyper-detailed, luminous style, an eye-level camera begins a slow, cautious pan from left to right across a sun-drenched traditional Japanese room. Brilliant golden-hour sunlight filters through delicate pine-branch screens, illuminating countless dust particles dancing in the air and casting long, soft shadows across the pristine tatami floor. The shot first reveals an elderly woman, her silver-white hair pulled back into a flawless traditional bun. She strikes a formal robe pose, her hands resting on the legs of her simple, moss-green cotton kimono. Her face, etched with fine lines, is a mask of quiet dejection; as she gazes ahead, her forehead wrinkles slightly, her lips pressed into a thin, disappointed line. As the camera continues its steady movement, it passes a low, dark wooden table, positioned between her and an unseen figure. On the table lies a rustic ceramic tea set, steam delicately curling from the spout of the teapot, and an untouched cup, a silent testament to a cool invitation. The song ends with her grandson sitting a few feet away, slumped casually on a footrest, engrossed in his smartphone. The cool, bluish-white light of the screen illuminates his young face, his thumb moving swiftly across the glass, casting his modern, slightly tousled black hair into stark relief. His expression is blankly focused, completely oblivious to his grandmother’s gaze and the quiet, sun-drenched beauty of the room he overlooks, creating a poignant atmosphere of generational disconnect in a scene of serene perfection.", + "seed": 17724, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_9/index_585_seed_17724_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0888923667371273, + "vlm_logprob": -0.0888923667371273, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.0888923667371273, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28276750445365906 + ], + "opposite_logprob_tokens": [ + -1.4077675342559814 + ], + "logprob_reward": -0.28276750445365906, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28276750445365906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28569459915161133, + 0.12069515883922577, + 0.05283425375819206, + 0.04965195804834366, + 0.062298137694597244, + 0.1698700189590454, + 0.056548479944467545, + 0.05348598584532738, + 0.06063288077712059, + 0.08828850090503693 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.28276750445365906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907872438430786 + ], + "opposite_logprob_tokens": [ + -2.464078664779663 + ], + "logprob_reward": -0.08907872438430786, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907872438430786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15039271116256714, + 0.07956594228744507, + 0.05841923505067825, + 0.023900197818875313, + 0.04813893511891365, + 0.2098851203918457, + 0.08442097902297974, + 0.06726747751235962, + 0.14181990921497345, + 0.1361895501613617 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.08907872438430786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551363557577133 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.012551363557577133, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551363557577133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11002575606107712, + 0.2861860692501068, + 0.05298498272895813, + 0.026330197229981422, + 0.04828120395541191, + 0.1673412024974823, + 0.09224312752485275, + 0.03488310053944588, + 0.0812053307890892, + 0.10051900893449783 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.012551363557577133 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371746465563774 + ], + "opposite_logprob_tokens": [ + -3.408717393875122 + ], + "logprob_reward": -0.03371746465563774, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371746465563774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11222372949123383, + 0.10013195872306824, + 0.06667062640190125, + 0.03083055466413498, + 0.14953742921352386, + 0.1900784820318222, + 0.07319250702857971, + 0.05602326616644859, + 0.08682399243116379, + 0.13448745012283325 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.03371746465563774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346776634454727 + ], + "opposite_logprob_tokens": [ + -3.6513466835021973 + ], + "logprob_reward": -0.026346776634454727, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346776634454727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2955142557621002, + 0.057787176221609116, + 0.1307380050420761, + 0.051738958805799484, + 0.04099075496196747, + 0.14147259294986725, + 0.036708950996398926, + 0.021682212129235268, + 0.04411435127258301, + 0.1792527288198471 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.026346776634454727 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Makoto Shinkai's hyper-detailed, luminous style, an eye-level camera begins a slow, cautious pan from left to right across a sun-drenched traditional Japanese room. Brilliant golden-hour sunlight filters through delicate pine-branch screens, illuminating countless dust particles dancing in the air and casting long, soft shadows across the pristine tatami floor. The shot first reveals an elderly woman, her silver-white hair pulled back into a flawless traditional bun. She strikes a formal robe pose, her hands resting on the legs of her simple, moss-green cotton kimono. Her face, etched with fine lines, is a mask of quiet dejection; as she gazes ahead, her forehead wrinkles slightly, her lips pressed into a thin, disappointed line. As the camera continues its steady movement, it passes a low, dark wooden table, positioned between her and an unseen figure. On the table lies a rustic ceramic tea set, steam delicately curling from the spout of the teapot, and an untouched cup, a silent testament to a cool invitation. The song ends with her grandson sitting a few feet away, slumped casually on a footrest, engrossed in his smartphone. The cool, bluish-white light of the screen illuminates his young face, his thumb moving swiftly across the glass, casting his modern, slightly tousled black hair into stark relief. His expression is blankly focused, completely oblivious to his grandmother’s gaze and the quiet, sun-drenched beauty of the room he overlooks, creating a poignant atmosphere of generational disconnect in a scene of serene perfection.", + "seed": 17725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_9/index_585_seed_17725_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04209289979189634, + "vlm_logprob": -0.04209289979189634, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04209289979189634, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.058039966970682144 + ], + "opposite_logprob_tokens": [ + -2.933039903640747 + ], + "logprob_reward": -0.058039966970682144, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.058039966970682144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11136471480131149, + 0.027169890701770782, + 0.11456704884767532, + 0.3955916464328766, + 0.021045193076133728, + 0.0674378052353859, + 0.03233792260289192, + 0.04669187217950821, + 0.0802166536450386, + 0.10357728600502014 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.058039966970682144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420881599187851 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.01420881599187851, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420881599187851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12843038141727448, + 0.03256072849035263, + 0.03983050584793091, + 0.5645893812179565, + 0.017382701858878136, + 0.029185641556978226, + 0.020486516878008842, + 0.03392628952860832, + 0.07997635751962662, + 0.053631432354450226 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.01420881599187851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810212016105652 + ], + "opposite_logprob_tokens": [ + -3.288102149963379 + ], + "logprob_reward": -0.03810212016105652, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810212016105652, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07400443404912949, + 0.039317697286605835, + 0.15278618037700653, + 0.27577170729637146, + 0.01848207414150238, + 0.06495977938175201, + 0.029049605131149292, + 0.19684180617332458, + 0.05662349984049797, + 0.09216323494911194 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.03810212016105652 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904404193162918 + ], + "opposite_logprob_tokens": [ + -2.4640440940856934 + ], + "logprob_reward": -0.08904404193162918, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904404193162918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07657221704721451, + 0.04022248834371567, + 0.19636216759681702, + 0.10340161621570587, + 0.035518828779459, + 0.1281999796628952, + 0.023314470425248146, + 0.16873010993003845, + 0.13754551112651825, + 0.0901327133178711 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.08904404193162918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069553904235363 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.011069553904235363, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069553904235363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03553091734647751, + 0.023412054404616356, + 0.12161345034837723, + 0.5606919527053833, + 0.02275007963180542, + 0.04188599810004234, + 0.024265358224511147, + 0.06252831220626831, + 0.08862289786338806, + 0.01869901269674301 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.011069553904235363 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Makoto Shinkai's hyper-detailed, luminous style, an eye-level camera begins a slow, cautious pan from left to right across a sun-drenched traditional Japanese room. Brilliant golden-hour sunlight filters through delicate pine-branch screens, illuminating countless dust particles dancing in the air and casting long, soft shadows across the pristine tatami floor. The shot first reveals an elderly woman, her silver-white hair pulled back into a flawless traditional bun. She strikes a formal robe pose, her hands resting on the legs of her simple, moss-green cotton kimono. Her face, etched with fine lines, is a mask of quiet dejection; as she gazes ahead, her forehead wrinkles slightly, her lips pressed into a thin, disappointed line. As the camera continues its steady movement, it passes a low, dark wooden table, positioned between her and an unseen figure. On the table lies a rustic ceramic tea set, steam delicately curling from the spout of the teapot, and an untouched cup, a silent testament to a cool invitation. The song ends with her grandson sitting a few feet away, slumped casually on a footrest, engrossed in his smartphone. The cool, bluish-white light of the screen illuminates his young face, his thumb moving swiftly across the glass, casting his modern, slightly tousled black hair into stark relief. His expression is blankly focused, completely oblivious to his grandmother’s gaze and the quiet, sun-drenched beauty of the room he overlooks, creating a poignant atmosphere of generational disconnect in a scene of serene perfection.", + "seed": 17726, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_9/index_585_seed_17726_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023806116357445718, + "vlm_logprob": -0.023806116357445718, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.023806116357445718, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02750742994248867 + ], + "opposite_logprob_tokens": [ + -3.6525075435638428 + ], + "logprob_reward": -0.02750742994248867, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02750742994248867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0855083242058754, + 0.3729664385318756, + 0.09849248081445694, + 0.18541619181632996, + 0.09166965633630753, + 0.052197422832250595, + 0.03470216318964958, + 0.03277793899178505, + 0.02917526289820671, + 0.01709417812526226 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.02750742994248867 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084998026490211 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011084998026490211, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084998026490211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07818160206079483, + 0.671025276184082, + 0.11404084414243698, + 0.022590504959225655, + 0.027302442118525505, + 0.014323772862553596, + 0.018678944557905197, + 0.016912121325731277, + 0.01876366324722767, + 0.01818082109093666 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.011084998026490211 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863969512283802 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.00863969512283802, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863969512283802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07092542946338654, + 0.5536314249038696, + 0.052459556609392166, + 0.03801235556602478, + 0.060679689049720764, + 0.025428583845496178, + 0.09359097480773926, + 0.04045705124735832, + 0.05130293220281601, + 0.013512033969163895 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.00863969512283802 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810946270823479 + ], + "opposite_logprob_tokens": [ + -3.288109540939331 + ], + "logprob_reward": -0.03810946270823479, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810946270823479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08370611816644669, + 0.411575585603714, + 0.045106709003448486, + 0.0916440486907959, + 0.025025680661201477, + 0.017322532832622528, + 0.03829823061823845, + 0.01953185722231865, + 0.22296565771102905, + 0.04482361674308777 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.03810946270823479 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033688995987176895 + ], + "opposite_logprob_tokens": [ + -3.408689022064209 + ], + "logprob_reward": -0.033688995987176895, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033688995987176895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11548037081956863, + 0.1625349372625351, + 0.09433378279209137, + 0.1513688564300537, + 0.06469205021858215, + 0.12160511314868927, + 0.03706401214003563, + 0.08248718827962875, + 0.10082393884658813, + 0.06960980594158173 + ], + "top_frames": [ + 1, + 3, + 5 + ], + "selected_reward": -0.033688995987176895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Makoto Shinkai's hyper-detailed, luminous style, an eye-level camera begins a slow, cautious pan from left to right across a sun-drenched traditional Japanese room. Brilliant golden-hour sunlight filters through delicate pine-branch screens, illuminating countless dust particles dancing in the air and casting long, soft shadows across the pristine tatami floor. The shot first reveals an elderly woman, her silver-white hair pulled back into a flawless traditional bun. She strikes a formal robe pose, her hands resting on the legs of her simple, moss-green cotton kimono. Her face, etched with fine lines, is a mask of quiet dejection; as she gazes ahead, her forehead wrinkles slightly, her lips pressed into a thin, disappointed line. As the camera continues its steady movement, it passes a low, dark wooden table, positioned between her and an unseen figure. On the table lies a rustic ceramic tea set, steam delicately curling from the spout of the teapot, and an untouched cup, a silent testament to a cool invitation. The song ends with her grandson sitting a few feet away, slumped casually on a footrest, engrossed in his smartphone. The cool, bluish-white light of the screen illuminates his young face, his thumb moving swiftly across the glass, casting his modern, slightly tousled black hair into stark relief. His expression is blankly focused, completely oblivious to his grandmother’s gaze and the quiet, sun-drenched beauty of the room he overlooks, creating a poignant atmosphere of generational disconnect in a scene of serene perfection.", + "seed": 17727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000290/group_9/index_585_seed_17727_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026332014054059983, + "vlm_logprob": -0.026332014054059983, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.026332014054059983, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04497462138533592 + ], + "opposite_logprob_tokens": [ + -3.1699745655059814 + ], + "logprob_reward": -0.04497462138533592, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04497462138533592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2832264006137848, + 0.08454062789678574, + 0.05994806066155434, + 0.03744500130414963, + 0.03895164281129837, + 0.09391169995069504, + 0.12767833471298218, + 0.0912969708442688, + 0.15075848996639252, + 0.032242778688669205 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.04497462138533592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0233065914362669 + ], + "opposite_logprob_tokens": [ + -3.7733066082000732 + ], + "logprob_reward": -0.0233065914362669, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0233065914362669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4017891585826874, + 0.15276013314723969, + 0.052699584513902664, + 0.06924117356538773, + 0.03579837828874588, + 0.03765846788883209, + 0.046101443469524384, + 0.053999532014131546, + 0.0974639281630516, + 0.05248819664120674 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0233065914362669 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201059006154537 + ], + "opposite_logprob_tokens": [ + -4.2642011642456055 + ], + "logprob_reward": -0.014201059006154537, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201059006154537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14374862611293793, + 0.05786847323179245, + 0.060546159744262695, + 0.05090542510151863, + 0.03270715847611427, + 0.06095147877931595, + 0.1329391896724701, + 0.06573561578989029, + 0.21462102234363556, + 0.17997683584690094 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.014201059006154537 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810659423470497 + ], + "opposite_logprob_tokens": [ + -3.288106679916382 + ], + "logprob_reward": -0.03810659423470497, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810659423470497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14491872489452362, + 0.03196566179394722, + 0.037116408348083496, + 0.03498007357120514, + 0.03821786120533943, + 0.08795838803052902, + 0.09704314917325974, + 0.07807520776987076, + 0.18987442553043365, + 0.25985008478164673 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.03810659423470497 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a traditional Japanese room with tatami flooring and pine-branch screens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly woman with silver-white hair in a traditional bun wearing a moss-green cotton kimono visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a low, dark wooden table with a rustic ceramic tea set emitting steam positioned between the woman and another figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a young man sitting on a footrest, holding a smartphone that emits a bluish-white light illuminating his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071204207837582 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011071204207837582, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071204207837582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1462715119123459, + 0.08999960124492645, + 0.03315281867980957, + 0.054316285997629166, + 0.05602382495999336, + 0.1081169918179512, + 0.08987250924110413, + 0.10180111229419708, + 0.24804534018039703, + 0.07239999622106552 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.011071204207837582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file